workload measurement

Workload measurement methods: techniques and indices that quantify driver cognitive load — NASA-TLX, the detection-response task (DRT), heart-rate variability, pupillometry, visual occlusion. The MEASUREMENT instruments and their validation, distinct from the demand being measured (mental_demand).

2440 paper(s) · ranked by relevance to this topic

1. Commonly Used Assessment Method to Evaluate Mental Work-load for Multiple Driving Distractions: A Systematic Review ↗ · 2022 · Kabilmiharbi, Nurainaa et al. · indexed
2. Improving pilot mental workload evaluation with combined measures ↗ · 2014 · Wanyan, Xiaoru et al. · indexed
3. Systematic review of cognitive impairment in drivers through mental workload using physiological measures of heart rate variability · 2024 · Raza, Mansoor S. et al. · archived
4. On the Cost of Detection Response Task Performance on Cognitive Load ↗ · 2020 · Biondi, Francesco N. et al. · indexed
5. Utilizing a remote LED stimulus to concurrently measure cognitive and visual task demand ↗ · 2018 · Motzkus, CJ et al. · indexed
6. Mental Workload and Visual Impairment: Differences between Pupil, Blink, and Subjective Rating · 2008 · Recarte, Miguel Ángel et al. · archived
7. Study on Comprehensive Evaluation Method of Pilot Mental Workload ↗ · 2014 · Zhang, Huan et al. · indexed
8. A broader application of the detection response task to cognitive tasks and online environments ↗ · 2019 · Innes, Reilly James et al. · indexed
9. Assessing Mental Workload with Subjective Measures: An Analytical Review of the NASA-TLX Index Since its Inception ↗ · 1999 · Hitt, James M. et al. · indexed
10. Let Complexity Bring Clarity: A Multidimensional Assessment of Cognitive Load Using Physiological Measures · 2022 · Nilsson, Emma J. et al. · archived
11. Comprehensive Modeling and Evaluation of Workload in Driving Simulation Using the VACP Paradigm · 2026 · Aygun, Ayca et al. · archived
12. Individual differences in peripheral physiology and implications for the real-time assessment of driver state (phase I & II). · 2013 · Reimer, Bryan · archived
13. Systematic review of neurophysiological assessment techniques and metrics for mental workload evaluation in real-world settings · 2025 · Diarra, Moussa et al. · archived
14. Preliminary validation of the tactile detection response task (TDRT) for measuring the time-delay effects of cognitive load during actual driving ↗ · 2023 · Syafiq, Mohd Usairy et al. · indexed
15. A Systematic Review of In-Vehicle Physiological Indices and Sensor Technology for Driver Mental Workload Monitoring · 2023 · Sriranga, Ashwini Kanakapura et al. · archived
16. Comparison of Five Mental Workload Assessment Procedures in a Moving-Base Driving Simulator ↗ · 1979 · Hicks, Thomas G. et al. · indexed
17. A Field Study Assessing Driving Performance, Visual Attention, Heart Rate and Subjective Ratings in Response to Two Types of Cognitive Workload · 2013 · Yang, Yan et al. · archived
18. Evaluation of the driver’s mental workload: a necessity in a perspective of in-vehicle system design for road safety improvement · 2014 · Pauzié, Annie · archived
19. A subjective one-item measure based on NASA-TLX to assess cognitive workload in driver-vehicle interaction ↗ · 2022 · von Janczewski, Nikolai et al. · indexed
20. Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults ↗ · 2020 · Devos, Hannes et al. · indexed
21. Validity of Mental Workload Measures in a Driving Simulation Environment · 2018 · Galante, Francesco et al. · archived
22. Validating two assessment strategies for visual and cognitive load in a simulated driving task · 2016 · Castro, S et al. · archived
23. Measuring Driver’s Perceived Workload Using Fractal Dimension of Pupil Dilation ↗ · 2020 · Kim, Jung Hyup et al. · indexed
24. The Tactile Detection Response Task: Preliminary Validation for Measuring the Attentional Effects of Cognitive Load ↗ · 2013 · Young, Richard A et al. · indexed
25. Mental Workload as a Function of Traffic Density: Comparison of Physiological, Behavioral, and Subjective Indices · 2003 · Baldwin, Carryl L et al. · archived
26. Using the ISO Detection response task to measure the cognitive load of driving four separate vehicles on two distinct highways ↗ · 2024 · Biondi, Francesco N. et al. · indexed
27. Human Mental Workload: A Survey and a Novel Inclusive Definition · 2022 · Longo, Luca et al. · archived
28. Detection-Response Task—Uses and Limitations ↗ · 2018 · Stojmenova, Kristina et al. · indexed
29. A Broader Application of the Detection Response Task to Cognitive Tasks and Online Environments ↗ · 2020 · Innes, Reilly J. et al. · indexed
30. Measurement and identification of mental workload during simulated computer tasks with multimodal methods and machine learning ↗ · 2020 · Ding, Yi et al. · indexed
31. A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving · 2019 · Strayer, David L. · archived
32. Driver Workload Metrics Task 2 Final Report ↗ · 2006 · Angell, Linda et al. · indexed
33. Comparing heart rate and pupil size as objective measures of workload in the driving context ↗ · 2015 · Gable, Thomas M. et al. · indexed
34. Comparison of NASA-TLX scale, modified Cooper–Harper scale and mean inter-beat interval as measures of pilot mental workload during simulated flight tasks ↗ · 2019 · Mansikka, Heikki et al. · indexed
35. A Comparison of Subjective Mental Workload Measures in Driving Contexts ↗ · 2013 · Kim, Ji Yeon et al. · indexed
36. Psychophysiological Metrics for Workload are Demand-Sensitive but Multifactorial ↗ · 2014 · Reinerman-Jones, Lauren E. et al. · indexed
37. A Deeper Look at the NASA TLX and Where It Falls Short ↗ · 2018 · McKendrick, Ryan D. et al. · indexed
38. Measuring Cognitive Load: Heart-rate Variability and Pupillometry Assessment ↗ · 2020 · Urrestilla, Nerea et al. · indexed
39. NASA TLX: Software for assessing subjective mental workload ↗ · 2009 · Cao, Alex et al. · indexed
40. Psychometric Properties of Subjective Workload Measurement Techniques: Implications for Their Use in the Assessment of Perceived Mental Workload ↗ · 1991 · Nygren, Thomas E. · indexed
41. The Psychometrics of Mental Workload ↗ · 2014 · Matthews, Gerald et al. · indexed
42. Reliability and Validity of Cognitive Workload in Older Adults ↗ · 2020 · Devos, Hannes et al. · indexed
43. Heart Rate and Pupil Dilation As Reliable Measures of Neuro-Cognitive Load Classification ↗ · 2022 · Abdurrahman, Usman Alhaji et al. · indexed
44. Measuring mental workload with the NASA-TLX needs to examine each dimension rather than relying on the global score: an example with driving · 2017 · Galy, Édith et al. · archived
45. Examining Measures of Mental Workload Across Cognitive- and Sensory-Based Vigilance Tasks ↗ · 2016 · Fraulini, Nicholas W. et al. · indexed
46. Measurement of Cognitive Workload by Use of Combined Methods Including Brain-Computer Interfaces · 2020 · Firat Özkan, N. et al. · archived
47. The association between physiological and eye-tracking metrics and cognitive load in drivers: A meta-analysis · 2024 · Wang, Ange et al. · archived
48. How Demanding is "Just Driving?" A Cognitive Workload - Psychophysiological Reference Evaluation · 2019 · Mehler, Bruce et al. · archived
49. Measurement Invariance of the Nasa TLX ↗ · 2008 · Bustamante, Ernesto A. et al. · indexed
50. Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers ↗ · 2009 · Mehler, Bruce et al. · indexed
51. A-208 Assessing Workload via the NASA-TLX: A Validation Study with the Trail Making Test and Grooved Pegboard ↗ · 2022 · Agbaroji, Hannah A et al. · indexed
52. The Measurement of Driver's Mental Workload: A Simulation-Based Study ↗ · 2007 · Liu, Ning et al. · indexed
53. On the measurement of pilot perceptual workload: a comparison of assessment techniques addressing sensitivity and intrusion issues ↗ · 1984 · Casali, John G. et al. · indexed
54. On the Workload of Vigilance: Comparison of the NASA-TLX and the MRQ ↗ · 2009 · Boles, David B. et al. · indexed
55. An on-road assessment of the impact of cognitive workload on physiological arousal in young adult drivers · 2009 · Reimer, Bryan et al. · archived
56. Review of Eye-related Measures of Drivers’ Mental Workload ↗ · 2015 · Marquart, Gerhard et al. · indexed
57. Validation of the Raw National Aeronautics and Space Administration Task Load Index (NASA-TLX) Questionnaire to Assess Perceived Workload in Patient Monitoring Tasks: Pooled Analysis Study Using Mixed Models (Preprint) ↗ · 2020 · Said, Sadiq et al. · indexed
58. Bench-Marking Drivers' Visual and Cognitive Demands: A Feasibility Study ↗ · 2015 · Zhang, Yu et al. · indexed
59. Reliable but multi-dimensional cognitive demand in operating partially automated vehicles · 2024 · Lohani, M et al. · archived
60. Assessment of bus driver's mental workload by Persian Driving Activity Load Index ↗ · 2021 · Babamiri, Mohammad et al. · indexed
61. Mental workload and driving · 2014 · Paxion, Julie et al. · archived
62. Multiple measures of monitoring mental workload ↗ · 2000 · Zhijun, Zhang · indexed
63. Comparing eye-tracking metrics of mental workload caused by NDRTs in semi-autonomous driving ↗ · 2022 · Chen, Weiya et al. · indexed
64. Examining potential confounds in use of the detection response task for in-vehicle system evaluation · 2017 · Goethe, RM et al. · archived
65. The power and sensitivity of four core driver workload measures for benchmarking the distraction potential of new driver vehicle interfaces · 2021 · McDonnell, AS et al. · archived
66. Extending the Detection Response Task to Simultaneously Measure Cognitive and Visual Task Demands ↗ · 2016 · Strayer, David L. · indexed
67. A Comparison of Rating Scale, Secondary-Task, Physiological, and Primary-Task Workload Estimation Techniques in a Simulated Flight Task Emphasizing Communications Load ↗ · 1983 · Casali, John G. et al. · indexed
68. What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Driving · 2022 · Gomaa, Amr et al. · archived
69. Multimodal Assessment of Mental Workload During Automated Vehicle Remote Assistance: Modeling of Eye-Tracking-Related, Skin Conductance, and Cardiovascular Indicators · 2025 · Walocha, Fabian et al. · archived
70. Handbook of Human Performance Measures and Crew Requirements for Flight Deck Research · 1995 · Rehmann, Albert J. · archived
71. Development of an Eye Response-Based Mental Workload Evaluation Method ↗ · 2022 · Tran, Cong Chi et al. · indexed
72. Response time and eye tracking datasets for activities demanding varying cognitive load ↗ · 2020 · Pillai, Prarthana et al. · indexed
73. Detection Response Tasks: Using Remote, Headmounted and Tactile Signals to Assess Cognitive Demand While Driving ↗ · 2013 · Harbluk, Joanne L et al. · indexed
74. Linking the Detection Response Task and the AttenD Algorithm Through Assessment of Human–Machine Interface Workload · 2017 · Lee, Joonbum et al. · archived
75. Development and validation of a simulation workload measure: The Simulation Task Load Index (SIM-TLX) ↗ · 2019 · Harris, David et al. · indexed
76. Measures of Driver Behavior and Cognitive Workload in a Driving Simulator and in a Real Traffic Environment - Experiences from Two Experimental Studies in Sweden · 2001 · Cici, Ruggero et al. · archived
77. Pilot’s mental workload nonlinear correlation among objective and subjective measurements ↗ · 2021 · Alaimo, A et al. · indexed
78. Estimation of Subjective Mental Work Load Level with Heart Rate Variability by Tolerance to Driver's Mental Load ↗ · 2011 · Yokoi, Toshiyuki et al. · indexed
79. Viewing the Workload of Vigilance Through the Lenses of the NASA-TLX and the MRQ ↗ · 2013 · Boles, David B. et al. · indexed
80. Evaluation of the tactile detection response task in a laboratory test using a surrogate driving set‐up ↗ · 2015 · Schindhelm, Roland et al. · indexed
81. Workload Assessment of Human-Machine Interface: A Simulator Study with Psychophysiological Measures · 2023 · Liu, Yuan-cheng et al. · archived
82. ANALYSIS OF THE IMPACT OF TASK DIFFICULTY ON THE OPERATORʾS WORKLOAD LEVEL ↗ · 2022 · Galant-Gołębiewska, Marta et al. · indexed
83. Unravelling the Physiological Correlates of Mental Workload · 2022 · John, Alka Rachel et al. · archived
84. Physiological Parameter Response to Variation of Mental Workload ↗ · 2017 · Marinescu, Adrian Cornelius et al. · indexed
85. Sensitivity evaluation of the visual, tactile, and auditory detection response task method while driving ↗ · 2016 · Stojmenova, Kristina et al. · indexed
86. Investigating the impact of driving workload on fatigue and performance for the purpose of road safety · 2026 · Serra, Patrizia et al. · archived
87. Evidence of validity and precision of the instruments used to measure mental workload: an integrative review of the literature ↗ · 2024 · Rodio-Trevisan, Karen Rayany et al. · indexed
88. Mental Workload Assessment: The Relationship Between Physiological Heart Rate Variability and Subjective NASA-TLX Measures ↗ · 2024 · Sutarto, Auditya Purwandini et al. · indexed
89. Measuring workload during a dynamic supervisory control task using cerebral blood flow velocity and the NASA-TLX ↗ · 2012 · Satterfield, Kelly et al. · indexed
90. Heart rate dynamics for cognitive load estimation in a driving simulation task · 2024 · Arutyunova, Karina Rollandovna et al. · archived
91. The impact of cognitive workload on physiological arousal in young adult drivers: a field study and simulation validation ↗ · 2011 · Reimer, Bryan et al. · indexed
92. Aircraft Pilots Workload Analysis: Heart Rate Variability Objective Measures and NASA-Task Load Index Subjective Evaluation ↗ · 2020 · Alaimo, Andrea et al. · indexed
93. Heavy vehicle driver workload assessment. Task 4, review of workload and related research · 1996 · Wierwille, W. et al. · archived
94. Cognitive and metabolic workload assessment techniques: A review in automotive manufacturing context ↗ · 2021 · Dadashi, Nastaran et al. · indexed
95. What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Driving · 2022 · Gomaa, Amr et al. · archived
96. Mental workload measurement in operator control room using NASA-TLX ↗ · 2017 · Sugarindra, M. et al. · indexed
97. The National Aviation and Space Agency Task Load Index (NASA-TLX): Does it Need Updating? ↗ · 2022 · Helton, William S. et al. · indexed
98. Evaluation of Subjective Mental Workload: A Comparison of SWAT, NASA‐TLX, and Workload Profile Methods ↗ · 2003 · Rubio, Susana et al. · indexed
99. Validation of auditory detection response task method for assessing the attentional effects of cognitive load ↗ · 2018 · Stojmenova, Kristina et al. · indexed
100. Development and validation of a pilot activity load index (PALI) based on NASA-TLX template ↗ · 2020 · Abdi, R et al. · indexed
101. Multimodal Assessment of Pilot Cognitive Workload Using ECG and Eye-Tracking Features in Simulated Flight Tasks · 2026 · Guan, Yixuan et al. · archived
102. Factors influencing mental workload indexes. ↗ · 1997 · Miyake, S. · indexed
103. Measuring mental workload using physiological measures: A systematic review ↗ · 2019 · Charles, Rebecca L. et al. · indexed
104. Workload assessment for mental arithmetic tasks using the task-evoked pupillary response ↗ · 2015 · Marquart, Gerhard et al. · indexed
105. Electrophysiological and performance variations following driving events involving an increase in mental workload · 2019 · Loeches De La Fuente, Hugo et al. · archived
106. Mental Workload, Task Demand and Driving Performance: What Relation? ↗ · 2014 · da Silva, Fátima Pereira · indexed
107. Assessment and monitoring of mental workload in subway train operations using physiological, subjective, and performance measures ↗ · 2020 · Jafari, Mohammad‐Javad et al. · indexed
108. Manipulating Drivers' Mental Workload: Neuroergonomic Evaluation of the Speed Regulation N-Back Task Using NASA-TLX and Auditory P3a · 2023 · Figalová, Nikol et al. · archived
109. Mental Workload Assessment of Health Care Staff by NASA-TLX ↗ · 2020 · MIYAKE, Shinji · indexed
110. A Review of Driver Mental Workload in Driver-Vehicle-Environment System · 2011 · Ba, Yutao et al. · archived
111. Multimodal Psychophysiological Signatures of Mental Workload ↗ · 2026 · Schindler, Hanna et al. · indexed
112. Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task ↗ · 2012 · Mehler, Bruce et al. · indexed
113. A Comparison of Heart Rate and Heart Rate Variability Indices in Distinguishing Single-Task Driving and Driving Under Secondary Cognitive Workload ↗ · 2011 · Mehler, Bruce et al. · indexed
114. Relevant Physiological Indicators for Assessing Workload in Conditionally Automated Driving, Through Three-Class Classification and Regression · 2022 · Meteier, Quentin et al. · archived
115. An analysis of the suitability of a low-cost eye tracker for assessing the cognitive load of drivers ↗ · 2018 · Čegovnik, Tomaž et al. · indexed
116. Monitoring drivers’ mental workload in driving simulators using physiological measures ↗ · 2010 · Brookhuis, Karel A. et al. · indexed
117. Method for Characterizing and Identifying Task Evoked Pupillary Responses During Varying Workload Levels ↗ · 2011 · Fong, Allan et al. · indexed
118. Examining physiological parameters of mental workload in the cockpit: a multimethod approach · 2026 · Hamann, Anneke et al. · archived
119. Assessing Mental Workload of Automotive Factory Employees Using NASA-TLX and RSME Methods · 2025 · Azizah, Fahriza Nurul et al. · archived
120. A dynamic ocular index for assessing mental workload across visual tasks ↗ · 2026 · Wang, Xuanzhi et al. · indexed
121. Physiological and Biochemical Measures of Mental Workload of Air Traffic Controllers: A Systematic Literature Review · 2021 · Wiediartini et al. · archived
122. Using the ISO detection response task to measure the cognitive load of driving four separate vehicles on two distinct highways · 2024 · Biondi, FN et al. · archived
123. Driver State Classification: Identifying High Cognitive Load and Drowsiness Through Driver Performance · 2026 · Ayas, Suzan et al. · archived
124. Discriminative Capabilities of Eye Gaze Measures for Cognitive Load Evaluation in a Driving Simulation Task ↗ · 2025 · Bakhchina, Anastasiia et al. · indexed
125. Cognitive ergonomics: Triangulation of physiological, subjective, and performance-based mental workload assessments ↗ · 2025 · Fogelberg, Emmie et al. · indexed
126. An Initial Assessment of the Significance of Task Pacing on Self-Report and Physiological Measures of Workload While Driving ↗ · 2013 · Mehler, Bruce et al. · indexed
127. Cognitive workload measurement and modeling under divided attention. · 2019 · Strayer, David L. et al. · archived
128. Investigating mental workload across task modalities: a multimodal analysis using pupillometry ↗ · 2024 · Dhengre, Snehal et al. · indexed
129. Sensitivity of Detection Response Task (DRT) to the Driving Demand and Task Difficulty · 2013 · Bruyas, Marie-Pierre et al. · archived
130. Measuring Mental Workload and Heart Rate Variability of Officers During Different Navigation Conditions ↗ · 2021 · ÖZSEVER, Barış et al. · indexed
131. Mental Workload Evaluation of Pilots Using Pupil Dilation ↗ · 2016 · Othman, Norashiken et al. · indexed
132. Detection of Cognitive Load Modulation by EDA and HRV · 2025 · Boffet, Alexis et al. · archived
133. Driver Workload Metrics Project: Task 2 Final Report ↗ · 2006 · U.S. Department of Transportation · indexed
134. A Surrogate Test for Cognitive Demand: Tactile Detection Response Task (TDRT) ↗ · 2015 · Hsieh, Li et al. · indexed
135. Real-time Driver Cognitive Strain Evaluation System Based on Multivariate Biosignal Analysis · 2022 · Shimizu, Takeshi et al. · archived
136. Classification of Drivers' Workload Using Physiological Signals in Conditional Automation · 2021 · Meteier, Quentin et al. · archived
137. Short-term cardiovascular measures for driver support: Increasing sensitivity for detecting changes in mental workload ↗ · 2014 · Stuiver, Arjan et al. · indexed
138. Evaluating the Cognitive Load of Pilots: A Review of Workload Assessment Tools and Data Analysis Methods ↗ · 2024 · Cesare, Michele Giuseppe Di et al. · indexed
139. Should we use the NASA-TLX in HCI? A review of theoretical and methodological issues around Mental Workload Measurement ↗ · 2025 · Babaei, Ebrahim et al. · indexed
140. Impact of Cognitive Workload on Physiological Arousal and Performance in Younger and Older Drivers · 2011 · Son, Joonwoo et al. · archived
141. Evaluating mental workload during multitasking in simulated flight ↗ · 2022 · Li, Wenbin et al. · indexed
142. Systematic review of measurement tools to assess surgeons' intraoperative cognitive workload ↗ · 2018 · Dias, R D et al. · indexed
143. Driver Distraction through Conversation Measured with Pupillometry ↗ · 2013 · Dlugosch, Carsten et al. · indexed
144. Evaluation of Subjective and EEG-Based Measures of Mental Workload · 2013 · Funke, Gregory et al. · archived
145. Comparing Eye-Tracking Metrics with the Driver Activity Load Index ↗ · 2026 · Bend, Julia et al. · indexed
146. Evaluation of 16 Measures of Mental Workload using a Simulated Flight Task Emphasizing Mediational Activity ↗ · 1985 · Wierwille, Walter W. et al. · indexed
147. Measuring cognitive distraction in the automobile · 2013 · Strayer, DL et al. · archived
148. The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load ↗ · 2021 · Ayres, Paul et al. · indexed
149. Investigating the Feasibility of Vehicle Telemetry Data as a Means of Predicting Driver Workload · 2017 · Taylor, Phillip et al. · archived
150. Heart rate variability based assessment of cognitive workload in smart operators ↗ · 2020 · Digiesi, Salvatore et al. · indexed
151. An Analysis of Mental Workload in Pilots During Flight Using Multiple Psychophysiological Measures ↗ · 2002 · Wilson, Glenn F. · indexed
152. Assessment of Crew Workload Measurement Methods, Techniques and Procedures. Volume 2. Guidelines for the Use of Workload Assessment Techniques in Aircraft Certification ↗ · 1989 · Corwin, William H. et al. · indexed
153. Mental Workload in Truck Driving: A NASA-TLX and HRV-Based Comparison Across Day-Night and Rural-Urban Conditions · 2025 · Hastiya Annisa Fitri et al. · archived
154. Applying Adaptive Gain Theory to Pupillary Dynamics During Hands-Off L2 Driving Under High Cognitive Load ↗ · 2026 · Goodridge, Courtney Michael et al. · indexed
155. Measuring the Workload of Sustained Attention: Further Evaluation of the Multiple Reources Questionnaire ↗ · 2008 · Boles, David B. et al. · indexed
156. Recherche d’indicateurs électrodermaux pour l’analyse de la charge mentale en conduite automobile ↗ · 2009 · Clarion, Antoine · indexed
157. Event-related potentials as indices of mental workload while using an in-vehicle information system · 2018 · Solís-Marcos, I. et al. · archived
158. Estimation of driver's mental workload using visual information and heart rate variability ↗ · 2010 · Kawakita, Eiji et al. · indexed
159. Measuring the Workload of Sustained Attention ↗ · 2006 · Finomore, Victor S. et al. · indexed
160. A Multidimensional Concept of Mental Workload: A Systematic Review ↗ · 2022 · Hidayat, Veny et al. · indexed
161. The Cognitive Eye: Indexing Oculomotor Functions for Mental Workload Assessment in Cognition-Aware Systems ↗ · 2021 · Grimmer, Janine et al. · indexed
162. Common Subjective Mental Workload Assessment Measures: Advantages and Disadvantages ↗ · 2024 · Hamid Reza Mokhtarinia et al. · indexed
163. Investigating the Impact of Road Condition Complexity on Driving Workload Based on Subjective Measurement using NASA TLX · 2017 · Sugiono, Sugiono et al. · archived
164. Instantaneous Measures of Mental Workload: An Initial Investigation ↗ · 1984 · Antin, Jonathan F. et al. · indexed
165. Progress in Mental Workload Measurement ↗ · 1986 · Moray, Neville et al. · indexed
166. Driver’s Mental Workload Measurement Concerning Cognitive Channels ↗ · 2020 · Chen, Weiya et al. · indexed
167. Assessment of Drivers’ Mental Workload by Multimodal Measures during Auditory-Based Dual-Task Driving Scenarios ↗ · 2024 · Huang, Jiaqi et al. · indexed
168. Measurement of mental workload by heart rate variability indexes. ↗ · 1992 · MURATA, Atsuo · indexed
169. Qualitative Standard of Driver Workload ↗ · 2011 · Hu, Jiang-bi et al. · indexed
170. Streamlining NASA Task Load Index for Simulated Fighter Missions ↗ · 2026 · Mansikka, Heikki et al. · indexed
171. Mental workload measurement for emergency operating procedures in digital nuclear power plants ↗ · 2013 · Gao, Qin et al. · indexed
172. Distracted worker: Using pupil size and blink rate to detect cognitive load during manufacturing tasks ↗ · 2022 · Biondi, Francesco et al. · indexed
173. Eye Glance Analysis of the Surrogate Tests for Driver Distraction · 2015 · Hsieh, Li et al. · archived
174. Eye-Gaze Metrics for Cognitive Load Detection on a Driving Simulator ↗ · 2022 · Pillai, Prarthana et al. · indexed
175. Impact of experience on the sensitivity, acceptability, and intrusive of two subjective mental workload techniques: The NASA TLX and workload profile ↗ · 2023 · Barajas-Bustillos, Manuel A. et al. · indexed
176. Assessing cognitive distraction in the automobile · 2015 · Strayer, DL et al. · archived
177. Recommendations for Mental Workload Measurement in a Test and Evaluation Environment ↗ · 1993 · Wierwille, W. W. et al. · indexed
178. Examining the Convergent and Discriminant Validity of Visual and Mental Workload Using Ocular Activity Variables ↗ · 2010 · Jessee, Michael S. · indexed
179. Task difficulty and physiological measures of mental workload in air traffic control: a scoping review · 2021 · Pagnotta, Murillo et al. · archived
180. Measuring cognitive distraction in the automobile II · 2014 · Strayer, DL et al. · archived
181. Occlusion Paradigm as a Tool to Assess Visual Distraction from In-Vehicle Telematics ↗ · 2002 · Frank, Tracy L. et al. · indexed
182. Assessment of Crew Workload Measurement Methods, Techniques and Procedures. Volume 1. Process, Methods and Results ↗ · 1989 · Corwin, William H. et al. · indexed
183. Cardiac Measures of Driver Workload during Simulated Driving with and without Visual Occlusion ↗ · 2003 · Backs, Richard W et al. · indexed
184. Measuring mental workload and physiological reactions in marine pilots: Building bridges towards redlines of performance ↗ · 2018 · Orlandi, Luca et al. · indexed
185. Systematic Literature Review Of Workload Calculation Using NASA-TLX · 2022 · Surtiningtyas, Sri Rahayu et al. · archived
186. 2C3-3　Real-Time Estimation of Mental-WorkLoad for Drivers Based on Multidimensional Biosignal Analysis · 2019 · SHIMIZU, Takeshi et al. · archived
187. EEG-based cognitive load estimation during the use of a virtual wheelchair simulator ↗ · 2026 · Pereira Salgado, Débora et al. · indexed
188. Validating an integrated workload scale for vessel traffic services: a comparative assessment with NASA-TLX · 2026 · Crestelo Moreno, Fernando et al. · archived
189. Effects of Demand Transitions on Vigilance Performance and Perceived Workload ↗ · 1995 · Moroney, Brian W. et al. · indexed
190. Exploring the Relationship between Mental Workload, Variation in Performance and Physiological Parameters ↗ · 2016 · Marinescu, A. et al. · indexed
191. Heart rate measures reflect the interaction of low mental workload and fatigue during driving simulation ↗ · 2012 · Trutschel, Udo et al. · indexed
192. Using pupillometry and gaze-based metrics for understanding drivers’ mental workload during automated driving · 2023 · Radhakrishnan, Vishnu et al. · archived
193. Evaluating Driver Mental Workload in a Realistic Condition using Eye Movement Sensor ↗ · 2018 · Son, Le Anh et al. · indexed
194. State of science: mental workload in ergonomics · 2014 · Young, Mark S. et al. · archived
195. Driver Cognitive Load Classification Based on Physiological Data—Case Study 7 · 2021 · He, Dengbo et al. · archived
196. Estimating cognitive load using remote eye tracking in a driving simulator ↗ · 2010 · Palinko, Oskar et al. · indexed
197. Functional near-infrared spectroscopy in the evaluation of urban rail transit drivers’ mental workload under simulated driving conditions ↗ · 2019 · Li, Lan-peng et al. · indexed
198. Evaluating instructional designs with mental workload assessments in university classrooms ↗ · 2020 · Longo, Luca et al. · indexed
199. Performance and workload trends: The effects of repeated exposure to "high" demand tasks · 2018 · Wheatley, CL et al. · archived
200. Physiological Measures of Aircrew Mental Workload ↗ · 1979 · Wierwille, Walter W. · indexed
201. Psycho Physiological and Subjective Responses to Mental Workload Levels during N-Back Task ↗ · 2016 · Fallahi, Majid et al. · indexed
202. Driver Adaptive Task Allocation: A Field Driving Study · 2017 · Lei, S. et al. · archived
203. ANALISIS BEBAN KERJA MENTAL DENGAN METODA NASA-TASK LOAD INDEX ↗ · 2019 · Simanjuntak, Risma Adelina · indexed
204. The sensitivity of psychophysiological measures to changes in mental workload ↗ · 2025 · Büchli, Adrian et al. · indexed
205. Guidelines for Choosing Cognitive Load Measures in Perceptually Rich Environments ↗ · 2022 · Skulmowski, Alexander · indexed
206. Translation, cultural adaptation, and psychometric evaluation of the NASA-TLX questionnaire among various occupational groups of Persian speakers ↗ · 2026 · Mokhtarinia, Hamid Reza et al. · indexed
207. Measuring Cognitive Load in Virtual Reality Training via Pupillometry ↗ · 2024 · Lee, Joy Yeonjoo et al. · indexed
208. Review and Discussion on Driving Workload Quantification in Traffic Safety ↗ · 2018 · Lyu, Nengchao et al. · indexed
209. Evaluation of a Method to Estimate Driving Workload in Real Time: Watching Video Clips Versus Simulated Driving · 2011 · Green, Paul et al. · archived
210. Development of an Evaluation Method for a Driver's Cognitive Workload Using ECG Signal ↗ · 2014 · Hong, Wongi et al. · indexed
211. Using Pupillometry to Indicate the Cognitive Redline ↗ · 2016 · Rodriguez-Paras, Carolina et al. · indexed
212. Measuring mental workload: ocular astigmatism aberration as a novel objective index ↗ · 2017 · Jiménez, Raimundo et al. · indexed
213. A Comparative Study of Mental Workload among Truck Drivers: The Effects of Truck Type and Age Using HRV Metrics · 2025 · Siti Hidayanti Mutiara Kurnia et al. · archived
214. Behavioral Measures of Aircrew Mental Workload ↗ · 1979 · Williges, Robert C. et al. · indexed
215. A comparison of four methods for cognitive load measurement ↗ · 2011 · Chen, Siyuan et al. · indexed
216. Heavy vehicle driver workload assessment. Task 1, task analysis data and protocols review · 1996 · Tijerina, L et al. · archived
217. Cognitive load estimation in VR flight simulator · 2023 · Hebbar, Archana et al. · archived
218. Using physiological signals to measure operator’s mental workload in shipping – an engine room simulator study ↗ · 2017 · Wu, Yanbin et al. · indexed
219. Multiple Measures of Driver Workload according to Takeover Request Lead Time in Conditionally Autonomous Driving ↗ · 2020 · Yun, Yong Deok et al. · indexed
220. Measuring driver distraction – Evaluation of the box task method as a tool for assessing in-vehicle system demand ↗ · 2020 · Morgenstern, Tina et al. · indexed
221. The sensitivity of Galvanic Skin Response for assessing mental workload in Indonesia ↗ · 2017 · Widyanti, Ari et al. · indexed
222. Development and Application of a Criterion Task Set for Workload Metric Evaluation ↗ · 1983 · Clark A., Shingledecker et al. · indexed
223. Mental Workload (MWL) Measurement of Officers in Simulated Ship Navigation; Determining the Redlines of Performance ↗ · 2022 · Özsever, Barış et al. · indexed
224. On the Reliability, Validity and Sensitivity of Three Mental Workload Assessment Techniques for the Evaluation of Instructional Designs: A Case Study in a Third-level Course ↗ · 2018 · Longo, Luca · indexed
225. Cross-modal cognitive workload estimation in driving simulation: CCI–pupil coherence, vestibular mediation, and a multimodal workload index across five washout algorithm conditions ↗ · 2026 · Aykent, Baris · indexed
226. Effective Indices for Monitoring Mental Workload While Performing Multiple Tasks ↗ · 2015 · Hsu, Bin-Wei et al. · indexed
227. Time perception as a workload measure in simulated car driving ↗ · 2009 · Baldauf, Daniel et al. · indexed
228. Mental Workload as a Function of Road Type and Visibility: Comparison of Neurophysiological, Behavioral, and Subjective Indices ↗ · 2004 · Baldwin, Carryl L. et al. · indexed
229. Mental workload analysis of Industrial Engineering students in Cebu Technological University: National Aeronautics and Space Administration-Task Load Index ↗ · 2024 · Castilla, Delfa G. et al. · indexed
230. Impact of the difficulty of the box task on its sensitivity when combined with a detection response task to assess secondary task workload ↗ · 2025 · Trommler, Daniel et al. · indexed
231. Evaluation of physiological responses to mental workload in n-back and arithmetic tasks ↗ · 2023 · Wiediartini et al. · indexed
232. Driver's Behavior and Workload Assessment for New In-Vehicle Technologies Design ↗ · 2007 · Pauzié, Annie et al. · indexed
233. On the selection of stimulus for the auditory variant of the detection response task method for driving experiments ↗ · 2017 · Stojmenova, Kristina et al. · indexed
234. Competing for cognitive resources: Measuring workload in a time pressured dual-task environment. ↗ · 2018 · Palada, Hector et al. · indexed
235. Physiological responses related to moderate mental load during car driving in field conditions ↗ · 2015 · Wiberg, Henrik et al. · indexed
236. Predicting Operator Workload from Oculometric Data in High-Demand Environments: A Case Study with MATB-II · 2025 · Pogliano, Marco et al. · archived
237. A method for building a real-time cluster-based continuous mental workload scale ↗ · 2009 · Lin, Y. et al. · indexed
238. Assessment of Combination of Automated Pupillometry and Heart Rate Variability to Detect Driving Fatigue · 2022 · Shi, Lin et al. · archived
239. Multimodal Study of the Effects of Varying Task Load Utilizing EEG, GSR and Eye-Tracking · 2019 · Born, Jannis et al. · archived
240. Comparison of concurrent cognitive load measures during n-back tasks ↗ · 2024 · Pillai, Prarthana et al. · indexed
241. Study of Reproducibility of Pedal Tracking and Detection Response Task to Assess Driver Distraction ↗ · 2015 · Iwasa, Tatsuya et al. · indexed
242. Tapping task as an index of mental workload in a time sharing task¹ ↗ · 2002 · Shinohara, Kazumitsu et al. · indexed
243. Sensitivity and diagnosticity of NASA-TLX and simplified SWAT to assess the mental workload associated with operating an agricultural sprayer ↗ · 2010 · Dey, Asit et al. · indexed
244. Using Saccadic Intrusions To Quantify Mental Workload ↗ · 2009 · Tokuda, Satoru et al. · indexed
245. Investigating the validity of subjective workload rating (NASA TLX) and subjective situation awareness rating (SART) for cognitively complex human–machine work ↗ · 2021 · Braarud, Per Øivind · indexed
246. A comprehensive prediction and evaluation method of pilot workload · 2018 · Feng, Chuanyan et al. · archived
247. Development of a Human Performance Simulation Model to Evaluate In-Vehicle Information and Control Systems in Commercial Trucking Operations · 2007 · Griffin, Meredith J. et al. · archived
248. Pupil Dilation as an Index of Examinee's Cognitive Load in Answering a Mathematics Question: A Comparison Study of Different Approaches ↗ · 2023 · Wang, Tzu‐Hua et al. · indexed
249. Prediction of Driver's Workload from Slow Fluctuations of Pupil Diameter ↗ · 2018 · Yokoyama, Hiroshi et al. · indexed
250. Effects of non-driving related tasks on mental workload and take-over times during conditional automated driving · 2021 · Müller, Andreas et al. · archived
251. 533 Evaluation of subjective scales for measuring mental workload: literature review ↗ · 2018 · Alpert, FF et al. · indexed
252. Cardiovascular Biomarkers’ Inherent Timescales in Mental Workload Assessment During Simulated Air Traffic Control Tasks · 2020 · Radüntz, Thea et al. · archived
253. Workload and Vigilance ↗ · 1998 · Warm, Joel S. et al. · indexed
254. Subjective Evaluation of Physical and Mental Workload Interactions Across Different Muscle Groups ↗ · 2014 · Mehta, Ranjana K. et al. · indexed
255. Unraveling the Physiological Correlates of Mental Workload Variations in Tracking and Collision Prediction Tasks ↗ · 2022 · John, Alka Rachel et al. · indexed
256. Effects of task difficulty and time‐on‐task on mental workload ↗ · 2002 · Haga, Shigeru et al. · indexed
257. Looking Beyond Self-Reported Cognitive Load: Comparing Pupil Diameter Against Self-Reported Cognitive Load in Design Tasks ↗ · 2025 · Cass, Madison et al. · indexed
258. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods – Phase II · 2020 · Kondyli, Alexandra et al. · archived
259. Multimodal Brain–Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines · 2024 · Angkan, Prithila et al. · archived
260. Measuring Photoplethysmogram-Based Stress-Induced Vascular Response Index to Assess Cognitive Load and Stress ↗ · 2015 · Lyu, Yongqiang et al. · indexed
261. DISSOCIABLE ASPECTS OF MENTAL WORKLOAD: EXAMINATIONS OF THE P300 ERP COMPONENT AND PERFORMANCE ASSESSMENTS · 2005 · BALDWIN, Carryl L. et al. · archived
262. Brief review on physiological and biochemical evaluations of human mental workload ↗ · 2011 · Lean, Ying et al. · indexed
263. Real-time prediction of short-timescale fluctuations in cognitive workload · 2021 · Boehm, U et al. · archived
264. Driving and Speaking: Revelations by the Head-Mounted Detection Response Task · 2013 · Conti, Antonia S et al. · archived
265. On validating a generic camera-based blink detection system for cognitive load assessment · 2023 · Biondi, Francesco N. et al. · archived
266. The Occlusion Method for Measuring Visual Demand at the IT-Based Driver’s Workplace · 2018 · Bretschneider-Hagemes, Michael · archived
267. Improving upper-limb prosthesis usability: Cognitive workload measures quantify task difficulty · 2022 · Cooper, JM et al. · archived
268. Measuring Cognitive Distraction in the Automobile II: Assessing In-Vehicle Voice-Based Interactive Technologies · 2014 · AAA Foundation for Traffic Safety · archived
269. Indices of Mental Workload in a Complex Task Environment ↗ · 2008 · Veltman, J.A. et al. · indexed
270. Measurement of Mental Workload Changes during Laparoscopy with a Visual-Spatial Task ↗ · 2015 · Warvel, Levi et al. · indexed
271. Assessment of Seafarers’ Mental Workload: A Study on High Speed Craft · 2024 · Kartoglu, Cem et al. · archived
272. Analysis of Mental Workload on Counter Sales Using NASA-TLX Method · 2023 · Safitri Ramadhani, Dinda et al. · archived
273. Real-Time Biometric Monitoring for Cognitive Workload Detection: A Narrative Review of Applications in High-Demand Professions · 2025 · O'Hara, Reginald B. et al. · archived
274. Simulator Evaluation of Heavy-Vehicle Driver Workload ↗ · 1995 · Kantowitz, Barry H. · indexed
275. Evaluation of Workload in Military Pilots During Formation Flight Instruction: Impacts of Function and Experience ↗ · 2025 · de Almeida, Marcelo Furtado et al. · indexed
276. Cognitive load theory and its measurement: a study of secondary tasks in relation to working memory ↗ · 2022 · Greenberg, Kevin et al. · indexed
277. Effects of mental workload on physiological and subjective responses during traffic density monitoring: A field study ↗ · 2015 · Fallahi, Majid et al. · indexed
278. Workload Measurement Method for Manned Vehicles in Multitasking Environments ↗ · 2024 · Yang, Chenyuan et al. · indexed
279. Measures and Methods Used to Assess the Safety and Usability of Driver Information Systems · 1995 · Green, Paul · archived
280. Study on the impact of indirect driving system on mental workload and task performance of driver ↗ · 2013 · Wu, Jingjie et al. · indexed
281. Mapping Mental Load in Car Driving ↗ · 1978 · WILDERVANCK, C. et al. · indexed
282. Investigating the Influence of Working Memory Processes on the Box Task combined with a Detection Response Task · 2022 · Trommler, Daniel et al. · archived
283. Assessing the Driver’s Current Level of Working Memory Load with High Density Functional Near-infrared Spectroscopy: A Realistic Driving Simulator Study · 2017 · Unni, Anirudh et al. · archived
284. Driver’s mental workload prediction model based on physiological indices ↗ · 2017 · Yan, Shengyuan et al. · indexed
285. Comparison of mental workload with N-Back test: A new design for NASA-task load index questionnaire ↗ · 2021 · Alimohammadlou, Moslem et al. · indexed
286. Indexing Mental Workload During Simulated Air Traffic Control Tasks by Means of Dual Frequency Head Maps · 2020 · Radüntz, Thea et al. · archived
287. A review of physiological measures for mental workload assessment in aviation ↗ · 2023 · Luzzani, G. et al. · indexed
288. Estimation of Older Driver's Cognitive Performance and Workload Using Features of Eye movement and Pupil Response on Test Routes ↗ · 2022 · Nakayama, Minoru et al. · indexed
289. Detection Response Task Evaluation for Driver Distraction Measurement for Auditory-Vocal Tasks: Experiment 2 · 2019 · Ranney, Thomas A. et al. · archived
290. MEASUREMENT OF HEART RATE TO DETERMINE CAR DRIVERS' PERFORMANCE IMPAIRMENT IN SIMULATED DRIVING: AN OVERVIEW ↗ · 2016 · Ismail, Faizul Rizal et al. · indexed
291. Comparison of Static and Driving Simulator Venues for the Tactile Detection Response Task · 2013 · Engström, Johan et al. · archived
292. Ageing drivers’ mental workload in real-time driving tasks based on subjective and objective measures · 2021 · Rahman, Nurul Izzah Abd et al. · archived
293. Anaesthesia workload measurement devices: qualitative systematic review ↗ · 2018 · Almghairbi, Dalal S et al. · indexed
294. Measurement of Train Driver Mental Workload Using the RNASA-TLX Method · 2024 · Suhanto, Suhanto et al. · archived
295. Estimates of Driver Mental Workload: A Long-Term Field Trial of Two Subsidiary Tasks ↗ · 1995 · Zeitlin, Lawrence R. · indexed
296. Measuring the mental workload and identifying stress factors among public transportation drivers in Cikande, Indonesia · 2024 · Eka Indah Yuslistyari et al. · archived
297. Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task ↗ · 2022 · Aygun, Ayca et al. · indexed
298. Examining the Mental Workload Associated With Digital Health Technologies in Health Care: Protocol for a Systematic Review Focusing on Assessment Methods (Preprint) ↗ · 2021 · Kremer, Lisanne et al. · indexed
299. Driver mental workload measurement trends and cognitive impacts: a literature review ↗ · 2026 · Faidah, Uyun Nadzirotul et al. · indexed
300. Gaze Entropy Metrics for Mental Workload Estimation are Heterogenous During Hands-Off Level 2 Automation · 2023 · Goodridge, Courtney Michael et al. · archived
301. Analysis of Neurophysiological Correlates of Mental Fatigue in Both Monotonous and Demanding Driving Conditions · 2025 · Dello Iacono, Francesca et al. · archived
302. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods –Phase III · 2022 · Kondyli, Alexandra et al. · archived
303. Psychophysiological responses to takeover requests in conditionally automated driving · 2020 · Du, Na et al. · archived
304. Functional near-infrared spectroscopy (fNIRS) and Eye tracking for Cognitive Load classification in a Driving Simulator Using Deep Learning · 2024 · Khan, Mehshan Ahmed et al. · archived
305. Measuring cognitive load in augmented reality with physiological methods: A systematic review ↗ · 2023 · Suzuki, Yuko et al. · indexed
306. Mental workload classification using heart rate metrics ↗ · 2009 · Henelius, A. et al. · indexed
307. Multimodal EEG and Eye-Tracking Assessment of Perceived Mental Workload and Situation Awareness in a Visual Display Terminal Simulation Task ↗ · 2026 · Xiao, Mingchong et al. · indexed
308. A Comprehensive Review of Driver’s Attention and the Evaluation Methods · 2021 · Abbasi, Elahe et al. · archived
309. Limitations of subjective cognitive load measures in simulation‐based procedural training ↗ · 2015 · Naismith, Laura M et al. · indexed
310. The Impacts of Temporal Variation and Individual Differences in Driver Cognitive Workload on ECG-Based Detection ↗ · 2021 · Yang, Shiyan et al. · indexed
311. Heavy vehicle driver workload assessment. Task 3, task analysis data collection · 1996 · Kiger, Steven et al. · archived
312. Mental Workload as a Predictor of ATCO’s Performance: Lessons Learnt from ATM Task-Related Experiments · 2024 · Muñoz-de-Escalona, Enrique et al. · archived
313. Car driving temporal cognitive workload estimation using features of eye tracking ↗ · 2024 · Nakayama, Minoru et al. · indexed
314. Development of a Steering Entropy Method for Evaluating Driver Workload ↗ · 1999 · Nakayama, Okihiko et al. · indexed
315. Cognitive load, working memory capacity and driving performance: A preliminary fNIRS and eye tracking study · 2023 · Broadbent, David P. et al. · archived
316. Validation of Vigilance Decline Capability in A Simulated Test Environment: A Preliminary Step Towards Neuroadaptive Control · 2024 · Mahu, Andra et al. · archived
317. Estimation of mental workload during automobile driving based on the measurement of eye and head movement · 2019 · CHIHARA, Takanori et al. · archived
318. Ocular Activity as a Measure of Mental and Visual Workload ↗ · 2010 · Jessee, M. Sage · indexed
319. Assessment of mental workload based on multi-physiological signals · 2020 · Fan, Xiaoli et al. · archived
320. Evaluation of Mental Workload Based on Pursuit Eye Movement ↗ · 2013 · Ishii, Masaki et al. · indexed
321. Real-time mental workload measurement for four break configurations in cognitive tasks using the EEG-based workload index (EWI) · 2024 · Arana-De-Las-Casas, Nancy Ivette et al. · archived
322. Mental Workload of Common Voice-Based Vehicle Interactions across Six Different Vehicle Systems · 2014 · AAA Foundation for Traffic Safety · archived
323. Measurement of Workload by Secondary Tasks ↗ · 1979 · Ogden, George D. et al. · indexed
324. Mental workload during brain–computer interface training ↗ · 2012 · Felton, Elizabeth A. et al. · indexed
325. Detecting and Predicting Pilot Mental Workload Using Heart Rate Variability: A Systematic Review ↗ · 2024 · Wang, Peizheng et al. · indexed
326. Mental workload is reflected in driver behaviour, physiology, eye movements and prefrontal cortex activation ↗ · 2018 · Foy, Hannah J. et al. · indexed
327. Pupillometry in Driver Workload Assessment: Opportunities and Challenges ↗ · 2025 · Bosurgi, Gaetano et al. · indexed
328. Driver arousal and workload under partial vehicle automation: A pilot study · 2020 · Lohani, M et al. · archived
329. Exploring the feasibility of using functional tissue pulsatility imaging to measure cognitive load during an abbreviated vigilance task ↗ · 2014 · Ramirez, Raul et al. · indexed
330. Novel method of measuring the mental workload of anaesthetists during clinical practice ↗ · 2010 · Byrne, A.J. et al. · indexed
331. Measuring Load on Working Memory: The Use of Heart Rate as a Means of Measuring Chemistry Students’ Cognitive Load ↗ · 2014 · Cranford, Kristen N. et al. · indexed
332. Basic study on evaluation of navigator's mental workload by sticking plaster-type sensor ↗ · 2015 · Murai, Koji et al. · indexed
333. Profiling cognitive workload in an unmanned vehicle control task with cognitive models and physiological metrics ↗ · 2022 · Stevens, Christopher A. et al. · indexed
334. Sensitivity of Physiological Measures of Acute Driver Stress: A Meta-Analytic Review · 2021 · Kerautret, Laora et al. · archived
335. Fuzzy-TLX: using fuzzy integrals for evaluating human mental workload with NASA-Task Load indeX in laboratory and field studies ↗ · 2013 · Mouzé-Amady, Marc et al. · indexed
336. Real-time and multi-factor determination of mental workload for the aircraft certification process ↗ · 2018 · Mérand, Johanna et al. · indexed
337. The use of Tholos software for combining measures of mental workload: Toward theoretical and methodological improvements ↗ · 2008 · Cegarra, Julien et al. · indexed
338. Driver's mental workload estimation based on empirical physiological indicators ↗ · 2016 · Guo, Weiwei et al. · indexed
339. Estimation of mental workload during automobile driving based on eye-movement measurement with a visible light camera · 2020 · CHIHARA, Takanori et al. · archived
340. Measure Emergent Maintenance Shelter Operational Personnel’s Mental Workload with Field Test Method ↗ · 2011 · Wu, Lei Ming et al. · indexed
341. Average heart rate for driver monitoring systems · 2016 · Biondi, F et al. · archived
342. Analysis of Mental Workload in Human Resource Department ↗ · 2018 · Miranda, Suci et al. · indexed
343. Electrocardiographic features for the measurement of drivers' mental workload ↗ · 2017 · Heine, Tobias et al. · indexed
344. Evaluation of the workload and drowsiness during car driving by using high resolution EEG activity and neurophysiologic indices ↗ · 2014 · Maglione, A. et al. · indexed
345. Comparison of In-Flight and Post-Flight Use of NASA-TLX ↗ · 2024 · Mansikka, Heikki et al. · indexed
346. Psychophysiological responses to takeover requests in conditionally automated driving · 2020 · Du, Na et al. · archived
347. Evaluation of Driving-Assistance Systems Based on Drivers' Workload · 2001 · Takada, Yuji et al. · archived
348. Individual Differences in Human-Agent Teaming ↗ · 2014 · Wright, Julia L. et al. · indexed
349. Drivers’ Psycho-Physiology Characteristics and Workload Identification in Prairie Highway Work Zones ↗ · 2026 · Lyu, Zhen et al. · indexed
350. A field study of mental workload: conventional bus drivers versus bus rapid transit drivers ↗ · 2021 · Piranveyseh, Peyman et al. · indexed
351. Classifying driver workload using physiological and driving performance data ↗ · 2014 · Solovey, Erin T. et al. · indexed
352. Multimodal Recognition of Cognitive Workload for Multitasking in the Car ↗ · 2010 · Putze, Felix et al. · indexed
353. Spectral Analysis of Heart Rate Variability as a Quantitative Indicator of Driver Mental Fatigue ↗ · 2002 · Li, Zengyong et al. · indexed
354. Detection of Driver Workload Using Wrist-Worn Wearable Sensors: A Feasibility Study ↗ · 2020 · Tanaka, Ryuto et al. · indexed
355. JLR heart: Employing wearable technology in non-intrusive driver state monitoring. Preliminary study ↗ · 2016 · Melnicuk, Vadim et al. · indexed
356. Physiological Methods and Measurements in Driving Simulation ↗ · 2004 · Rizzo, Matthew · indexed
357. Effect of cognitive load on drivers’ State and task performance during automated driving: Introducing a novel method for determining stabilisation time following take-over of control ↗ · 2021 · Melnicuk, Vadim et al. · indexed
358. Workload Analysis of Rapid Response Team Regional Disaster Management Agency at the Support Command Post of the COVID-19 Task Force Special Region of Yogyakarta Indonesia ↗ · 2024 · Farihah, Tutik et al. · indexed
359. Exploring the Linkage between Facial Expression and Mental Workload for Arithmetic Tasks ↗ · 2011 · Stone, Richard T. et al. · indexed
360. The effect of cognitive load on Detection-Response Task (DRT) performance during day- and night-time driving: A driving simulator study · 2023 · Öztürk, İbrahim et al. · archived
361. The development of eye-tracking and pupilmetrics in the assessment of cognitive load ↗ · 2019 · Chou, Yuju et al. · indexed
362. Using Multimodal Methods and Machine Learning to Recognize Mental Workload: Distinguishing Between Underload, Moderate Load, and Overload ↗ · 2024 · Jiang, Zebin et al. · indexed
363. Deriving workload from driving behavior and psycho-physiology in work zones ↗ · 2025 · Zhao, Chi et al. · indexed
364. Physiological and Subjective Evaluation of Mental Workload on mariners, Using Bridge Simulator : Nasal Temperature and NASA-TLX ↗ · 2008 · HIKIDA, Kenjiro et al. · indexed
365. The Event-Related Brain Potential as a Selective Index of Display Load ↗ · 1979 · Isreal, Jack B. et al. · indexed
366. Examining Mental Workload Relating to Digital Health Technologies in Health Care: A Systematic Review focusing on Assessment Methods (Preprint) ↗ · 2022 · Kremer, Lisanne et al. · indexed
367. Feasibility and use of psychophysiological responses based on cognitive load theory ↗ · 2019 · Kim, Jeonghyun et al. · indexed
368. The Evolution of Autonomic Space as a Method of Mental Workload Assessment for Driving · 2003 · Lenneman, John K et al. · archived
369. Evaluating the Sensitivity of Various Measures of Operator Workload Using Random Digits as a Secondary Task ↗ · 1978 · Savage, Ricky E. et al. · indexed
370. Measuring linguistically-induced cognitive load during driving using the ConTRe task ↗ · 2013 · Demberg, Vera et al. · indexed
371. Defining workload in the context of driver state detection and HMI evaluation ↗ · 2012 · Mehler, Bruce et al. · indexed
372. Analysis of Driver Workload on Different Types of Optical Tunnels ↗ · 2019 · Luo, Jie et al. · indexed
373. The Effects of Cognitive and Visual Workload on Peripheral Detection in the Detection Response Task ↗ · 2018 · van Winsum, Wim · indexed
374. Measuring workload with electrodermal activity during common braking actions ↗ · 2014 · Collet, C. et al. · indexed
375. No difference in arousal or cognitive demands between manual and partially automated driving: A multi-method on-road study · 2021 · Lohani, M et al. · archived
376. Analisis Beban Kerja Mental Menggunakan Metode NASA-TLX pada Engineering Departement (Studi Kasus PT. Muliaglass Float Division) ↗ · 2024 · Alfianto, Rafly et al. · indexed
377. fNIRS, EEG, ECG, and GSR reveal an effect of complex, dynamically changing environments on cognitive load, affective state, and performance, but not physiological stress · 2025 · Dybvik, Henrikke et al. · archived
378. Analysis of mental workload indicators among railway crossing guards in Yogyakarta City ↗ · 2023 · Hariyono, Widodo et al. · indexed
379. A model for discrimination and prediction of mental workload of aircraft cockpit display interface ↗ · 2014 · Wei, Zongmin et al. · indexed
380. Subjective mental workload assessment technique-An introduction to NASA-TLX and SWAT and a proposal of simple scoring methods. ↗ · 1993 · MIYAKE, Shinji et al. · indexed
381. High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified <i>N</i>-Back Task ↗ · 2019 · He, Dengbo et al. · indexed
382. Psycho-physiological measures for assessing cognitive load ↗ · 2010 · Haapalainen, Eija et al. · indexed
383. The impact of repeated cognitive tasks on driving performance and visual attention ↗ · 2010 · Wang, Ying et al. · indexed
384. German version of subjective methods for measuring activation, mental workload, and attention in control rooms ↗ · 2026 · Rey-Becerra, Estefany et al. · indexed
385. Mental workload of voice interactions with 6 real-world driver interfaces · 2015 · Cooper, JM et al. · archived
386. Mental workload of common voice-based vehicle interactions across six different vehicle systems · 2014 · Cooper, JM et al. · archived
387. Cognitive workload evaluation of landmarks and routes using virtual reality · 2022 · Abdurrahman, Usman Alhaji et al. · archived
388. Cognitive tasks and combined statistical methods to evaluate, model, and predict mental workload ↗ · 2023 · Louis, Lina-Estelle Linelle et al. · indexed
389. Collection and Analysis of Physiological Measures in Driving Research ↗ · 2015 · Gable, Thomas M. et al. · indexed
390. Measuring Cognitive Workload of Novice Law Enforcement Officers in a Naturalistic Driving Study ↗ · 2022 · Wozniak, David et al. · indexed
391. Using Task-Induced Pupil Diameter and Blink Rate to Infer Cognitive Load ↗ · 2014 · Chen, Siyuan et al. · indexed
392. EEG-Based Mental Workload Estimation ↗ · 2019 · Samima, Shabnam et al. · indexed
393. Classification of Driver Cognitive Load: Exploring the Benefits of Fusing Eye-Tracking and Physiological Measures ↗ · 2022 · He, Dengbo et al. · indexed
394. Insights into cognitive pupillometry: Evaluation of the utility of pupillary metrics for assessing cognitive load in normative and clinical samples ↗ · 2018 · Hershaw, Jamie N. et al. · indexed
395. Mental workload analysis on fruit truck suppliers using NASA-TLX method in giwangan market area ↗ · 2020 · Utomo, Bagus Wahyu et al. · indexed
396. A method to assess the driver mental workload: The driving activity load index (DALI) ↗ · 2008 · Pauzié, A. · indexed
397. Eye-Tracking Indices of Cognitive Load Predict Reaction Time to Urban Traffic Hazards: Machine Learning Classification and Regression Across Manual and Level 2 Assisted Driving ↗ · 2026 · Qin, Hao et al. · indexed
398. Investigation of eye movement measures of mental workload in healthcare: Can pupil dilations reflect fatigue or overload when it comes to health information system use? ↗ · 2024 · Lisanne, Kremer et al. · indexed
399. Basic study of a mental workload for student's simulator training using heart rate variability, salivary amylase activity and facial temperature ↗ · 2011 · Nishimura, Nozomu et al. · indexed
400. The use of cardiac-based metrics to assess secondary task engagement during automated and manual driving: An experimental simulation study · 2023 · Luigi Di Stasi, Leandro et al. · archived
401. Multimodal measurement of the mental workload during an assembly and disassembly task ↗ · 2025 · Berthon, Lorrys et al. · indexed
402. Mental Workload Assessment: From the Perspective of Neuroergonomics ↗ · 2013 · JIA, Huibin et al. · indexed
403. Evaluation of ship navigator's mental workload using nasal temperature and heart rate variability ↗ · 2008 · Murai, Koji et al. · indexed
404. Sensitivity and Diagnosticity of the 0.1-Hz Component of Heart Rate Variability as an Indicator of Mental Workload ↗ · 2003 · Nickel, Peter et al. · indexed
405. An experimental study on the measurement and assessment of mental workload(MWL). ↗ · 1996 · HIRAYANAGI, Kaname et al. · indexed
406. Blink Rate as a Measure of Driver Workload during Simulated Driving ↗ · 2020 · Yahoodik, Sarah et al. · indexed
407. Micromodel for Objective Estimation of Driver Mental Workload from Task Data ↗ · 1998 · Zeitlin, Lawrence R. · indexed
408. Scenario Fidelity and Perceived Driver Mental Workload: Can Workload Assessment be Crowdsourced? ↗ · 2023 · Jiang, Haoyan et al. · indexed
409. Reliability of MUSE 2 and Tobii Pro Nano at capturing mobile application users' real-time cognitive workload changes ↗ · 2022 · Zhang, Limin et al. · indexed
410. Brain Waves Measurement Based Evaluation of Mental Workload Related to Visual Information While Driving ↗ · 2011 · Gheorghe, Lucian Andrei et al. · indexed
411. Detecting driver fatigue using heart rate variability: A systematic review · 2022 · Lu, Ke et al. · archived
412. Survey and Synthesis of State of the Art in Driver Monitoring · 2021 · Halin, Anaïs et al. · archived
413. Effects of Task Demand and Time-on-Task on Psychophysiological Candidates for Biocybernetic Control ↗ · 2004 · Fairclough, Stephen H et al. · indexed
414. Decision Support System Assessment Of Truck Driver Work Mental Load in Giwangan Market Area, Yogyakarta Using NASA-TLX · 2022 · Nurdin, Riani et al. · archived
415. Near-invisible c-VEP-based passive BCI for mental workload monitoring · 2026 · Pietro, Cimarosto et al. · archived
416. Classification of Drivers’ Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals ↗ · 2022 · Cardone, Daniela et al. · indexed
417. Subjective mental workload measurement using video fragments ↗ · 2014 · Christoph, M. et al. · indexed
418. Assessment of operators’ mental workload using physiological andsubjective measures in cement, city traffic and power plant controlcenters ↗ · 2016 · Fallahi, Majid et al. · indexed
419. Assessment of mental workload: an ergonomics strategy in people management ↗ · 2018 · Cardoso, Mariane de Souza et al. · indexed
420. Measurement of Mental Workload in Clinical Medicine: A Review Study ↗ · 2011 · Byrne, Aidan · indexed
421. Pupil dilation as indicative of cognitive workload while driving a car: effects of cell phone use and driver experience in young adults · 2021 · Carizio, Bethânya G. et al. · archived
422. The Evaluation Method of Mental Workload on Visual Interface in Cockpit ↗ · 2012 · Liu, Wei et al. · indexed
423. A Metric To Quantify Attentional Workload In Dual Task Driving Conditions ↗ · 2017 · Weir, David H. et al. · indexed
424. Exploring the effect of cognitive load in scenarios of daily driving · 2024 · Felisberti, Fatima M. et al. · archived
425. Assessing the visual and cognitive demands of in-vehicle information systems · 2019 · Strayer, DL et al. · archived
426. The Event-Related Brain Potential as an Index of Display-Monitoring Workload ↗ · 1980 · Isreal, Jack B. et al. · indexed
427. Mental workload analysis using NASA-TASK LOAD INDEX on manual napkin tissue machine in PT. XYZ ↗ · 2024 · Errina Febi Adriyanti et al. · indexed
428. Task-evoked pupillary response to mental workload in human-computer interaction ↗ · 2004 · Iqbal, Shamsi T. et al. · indexed
429. Workload Related Changes In Eye, Cardiac, Respiratory and Brain Activity During Simulated Air Traffic Control ↗ · 1995 · Wilson, Glenn F. et al. · indexed
430. Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness ↗ · 2012 · Borghini, Gianluca et al. · indexed
431. Real-Time Cognitive Load Measurement of Pupillary Oscillation ↗ · 2026 · Duchowski, Andrew · indexed
432. A Multimodal Approach Exploiting EEG to Investigate the Effects of VR Environment on Mental Workload · 2023 · Mondellini, Marta et al. · archived
433. Respiration and Heart Rate Modulation Due to Competing Cognitive Tasks While Driving ↗ · 2019 · Hidalgo-Muñoz, Antonio R. et al. · indexed
434. Saccadic Peak Velocity Sensitivity to Variations in Mental Workload ↗ · 2010 · Di Stasi, Leandro L. et al. · indexed
435. Heart Rate Variability in Response to Task Automation in Agricultural Semi-Autonomous Vehicles ↗ · 2014 · Danny D., Mann et al. · indexed
436. Effects of Secondary Task Demands on Drivers’ Responses to Events During Driving: Surrogate Methods and Issues · 2007 · Angell, Linda S · archived
437. Mental workload and information management ↗ · 2003 · Smiley, A. · indexed
438. Secondary Task Measurement of Workload as a Function of Simulated Vehicle Dynamics and Driving Conditions ↗ · 1977 · Wierwille, Walter W. et al. · indexed
439. PENGUKURAN BEBAN KERJA KARYAWAN FROZEN FOOD MENGGUNAKAN METODE NASA-TLX ↗ · 2023 · Adriansyah, Gusti et al. · indexed
440. An analysis of eye-tracking and electroencephalography data for cognitive load measurement during arithmetic tasks ↗ · 2017 · Borys, Magdalena et al. · indexed
441. The Effect of Secondary Task on Driving Performance, Physiological Indices, and Mental Workload: A Study Based on Simulated Driving ↗ · 2007 · Ge, Yan et al. · indexed
442. Measuring mental workload in assistive wearable devices: a review ↗ · 2021 · Marchand, Charlotte et al. · indexed
443. 2C4-2 Validation of a driving simulator for driver distraction research on a two-lane highway · 2015 · Son, Joonwoo et al. · archived
444. Cognitive Load Estimation in the Wild ↗ · 2018 · Fridman, Lex et al. · indexed
445. Identification of Driving Workload in Plateau Environment: A Naturalistic Driving Study ↗ · 2026 · Yu, Aolin et al. · indexed
446. Estimating Attentional State of a Driver: Interacting Effects of Task Demands and Cognitive Capacities ↗ · 2018 · Choe, Seonggyu et al. · indexed
447. Estimation of cognitive load based on the pupil size dilation ↗ · 2017 · Gavas, Rahul et al. · indexed
448. Higher Mental Workload is Associated With Poorer Laparoscopic Performance as Measured by the NASA-TLX Tool ↗ · 2010 · Yurko, Yuliya Y. et al. · indexed
449. Investigating construct validity of cognitive load measurement using single-item subjective rating scales ↗ · 2024 · Schuessler, Katrin et al. · indexed
450. Impact of Repeated Exposure to a Multilevel Working Memory Task on Physiological Arousal and Driving Performance ↗ · 2015 · Belyusar, Daniel et al. · indexed
451. Mental Workload Classification By Eye Movements In Visual Search Tasks ↗ · 2020 · Pang, Liping et al. · indexed
452. Change in Heart Rate Variability Indexes due to high driving workload in turning left at the intersection in real road environment ↗ · 2016 · Guo, Weiwei et al. · indexed
453. Spontaneous and reflexive eye activity measures of mental workload ↗ · 2002 · Neumann*, David L. et al. · indexed
454. Measures of Physician Mental Workload ↗ · 1991 · Bertram, Dennis A. · indexed
455. Adaptive Gain Theory Predicts Phasic Pupillary Dilations During Non-Critical Transitions of Control from Hands-Off L2 Driving Systems ↗ · 2025 · Goodridge, Courtney Michael et al. · indexed
456. The mental workload of a ship’s navigator using heart rate variability ↗ · 2004 · Murai, Koji et al. · indexed
457. An Evaluation of Alternative Methods for Assessing Driver Workload in the Early Development of In-Vehicle Information Systems ↗ · 2002 · Angell, Linda S. et al. · indexed
458. Physiological Signals as Predictors of Cognitive Load Induced by the Type of Automotive Head-Up Display ↗ · 2023 · Strle, Gregor et al. · indexed
459. Age Related Changes in Cognitive Response Style in the Driving Task: Part II · 2013 · Reimer, Bryan · archived
460. A novel approach to the physiological measurement of mental workload ↗ · 2011 · Miller, Matthew W. et al. · indexed
461. Comparison of the P300 and Other Workload Assessment Techniques in a Simulated Flight Task ↗ · 2003 · Coyne, Joseph T. · indexed
462. Assessing the Impact of Secondary Tasks on Heart Rate Variability and Mental Workload in Driving ↗ · 2024 · Lubay, Mary Grace et al. · indexed
463. Is Neuroergonomic Monitoring Non-Intrusive? An Examination of Transcranial Doppler Sonography ↗ · 2018 · Greenlee, Eric T. et al. · indexed
464. Heart Rate Varies With Mental Workload and Performance in Virtual Reality Flight Tasks ↗ · 2026 · Koerner, Jamie et al. · indexed
465. Measuring Correlates of Mental Workload During Simulated Driving Using cEEGrid Electrodes: A Test–Retest Reliability Analysis · 2021 · Getzmann, Stephan et al. · archived
466. Evaluation of A Cadet's Mental Workload for Simulator Training Using Heart Rate Variability ↗ · 2009 · MURAI, Koji et al. · indexed
467. Evaluation of Pilot Mental Workload for Simulator Based Training Using Heart Rate Variability ↗ · 2013 · Tanaka, Masahiro et al. · indexed
468. Spectral Analysis of Sinus Arrhythmia: A Measure of Mental Effort ↗ · 1987 · Vicente, Kim J. et al. · indexed
469. Pupillometric and blink measures of diverse task loads: Implications for working memory models ↗ · 2022 · Chen, Siyuan et al. · indexed
470. The eye activity measurement of mental workload based on basic flight task ↗ · 2012 · He, Xueli et al. · indexed
471. Design Matters: Scale Design and Rounding Ratings Impacts NASA-TLX Results ↗ · 2025 · Taylor, Skye S. et al. · indexed
472. Development of a facial skin temperature-based methodology for non-intrusive mental workload measurement ↗ · 2007 · Or, Calvin K.L. et al. · indexed
473. Pengukuran Beban Kerja Mental Job Driver Dan Swamper Team Fuel Menggunakan NASA-TLX · 2022 · Qurthuby, Muhammad · archived
474. Using Detection Response Task and NASA-TLX to Measure the Difference in Cognitive Workload Between Partially Automated Mode and Manual Mode: An On-Road Study ↗ · 2023 · Jajo, Noor et al. · indexed
475. Relationship between mental workload and salivary cortisol levels: A field study ↗ · 2020 · Zoaktafi, Mojgan et al. · indexed
476. The effect of cognitive load on Detection-Response Task (DRT) performance during day- and night-time driving: A driving simulator study with young and older drivers ↗ · 2023 · Ozturk, Ibrahim et al. · indexed
477. Investigation on relationship between information flow rate and mental workload of accident diagnosis tasks in NPPs ↗ · 2006 · Chang Hoon Ha et al. · indexed
478. Psychophysiological responses to changes in workload during simulated air traffic control ↗ · 1996 · Brookings, Jeffrey B. et al. · indexed
479. Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving · 2022 · Sciaraffa, Nicolina et al. · archived
480. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods - Phase I · 2018 · Kondyli, Alexandra et al. · archived
481. Development of a mental workload index: A systems approach ↗ · 2007 · Pretorius, A. et al. · indexed
482. Modeling cognitive load effects of conversation between a passenger and driver · 2017 · Strayer, David L. et al. · archived
483. Prediction of Perceived Workload From Task Performance and Heart Rate Measures ↗ · 2013 · Splawn, Joshua M. et al. · indexed
484. Development and Evaluation of New Anchors for Ratings of Driving Workload · 2012 · Lin, Brian T W et al. · archived
485. Cardiorespiratory Indices of Mental Workload during Simulated Air Traffic Control ↗ · 2000 · Backs, Richard W. et al. · indexed
486. Investigation of Train Driver Physiological Responses ↗ · 2018 · Crowley, Katie et al. · indexed
487. Detecting Mental Workload Fluctuation during Learning of a Novel Task Using Thermography ↗ · 2008 · Kang, Jihun et al. · indexed
488. Analysis of Employee Mental Workload Using The NASA-TLX Method (Case Study at PT. ABC) ↗ · 2025 · Saputra, Reza et al. · indexed
489. Cognitive mental workload of emergency nursing: A scoping review ↗ · 2024 · Surendran, Anu et al. · indexed
490. EEG-Based Mental Workload Recognition in Human Factors Evaluation of Future Air Traffic Control Systems · 2017 · Yisi, Liu et al. · archived
491. Development of the Enhanced Peripheral Detection Task: A Surrogate Test for Driver Distraction ↗ · 2012 · Hsieh, Li et al. · indexed
492. Assessment of VTS Operators' Mental Workload by Using NASA Task Load Index ↗ · 2008 · KUM, Serdar et al. · indexed
493. Physiological markers of vigilance variation in a supervisory task · 2022 · Maille, Nicolas et al. · archived
494. A framework to estimate cognitive load using physiological data ↗ · 2020 · Ahmad, Muneeb Imtiaz et al. · indexed
495. Evaluation of mental workload during automobile driving using one-class support vector machine with eye movement data ↗ · 2020 · Chihara, Takanori et al. · indexed
496. Using Psychophysiological Sensors to Assess Mental Workload During Web Browsing ↗ · 2018 · Jimenez-Molina, Angel et al. · indexed
497. Model-Based Estimation of Mental Workload in Drivers Using Pupil Size Measurements ↗ · 2023 · Pillai, Prarthana et al. · indexed
498. Develop a Comprehensive Method to Evaluate the Mental Workload of Ship Operators ↗ · 2022 · Yan, Shengyuan et al. · indexed
499. Using Near Infrared Spectroscopy to Detect Mental Overload in Flight Simulator · 2019 · Causse, Mickaël et al. · archived
500. Comparing Pupil Dilation, Head Movement, and EEG for Distraction Detection of Drivers ↗ · 2018 · Prabhakar, Gowdham et al. · indexed
501. Using Psychophysiological Sensors to Assess Mental Workload in Web Browsing ↗ · 2017 · Jimenez-Molina, Angel et al. · indexed
502. Cognitive Workload Estimation through Lateral Driving Performance ↗ · 2011 · Son, Joonwoo et al. · indexed
503. Finding Workload in the Wild: Recovering Latent Cognitive Dynamics Jointly from Eye Metrics and Driving Telemetry ↗ · 2026 · Yamashita, Jumpei et al. · indexed
504. Evaluating Mental Workload Measures in Human-robot Collaborative Assembly ↗ · 2024 · Dai, Xiranai et al. · indexed
505. Measurement of Physical and Mental Workload in Onlline Ojek Drivers: A Case Study in Serang City · 2024 · Kusmasari, Wyke et al. · archived
506. A pilot study of the mental workload of objective structured clinical examination examiners ↗ · 2014 · Byrne, Aidan et al. · indexed
507. Prediction of Driver's Cognitive Workload using Cognitive Architecture : ACT-R · 2012 · Lim, Soo-Yong et al. · archived
508. Physiological Indicators of Driver Workload During Car-Following Scenarios and Takeovers in Highly Automated Driving · 2021 · Radhakrishnan, Vishnu et al. · archived
509. Workload State Classification With Automation During Simulated Air Traffic Control ↗ · 2007 · Kaber, David B. et al. · indexed
510. Study on Construction of Evaluation Method for Mental Workload using Heart rate Variability : Effect of Variability and Quantity of the Respiration to the Heart Rate Variability ↗ · 2003 · MAKISHIMA, Takuya et al. · indexed
511. Combining and comparing EEG, peripheral physiology and eye-related measures for the assessment of mental workload ↗ · 2014 · Hogervorst, Maarten A. et al. · indexed
512. Recording of Psychophysiological Data During Aerobatic Training ↗ · 2011 · Dahlström, Nicklas et al. · indexed
513. Investigating Driver Sympathetic Arousal under Short-term Loads and Acute Stress Events ↗ · 2016 · Yang, Shiyan et al. · indexed
514. Estimation of mental workload using saccadic eye movements in a free-viewing task ↗ · 2011 · Tokuda, S. et al. · indexed
515. Analysis of Mental Workload on Sugar Production Mechanical Workers Using the Nasa-TLX Method ↗ · 2024 · Zidan, Muhammad Faqih et al. · indexed
516. Measuring Mental Workload Variations in Office Work Tasks using fNIRS ↗ · 2021 · Midha, Serena et al. · indexed
517. Improving safety through online driver workload assessment ↗ · 2008 · Younsi, Karine et al. · indexed
518. Classification of Driver Cognitive Load in Conditionally Automated Driving: Utilizing Electrocardiography and Eye Tracking · 2024 · Shi, Wenxin et al. · archived
519. Assessment of mental workload and its association with work ability in control room operators ↗ · 2019 · Kamari Ghanavati, Fatemeh et al. · indexed
520. Assessment of Pilot Mental Workload Based on Physiological Signals: A Real Helicopter Cross-country Flight Study ↗ · 2023 · Zhu, Wenbing et al. · indexed
521. Pupil diameter dynamics as an indicator of the respondent’s cognitive load: Methodological experiment comparing CASI and P&amp;PSI ↗ · 2021 · Deviatko, I. F. et al. · indexed
522. Heatmap-Based Method for Estimating Drivers' Cognitive Distraction · 2020 · Musabini, Antonyo et al. · archived
523. Classification of driving workload affected by highway alignment conditions based on classification and regression tree algorithm ↗ · 2017 · Hu, Jiangbi et al. · indexed
524. Evaluation of Mental Workload for Ship Handling Using Physiological Indices ↗ · 2009 · Murai, Koji et al. · indexed
525. Eye Activity Correlates of Workload during a Visuospatial Memory Task ↗ · 2001 · Van Orden, Karl F. et al. · indexed
526. Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue ↗ · 2020 · Hu, Xinyun et al. · indexed
527. Assessing drivers’ psychophysiological states using heart rate, electrodermal activity, and pupillometry in real-world driving ↗ · 2025 · Bosurgi, Gaetano et al. · indexed
528. Gaze entropy metrics for mental workload estimation are heterogenous during hands-off level 2 automation ↗ · 2024 · Goodridge, Courtney M. et al. · indexed
529. Mental Workload Analysis Using NASA-TLX Method at Bank XYZ - Medan Balaikota Consumer Loan Unit ↗ · 2021 · Ramadhana, Hariadi et al. · indexed
530. Physiological Data Used to Measure Pilot Workload in Actual Flight and Simulator Conditions ↗ · 1987 · Wilson, Glenn F. et al. · indexed
531. Optimized electroencephalogram and functional near-infrared spectroscopy-based mental workload detection method for practical applications · 2022 · Chu, Hongzuo et al. · archived
532. Towards the Real-time Measurement of Mental Workload ↗ · 1990 · Humphrey, Darryl G. et al. · indexed
533. Validation of a one-item acute stress scale for driving tasks · 2024 · Dahlman, Anna Sjörs et al. · archived
534. Suppression of Vestibulo-Ocular Reflex With Increased Mental Workload While Driving · 2023 · Kono, Takuya et al. · archived
535. One threshold to rule them all? Modification of the Index of Pupillary Activity to optimize the indication of cognitive load ↗ · 2020 · Fehringer, Benedict C. O. F. · indexed
536. Towards a multimodal bioelectrical framework for the online mental workload evaluation ↗ · 2014 · Arico, Pietro et al. · indexed
537. A Validation of SWAT as a Measure of Workload Induced by Changes in Operator Capacity ↗ · 1990 · Hankey, Jonathan M. et al. · indexed
538. Study on comprehensive evaluation method of mental workload level ↗ · 2024 · Yan, Shengyuan et al. · indexed
539. Optimized EEG–fNIRS Based Mental Workload Detection Method for Practical Applications · 2021 · Chu, Hongzuo et al. · archived
540. Enhancing the occlusion technique as an assessment tool for driver visual distraction ↗ · 2010 · Gelau, C. et al. · indexed
541. Selection of Measurement Method for Detection of Driver Visual Cognitive Distraction: A Review ↗ · 2017 · Yusoff, Norhasliza M. et al. · indexed
542. A Review of the Mental Workload Literature ↗ · 2007 · Cain, Brad · indexed
543. Mental workload in decision and control ↗ · 1979 · Sheridan, Thomas · indexed
544. A review of driver cognitive load detection using ECG signals ↗ · 2024 · Tjolleng, Amir et al. · indexed
545. Model-Based Estimation and Prediction of Task-Imposed Mental Workload ↗ · 1983 · Madni, Azad M. et al. · indexed
546. Research on young drivers’ workload based on simulated distracted driving test ↗ · 2026 · Zhao, Xiaoping et al. · indexed
547. Corrigendum: Assessing the Driver's Current Level of Working Memory Load With High Density Functional Near-infrared Spectroscopy: A Realistic Driving Simulator Study · 2018 · Unni, Anirudh et al. · archived
548. EEG-Based Mental Workload Neurometric to Evaluate the Impact of Different Traffic and Road Conditions in Real Driving Settings ↗ · 2018 · Di Flumeri, Gianluca et al. · indexed
549. Real-Time Prediction of Fluctuations in Cognitive Workload · 2019 · Strayer, David L. et al. · archived
550. An evaluation of mental workload for effective navigation ↗ · 2008 · Murai, Koji et al. · indexed
551. The Subjective Rating Scales for Measurement of Mental Workload—Thurstonian Scaling ↗ · 1995 · Dudek, Bohdan et al. · indexed
552. Quantifying Mental Workload in Rail Traffic Control: An Eye-tracking Investigation under varying Task Demands and Expertise Levels ↗ · 2025 · Ransing, Vishwajeet et al. · indexed
553. Multi-modal detection task as a measurement of mental workload caused by in-vehicle information systems · 2012 · YOSHIDA, Shuhei et al. · archived
554. Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis · 2017 · Engström, Johan et al. · archived
555. Intraocular pressure is sensitive to cumulative and instantaneous mental workload ↗ · 2017 · Vera, Jesús et al. · indexed
556. Estimating the Workload of Driving Using Video Clips as Anchors ↗ · 2022 · Green, Paul · indexed
557. The box task - a method for assessing in-vehicle system demand ↗ · 2021 · Trommler, Daniel et al. · indexed
558. The Mental Workload Analysis of Staff in Study Program of Private Educational Organization ↗ · 2019 · Prabaswari, Atyanti Dyah et al. · indexed
559. Mental Workload and ARL Workload Modeling Tools ↗ · 2000 · Mitchell, Diane K. · indexed
560. A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load ↗ · 2021 · Esmaeili Bijarsari, Shirin · indexed
561. Real-Time Assessment of Operator State in Air Traffic Controllers Using Ocular Metrics ↗ · 2017 · Kuo, Jonny et al. · indexed
562. Subjective responses of mental workload during real time driving: A pilot field study ↗ · 2017 · Rahman, N I A et al. · indexed
563. Task-evoked pulse wave amplitude tracks cognitive load ↗ · 2023 · Pavlov, Yuri G. et al. · indexed
564. Assessing the Mental Workload of staff in a Bank in Hamadan by NASA-TLX Method ↗ · 2021 · BAKHSHI, Zohreh et al. · indexed
565. Effect of Mental Workload on Breathing Pattern and Heart Rate for a Working Memory Task: A Pilot Study ↗ · 2019 · Jaiswal, Dibyanshu et al. · indexed
566. A Workload Manager Architecture for the Monitoring of Drivers’ Cognitive Impairment ↗ · 2009 · Cardillo, Daniela et al. · indexed
567. Evaluation of the Train Drivers Mental Workload to Increase Well-being · 2024 · M. M., Ridlo et al. · archived
568. Physical, mental, emotional, and subjective workload components in train drivers ↗ · 1994 · MYRTEK, M. et al. · indexed
569. Evaluation of drivers' mental workload based on multi-modal physiological signals ↗ · 2022 · ZHANG, Qiliang et al. · indexed
570. Relationships between Oculo-Motor Mesures as Task-evoked Mental Workloads During an Manipulation Task ↗ · 2019 · Nakayama, Minoru et al. · indexed
571. Eeg and Subjective Measures of Private Pilot Workload ↗ · 1994 · Wilson, Glenn F. et al. · indexed
572. Physiological metrics of mental workload: A review of recent progress ↗ · 2020 · Kramer, Arthur F. · indexed
573. Effect of the restricted visual field on mental workload during automobile driving ↗ · 2025 · Chihara, Takanori et al. · indexed
574. Measuring Mental Workload with EEG+fNIRS · 2017 · Aghajani, Haleh et al. · archived
575. Visual Load Evaluation Model of Multi-view Monitoring Task Operator ↗ · 2026 · Liu, Zhongqi et al. · indexed
576. Toward a Real-Time Index of Pupillary Activity as an Indicator of Cognitive Load ↗ · 2022 · Jayawardena, Gavindya et al. · indexed
577. Mental Workload Assessment in Virtual Reality Environment Based Ship Navigating Operations ↗ · 2022 · Zhang, Yu et al. · indexed
578. Real-Time Prediction of Short Time Scale Fluctuations in Cognitive Workload ↗ · 2021 · Boehm, Udo et al. · indexed
579. Enhancing Driver Stress Detection through Multimodal Integration of Eye Tracking and Physiological Signals · 2025 · Widayat, Tri Agung et al. · archived
580. Beban Kerja Operator Menggunakan Metode CVL dan NASA-TLX PT. Batanghari Barisan ↗ · 2023 · Junialdo, Windi · indexed
581. Toward Workload-Based Adaptive Automation: The Utility of fNIRS for Measuring Load in Multiple Resources in the Brain ↗ · 2023 · Hirshfield, Leanne et al. · indexed
582. A Validation Study on a Subjective Driving Workload Prediction Tool ↗ · 2014 · Hwang, Yoonsook et al. · indexed
583. Possibilities of using commercial electronics to measure driver physiological functions in a vehicle simulator ↗ · 2023 · Lehet, David · indexed
584. A Measurement Systems Analysis of Total Shutter Open Time (TSOT) as a Distraction Metric for Visual-Manual Tasks ↗ · 2007 · Tijerina, Louis et al. · indexed
585. A Review of the Use of Gaze and Pupil Metrics to Assess Mental Workload in Gamified and Simulated Sensorimotor Tasks ↗ · 2024 · Gorin, Holly et al. · indexed
586. Shedding light on the prefrontal correlates of mental workload in simulated driving: a functional near-infrared spectroscopy study · 2021 · Geissler, Christoph F. et al. · archived
587. Trends, relationship, and model of selected service sector workers in Malaysia: Physiological responses of mental workload and mental fatigue during performing real-time tasks · 2023 · Malaysia, Universiti Putra et al. · archived
588. SUBJECTIVE AND INDIRECT METHODS TO OBSERVE DRIVER’S DROWSINESS AND ALERTNESS: AN OVERVIEW · 2016 · Khamis, Nor Kamaliana et al. · archived
589. Measuring cognitive load in multitasking using mobile fNIRS ↗ · 2024 · Boere, Katherine et al. · indexed
590. Resurrecting Driver Workload Metrics: A Multivariate Approach ↗ · 2015 · Auflick, Jack L. · indexed
591. Assessing Task Mental Workload in Construction Projects: A Novel Electroencephalography Approach ↗ · 2017 · Chen, Jiayu et al. · indexed
592. Multisubject “Learning” for Mental Workload Classification Using Concurrent EEG, fNIRS, and Physiological Measures · 2017 · Liu, Yichuan et al. · archived
593. Double Trade-off Curves with Different Cognitive Processing Combinations: Testing the Cancellation Axiom of Mental Workload Measurement Theory ↗ · 1999 · Colle, Herbert A. et al. · indexed
594. Exploring the Influence of Light and Cognitive Load on Pupil Diameter in Driving Simulator Studies · 2011 · Palinko, Oskar et al. · archived
595. Pilot turning behavior cognitive load analysis in simulated flight ↗ · 2024 · Zhou, Wen-gang et al. · indexed
596. Evaluation of mental workload by large model sensor toward development of healthcare monitoring system ↗ · 2015 · Murai, Koji et al. · indexed
597. AN ALTERNATE METHOD TO EVALUATE DRIVER DISTRACTION ↗ · 2002 · Curry, Reates et al. · indexed
598. EVALUATION OF TECHNIQUES FOR OCULAR MEASUREMENT AS AN INDEX OF FATIGUE AND THE BASIS FOR ALERTNESS MANAGEMENT ↗ · 1998 · Dinges, David F. et al. · indexed
599. Measuring Subjective Workload: When Is One Scale Better Than Many? ↗ · 1993 · Hendy, Keith C. et al. · indexed
600. A Novel Method for Classifying Driver Mental Workload Under Naturalistic Conditions With Information From Near-Infrared Spectroscopy ↗ · 2018 · Le, Anh Son et al. · indexed
601. ANALYSIS OF MENTAL WORKLOAD USING THE NASA-TLX METHOD FOR PRODUCTION WORKERS AT PT. DOLOMITES PUTERA TAMIANG ↗ · 2022 · Andriani, Meri et al. · indexed
602. Relationship between workload and mind-wandering in simulated driving · 2017 · Zhang, Yuyu et al. · archived
603. AI-supported cognitive load detection: experimental insights using wearable workload and stress data for enhanced well-being interventions ↗ · 2026 · Yu, Jing et al. · indexed
604. Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices ↗ · 2012 · Borghini, G. et al. · indexed
605. Direct Measurement of Cognitive Load in Multimedia Learning ↗ · 2003 · Brunken, Roland et al. · indexed
606. Transport Aircraft Crew Workload Assessment-Where Have We Been and Where Are We Going? ↗ · 1987 · Sandry-Garza, Diane L. et al. · indexed
607. Visuospatial Workload Measurement of an Interface Based on a Dual Task of Visual Working Memory Test ↗ · 2016 · Miura, Takahiro et al. · indexed
608. Toward a Psychophysiological Assessment of Dynamic Changes in Mental Workload ↗ · 1994 · Humphrey, Darryl G. et al. · indexed
609. Individual differences in cardiorespiratory measures of mental workload: An investigation of negative affectivity and cognitive avoidant coping in pilot candidates ↗ · 2017 · Grassmann, Mariel et al. · indexed
610. A ship navigator’s mental workload using salivary NO₃⁻ concentration for simulator-based experiment ↗ · 2016 · Kitamura, Kenichi et al. · indexed
611. A Research on Analytical Method of Driver-Vehicle-Environment System for Construction of Intelligent Driver Support System ↗ · 2002 · Kuriyagawa, Yukiyo et al. · indexed
612. An experiment to explore the sensitivity of measuring mental effort by applying pupillometry and blink rate to task difficulty levels ↗ · 2026 · Dutka, Krisztian et al. · indexed
613. Real-World Evaluation of Driver Cognitive Load Across Traffic Conditions Using Biometric Signals ↗ · 2025 · Nava, Alicia et al. · indexed
614. Detection of the Driver’s Mental Workload Level in Smart and Autonomous Systems Using Physiological Signals ↗ · 2022 · Wang, Dan et al. · indexed
615. Mental Workload Classification during simulated flight operations based on cardiac and neural dynamics recorded using the MUSE 2 low-cost system · 2023 · Dehais, Frederic et al. · archived
616. WAUC: A Multi-Modal Database for Mental Workload Assessment Under Physical Activity ↗ · 2020 · Albuquerque, Isabela et al. · indexed
617. P300 as a Measure of Workload during a Simulated Aircraft Landing Task ↗ · 1994 · Fowler, Barry · indexed
618. Mental workload of young drivers during curve negotiation ↗ · 2014 · Li, Cheng-Xi et al. · indexed
619. Cognitive Workload Estimation in Conditionally Automated Vehicles Using Transformer Networks Based on Physiological Data · 2024 · Wang, Ange et al. · archived
620. Pengukuran Beban Kerja Mental Mahasiswa Pekerja Fakultas Ekonomi Dan Bisnis Universitas Muhammadiyah Gresik Menggunakan Metode Nasa-TLX ↗ · 2024 · Hidayati, Roziana Ainul et al. · indexed
621. Evaluation of techniques for ocular measurement as an index of fatigue and as the basis for alertness management · 1998 · Dinges, David F. et al. · archived
622. Driver Workload Response to In-Vehicle Device Operations ↗ · 2002 · Jerome, Christian J. et al. · indexed
623. Analisis Beban Kerja Mental pada Pekerja Kantor Menggunakan Metode NASA-TLX ↗ · 2023 · Lestari Widyastuti et al. · indexed
624. The effects of driving environment complexity and dual tasking on drivers’ mental workload and eye blink behavior ↗ · 2016 · Faure, Vérane et al. · indexed
625. Workload or Situational Awareness?: TLX vs. SART for Aerospace Systems Design Evaluation ↗ · 1991 · Selcon, S.J. et al. · indexed
626. Analisis Beban Kerja Mental Karyawan Departemen Engineering Pada PT. Z Menggunakan Metode NASA-TLX ↗ · 2024 · Lydia Maulani et al. · indexed
627. Research on Pilots ’ Mental Workload Classification in Simulated Flight · 2023 · Xue, Jinna et al. · archived
628. Measuring Respondents’ Cognitive Load Related to Making Factual and Normative Judgments ↗ · 2022 · Deviatko, Inna F. et al. · indexed
629. Use of Heart Rate Variability Analysis for Quantitatively Assessing Operator's Mental Workload ↗ · 2008 · Zhang, Jian-Hua et al. · indexed
630. Competing for cognitive resources: Measuring workload in a time pressured dual-task environment. · 2018 · Strayer, David L. et al. · archived
631. Measurement of Mental Workload with The NASA-TLX Method on Employees of PT XYZ ↗ · 2025 · Zahra, Salsabila Aulia et al. · indexed
632. Analisis Beban Kerja Mental pada Pekerja Kantor Menggunakan Metode NASA-TLX ↗ · 2025 · Widyastuti, Lestari et al. · indexed
633. Evaluation of decision-tree rating scales for mental workload estimation ↗ · 1986 · SKIPPER, JULIE H. et al. · indexed
634. Dynamic workload measurement and modeling: Driving and conversing · 2023 · Castro, SC et al. · archived
635. An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference ↗ · 2013 · Siyuan Chen et al. · indexed
636. Development of Heart Rate Monitoring System to Estimate Driver’s Mental Workload Level ↗ · 2020 · Makhtar, Ahmad Khushairy et al. · indexed
637. Main sequence: An index for detecting mental workload variation in complex tasks ↗ · 2011 · Di Stasi, Leandro Luigi et al. · indexed
638. Assessing cognitive distraction using event related potentials ↗ · 2015 · Coleman, JR et al. · indexed
639. Estimating mental workload through event-related fluctuations of pupil area during a task in a virtual world ↗ · 2014 · Reiner, Miriam et al. · indexed
640. A Workload Approach to the Evaluation of Vehicle Handling Characteristics ↗ · 2000 · Krüger, H.-P. et al. · indexed
641. Various Degrees of Mental Workload and Its Effect on Driver Reaction Time ↗ · 2013 · Shi, Jianjun et al. · indexed
642. Infrared webcam-based non-contact measurement of event-related potentials from event-related pupillary responses: An approach focused on mental workload ↗ · 2022 · Park, Sangin et al. · indexed
643. A Proposed Methodology for the Theory-Based Prediction of Mental Workload with a Cognitive Architecture ↗ · 2010 · Jo, Seongsik et al. · indexed
644. Driver Reliability Assessment Based Mental Workload ↗ · 2009 · Tang, Zhihui et al. · indexed
645. Advancing Cognitive Load Detection in Simulated Driving Scenarios Through Deep Learning and fNIRS Data · 2025 · Khan, Mehshan Ahmed et al. · archived
646. Advancing Cognitive Load Detection in Simulated Driving Scenarios Through Deep Learning and fNIRS Data · 2025 · Khan, Mehshan Ahmed et al. · archived
647. Multimodal characterization of mental fatigue on professional drivers · 2023 · Giorgi, Andrea et al. · archived
648. Visual Mental Workload Assessment from EEG in Manual Assembly Task · 2023 · Pušica, Miloš et al. · archived
649. Cross-Task Consistency of Electroencephalography-Based Mental Workload Indicators: Comparisons Between Power Spectral Density and Task-Irrelevant Auditory Event-Related Potentials · 2021 · Ke, Yufeng et al. · archived
650. DISTRIBUTIONS OF AIR TRAFFIC CONTROL STUDENTS’ ATTITUDES TOWARDS WORKLOAD · 2021 · Borsuk, Serhii et al. · archived
651. Application of Psychophysiological Models to Mental Workload ↗ · 2000 · Backs, Richard W. · indexed
652. Disentangling Cognitive Load From Visual Reflexes: An Iso-Luminant Framework for Virtual Reality (VR)-Based Pupillometry ↗ · 2026 · Yilmaz, Umut et al. · indexed
653. Cognitive Load Estimation Based on Pupillometry in Virtual Reality with Uncontrolled Scene Lighting ↗ · 2021 · Eckert, Marie et al. · indexed
654. Effect of varying levels of mental workload on startle eyeblink modulation ↗ · 2002 · Neumann, David L. · indexed
655. Dual Frequency Head Maps: A New Method for Indexing Mental Workload Continuously during Execution of Cognitive Tasks ↗ · 2017 · Radüntz, Thea · indexed
656. Distraction Assessment Methods Based on Visual Behavior and Event Detection ↗ · 2008 · Victor, Trent et al. · indexed
657. Pilot mental workload analysis in the A320 traffic pattern based on HRV features ↗ · 2025 · Yuan, Jiajun et al. · indexed
658. Using Heart Rate Variability to Assess Operator Mental Workload in a Command and Control Simulation of Multiple Unmanned Aerial Vehicles ↗ · 2016 · Jasper, Phillip et al. · indexed
659. Pilot Mental Workload Assessment Using fNIRS-Based Brain Effective Connectivity During Crosswind Approach and Landing ↗ · 2025 · Zhang, Chenyang et al. · indexed
660. Does Agricultural Spraying Involve Mental Workload? ↗ · 2007 · Asit Kumar Dey et al. · indexed
661. A ship Navigator's mental workload using salivary NO&lt;inf&gt;3&lt;/inf&gt;&lt;sup&gt;&amp;#x2212;&lt;/sup&gt; compared with R-R interval: Simulator-based experiment ↗ · 2014 · Kitamura, Kenichi et al. · indexed
662. Physiological indicators of driver workload during car-following scenarios and takeovers in highly automated driving ↗ · 2022 · Radhakrishnan, Vishnu et al. · indexed
663. A Validation of Subsidiary Reaction Time Against Detection of Roadside Obstacles during Prolonged Driving∗ ↗ · 1978 · LAURELL, H. et al. · indexed
664. Heavy Vehicle Driver Workload Assessment: Lessons from Aviation ↗ · 1992 · Kantowitz, Barry H. · indexed
665. Pattern analysis of physiological data for the assessment of mental workload ↗ · 2022 · Bläsing, Dominic · indexed
666. The mental workload judgment in visual cognition under multitask meter scheme ↗ · 2012 · Jun Hong · indexed
667. Measuring Mental Workload With Low-Cost and Wearable Sensors: Insights Into the Accuracy, Obtrusiveness, and Research Usability of Three Instruments ↗ · 2017 · Lo, Julia C. et al. · indexed
668. Classification of Driver Cognitive Load based on Physiological Data: Exploring Recurrent Neural Networks · 2022 · Kumar, Shekhar et al. · archived
669. Real-Time Assessment of Mental Workload with Near-Infrared Spectroscopy: Potential for Human-Computer Interaction · 2008 · Fantini, Sergio et al. · archived
670. Comparative Analysis of Mental Workload in Industrial Engineering Laboratory Assistants Using the NASA-TLX Method ↗ · 2025 · Tajtibra, Firli et al. · indexed
671. Evaluation of Driver’s Cognitive Load when Presented Information on the Windshield using P300 Latency in Eye-fixation Related Potentials ↗ · 2019 · Takada, Shinya et al. · indexed
672. Measuring Jakarta Air Traffic Controllers’ Mental Workload : An In Depth Analysis Using Subjective Workload Assessment Technique · 2024 · Adiliawijaya Putriekapuja, Rany et al. · archived
673. Influencing Factors and Variation of Subjective Workload in the Process of Takeover During Autonomous Driving ↗ · 2021 · Ma, Yinbo et al. · indexed
674. ANALYSIS OF MENTAL WORKLOAD WITH INTEGRATING NASA TLX AND FUZZY METHOD ↗ · 2018 · Riono, Riono et al. · indexed
675. Assessment of Mental Workload of Nurses Using Optimized NASA-TLX Index Based on Fuzzy Approach ↗ · 2023 · Honarjoo, Fataneh et al. · indexed
676. Context Effects in Subjective Mental Workload Ratings ↗ · 1998 · Colle, Herbert A. et al. · indexed
677. Cognitive Load Identification of Pilots Based on Physiological-Psychological Characteristics in Complex Environments ↗ · 2020 · Wang, Haibo et al. · indexed
678. Objective Measures of Cognitive Load Using Deep Multi-Modal Learning ↗ · 2021 · Wilson, Justin C. et al. · indexed
679. Development of an objective mental workload assessment tool based on Rasmussen's skill–rule–knowledge framework ↗ · 2015 · Chuang, Chun-Yu et al. · indexed
680. Occlusion as a measure for visual workload: an overview of TNO occlusion research in car driving ↗ · 2004 · van der Horst, Richard · indexed
681. Sensing Cognitive Responses Through a Non-Invasive Brain–Computer Interface ↗ · 2026 · Hristov, Hristo et al. · indexed
682. Sensitivity of the lane change test as a measure of in-vehicle system demand ↗ · 2011 · Young, Kristie L. et al. · indexed
683. Mental workload recognition using ECG and machine learning in simulated flight tasks ↗ · 2022 · Jiang, Zebin et al. · indexed
684. Underload on the Road: Measuring Vigilance Decrements During Partially Automated Driving · 2021 · McWilliams, Thomas et al. · archived
685. The Impact of N-back-Induced Mental Workload and Time Budget on Takeover Performance · 2025 · Goodridge, Courtney Michael et al. · archived
686. A Model Relating Pupil Diameter to Mental Workload and Lighting Conditions ↗ · 2016 · Pfleging, Bastian et al. · indexed
687. Measuring Mental Effort in Real Time Using Pupillometry ↗ · 2025 · Jayawardena, Gavindya et al. · indexed
688. Examining mental workload based on multiple physiological signals: Review of the multi-attribute task battery (MATB) technique ↗ · 2024 · Chai, Jiapu et al. · indexed
689. Preface to the special section on measuring cognitive workload in human factors ↗ · 2021 · Biondi, FN et al. · indexed
690. Development of a Workload Assessment Index Based on Analyzing Driving Patterns ↗ · 2017 · KIM, Yunjong et al. · indexed
691. Recognising and explaining mental workload using low-interference method by fusing speech, ECG and eye tracking signals during simulated flight ↗ · 2025 · Xu, Haixin et al. · indexed
692. Evaluation of Simulator-Based Exercise Using Mental Workload Monitoring System ↗ · 2017 · Murai, Koji et al. · indexed
693. Naturalistic Driving: User and Task Analysis ↗ · 2003 · Ward, P et al. · indexed
694. Evaluation of the effect of a newly developed steering unit with enhanced self-alignment and deadband on mental workload during driving of agricultural tractors ↗ · 2020 · Dam, Peter et al. · indexed
695. A Validated Rating Scale for Global Mental Workload Measurement Applications ↗ · 1983 · Wierwille, Walter W. et al. · indexed
696. Selecting Workload and Stress Measures for Performance Prediction ↗ · 2017 · Teo, G. et al. · indexed
697. Interactive Effects of Physical and Mental Workload on Subjective Workload Assessment ↗ · 2002 · Astin, Angela et al. · indexed
698. Analyzing Cognitive Load Measurements of the Truck Drivers to Determine Transportation Routes and Improve Safety Driving: A Review Study · 2023 · Sudiarno, Adithya et al. · archived
699. An Assessment of Researchers’ Mental Workload and Fatigue While Engaged in Research Using Machine Learning and NASA-TLX ↗ · 2025 · Lecturer, Department of Industrial and Production Engineering, Jashore University of Science and Technology, Jashore, 7408, Bangladesh et al. · indexed
700. THE WORKLOAD ANALYSIS OF EMPLOYEE BY USING NATIONAL AERONAUTICS AND SPACE ADMINISTRATION-TASK LOAD INDEX METHOD (NASA-TLX) ↗ · 2017 · Azemil, Nur · indexed
701. Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze ↗ · 2018 · Krejtz, Krzysztof et al. · indexed
702. Influence of Task Combination on EEG Spectrum Modulation for Driver Workload Estimation ↗ · 2011 · Lei, Shengguang et al. · indexed
703. Acclimatizing to automation: Driver workload and stress during partially automated car following in real traffic · 2019 · Heikoop, Daniël D. et al. · archived
704. Diagnosticity and multidimensional subjective workload ratings ↗ · 1996 · TSANG, PAMELA S. et al. · indexed
705. Evaluation of Rating Scale Mental Effort (RSME) effectiveness for mental workload assessment in nurses ↗ · 2016 · Ghanbary Sartang, A et al. · indexed
706. A Study of Ergonomic Workload Evaluation on Driving and Working of Excavator using Virtual Reality Motion Simulator ↗ · 2025 · Kim, Jong-Hyun et al. · indexed
707. Cognitive state monitoring for neuroadaptive information visualization · 2026 · Idesis, Sebastian et al. · archived
708. SUITABILITY OF HEART RATE RECORDING AS PHYSIOLOGICAL MEASURES TOOL TO DETERMINE DRIVERS' PERFORMANCE IMPAIRMENT: A PRELIMINARY STUDY · 2016 · Khamis, Nor Kamaliana et al. · archived
709. Assessment of the mental workload of trainee pilots of remotely operated aircraft using functional near-infrared spectroscopy · 2022 · Tang, Liya et al. · archived
710. Blink-Related Oscillations Provide Naturalistic Assessments of Brain Function and Cognitive Workload within Complex Real-World Multitasking Environments · 2024 · Page, Cleo et al. · archived
711. Investigation of electrophysiological features during mental workload paradigm ↗ · 2016 · Duru, Dilek Göksel et al. · indexed
712. The Use of Task-Evoked Pupillary Response as an Objective Measure of Cognitive Load in Novices and Trained Physicians ↗ · 2015 · Szulewski, Adam et al. · indexed
713. Driving through the Mind: Investigating Driver Cognitive Impairment with Physiological Measures of Mental Workload ↗ · 2024 · Raza, Mansoor et al. · indexed
714. Non intrusive physiological measurement for driver cognitive distraction detection: Eye and mouth movements ↗ · 2010 · Azman, Afizan et al. · indexed
715. Research On Vehicle-Based Driver Status/Performance Monitoring; Development, Validation, And Refinement Of Algorithms For Detection Of Driver Drowsiness, Final Report · 1994 · NHTSA · archived
716. NASA-TLX Assessment of Mental Workload in Manufacturing Industry ↗ · 2022 · Hermansyah, Muhammad Saddam Akbar et al. · indexed
717. Analysis Of Mental Workload With NASA- TLX Method On Employees Of Kareb Bojonegoro Cooperative ↗ · 2023 · Aditiya Anggara Putra et al. · indexed
718. Assessing Perceptual Load and Cognitive Load by Fixation-Related Information of Eye Movements ↗ · 2022 · Liu, Jung-Chun et al. · indexed
719. Investigating the Use of Two Low Cost Eye Tracking Systems for Detecting Pupillary Response to Changes in Mental Workload ↗ · 2016 · Coyne, Joseph et al. · indexed
720. Multi-dimensional measurement of mental workload in industrial context: an experiment in the field of helicopter maintenance ↗ · 2025 · Berthon, Lorrys et al. · indexed
721. Development of Future Scenarios: Prediction of Mental Workload in a Traffic Management Control Room · 2022 · Zeilstra, Melcher et al. · archived
722. Methods in Cognitive Pupillometry: Design, Preprocessing, and Statistical Analysis ↗ · 2022 · Mathôt, Sebastiaan et al. · indexed
723. The Impact of Mental Workload Levels on Physiological and Subjective Responses ↗ · 2016 · Fallahi, Majid et al. · indexed
724. Effect of Partially Automated Driving on Mental Workload, Visual Behavior and Engagement in Nondriving-Related Tasks: A Meta-Analysis · 2025 · Vasta, N et al. · archived
725. Theoretical Development of an Adaptive Secondary Task to Measure Pilot Workload for Flight Evaluations ↗ · 1983 · Schiflett, Samuel G. · indexed
726. Assessment of the occlusion technique as a means for evaluating the distraction potential of driver support systems ↗ · 2006 · Pettitt, M.A. et al. · indexed
727. Cognitive State Assessment ↗ · 2014 · Sciarini, Lee W. et al. · indexed
728. Psychophysiological analysis of mental load during driving on rural roads-a quasi-experimental field study ↗ · 1998 · RICHTER, PETER et al. · indexed
729. Examining the Utility of Blink Rate as a Proxy for Cognitive Load in Flight Simulation ↗ · 2024 · Ayala, Naila et al. · indexed
730. Mental Workload Alters Heart Rate Variability, Lowering Non-linear Dynamics ↗ · 2019 · Delliaux, Stéphane et al. · indexed
731. Serial Assessment of Physiological Evaluation Indices for Repetitive Mental Workload ↗ · 2010 · Nozawa, Akio et al. · indexed
732. Exploring Pilots' Mental Workload While Using an In‐Cabin Electronic Flight Bag for Aircraft Towing Taxi Operations ↗ · 2026 · Qin, Jiahao et al. · indexed
733. Display formats and commercial vehicle operator (CVO) workload · 1997 · Carney, Cher et al. · archived
734. Measurement of pilots’ fatigue, attention and vigilance using EEG, ECG and EYE tracking in the simulated environment · 2025 · RUSU, Victoria et al. · archived
735. Automatic classification of eye activity for cognitive load measurement with emotion interference ↗ · 2013 · Chen, Siyuan et al. · indexed
736. Classification and Prediction of Driver’s Mental Workload Based on Long Time Sequences and Multiple Physiological Factors ↗ · 2023 · Wei, Wanyu et al. · indexed
737. Assessing Mental Workload from Skin Conductance and Pupillometry using Wavelets and Genetic Programming ↗ · 2010 · Lew, Roger et al. · indexed
738. Measuring Mental Workload of Software Developers Based on Nasal Skin Temperature ↗ · 2024 · NAKASAI, Keitaro et al. · indexed
739. Physiological-based Driver Monitoring Systems: A Scoping Review · 2022 · Abdul Razak, Siti Fatimah et al. · archived
740. Cardiac Autonomic Control During Simulated Driving With a Concurrent Verbal Working Memory Task ↗ · 2009 · Lenneman, John K. et al. · indexed
741. Mental Workload Estimation Based on Physiological Features for Pilot-UAV Teaming Applications ↗ · 2021 · Singh, Gaganpreet et al. · indexed
742. Use of wearable physiological sensors to predict cognitive workload in a visuospatial learning task ↗ · 2022 · Fine, Michael S. et al. · indexed
743. The Effect of Takeover Lead Time on Driver Workload ↗ · 2019 · Yun, Yongdeok et al. · indexed
744. Capturing the Mind: Non-Driving-Related Tasks as a Window into Cognitive Engagement in Automated Driving ↗ · 2024 · Bai, Xiaolu et al. · indexed
745. Approximate entropy: a new evaluation approach of mental workload under multitask conditions ↗ · 2014 · Yao, Lei et al. · indexed
746. Drivers’ Reaction Time and Mental Workload: A Driving Simulation Study · 2023 · Pouliou, Anna et al. · archived
747. Multi-Scale Heart Beat Entropy Measures for Mental Workload Assessment of Ambulant Users ↗ · 2019 · Tiwari, Abhishek et al. · indexed
748. Classification of a Driver's cognitive workload levels using artificial neural network on ECG signals ↗ · 2017 · Tjolleng, Amir et al. · indexed
749. Feature Selection for Predicting Pilot Mental Workload: A Feasibility Study ↗ · 2002 · East, Julia A. et al. · indexed
750. Investigating the Utility of fNIRS to Assess Mental Workload in a Simulated Helicopter Environment ↗ · 2020 · Masters, Matthew et al. · indexed
751. Estimating perceived mental workload from eye-tracking data based on benign anisocoria ↗ · 2024 · Chakraborty, Suvodip et al. · indexed
752. Blink-related EEG activity measures cognitive load during proactive and reactive driving · 2023 · Alyan, Emad et al. · archived
753. In-Vehicle Voice Control Interface Evaluation: Preliminary Driver Workload and Risk Analysis · 2020 · Jenness, James et al. · archived
754. Subjective and objective assessments of mental workload for UAV operations ↗ · 2022 · Li, Kai Way et al. · indexed
755. Real-Time Assessment of Mental Workload Using Psychophysiological Measures and Artificial Neural Networks ↗ · 2003 · Wilson, Glenn F. et al. · indexed
756. Evaluation of the Mental Workload of PSIT Employees at SIT XYZ Institutions ↗ · 2023 · Aprianto, Teguh et al. · indexed
757. From Driver to Supervisor: Comparing Cognitive Load and EEG-Based Attentional Resource Allocation Across Automation Levels · 2023 · Figalova, Nikol et al. · archived
758. Investigating mental workload-induced changes in cortical oxygenation and frontal theta activity during simulated flights · 2022 · Hamann, Anneke et al. · archived
759. Measurement of a Navigator's Mental Workload for Ship Handling Based on Saliva Nitric Oxide Assay ↗ · 2013 · Kitamura, Kenichi et al. · indexed
760. Computational Models for Workload Analysis of Driving Tasks ↗ · 2021 · Handley, Holly et al. · indexed
761. Toward Objective Evaluation of Working Memory in Visualizations: A Case Study Using Pupillometry and a Dual-Task Paradigm ↗ · 2019 · Padilla, Lace et al. · indexed
762. Measuring Pilot Workload in a Motion Base Simulator: III. Synchronous Secondary Task ↗ · 1987 · Kantowitz, Barry H. et al. · indexed
763. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Final report] · 2009 · Barr, Lawrence et al. · archived
764. Evaluation of ship navigator's mental workload for ship handling based on physiological indices ↗ · 2009 · Hama, Kousaku et al. · indexed
765. Measuring Cognitive Distraction in the Automobile III: A Comparison of Ten 2015 In-Vehicle Information Systems · 2015 · AAA Foundation for Traffic Safety · archived
766. Mental Workload in Aircraft and Simulator During Basic Civil Aviation Training ↗ · 2009 · Dahlstrom, Nicklas et al. · indexed
767. From Driver to Supervisor: Comparing Cognitive Load and EEG-based Attentional Resource Allocation across Automation Levels · 2023 · Figalova, Nikol et al. · archived
768. Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy · 2021 · Bloomfield, Peter M. et al. · archived
769. The Occlusion Procedure for Assessing in-Vehicle Telematics: Tests of Current Vehicle Systems ↗ · 2006 · Harbluk, J.L. et al. · indexed
770. Variations in Road Conditions on Driver Stress ↗ · 2013 · Miller, Erika E. et al. · indexed
771. A data set of real world driving to assess driver workload ↗ · 2013 · Schneegass, Stefan et al. · indexed
772. Assessing Mental Workload During Laparoscopic Surgery ↗ · 2005 · Carswell, C. Melody et al. · indexed
773. Classifying experienced male drivers’ mental workload on freeway ramps based on heart rate and speed measurements: A real-vehicle experiment ↗ · 2026 · Wang, Jie et al. · indexed
774. Editorial: Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures ↗ · 2018 · Putze, Felix et al. · indexed
775. A Comparative Analysis of Mental Workload between Train and Bus Drivers · 2018 · Soewardi, Hartomo et al. · archived
776. Tracking drivers’ minds: Continuous evaluation of mental load and cognitive processing in a realistic driving simulator scenario by means of the EEG · 2023 · Wascher, Edmund et al. · archived
777. Understanding mental fatigue and its detection: a comparative analysis of assessments and tools ↗ · 2023 · Kunasegaran, Kaveena et al. · indexed
778. Use of Frequency Domain Analysis of Skin Conductance for Evaluation of Mental Workload ↗ · 2008 · Shimomura, Yoshihiro et al. · indexed
779. Assessing the Impact of an Assistive Driving Device on Mental Workload and Stress During Simulated Driving: A Multivariate Approach ↗ · 2026 · Costantini, Simone et al. · indexed
780. A Cyber-Physical-Human System for One-to-Many UAS Operations: Cognitive Load Analysis ↗ · 2020 · Planke, Lars J. et al. · indexed
781. Application of the Subjective Workload Assessment Technique to Aviation Test and Evaluation ↗ · 1992 · Hale, Steve et al. · indexed
782. Comparison of Primary and Secondary Task Measures as a Function of Simulated Vehicle Dynamics and Driving Conditions ↗ · 1978 · Wierwille, Walter W. et al. · indexed
783. Stress influence on real-world driving identified by monitoring heart rate variability and morphologic variability of electrocardiogram signals: the case of intercity roads ↗ · 2024 · Rostamzadeh, Sajjad et al. · indexed
784. PupilNet, Measuring Task Evoked Pupillary Response using Commodity RGB Tablet Cameras ↗ · 2018 · Wangwiwattana, Chatchai et al. · indexed
785. Impact of multi-dimensional cognitive demands on takeover performance, physiological and eye-tracking measures in conditionally automated vehicles ↗ · 2025 · Wang, Ange et al. · indexed
786. Application of quantitative EEG analysis to workload assessment in an advanced aircraft simulator ↗ · 1993 · Sterman, M. B. et al. · indexed
787. Multimodal Features for Detection of Driver Stress and Fatigue: Review · 2020 · Němcová, Andrea et al. · archived
788. When Does the Driver Workload Reaches Its Limits ? ↗ · 2006 · Girard, J.-M. et al. · indexed
789. Remote Mental Workload Estimation by a Bioradar ↗ · 2018 · Anishchenko, Lesya N. · indexed
790. Modeling Mental Workload and Task Performance for Indirect Vision Driving ↗ · 2001 · Smyth, Christopher C. · indexed
791. Beyond the time-on-task: an EEG-driven approach for effective physiological assessment of mental fatigue in simulated and real driving · 2025 · Giorgi, Andrea et al. · archived
792. N-back Temporal Stability: The Auditory N-back Task as an Unstable Measurement Standard · 2019 · Wheatley, Camille L. et al. · archived
793. VR Cognitive Load Dashboard for Flight Simulator ↗ · 2022 · Arjun, Somnath et al. · indexed
794. Examining the Effects of a Novel Training Paradigm for Vigilance on Mental Workload and Stress ↗ · 2017 · Fraulini, Nicholas W. et al. · indexed
795. Increased Postural Demand Is Associated With Greater Cognitive Workload in Healthy Young Adults: A Pupillometry Study ↗ · 2018 · Kahya, Melike et al. · indexed
796. Using Smartbands, Pupillometry and Body Motion to Detect Discomfort in Automated Driving · 2018 · Beggiato, Matthias et al. · archived
797. Monitoring Construction Workers’ Mental Workload Due to Heat Exposure Using Heart Rate Variability and Eye Movement: A Study on Pipe Workers ↗ · 2025 · He, Shiyi et al. · indexed
798. Classifying Drivers' Cognitive Load Using EEG Signals ↗ · 2017 · Barua Shaibal et al. · indexed
799. Assessment of Driver Cognitive Load in Autonomous Driving Using Extended Reality Simulation ↗ · 2026 · Hatchett, Seth et al. · indexed
800. Task acceptability and workload of driving city streets, rural roads, and expressways : ratings from video clips. · 2007 · Schweitzer, Jason et al. · archived
801. Eye movement indices of mental workload ↗ · 1990 · May, James G. et al. · indexed
802. Galvanic Skin Response Based Cognitive Load Measurement for Online Exams ↗ · 2021 · Bahauddin Sikder, Md.Saif Bin et al. · indexed
803. Mental Workload Assessment ↗ · 2020 · Zhang, Qiankun et al. · indexed
804. An evaluation of mental workload with frontal EEG · 2017 · So, Winnie K. Y. et al. · archived
805. Heavy vehicle driver workload assessment. Task 2, standard vehicle configuration/specifications · 1996 · Turanski, Alan et al. · archived
806. A Novel Mutual Information Based Feature Set for Drivers’ Mental Workload Evaluation Using Machine Learning ↗ · 2020 · Islam, Mir Riyanul et al. · indexed
807. Using cerebral hemovelocity to measure workload in a complex vigilance task with display redundancy ↗ · 2014 · Satterfield, Kelly et al. · indexed
808. Evaluasi Beban Kerja Mental Operator Assembly Line OPP Window Menggunakan Metode NASA-TLX di Industri Elektronik ↗ · 2026 · Awallia, Sarah et al. · indexed
809. Prediction of Mental Workload in Single and Multiple Tasks Environments ↗ · 2000 · Xie, Bin et al. · indexed
810. Characterizing alterations in attention networks under high mental workload · 2026 · Wu, Lin et al. · archived
811. Utilizing HRV-Derived Respiration Measures for Driver Drowsiness Detection ↗ · 2019 · Kim, Jinwoo et al. · indexed
812. Detection of Pilot’s Mental Workload Using a Wireless EEG Headset in Airfield Traffic Pattern Tasks ↗ · 2023 · Liu, Chenglin et al. · indexed
813. Identification of pilots’ mental workload under different flight phases based on a portable EEG device ↗ · 2023 · Liu, Chenglin et al. · indexed
814. Penggunaan Pendekatan Cardiovascular Load (CVL) dan Subjective Workload Assessment Technique (SWAT) Dalam Menganalisis Beban Kerja Driver Online · 2023 · Semnasti, Akmal Suryadi et al. · archived
815. 450 Estimating Cognitive Load Via Pupil Diameter: A Novel Metric for Assessing Neurosurgical Residency Applicants ↗ · 2025 · Porras, Jose Luis et al. · indexed
816. Development of a Real-time System for Detecting Driver"s Cognitive Load using Multi-Layer Artificial Neural Network on ECG Signals ↗ · 2020 · Tjolleng, Amir et al. · indexed
817. NASA-TLX Mental Workload Analysis of Agrarian Reform Access Field Staff at Kantor Pertanahan X ↗ · 2026 · Malahayati, Aisyah Juliawulan et al. · indexed
818. A comparison of subjective and physiological workload assessment techniques during a 3-dimensional audio vigilance task ↗ · 2012 · Shaw, Tyler H. et al. · indexed
819. How to measure the mental workload. Assessment of the workload to the train drivers. · 1993 · UGAJIN, Hiroshi · archived
820. Assessment of Attentional Workload while Driving by Eye-fixation-related Potentials ↗ · 2012 · TAKEDA, Yuji et al. · indexed
821. Driving Performance, Adaptation, and Cognitive Workload Costs of Logo Panel Detection as Mediated by Driver Age · 2017 · Lau, Mei Ying et al. · archived
822. An EEG-based mental workload estimator trained on working memory task can work well under simulated multi-attribute task · 2014 · Ke, Yufeng et al. · archived
823. Grasping the sporadic nature of electrodermal activity provides robust assessment of different cognitive load even in a perturbated status induced by sleep debt ↗ · 2025 · Boffet, Alexis et al. · indexed
824. Pupil Dilation as an Indicator of Cognitive Load During Multi-tasking in a Virtual Environment ↗ · 2024 · Yusako, Morishita et al. · indexed
825. A Formal Method for Assessing Mental Workload ↗ · 2023 · Bolton, Matthew L. et al. · indexed
826. Evaluation of Mental Workload of Bridge Teammates Using Facial Temperature : Simultaneous Measurement of Navigator and Helmsman ↗ · 2012 · KENJO, Harunobu et al. · indexed
827. Spirometry Has Added Value Over Electrodermal Activity as a Physiological Marker of Mental Load. ↗ · 2021 · Neukirchen, Tobias et al. · indexed
828. Entropy of Controller Movements Reflects Mental Workload in Virtual Reality ↗ · 2019 · Reinhardt, Daniel et al. · indexed
829. A Multimodal System for Assessing Alertness Levels Due to Cognitive Loading ↗ · 2017 · Sengupta, Anwesha et al. · indexed
830. Human-Machine Interface Evaluation Using EEG in Driving Simulator · 2023 · Liu, Yuan-Cheng et al. · archived
831. Exploring the effect of transient cognitive load on bodily arousal and secondary task performance ↗ · 2020 · Ehlers, Jan · indexed
832. An Attempt to Evaluate Mental Workload Using Wavelet Transform of EEG ↗ · 2005 · Murata, Atsuo · indexed
833. Mental Workload Estimation Using Wireless EEG Signals · 2019 · Adewale, Quadri et al. · archived
834. EEG Dataset Collection for Mental Workload Predictions in Flight-Deck Environment · 2024 · Hernández-Sabaté, Aura et al. · archived
835. The Effect of Prior Task Loading on Mental Workload ↗ · 2010 · Morgan, Justin F. et al. · indexed
836. Effects of Takeover Request Lead Time to Driver Workload in Autonomous Driving ↗ · 2019 · Yun, Yong Deok et al. · indexed
837. Assessment of mental workload with task-irrelevant auditory probes ↗ · 1995 · Kramer, Arthur F. et al. · indexed
838. Techniques of Subjective Assessment: A Comparison of the SWAT and Modified Cooper-Harper Scales ↗ · 1988 · Kilmer, Kevin J. et al. · indexed
839. Comparative Analysis of Subjective Mental Load Measurement Methods Between NASA TLX and DASS-42 ↗ · 2026 · Sugiono, Sugiono et al. · indexed
840. How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving · 2014 · Lanatà, Antonio et al. · archived
841. On the feasibility of using pupil diameter to estimate cognitive load changes for in-vehicle spoken dialogues ↗ · 2013 · Kun, Andrew L. et al. · indexed
842. Development and Validation of a Theory-Based Questionnaire to Measure Different Types of Cognitive Load ↗ · 2023 · Krieglstein, Felix et al. · indexed
843. Conceptual design of real time and adaptive measure of mental workload using galvanic skin respond ↗ · 2017 · Widyanti, A · indexed
844. Measures of Cognitive and Psycho-Physiological Response to a Virtual Driving Assistance ↗ · 2024 · Isiaka, Fatima et al. · indexed
845. COG Tool: An Automated Cognitive Measurement of Workload for Mobile Event Logging ↗ · 2022 · Saleh, Ashraf Mousa et al. · indexed
846. The Dimensional Model of Driver Demand: Extension to Auditory-Vocal and Mixed-Mode Tasks ↗ · 2016 · Young, Richard et al. · indexed
847. Using the Distribution of Eye Fixations to Assess Pilots' Mental Workload ↗ · 2006 · Di Nocera, Francesco et al. · indexed
848. Assessing Harvester Operators' Mental Workload Using Continuous ECG Recording Technique ↗ · 2001 · Tynkkynen, Mika · indexed
849. Analyzing the Influencing Factors and Workload Variation of Takeover Behavior in Semi-Autonomous Vehicles ↗ · 2022 · Zhang, Hui et al. · indexed
850. Determinants of Association and Dissociation between Subjective and Objective Measures of Workload ↗ · 2018 · Yakobi, Ofir · indexed
851. Auditory and Visual Peripheral Detection Tasks and the Lane Change Test with High and Low Cognitive Load ↗ · 2014 · Chong, Isis et al. · indexed
852. Using an Electroencephalography Brain-Computer Interface for Monitoring Mental Workload During Flight Simulation · 2021 · Fraser, Adam · archived
853. Validation of a Driving Simulation Facility for Instrument Panel Task Performance ↗ · 1990 · Kurokawa, Ko et al. · indexed
854. Pengukuran Beban Kerja Fisik dan Mental Operator Quality Control Kain Rajut di PT XYZ Dengan Metode Nasa TLX dan Work Load Analysis ↗ · 2025 · Danu Adi Saputro et al. · indexed
855. Physiological and Response Measurements in Driving Tasks ↗ · 1972 · Weir, David H. et al. · indexed
856. EEG/ERP as a Measure of Mental Workload in a Simple Piloting Task ↗ · 2015 · Causse, Mickaël et al. · indexed
857. Eye movement and pupillary response indices of mental workload during visual search of symbolic displays ↗ · 1992 · Backs, Richard W. et al. · indexed
858. Color Block Task ↗ · 2016 · Wang, Ying et al. · indexed
859. Monitoring driver cognitive load using functional near infrared spectroscopy in partially autonomous cars ↗ · 2016 · Sibi, Srinath et al. · indexed
860. An investigation into physiological responses in driving simulators: An objective measurement of presence ↗ · 2015 · Deniaud, Christophe et al. · indexed
861. Identifikasi dan Analisis Beban Kerja Mental Karyawan menggunakan Metode NASA TLX di PT XYZ ↗ · 2023 · Pasaribu, Tigor Gabriel et al. · indexed
862. Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG · 2018 · Fujiwara, Koichi et al. · archived
863. Evaluation of mixed culture bridge teammates' mental workload using heart rate variability: Simulator-based ship handling ↗ · 2016 · Kitamura, Kenichi et al. · indexed
864. Cognitive Distraction Detection Using Gaze and Pupil with an Interpretable Approach · 2025 · Tamura, Kimimasa et al. · archived
865. Mental Workload Assessment Using Machine Learning Techniques Based on EEG and Eye Tracking Data ↗ · 2024 · Aksu, Şeniz Harputlu et al. · indexed
866. On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions ↗ · 2021 · Kaczorowska, Monika et al. · indexed
867. A Visual Protocol Analysis Method for Collecting Driving Cognitions in Multi-user Driving Simulator Studies ↗ · 2023 · Liang, Ying et al. · indexed
868. Driving Simulator System to Evaluate Driver’s Workload Using ADAS in Different Driving Contexts ↗ · 2017 · Caruso, Giandomenico et al. · indexed
869. Mental Workload Modeling of Time-Critical Tasks in Autonomous Driving Based on a Multi-source Information Fusion Approach ↗ · 2022 · Ding, Yaonan et al. · indexed
870. Pilot mental workload measurement and evaluation under dual task ↗ · 2011 · Song, Jianshuang et al. · indexed
871. Pupillometry in telerobotic surgery: A comparative evaluation of algorithms for cognitive effort estimation ↗ · 2023 · Ruiz Puentes, Paola et al. · indexed
872. Preliminary Investigation on Vicarious Observation of Mental Workload ↗ · 2024 · Prasetyo, Ridwan Aji Budi · indexed
873. Behavioral Entropy as an Index of Workload ↗ · 2000 · Boer, Erwin R. · indexed
874. Driving Simulator Based Interactive Experiments : Understanding Driver Behavior, Cognition and Technology Uptake under Information and Communication Technologies · 2018 · Agrawal, Shubham et al. · archived
875. Dynamic Estimation of Mental Workload and Operator Accuracy for Time-Constrained Binary Classification Tasks ↗ · 2025 · Seraj, Raihan et al. · indexed
876. Using electroencephalography to analyse drivers’ different cognitive workload characteristics based on on-road experiment · 2023 · Liu, Ruiwei et al. · archived
877. Assessing Methods of Enhancing Older Driver Performance · 2013 · Mehler, Bruce · archived
878. Assessing the Validity of SWAT as a Workload Measurement Instrument ↗ · 1983 · Boyd, Stephen P. · indexed
879. Driver’s Behavior and Mental Workload of Self-Driving Vehicle Following Behind Speed-Limited Autonomous Vehicle · 2019 · ASANUMA, Takashi et al. · archived
880. PENGUKURAN BEBAN KERJA PADA KARYAWAN NON ORGANIK DENGAN MENGGUNAKAN METODE NASA-TLX DEP. JASA BENGKEL DAN FABRIKASI DI PT. PETROKIMIA GRESIK ↗ · 2023 · Kholim, Abdul · indexed
881. Personalized Driver Workload Estimation in Real-World Driving ↗ · 2018 · Murphey, Yi et al. · indexed
882. The Relationship between Real-Time EEG Engagement, Distraction and Workload Estimates and Simulator-Based Driving Performance · 2013 · Marcotte, Thomas D et al. · archived
883. Assessment of cyclists' cognitive workload through eye tracker and EEG sensors: Sensitivity to individual and external factors in a real-world experiment ↗ · 2026 · Kchour, Fatima et al. · indexed
884. ECG, Respiration, fNIRS, and Eye Tracking for Stress and Mental Workload Monitoring in Human-Machine Interaction ↗ · 2025 · Luzzani, Gabriele et al. · indexed
885. Heart Rate Variability as a Marker of Cognitive Workload: Influence of Temperature and Task Complexity in Office Settings ↗ · 2026 · Anam, Sadia Israt et al. · indexed
886. The effects of dynamic workload and experience on commercially available EEG cognitive state metrics in a high-fidelity air traffic control environment ↗ · 2019 · Bernhardt, Kyle A. et al. · indexed
887. Attention allocation in the dual‐task paradigm as measured through behavioral and psychophysiological responses ↗ · 2003 · Karatekin, Canan et al. · indexed
888. Subjective Workload Assessment in a Spatial Memory Task ↗ · 1984 · Eggemeier, F. Thomas et al. · indexed
889. Measuring Cognitive Load: Are There More Valid Alternatives to Likert Rating Scales? ↗ · 2021 · Ouwehand, Kim et al. · indexed
890. Study of mental workload imposed by different tasks based on teleoperation ↗ · 2020 · Shao, Shuyu et al. · indexed
891. Optical brain monitoring for operator training and mental workload assessment ↗ · 2011 · Ayaz, Hasan et al. · indexed
892. Detecting Stress During Real-World Driving Tasks Using Physiological Sensors ↗ · 2005 · Healey, J.A. et al. · indexed
893. Eye-Tracking in Physical Human–Robot Interaction: Mental Workload and Performance Prediction ↗ · 2023 · Upasani, Satyajit et al. · indexed
894. Physiological Measures of Risk Perception in Highly Automated Driving · 2022 · Perello-March, Jaume R. et al. · archived
895. Controlled inducement and measurement of drowsiness in a driving simulator ↗ · 2010 · De Rosario, H. et al. · indexed
896. Psychophysiological Measures of Driver State ↗ · 2019 · Wilschut, Ellen et al. · indexed
897. Estimation of Driver Workload Based on a Model of Accelerator Pedal Control While Controlling Vehicle Velocity ↗ · 2016 · Hamaguchi, Takeshi et al. · indexed
898. Predicting Dual-Task Performance With the Multiple Resources Questionnaire (MRQ) ↗ · 2007 · Boles, David B. et al. · indexed
899. Mental Workload and Task Performance for Indirect Vision Driving with Fixed Flat Panel Displays · 2001 · Smyth, Christopher C · archived
900. Prototype Monitoring System Detecting Mental Workload During Pilot Simulation Training ↗ · 2023 · Stavrev, Stefan et al. · indexed
901. PERCLOS: A Valid Psychophysiological Measure of Alertness As Assessed by Psychomotor Vigilance · 1998 · NHTSA · archived
902. Re‐examining cognitive load measures in real‐world learning: Evidence from both subjective and neurophysiological data ↗ · 2024 · Liu, Xiaobo et al. · indexed
903. Driver Fatigue: An Experimental Investigation ↗ · 2020 · Richardson, John et al. · indexed
904. Level of Operator Control and Changes in Heart Rate Variability during Simulated Flight Maintenance ↗ · 1995 · Tattersall, Andrew J. et al. · indexed
905. Neural, physiological, and behavioral correlates of visuomotor cognitive load · 2017 · Hosseini, S. M. Hadi et al. · archived
906. Estimation of Subjectively Reported Trust, Mental Workload, and Situation Awareness Using Unobtrusive Measures ↗ · 2022 · Kintz, Jacob R. et al. · indexed
907. Monte Carlo Methods for Real-Time Driver Workload Estimation Using a Cognitive Architecture ↗ · 2018 · Wortelen, Bertram et al. · indexed
908. Measuring Surgeons’ Mental Workload With a Time-Based Secondary Task ↗ · 2013 · Grant, Russell C. et al. · indexed
909. Psychological and Psychophysiological Models of Pilot Performance for Systems Development and Mission Evaluation ↗ · 2002 · Svensson, Erland et al. · indexed
910. Driver cognitive workload estimation: a data-driven perspective ↗ · 2005 · Yilu Zhang et al. · indexed
911. What do we mean by cognitive load? Towards more accurate definition of the term for better identification by driver monitoring systems ↗ · 2023 · Goodridge, Courtney Michael et al. · indexed
912. The effects of voice system design components on driver workload ↗ · 2018 · Getty, D et al. · indexed
913. Assessing Drivers’ Physiological Responses Using Consumer Grade Devices ↗ · 2019 · Gruden, Timotej et al. · indexed
914. Correlation of Work Fatigue and Mental Workload in Train Drivers: A Cross-sectional Study · 2023 · Hassanzadeh-Rangi, Narmin et al. · archived
915. Driver State Modeling through Latent Variable State Space Framework in the Wild · 2022 · Tavakoli, Arash et al. · archived
916. Effects of Distracting Behaviors on Driving Workload and Driving Performance in a City Scenario ↗ · 2022 · Luo, Shuang et al. · indexed
917. Study of Instructor Support System for Simulator-Based Exercise Using Mental Workload Monitoring System ↗ · 2018 · Sugimoto, Ippei et al. · indexed
918. Study on relation between operator and trainee's mental workload for ship maneuvering simulator exercise using heart rate variability ↗ · 2016 · Sugimoto, Ippei et al. · indexed
919. Automated assessment of mental workload from PPG sensor data using cross-wavelet coherence and transfer learning ↗ · 2024 · Gupta, Shresth et al. · indexed
920. Scale Invariance in fNIRS as a Measurement of Cognitive Load · 2021 · Zhuang, Chu et al. · archived
921. The Evaluation of Operator's Mental Workload in Operation Control Center Division in the Railway Industry ↗ · 2020 · Putri Sulistiyo, Livia et al. · indexed
922. Assessment of mental workload states in monitors using functional near-infrared spectroscopy ↗ · 2025 · Wang, Yuzhen et al. · indexed
923. BEBAN KERJA MENTAL DENGAN METODE NASA TLX PADA KARYAWAN TERMINAL LPG TANJUNG SEKONG ↗ · 2024 · J, Neti Wanti et al. · indexed
924. Mental workload and cognitive task automaticity: an evaluation of subjective and time estimation metrics ↗ · 1994 · Liu, Yili et al. · indexed
925. Deriving heart rate variability indices from cardiac monitoring—An indicator of driver sleepiness ↗ · 2019 · Buendia, Ruben et al. · indexed
926. Autonomic Nervous System Responses to Whole-Body Vibration and Mental Workload: A Pilot Study · 2019 · Jalilian, Hamed et al. · archived
927. Pupillometry to assess Air Traffic Controller workload through the Mental Workload Model ↗ · 2015 · Rodríguez, Sara et al. · indexed
928. Integrated Multimodal System for Real-Time Driver Fatigue Detection and Cognitive Load Assessment ↗ · 2025 · Jirjees, Abdullah et al. · indexed
929. Dissociation Between Mental Workload, Performance, and Task Awareness in Pilots of High Performance Aircraft ↗ · 2019 · Mansikka, Heikki et al. · indexed
930. Fusion of ECG, PPG, and GSR Using Attention Based Machine Learning for Mental Workload Assessment ↗ · 2026 · Khan, Zafar et al. · indexed
931. Driver Workload in an Autonomous Vehicle ↗ · 2019 · Murphey, Yi et al. · indexed
932. The Rhythm Method: A New Method for Measuring Cognitive Load—An Experimental Dual‐Task Study ↗ · 2014 · Park, Babette et al. · indexed
933. Examining Mental Workload in a Spatial Navigation Transfer Game via Functional near Infrared Spectroscopy ↗ · 2021 · Galoyan, Tamara et al. · indexed
934. Mental Workload in Medicine: Foundations, Applications, Open Problems, Challenges and Future Perspectives ↗ · 2016 · Longo, Luca · indexed
935. Study on ship navigators' mental workload for ship handling based on salivary NO&lt;inf&gt;3&lt;/inf&gt;&lt;sup&gt;&amp;#x2212;&lt;/sup&gt; ↗ · 2013 · Kitamura, Kenichi et al. · indexed
936. Neurophysiologic monitoring of mental workload and fatigue during operation of a flight simulator ↗ · 2005 · Smith, Michael E. et al. · indexed
937. A novel EEG-driven multidimensional modelling of the Driver Performance Envelope for a user-centred human-vehicle interaction · 2026 · Giorgi, Andrea et al. · archived
938. Effects of cognitive and visual loads on driving performance after take-over request (TOR) in automated driving ↗ · 2020 · Choi, Damee et al. · indexed
939. Psychophysiological Test Methods and Procedures ↗ · 2019 · Wilson, Glenn F. · indexed
940. EEG-Based Evaluation of Mental Workload in a Simulated Industrial Human-Robot Interaction Task · 2025 · Fazli, Babak et al. · archived
941. A Fuzzy Approach Towards the Measurement of Subject-Specific Cognitive Load during Mental Task Using Hemodynamic Response ↗ · 2024 · Karmakar, Subashis et al. · indexed
942. Tracking drivers’ minds: Continuous evaluation of mental load and cognitive processing in a realistic driving simulator scenario by means of the EEG ↗ · 2023 · Wascher, Edmund et al. · indexed
943. Investigating Methods for Cognitive Workload Estimation for Assistive Robots ↗ · 2022 · Aygun, Ayca et al. · indexed
944. How much workload is workload? A human neurophysiological and affective - cognitive performance measurement methodology for air traffic controllers ↗ · 2022 · Suárez, María Zamarreño et al. · indexed
945. Toward the Use of Pupillary Responses for Pilot Selection ↗ · 2020 · Matton, Nadine et al. · indexed
946. A Random Glance at the Flight Deck: Pilots' Scanning Strategies and the Real-Time Assessment of Mental Workload ↗ · 2007 · Di Nocera, Francesco et al. · indexed
947. Monitoring Driver Physiological Parameters for Improved Safety ↗ · 2006 · Partin, Dale L. et al. · indexed
948. Using saccadic eye movements to measure mental workload ↗ · 2010 · Tokuda, S. · indexed
949. Applications of EEG indices for the quantification of human cognitive performance: A systematic review and bibliometric analysis · 2020 · Ismail, Lina Elsherif et al. · archived
950. Power law model for subjective mental workload and validation through air traffic control human-in-the-loop simulation · 2021 · Fürstenau, Norbert et al. · archived
951. How a New Instrument Affects Pilots' Mental Workload ↗ · 1982 · Harris, Randall L. et al. · indexed
952. Drivers’ Workload Electroencephalogram Characteristics in Cognitive Tasks Based on Improved Multiscale Sample Entropy ↗ · 2023 · Liu, Ruiwei et al. · indexed
953. Characterisation of Cognitive Load Using Machine Learning Classifiers of Electroencephalogram Data · 2023 · Wang, Qi et al. · archived
954. EEG Theta Power Activity Reflects Workload among Army Combat Drivers: An Experimental Study · 2020 · Diaz-Piedra, Carolina et al. · archived
955. The Auditory N-back Task: An Unstable Measurement Standard? · 2019 · Cooper, Joel M. et al. · archived
956. Is improved lane keeping during cognitive load caused by increased physical arousal or gaze concentration toward the road center? · 2018 · Li, Penghui et al. · archived
957. Evaluation of mental workload of sea pilot and captain using salivary NO&lt;inf&gt;3&lt;/inf&gt;⁻ ↗ · 2016 · Kitamura, Kenichi et al. · indexed
958. The development of mental workload measurement in flexible manufacturing systems ↗ · 1998 · Lin, Ding-Yu et al. · indexed
959. SUBJECTIVE AND INDIRECT METHODS TO OBSERVE DRIVER’S DROWSINESS AND ALERTNESS: AN OVERVIEW ↗ · 2016 · K., NOR KAMALIANA et al. · indexed
960. Continuous Assessment of Mental Workload During Complex Human–Machine Interaction: Inferring Cognitive State from Signals External to the Operator ↗ · 2025 · Roques, Axel et al. · indexed
961. Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator ↗ · 2012 · Zhao, Chunlin et al. · indexed
962. Estimating cognitive load using pupil diameter during a spoken dialogue task ↗ · 2013 · Heeman, Peter A. et al. · indexed
963. Heavy vehicle driver workload assessment. Task 7B, in-cab text message system and cellular phone use by heavy vehicle drivers in a part-task driving simulator · 1996 · Hanowski, Richard et al. · archived
964. CogMamba: Multi-Task Driver Cognitive Load and Physiological Non-Contact Estimation with Multimodal Facial Features ↗ · 2025 · Xie, Yicheng et al. · indexed
965. Relating the Detection Response Task to Critical Events – Consequences of high Cognitive Workload to Brake Reaction Times ↗ · 2015 · Mantzke, Odette et al. · indexed
966. Driver Workload Estimation Using Driver Physiological-Performance-Subjective Reaction ↗ · 2022 · IWASAKI, Haruma et al. · indexed
967. The Relationship between Driver Distraction and Mental Workload ↗ · 2017 · Schaap, Nina et al. · indexed
968. HRV-Based Multimodal Physiological Signal Monitoring Using Wearable Biosensors in Human–Computer Interaction: Cognitive Load in Real-Time Strategy Games ↗ · 2026 · Shi, Yunlong et al. · indexed
969. Driver Profiling and Bayesian Workload Estimation Using Naturalistic Peripheral Detection Study Data ↗ · 2024 · Caber, Nermin et al. · indexed
970. Work Performance Measurement of Data Entry Employees in E-Commerce Industry Based on Mental Workload Value · 2019 · Soenandi, Iwan Aang · archived
971. Differential contributions of inhibition and task engagement to workload: evidence from a novel adaptive Stroop task ↗ · 2026 · Jaiaue, Thipkanlaya et al. · indexed
972. Air traffic controllers communication analysis as a proxy of task demand and mental workload: Using voice recording markers for safety critical task ↗ · 2025 · Muñoz-de-Escalona, Enrique et al. · indexed
973. Task-independent auditory probes reveal changes in mental workload during simulated quadrotor UAV training ↗ · 2023 · Wang, Shaodi et al. · indexed
974. Physiological Correlates of Behavioral Performance on the Mathematical Processing Subtest of the Cts Battery ↗ · 1987 · Yolton, R L et al. · indexed
975. Operator Functional State Classification Using Multiple Psychophysiological Features in an Air Traffic Control Task ↗ · 2003 · Wilson, Glenn F. et al. · indexed
976. Discount Driver Mental Workload Assessment ↗ · 2024 · Jiang, Haoyan et al. · indexed
977. The measurement of drivers' mental workload ↗ · 1996 · de Waard, Dick · indexed
978. Cognitive Workload and Attentional Allocation in One-Pedal Driving: A Human–Vehicle Interaction Study in Dynamic Car-Following Scenarios ↗ · 2026 · Wang, Sibo et al. · indexed
979. 2205 A basic study for the evaluation of the state of the driver using NIRS ↗ · 2013 · Yanagisawa, Kazuki et al. · indexed
980. Multimodal behavior and interaction as indicators of cognitive load ↗ · 2012 · Chen, Fang et al. · indexed
981. Non-contact-based driver’s cognitive load classification using physiological and vehicular parameters ↗ · 2020 · Rahman, Hamidur et al. · indexed
982. A tool for measuring mental workload during prosthesis use: The Prosthesis Task Load Index (PROS-TLX) ↗ · 2023 · Parr, Johnny V. V. et al. · indexed
983. Neck Muscle Coactivation Response to Varied Levels of Mental Workload During Simulated Flight Tasks ↗ · 2023 · Le, Peter et al. · indexed
984. Using psychophysiological metrics for understanding drivers’ mental workload and visual attention when overtaking automated truck platoons ↗ · 2026 · Lin, Zijian et al. · indexed
985. Cognitive Load Prediction From Multimodal Physiological Signals Using Multiview Learning ↗ · 2025 · Liu, Yingxin et al. · indexed
986. New Tools and Methods in Selection of Air Traffic Controllers Based on Multimodal Psychophysiological Measurements ↗ · 2019 · Cosic, Kresimir et al. · indexed
987. Driving mental workload and performance of ageing drivers ↗ · 2020 · Abd Rahman, Nurul Izzah et al. · indexed
988. Modeling Performance Measures and Self-Ratings of Workload in a Visual Scanning Task ↗ · 2011 · Cassenti, Daniel N. et al. · indexed
989. Effects of platooning on signal-detection performance, workload, and stress: A driving simulator study ↗ · 2016 · Heikoop, Daniël D. et al. · indexed
990. Comparison Between Visual and Tactile Signal Detection Tasks Applied to the Safety Assessment of In-Vehicle Information Systems ↗ · 2005 · Engström, Johan et al. · indexed
991. A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load. ↗ · 2008 · DeLeeuw, Krista E. et al. · indexed
992. Workload Analysis Using Work Sampling and NASA-TLX for Employee of Private University in Surabaya ↗ · 2019 · Widiasih, Wiwin et al. · indexed
993. Evaluation of ship navigator's mental workload for ship handling based on salivary NO&lt;inf&gt;3&lt;/inf&gt;&amp;#x2212; ↗ · 2012 · Kitamura, Kenichi et al. · indexed
994. Analysis of Mental Workload in Appropriate Technology (AT) for Agricultural Machinery Using Heart Rate Variability (HRV) Parameters ↗ · 2024 · Khofani, Tanfidia Eka et al. · indexed
995. Multiple Resources and Mental Workload · 2008 · Wickens, Christopher D. · archived
996. Investigating the relationship between EEG features and N-back task difficulty levels with NASA-TLX scores among undergraduate students · 2023 · Harputlu Aksu, Şeniz et al. · archived
997. Assessing mental workload with wearable devices – Reliability and applicability of heart rate and motion measurements ↗ · 2022 · Mach, Sebastian et al. · indexed
998. Measurement of Driver’s Mental Workload in Partial Autonomous Driving ↗ · 2019 · Chen, Weiya et al. · indexed
999. Cognitive Load and Situation Awareness for Soldiers: Effects of Message Presentation Rate and Sensory Modality ↗ · 2019 · Hollands, Justin G. et al. · indexed
1000. Assessment of cognitive workload of in-vehicle systems using a visual peripheral and tactile detection task setting ↗ · 2012 · Bengler, Klaus et al. · indexed
1001. Comparison of the total workload of local public transportation drivers with a new approach according to physical and mental workload criteria · 2020 · Adar, Tuba et al. · archived
1002. Mental Workload Modeling by Using Machine Learning Techniques Based on EEG and Eye Tracking Data ↗ · 2024 · Aksu, Şeniz Harputlu et al. · indexed
1003. Evaluation of time series changes of mental workload during automobile driving with application of anomaly detection · 2021 · CHIHARA, Takanori et al. · archived
1004. A neurophysiological training evaluation metric for Air Traffic Management ↗ · 2014 · Borghini, G. et al. · indexed
1005. Model-based development of a mental workload-sensitivity index for subject clustering ↗ · 2020 · Fürstenau, Norbert et al. · indexed
1006. Enhancing the Vigilance of Car Drivers:a Review on Fatigue Caused by the Driving Task and Possible Countermeasures · 2020 · van Veen, Sigrid et al. · archived
1007. A tool for measuring mental workload during prosthesis use: The Prosthesis Task Load Index (PROS-TLX) ↗ · 2022 · Parr, Johnny et al. · indexed
1008. A novel method to monitoring changes in cognitive load in video‐based learning ↗ · 2019 · Huh, Dami et al. · indexed
1009. Using galvanic skin response for cognitive load measurement in arithmetic and reading tasks ↗ · 2012 · Nourbakhsh, Nargess et al. · indexed
1010. Granular estimation of user cognitive workload using multi-modal physiological sensors ↗ · 2024 · Wang, Jingkun et al. · indexed
1011. Measurement of Cognitive Load in HCI Systems Using EEG Power Spectrum: An Experimental Study ↗ · 2016 · Kumar, Naveen et al. · indexed
1012. Physiological Measures of the Mental Workload in Users of a Lower Limb Exosuit: A Comparison of Subjective and Objective Metrics ↗ · 2025 · Mariani, Giulia et al. · indexed
1013. Workload analysis using Modified Full Time Equivalent (M-FTE) and NASA-TLX methods to optimize engineer headcount in the engineering services department ↗ · 2021 · Rachmuddin, Y et al. · indexed
1014. Mental Stress Evaluation of Car Driver in Different Road Complexity Using Heart Rate Variability (HRV) Analysis ↗ · 2018 · Sugiono, Sugiono et al. · indexed
1015. Analisis Beban Kerja Mental Pekerja Menggunakan Metode Nasa TLX di PT Aneka Jasa Sorwako ↗ · 2025 · Muhammad Irgi Fachrezy et al. · indexed
1016. Event-Related Brain Potentials and Resource Allocation: From Dual-Task Decrements to Dual-Task Integrality ↗ · 1985 · Kramer, Arthur F. et al. · indexed
1017. The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving · 2021 · Van der Heiden, Remo M. A. et al. · archived
1018. A Systematic Review of Empirical Measures of Workload Capacity ↗ · 2020 · Thorpe, Alexander et al. · indexed
1019. Validation of stimulus for EEG signal based cognitive load analysis ↗ · 2015 · Sinha, Aniruddha et al. · indexed
1020. Heart Rate Variability: A New Index of Driver Alertness/Fatigue ↗ · 1972 · O'Hanlon, James F. · indexed
1021. Pengukuran Beban Kerja Mental pada Karyawan Quality Control di PT Delta Dunia Tekstil 1 dengan Menggunakan Metode Nasa-Tlx ↗ · 2025 · Aqsal Faiz Al Hayy et al. · indexed
1022. Assessing cognitive load through eye metrics in in-motion vs. stationary environments ↗ · 2025 · Li, Yuzhang et al. · indexed
1023. Development and Validation of Two Instruments Measuring Intrinsic, Extraneous, and Germane Cognitive Load ↗ · 2017 · Klepsch, Melina et al. · indexed
1024. Influence of Increasing Task Complexity and Use of Informational Assistance Systems on Mental Workload ↗ · 2021 · Bläsing, Dominic et al. · indexed
1025. Measurement of Mental Workload Against Packing Operators at UKM Roti Heppy Bakery Padang Using the NASA-TLX Method ↗ · 2021 · Fithri, Prima et al. · indexed
1026. Voice Control Tasks on Cognitive Workload and Driving Performance: Implications of Modality, Difficulty, and Duration ↗ · 2018 · Miller, Erika E. et al. · indexed
1027. Warwick-JLR driver monitoring dataset (DMD) ↗ · 2015 · Taylor, Phillip et al. · indexed
1028. Eye-tracking metrics for estimating workload and characterizing errors in conflict detection and resolution during simulated en route air-traffic control · 2025 · Navia, José A. et al. · archived
1029. DRIVER’S MENTAL WORKLOAD: TASK PERFORMANCE AND MENTAL WORKLOAD ↗ · 2015 · Makhtar, Ahmad Khushairy et al. · indexed
1030. Driver Distraction Detection in Conditionally Automated Driving Using Multimodal Physiological and Ocular Signals ↗ · 2025 · Zhou, Yang et al. · indexed
1031. Evaluation of Cognitive Distraction in a Real Vehicle Based on the Reflex Eye Movement · 2018 · Son, Le Anh et al. · archived
1032. Measurement mental and physical workload in final-year thesis students in the faculty of engineering at Universitas Muhammadiyah Cirebon ↗ · 2025 · Susanto, Budi et al. · indexed
1033. ANALISIS BEBAN KERJA MENTAL PADA STAF UNIT PELAKSANA TEKNIS DENGAN MENGGUNAKAN METODE NASA TLX (STUDI KASUS: UNIVERSITAS TEKNOLOGI SUMBAWA) ↗ · 2019 · Hudaningsih, Nurul · indexed
1034. Preliminary study of pilot stress and mental workload monitoring through physiological signals ↗ · 2024 · Luzzani, G et al. · indexed
1035. Driver Sleepiness—Evaluation of Reaction Time Measurement as a Secondary Task ↗ · 2001 · Baulk, SD et al. · indexed
1036. Assessing the Mental States of Fallback-Ready Drivers in Automated Driving by Electrooculography ↗ · 2019 · Wu, Yanbin et al. · indexed
1037. DEVELOPING AN APPROACH TO MULTIMODAL QUANTITATIVE ASSESSMENT OF INTERVIEWERS’ COGNITIVE LOAD: FIRST RESULTS OF A FIELD QUASI EXPERIMENT · 2018 · Deviatko, I F · archived
1038. Combining EEG and eye-tracking for cognitive and physiological states monitoring: a systematic review · 2026 · Rivas-Vidal, Maria et al. · archived
1039. Concurrent Model for Three Negative Emotions Using Heart Rate Variability in a Driving Simulator Environment ↗ · 2020 · Adha, Muhammad Shaufil et al. · indexed
1040. Exploring the effects of visual cognitive load and illumination on pupil diameter in driving simulators ↗ · 2012 · Palinko, Oskar et al. · indexed
1041. Deconstructing Driver State in Smart Cockpits: Physiological Validation of Perceived Risk, Trust, and Fatigue during Automated Driving ↗ · 2025 · Wang, Zhenyuan et al. · indexed
1042. Cognitive load during driving: EEG microstate metrics are sensitive to task difficulty and predict safety outcomes · 2024 · Ma, Siwei et al. · archived
1043. Mental workload evaluation using weighted phase lag index and coherence features extracted from EEG data ↗ · 2024 · Shafiei, Somayeh B. et al. · indexed
1044. Study on effect of adding pupil diameter as recognition features for driver's cognitive distraction detection ↗ · 2010 · Miyaji, Masahiro et al. · indexed
1045. Psychophysiologically Determined Classification of Cognitive Activity ↗ · 2004 · Wilson, Glenn F. et al. · indexed
1046. Trends and Future Prospects of the Drowsiness Detection and Estimation Technology · 2021 · Arakawa, Toshiya · archived
1047. Effect of time length of data analysis on the accuracy of mental workload estimation during automobile driving with eye-movement · 2020 · CHIHARA, Takanori et al. · archived
1048. Potential Eye Tracking Metrics and Indicators to Measure Cognitive Load in Human-Computer Interaction Research ↗ · 2020 · Joseph, Antony William et al. · indexed
1049. Towards real-time detection of cognitive effort in driving: contribution of a cardiac measurement ↗ · 2017 · Jallais, Christophe et al. · indexed
1050. Diagnostic Monitoring Of Vigilance Decrement Using EEG Workload Indices ↗ · 2012 · Kamzanova, Altyngul et al. · indexed
1051. 209 The Mental Workload of the Driver by Vehicle Velocity and Acceleration · 2006 · HOSHI, Satofumi et al. · archived
1052. A psychophysiological investigation of the effects of driving longer-combination vehicles ↗ · 1998 · APPARIES, ROSS J. et al. · indexed
1053. Cognitive Load During Student-Created Virtual Worlds: A NASA-TLX Assessment Using Spatial.io ↗ · 2026 · Magetos, Dimitrios et al. · indexed
1054. Prediction of driver’s workload by means of fuzzy techniques ↗ · 2012 · Pellegrino, Orazio · indexed
1055. Human-System Interaction Analysis for Military Pilot Activity and Mental Workload Determination ↗ · 2015 · Schulte, Axel et al. · indexed
1056. Physiological measurement of situation awareness: a study of the validity of EEG and fNIRS during performance and automation monitoring in a complex task ↗ · 2025 · Festa, Elena K. et al. · indexed
1057. Effects of subjective driving workload on hazard perception performance in older drivers: A driving simulation study ↗ · 2025 · Zhou, Yiwen et al. · indexed
1058. Exploring drivers’ mental workload and visual demand while using an in-vehicle HMI for eco-safe driving ↗ · 2020 · Li, Xiaomeng et al. · indexed
1059. Pilot Mental Workload Prediction Model Based on Information Display Interface ↗ · 2015 · Ma, Meiling et al. · indexed
1060. Marine pilot trainee's mental workload for simulator based training using R-R interval ↗ · 2014 · Tanaka, Masahiro et al. · indexed
1061. Evaluation of a student's mental workload for simulator training using salivary amylase activity ↗ · 2010 · Nishimura, Nozomu et al. · indexed
1062. Comparing driver reaction and mental workload of visual and auditory take-over request from perspective of driver characteristics and eye-tracking metrics ↗ · 2023 · Chen, Weiya et al. · indexed
1063. Employing consumer electronic devices in physiological and emotional evaluation of common driving activities ↗ · 2017 · Melnicuk, Vadim et al. · indexed
1064. A simulator evaluation of effects of assistive technologies on driver cognitive load at railway-level crossings ↗ · 2016 · Larue, Grégoire S. et al. · indexed
1065. Automated Classification of Cognitive Workload Levels Based on Psychophysiological and Behavioural Variables of Ex-Gaussian Distributional Features ↗ · 2022 · Kaczorowska, Monika et al. · indexed
1066. Detecting Driver Sleepiness Using Consumer Wearable Devices in Manual and Partial Automated Real-Road Driving · 2022 · Lu, Ke et al. · archived
1067. Assessment of mental workload: A new electrophysiological method based on intra-block averaging of ERP amplitudes ↗ · 2016 · Horat, Sibylle K. et al. · indexed
1068. Occupational Exoskeletons: Overview of Mental Workload Effects and Assessment Methodologies · 2026 · Charvátová, Denisa et al. · archived
1069. Research of HRV as a Measure of Mental Workload in Human and Dual-Arm Robot Interaction ↗ · 2020 · Shao, Shiliang et al. · indexed
1070. Analisis Pengukuran Beban Kerja Mental pada Karyawan Bagian Produksi Menggunakan Metode NASA-TLX di PT. Riau Graindo ↗ · 2026 · Satriardi, Satriardi et al. · indexed
1071. Quantifying Cognitive Workload in ICU Nursing: A Computational Modeling Approach to ECMO Circuit Priming ↗ · 2025 · Wu, Bangjie et al. · indexed
1072. In a heart beat: Using driver’s physiological changes to determine the quality of a takeover in highly automated vehicles ↗ · 2019 · Alrefaie, Mohamed Taher et al. · indexed
1073. Distinguishing Visual Fatigue, Mental Workload and Acute Stress in Immersive Virtual Reality with Physiological Data: pre-test results ↗ · 2022 · Souchet, Alexis D. et al. · indexed
1074. Electroencephalographic Workload Indicators During Teleoperation of an Unmanned Aerial Vehicle Shepherding a Swarm of Unmanned Ground Vehicles in Contested Environments ↗ · 2020 · Fernandez Rojas, Raul et al. · indexed
1075. ANALISIS BEBAN KERJA FISIK DAN MENTAL MENGGUNAKAN CVL DAN NASA-TLX PADA DIVISI PRODUKSI PT X · 2018 · Hakiim, Azafilmi et al. · archived
1076. Assessing real-time cognitive load based on psycho-physiological measures for younger and older adults ↗ · 2014 · Ferreira, Eija et al. · indexed
1077. Investigating Cognitive Engagement from Training to Application Under Varied Workload Manipulations in Virtual Reality · 2025 · Spencer, Cara et al. · archived
1078. A Hybrid System for Assessing Mental Workload ↗ · 2019 · Mendonca, Pedro et al. · indexed
1079. How to measure monotony-related fatigue? A systematic review of fatigue measurement methods for use on driving tests ↗ · 2018 · Bier, Lukas et al. · indexed
1080. Utility of Secondary Task as a Workload Assessment Technique ↗ · 1991 · Tsang, Pamela S. et al. · indexed
1081. ICONE19-44048 MULTI-SCALE ENTROPY ANALYSIS OF VR-BASED ANALOG-DIGITAL SYSTEM OF THE OPERATOR MENTAL WORKLOAD ↗ · 2011 · Lee, Chun-Yi et al. · indexed
1082. Unobtrusive measurement of cognitive load and physiological signals in uncontrolled environments ↗ · 2024 · Anders, Christoph et al. · indexed
1083. Unraveling the interplay between mental workload, occupational fatigue, physiological responses and cognitive performance in office workers ↗ · 2024 · Mahdavi, Neda et al. · indexed
1084. The Dissociation between Subjective Workload and Performance: A Multiple Resource Approach ↗ · 1983 · Wickens, Christopher D. et al. · indexed
1085. Cognitive Load Assessment Using Smartwatch ECG Data: Image Processing and Pan-Tompkins Algorithm for Heart Rate Variability Analysis ↗ · 2025 · Islam, Md Rashedul et al. · indexed
1086. Information complexity-mental workload and performance in combat aircraft ↗ · 1997 · Svensson, E. et al. · indexed
1087. Assessing Physiological Signal Utility and Sensor Burden in Estimating Trust, Situation Awareness, and Mental Workload ↗ · 2025 · Buchner, Savannah L. et al. · indexed
1088. Basic study of a ship navigator's mental workload using salivary NO\documentclass{article}\usepackage{amsmath}\usepackage{amssymb}\usepackage{amsbsy}\usepackage{amsfonts}\pagestyle{empty}\begin{document}$_{3}^{-}$ \end{document} ↗ · 2013 · Kitamura, Kenichi et al. · indexed
1089. Understanding Pedestrian Cognition Workload in Traffic Environments Using Virtual Reality and Electroencephalography · 2024 · Luque, Francisco et al. · archived
1090. Measuring Physician Mental Workload: Reliability and Validity Assessment of a Brief Instrument ↗ · 1992 · Bertram, Dennis A. et al. · indexed
1091. Pilots’ mental workload variation when taking a risk in a flight scenario: a study based on flight simulator experiments ↗ · 2022 · Wang, Lei et al. · indexed
1092. How we can measure the non-driving-task engagement in automated driving: Comparing flow experience and workload ↗ · 2018 · Ko, Sang Min et al. · indexed
1093. Cue Utilization and Cognitive Load in Novel Task Performance · 2016 · Brouwers, Sue et al. · archived
1094. Reliability over time of EEG-based mental workload evaluation during Air Traffic Management (ATM) tasks · 2015 · Arico, Pietro et al. · archived
1095. Effects of Viewpoint Presentation Methods on Driving Workload in Vehicle Teleoperation Systems · 2026 · Fukuzawa, Taiga et al. · archived
1096. Subjective Workload Assessment and Effect of Delayed Ratings in a Probability Monitoring Task ↗ · 1984 · Notestine, Jerome C. · indexed
1097. Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use? ↗ · 2025 · Halin, Anaïs et al. · indexed
1098. Effects of Neuro-Cognitive Load on Learning Transfer Using a Virtual Reality-Based Driving System ↗ · 2021 · Abdurrahman, Usman Alhaji et al. · indexed
1099. THE MEASUREMENT OF NURSES’ MENTAL WORKLOAD USING NASA-TLX METHOD (A CASE STUDY) ↗ · 2020 · Nur I et al. · indexed
1100. Estimation of driver mental states using autonomic indices ↗ · 2016 · Kuriyagawa, Yukiyo et al. · indexed
1101. Modeling cognitive load and physiological arousal through pupil diameter and heart rate ↗ · 2018 · Jerčić, Petar et al. · indexed
1102. Cognitive Workload and Learning Assessment During the Implementation of a Next-Generation Air Traffic Control Technology Using Functional Near-Infrared Spectroscopy ↗ · 2014 · Harrison, Joshua et al. · indexed
1103. Takeover performance prediction model considering cognitive load: analysis of subjective and objective factors ↗ · 2025 · Ge, Huimin et al. · indexed
1104. A novel protocol to induce mental fatigue · 2023 · Hassan, Eleanor K et al. · archived
1105. Physiological Characteristics and Nonparametric Test for Master-Slave Driving Task’s Mental Workload Evaluation in Mountain Area Highway at Night ↗ · 2019 · Wang, Haiwei et al. · indexed
1106. Visual Demand Evaluation Methods for In-Vehicle Interfaces ↗ · 2010 · Pettitt, Michael et al. · indexed
1107. Assessment of driver fatigue-related brain responses and causal factors during driving under different traffic conditions · 2024 · Adachi, Masataka et al. · archived
1108. AN INTEGRATED MENTAL WORKLOAD ASSESSMENT APPROACH BASED ON NASA-TLX AND SMAA-2: A CASE STUDY ↗ · 2018 · Kılıç Delice, Elif et al. · indexed
1109. Effects of mental workload on involuntary attention: A somatosensory ERP study ↗ · 2017 · Mun, Sungchul et al. · indexed
1110. Attention and Mental Workload ↗ · 2000 · Kantowitz, Barry H. · indexed
1111. Analisis Beban Kerja pada Operator Bagian Produksi dengan Menggunakan Metode NASA-TLX (Task Load Index) di PT. Ujong Neubok Dalam ↗ · 2021 · Putra, Reji Jaya et al. · indexed
1112. Relations among Multiple Workload Measure during a Memory Task ↗ · 2000 · Ryan, Arthur M. · indexed
1113. Driver's arousal and workload under partial vehicle automation · 2020 · Strayer, DL et al. · archived
1114. Driver's arousal and workload under partial vehicle automation · 2020 · Cooper, JM et al. · archived
1115. Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers ↗ · 2018 · Arico, Pietro et al. · indexed
1116. Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use? · 2025 · Halin, Anaïs et al. · archived
1117. Convergent validity of video-based observer rating of drowsiness, against subjective, behavioral, and physiological measures · 2023 · Uchiyama, Yuji et al. · archived
1118. Visual Demand Evaluation Methods for In-Vehicle Interfaces ↗ · 2012 · Pettitt, Michael et al. · indexed
1119. How much workload is workload? A human neurophysiological and affective-cognitive performance measurement methodology for ATCOs ↗ · 2022 · Zamarreño Suárez, María et al. · indexed
1120. Analisis Beban Kerja Mental Dengan Metode NASA-TLX Pada Karyawan UD. XYZ ↗ · 2024 · Iztihar, Jauhara et al. · indexed
1121. Cognitive workload evaluation in visual-auditory navigation system through EEG measurement in driving performance using driving simulator ↗ · 2023 · Hendradewa, Andrie Pasca et al. · indexed
1122. Analyzing the Influence of Mental Workload on Vestibulo-Ocular Reflex While Driving Using a Computational Model ↗ · 2020 · Kono, Takuya et al. · indexed
1123. A Comparative Analysis of Indexing of Mental Workload by using Neuro-Driving Tools based on EEG Measurements Coupling with the Eye-Tracking System ↗ · 2016 · Mayu, Ichiki et al. · indexed
1124. Queuing Network Modeling of Driver Workload and Performance ↗ · 2007 · Changxu Wu et al. · indexed
1125. Measuring the Effect of Mental Workload on Risk Perception Using Eye Movement Techniques: A Review ↗ · 2025 · Jiang, Jiaxin · indexed
1126. Mental Workload Wars: Audio-based XR Awakens ↗ · 2025 · Pretty, Emma Jane et al. · indexed
1127. Analisis beban kerja mental operator produksi aksesoris motor menggunakan metode National Aeronautics And Space Administartion Task Load Index (NASA TLX) di CV. Anugerah Teknik ↗ · 2024 · Hanifah, Abu et al. · indexed
1128. A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees · 2023 · Di Flumeri, Gianluca et al. · archived
1129. Mental Workload Analysis Using the NASA-TLX Method at Institute X ↗ · 2023 · Khofifah, Siti et al. · indexed
1130. Influences of On-Road Driving Fatigue, Mental Workload on Drivers' Performance ↗ · 2009 · Xu, Xianggang et al. · indexed
1131. Multimodal Cognitive Load Estimation With Radio Frequency Sensing and Pupillometry in Complex Auditory Environments ↗ · 2026 · Anwar, Usman et al. · indexed
1132. Estimation of Mental Workload during Motorcycle Operation ↗ · 2015 · Ohtsuka, Ryoichi et al. · indexed
1133. Assessment of speech dialog systems using multi-modal cognitive load analysis and driving performance metrics ↗ · 2009 · Kleinschmidt, Tristan et al. · indexed
1134. Cognitive demands and mental workload: A filed study of the mining control room operators ↗ · 2022 · Mohammadian, Mostafa et al. · indexed
1135. Identifying Automation Opportunities in Life Science Processes through Operator Task Modeling and Workload Assessment ↗ · 2019 · Swangnetrab, Manida et al. · indexed
1136. Effects of visual and verbal presentation on cognitive load in vigilance, memory, and arithmetic tasks ↗ · 2010 · Klingner, Jeff et al. · indexed
1137. A Psychophysiological Model Based on Machine Learning Algorithms for Evaluating Commercial Airline Pilots' Mental Workload in Flight‐Simulation Context ↗ · 2025 · Wang, Lei et al. · indexed
1138. Task-irrelevant Auditory Event-related Potentials as Mental Workload Indicators: A Between-task Comparison Study ↗ · 2020 · Xu, Jinzhao et al. · indexed
1139. Toward Effective Assessment of Commissioning Operators’ Mental Workload in Nuclear Power Plants: A Multimodal Measures Approach with Machine Learning Techniques ↗ · 2026 · Tao, Da et al. · indexed
1140. Heavy vehicle driver workload assessment: Task 7b: In-cab text message system and cellular phone use by heavy vehicle drivers in a part-task driving simulator · 1996 · Hanowski, Richard et al. · archived
1141. An In-Vehicle Digital Representation Model for Identifying the Channel and Level of Driver Workload Based on EEG Signals ↗ · 2025 · Liu, Tiancheng et al. · indexed
1142. A method for analyzing biometric data to assess the cognitive load and stress resistance of an agricultural unmanned aerial vehicle operator during mission planning ↗ · 2025 · Taskina, L.A. et al. · indexed
1143. Which ERP components are effective in measuring cognitive load in multimedia learning? A meta-analysis based on relevant studies ↗ · 2024 · Yu, Shuyu et al. · indexed
1144. Poincaré Plot Indices of Heart Rate Variability for Monitoring Driving Fatigue ↗ · 2019 · Zeng, Chao et al. · indexed
1145. The concept of “presence” as a measure of ecological validity in driving simulators · 2015 · Deniaud, Christophe et al. · archived
1146. The Critical Tracking Task ↗ · 2013 · Petzoldt, Tibor et al. · indexed
1147. A study on navigator&amp;#x2019;s mental workload in ship handling simulator ↗ · 2007 · Tadatsugi Okazaki et al. · indexed
1148. NASA-TLX Workload Under SAE Level 2 and Level 3 Automation Versus Manual: A Meta Analysis approach ↗ · 2026 · Alhujailli, Ashraf · indexed
1149. Machine learning performance in EEG-based mental workload classification across task types: a systematic review · 2025 · Pušica, Miloš et al. · archived
1150. Operator state monitoring via pupilometry: measuring mental workload under varying luminance conditions ↗ · 2021 · Aura, Christopher et al. · indexed
1151. Comparing the Relative Strengths of EEG and Low-Cost Physiological Devices in Modeling Attention Allocation in Semiautonomous Vehicles ↗ · 2019 · Cisler, Dean et al. · indexed
1152. A proposed methodology for the prediction of mental workload, based on engineering system parameters ↗ · 1994 · Bi, Shuxin et al. · indexed
1153. Evaluación de carga mental en trabajadores mediante el test de SWAT ↗ · 2026 · Loayza Vargas, Marco Ramiro et al. · indexed
1154. Exploiting heart rate variability for driver drowsiness detection using wearable sensors and machine learning · 2025 · AlArnaout, Zakwan et al. · archived
1155. Pupillometry and autonomic nervous system responses to cognitive load and false feedback: an unsupervised machine learning approach ↗ · 2024 · Alshanskaia, Evgeniia I. et al. · indexed
1156. Predicting cognitive load in immersive driving scenarios with a hybrid CNN-RNN model · 2024 · Khan, Mehshan Ahmed et al. · archived
1157. Detecting Users’ Cognitive Load by Galvanic Skin Response with Affective Interference ↗ · 2017 · Nourbakhsh, Nargess et al. · indexed
1158. The Influence of Monochronic/Polychronic Time Orientation on Temporal Demand and Subjective Mental Workload ↗ · 2019 · Widyanti, Ari et al. · indexed
1159. Quantifying Workload and Stress in Intensive Care Unit Nurses: Preliminary Evaluation Using Continuous Eye-Tracking ↗ · 2022 · Ahmadi, Nima et al. · indexed
1160. Cognitive Load Measurement in a Virtual Reality-Based Driving System for Autism Intervention ↗ · 2017 · Zhang, Lian et al. · indexed
1161. Evaluating Drivers’ States in Sleepiness Countermeasures Experiments Using Physiological and Eye Data – Hybrid Logistic and Linear Regression Model ↗ · 2017 · Schmidt, Elisabeth et al. · indexed
1162. Mental workload of nurses at an intensive care unit, João Pessoa, Brazil ↗ · 2017 · Silva, R et al. · indexed
1163. Real Time Classification of Cognitive Load Using fNIRS and EEGNet in a Driving Simulation Task ↗ · 2025 · Khan, Mehshan Ahmed et al. · indexed
1164. Assessment of Mental Workload Level Based on PPG Signal Fusion Continuous Wavelet Transform and Cardiopulmonary Coupling Technology ↗ · 2024 · Zhang, Han et al. · indexed
1165. Safety in Occupational Driving: Development of a Driver Behavior Scale for the Workplace Context · 2011 · Newnam, Sharon et al. · archived
1166. Vocal Instability as a Sensitive Biomarker for Driving Stress: Decoupling Cognitive Load and Environmental Friction in a Real-World Dual-Task Protocol · 2026 · Doğan, Dağhan · archived
1167. Load-Dependent Relationship Between Lateral Prefrontal Cortex Activity and Pupil Diameter in the Context of Driving ↗ · 2025 · Akimoto, Yoritaka et al. · indexed
1168. How Resource Demands of Nondriving-Related Tasks and Engagement Time Affect Drivers’ Physiological Response and Takeover Performance in Conditional Automated Driving ↗ · 2023 · Guo, Lie et al. · indexed
1169. Pilot Feasibility Study Examining Pupillary Response During Driving Simulation as a Measure of Cognitive Load in Breast Cancer Survivors ↗ · 2020 · Myers, Jamie et al. · indexed
1170. Subjective and Objective Assessment of the Impact of Stress and Mental Workload on Cybersickness During Virtual Reality Training · 2025 · Antoine Moinnereau, Marc et al. · archived
1171. Effects of In-vehicle Information on Driver Blink Characteristics and Workload · 2019 · WU, Ling et al. · archived
1172. Combined assessment of attentional reserve and cognitive‐motor effort under various levels of challenge with a dry EEG system ↗ · 2018 · Gentili, Rodolphe J. et al. · indexed
1173. Real-Time Assessment of the Cross-Task Mental Workload Using Physiological Measures During Anomaly Detection ↗ · 2018 · Zhao, Guozhen et al. · indexed
1174. Effects of steering demand on lane keeping behaviour, self-reports, and physiology. A simulator study ↗ · 2011 · Dijksterhuis, Chris et al. · indexed
1175. Development and Validation of an Ecological Driver Distraction Evaluation Tool ↗ · 2017 · Young, Kristie L. et al. · indexed
1176. An Eye on Operational Readiness in Paramedics: A Review of Wearable Technology ↗ · 2024 · Pringle, Kyle et al. · indexed
1177. An Analysis of the Processing Requirements of a Complex Perceptual-Motor Task ↗ · 1983 · Kramer, Arthur F. et al. · indexed
1178. The MIT AgeLab n-back ↗ · 2014 · Reimer, Bryan et al. · indexed
1179. Predicting driver fatigue using HRV measures and machine learning. · 2026 · Puspasari, MA et al. · archived
1180. Unobtrusive Smart-Watch Based Approach for Assessing Mental Workload ↗ · 2019 · Jaiswal, Dibyanshu et al. · indexed
1181. Operator Effort and the Measurement of Heart-Rate Variability ↗ · 1987 · Aasman, Jans et al. · indexed
1182. Psychophysiological evidence of mental workload and subjective anxiety from in-vehicle voice message complexity ↗ · 2026 · Restuputri, Dian Palupi et al. · indexed
1183. Personalized Driver Workload Inference by Learning From Vehicle Related Measurements · 2019 · Yi, Dewei et al. · archived
1184. Advancements and Insights in Assessing Cognitive Load During Driving: A Comprehensive Narrative Review ↗ · 2026 · Zhang, Peijiang et al. · indexed
1185. Physiological Correlates of Objective Situation Awareness Measurements ↗ · 2023 · Smith, Kieran et al. · indexed
1186. EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications ↗ · 2022 · Di Flumeri, Gianluca et al. · indexed
1187. Analisis Beban Kerja Mental pada Divisi Mixing PT Cosmotech Multi Mandiri dengan Metode Nasa-TLX ↗ · 2025 · Fadhilah, Anggar Rizki et al. · indexed
1188. Neuroassessment and monitoring of higher cognitive functions in naturalistic contexts: the case of organizational neuroscience · 2026 · Crivelli, Davide et al. · archived
1189. Effect of cognitive load in autonomous vehicles on driver performance during transfer of control ↗ · 2014 · Johns, Mishel et al. · indexed
1190. An Assessment of Behavioral Tests to Detect Impaired Drivers · 1981 · Snapper, K. J. (Kurt J.) et al. · archived
1191. Exploring Measures of Workload, Situation Awareness, and Task Performance in the Main Control Room ↗ · 2015 · Fernandes, Alexandra et al. · indexed
1192. Exploring the effects of cognitive load on mental fatigue across lifespan using behavioral task and eye-metrics data ↗ · 2025 · Charonitis, Maëlle et al. · indexed
1193. Simulator Evaluation of Heavy-Vehicle Driver Workload: II: Complex Secondary Tasks ↗ · 1996 · Kantowitz, Barry H. et al. · indexed
1194. Assessing Energy-Related Situation Awareness Using Self-Controlled Occlusion During Electric Vehicle Driving Scenes · 2024 · Gödker, Markus et al. · archived
1195. Investigation of the optimal time interval between task-irrelevant auditory probes for evaluating mental workload in the shortest possible time ↗ · 2022 · Sugimoto, Fumie et al. · indexed
1196. Assessing Cognitive Load Using EEG and Eye-Tracking in 3-D Learning Environments: A Systematic Review ↗ · 2025 · Khan, Rozemun et al. · indexed
1197. Identifikasi beban kerja mental operator forklift PT. NDIS menggunakan metode NASA-Task Load Index ↗ · 2025 · Yusuf, Rusli et al. · indexed
1198. Utilising raw psycho-physiological data and functional data analysis for estimating mental workload in human drivers ↗ · 2024 · Eniyandunmo, David et al. · indexed
1199. Evaluating Mental Load During Realistic Driving Simulations by Means of Round the Ear Electrodes ↗ · 2019 · Wascher, Edmund et al. · indexed
1200. A Mental Model Perspective of a Driver Workload System ↗ · 2010 · Curry, Reates et al. · indexed
1201. Driver cognitive distraction detection: Feature estimation and implementation ↗ · 2007 · Kutila, M H et al. · indexed
1202. A New Method for Inducing Mental Fatigue: A High Mental Workload Task Paradigm Based on Complex Cognitive Abilities and Time Pressure ↗ · 2025 · Ren, Lei et al. · indexed
1203. Analysis of the Effect of Working Hours on Mental Workload Using the Subjective Workload Assessment Technique Method ↗ · 2023 · Rahul, Rahul et al. · indexed
1204. Quantifying Cognitive Load using EEG during Ambulation and Postural Tasks ↗ · 2020 · Swerdloff, Margaret M. et al. · indexed
1205. Traffic and Ratings of Driver Workload: The Effect of the Number of Vehicles and Their Distance Headways ↗ · 2019 · Liu, Ke et al. · indexed
1206. Validation of the NASA-TLX Score in Ongoing Assessment of Mental Workload During a Laparoscopic Learning Curve in Bariatric Surgery ↗ · 2015 · Ruiz-Rabelo, Juan Francisco et al. · indexed
1207. Enhancing surgical training through cognitive load assessment ↗ · 2025 · Wu, Yun et al. · indexed
1208. An approach to situation awareness (SA) assessment in flight simulation: SA dynamic circulation (SADC) model ↗ · 2021 · Feng, Chuanyan et al. · indexed
1209. The Smartphone and the Driver’s Cognitive Workload: A Comparison of Apple, Google, and Microsoft’s Intelligent Personal Assistants · 2015 · AAA Foundation for Traffic Safety · archived
1210. Towards an Adaptive Assistance System for Monitoring Tasks: Assessing Mental Workload using Eye-Tracking and Performance Measures ↗ · 2020 · Buchholz, Victoria et al. · indexed
1211. A feature selection method for driver stress detection using heart rate variability and breathing rate ↗ · 2023 · Parsi, Ashkan et al. · indexed
1212. Road-to-Lab: Validation of the Static Load Test for Predicting On-Road Driving Performance While Using Advanced In-Vehicle Information and Communication Devices ↗ · 2005 · Young, Richard et al. · indexed
1213. A physiological data‐driven model for learners' cognitive load detection using HRV‐PRV feature fusion and optimized XGBoost classification ↗ · 2019 · Guo, Junqi et al. · indexed
1214. Analysis of Autonomic Indexes on Drivers' Workload to Assess the Effect of Visual ADAS on User Experience and Driving Performance in Different Driving Conditions ↗ · 2018 · Ariansyah, Dedy et al. · indexed
1215. A Preliminary Assessment of Perceived and Objectively Scaled Workload of a Voice-Based Driver Interface ↗ · 2013 · Reimer, Bryan et al. · indexed
1216. 5203 Mesurement of driver's brain function by using functional near-infrared spectroscopy : Evaluation of reduction in driver's mental workload by driving · 2008 · YANAGISAWA, Kazuki et al. · archived
1217. Understanding Driver Response Patterns to Mental Workload Increase in Typical Driving Scenarios ↗ · 2018 · Liao, Yuan et al. · indexed
1218. Mental Workload Assessment in Smartphone Multitasking Users: A Feature Selection Approach using Physiological and Simulated Data ↗ · 2018 · Lira, Hernan et al. · indexed
1219. Reduction in Arousal Level of a Driver ↗ · 1992 · Kamiya, Koichi et al. · indexed
1220. Human-centered design and evaluation of a workplace for the remote assistance of highly automated vehicles · 2024 · Schrank, Andreas et al. · archived
1221. An analysis of physiological responses as indicators of driver takeover readiness in conditionally automated driving ↗ · 2023 · Deng, Min et al. · indexed
1222. The Smartphone and the Driver’s Cognitive Workload: A Comparison of Apple, Google, and Microsoft’s Intelligent Personal Assistants · 2015 · Strayer, David L. et al. · archived
1223. Board 419 - Research Abstract Initial Measures of Mental Workload on Simulated Laparoscopic Tasks (Submission #632) ↗ · 2013 · Scerbo, Mark et al. · indexed
1224. Human Performance, Workload, and Situational Awareness Measures Handbook, Third Edition - 2-Volume Set ↗ · 2019 · Gawron, Valerie Jane · indexed
1225. Assessment of Ocular and Physiological Metrics to Discriminate Flight Phases in Real Light Aircraft ↗ · 2018 · Scannella, Sébastien et al. · indexed
1226. Powered two wheelers’ workload assessment with various methods using a motorcycle simulator ↗ · 2015 · Will, Sebastian et al. · indexed
1227. Pilots’ mental workload prediction based on timeline analysis ↗ · 2020 · Liu, Chengping et al. · indexed
1228. Classifying Cognitive Load and Driving Situation with Machine Learning ↗ · 2014 · Yoshida, Yutaka et al. · indexed
1229. Driving Assessment Tools Used by Driver Rehabilitation Specialists: Survey of Use and Implications for Practice ↗ · 2013 · Dickerson, Anne E. · indexed
1230. Real Time Research Methods ↗ · 2013 · Weiland, Monica Z. et al. · indexed
1231. Measurement for mental workload of Bridge Team on leaving/entering port ↗ · 2004 · Murai, K. et al. · indexed
1232. Experimental Evaluation of a Model of Mental Workload ↗ · 1993 · Hancock, P. A. et al. · indexed
1233. Assessment of Drivers' Workload: Performance and Subjective and Physiological Indexes ↗ · 2000 · Brookhuis, Karel A. et al. · indexed
1234. Auditory probe sensitivity to mental workload changes – an event-related potential study ↗ · 2001 · Ullsperger, Peter et al. · indexed
1235. Variation of Pilots’ Mental Workload Under Emergency Flight Conditions Induced by Different Equipment Failures: A Flight Simulator Study ↗ · 2023 · Zhang, Chenyang et al. · indexed
1236. Mental Workload Assessment based on Information Theory applied to Listening Practice in English as a Foreign Language in a dual STEM/Military degree ↗ · 2022 · Roca-González, José-Luis et al. · indexed
1237. Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data · 2016 · Ahn, Sangtae et al. · archived
1238. Assessment of Age Differences in Mental Workload while Driving using Verbal versus Visual-Spatial Subsidiary Tasks ↗ · 2006 · Schlorholtz, Ben et al. · indexed
1239. Mental Workload Assessment Using Deep Learning Models From EEG Signals: A Systematic Review · 2025 · Kingphai, Kunjira et al. · archived
1240. Identifying Negative Driver States that Share Commonalities for Interventions ↗ · 2025 · Seaman, Sean et al. · indexed
1241. Comparison Analysis of Different Time‐Scale Heart Rate Variability Signals for Mental Workload Assessment in Human‐Robot Interaction ↗ · 2021 · Shao, Shiliang et al. · indexed
1242. Cardiac indices of driver fatigue across in-lab and on-road studies ↗ · 2024 · Musicant, Oren et al. · indexed
1243. Towards Real-Time Recognition of Users Mental Workload Using Integrated Physiological Sensors Into a VR HMD ↗ · 2020 · Luong, Tiffany et al. · indexed
1244. Dynamic workload fluctuations in driver/non-driver conversational dyads · 2017 · Strayer, DL et al. · archived
1245. Age related changes in cognitive response style in the driving task. · 2009 · Reimer, Bryan · archived
1246. A temporally quantized distribution of pupil diameters as a new feature for cognitive load classification ↗ · 2023 · Fuhl, Wolfgang et al. · indexed
1247. Pupil Diameter as a Measure of Cognitive Load during Auditory-visual Interference in a Simple Piloting Task ↗ · 2015 · Peysakhovich, Vsevolod et al. · indexed
1248. A STEERING WHEEL REVERSAL RATE METRIC FOR ASSESSING EFFECTS OF VISUAL AND COGNITIVE SECONDARY TASK LOAD ↗ · 2006 · Marrkula, G et al. · indexed
1249. On-Road Detection of Driver Fatigue and Drowsiness during Medium-Distance Journeys ↗ · 2021 · Salvati, Luca et al. · indexed
1250. Mental Workload Classification Using Electrocardiogram Data ↗ · 2025 · Behradfar, Mohsen et al. · indexed
1251. Measuring Pilot Mental Workload During Flights Without PAPI Lights Using a Wearable Device ↗ · 2025 · Liu, Chuang et al. · indexed
1252. The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence · 2021 · Marucci, Matteo et al. · archived
1253. The Integrated Workload Scale – Translation and validation of a subjective workload scale ↗ · 2016 · Kramer, Robin et al. · indexed
1254. Driver Drowsiness Detection Study using Heart Rate Variability analysis in Virtual Reality Environment ↗ · 2018 · Chowdhury, Muhammad E.H. et al. · indexed
1255. Functional brain activity monitoring during Unmanned Aerial Vehicle coordination ↗ · 2012 · Ayaz, Hasan et al. · indexed
1256. Mental workload and neural efficiency quantified in the prefrontal cortex using fNIRS · 2017 · Causse, Mickaël et al. · archived
1257. Psycho-physiological parameters to evaluate the mental demand during driving ↗ · 2011 · Yoon, Sang-Young et al. · indexed
1258. The Rate of Gain of Perceived Workload in Sustained Attention ↗ · 1993 · Dember, William N. et al. · indexed
1259. Cognitive Load Assessment in Multitasking: An fNIRS Study of Prefrontal Cortex Activation for Ergonomic Insight · 2025 · Prasetyo, Ridwan Aji Budi et al. · archived
1260. Physiological correlates of mental effort as manipulated through lane width during simulated driving ↗ · 2015 · Brouwer, Anne-Marie et al. · indexed
1261. Chasing the silver bullet: Measuring driver fatigue using simple and complex tasks ↗ · 2007 · Baulk, Stuart D. et al. · indexed
1262. Dual Task Assessment of Age Differences in Mental Workload with Implications for Driving ↗ · 1995 · Baldwin, Carryl L. et al. · indexed
1263. Review on the application of physiological and biomechanical measurement methods in driving fatigue detection ↗ · 2016 · Sanjaya, Kadek Heri et al. · indexed
1264. In-Vehicle Interface Adaptation to Environment-Induced Cognitive Workload · 2022 · Meiser, Elena et al. · archived
1265. Adaptive Automation Triggered by EEG-Based Mental Workload Index: A Passive Brain-Computer Interface Application in Realistic Air Traffic Control Environment · 2016 · Aricò, Pietro et al. · archived
1266. Yet Another Objective Approach for Measuring Cognitive Load Using EEG-Based Workload ↗ · 2016 · Chang, Hao-Cheng et al. · indexed
1267. Sensitivity and validity of psychometric tests for assessing driving impairment: effects of sleep deprivation. · 2015 · Jongen, Stefan et al. · archived
1268. Investigating the Relationship and Predictive Modeling Between Mental Workload and Task Performance in Multitasking Human–Computer Interaction Environments ↗ · 2025 · Li, Kuntong et al. · indexed
1269. Autonomic nervous system and subjective ratings of strain in air-traffic control ↗ · 2009 · Collet, C. et al. · indexed
1270. Multimodal Machine Learning Framework for Driver Mental Workload Classification: A Comparative and Interpretable Approach ↗ · 2026 · Shao, Xiaojun et al. · indexed
1271. Neurophysiological Vigilance Characterisation and Assessment: Laboratory and Realistic Validations Involving Professional Air Traffic Controllers · 2020 · Sebastiani, Marika et al. · archived
1272. Evaluation of Mental Workload Associated with Operating an Agricultural Sprayer in Response to Three Different GPS Navigation Aids ↗ · 2009 · A. K. Dey et al. · indexed
1273. Evaluation of Mental Workload for Athletes' Training Based on Salivary NO3- Concentration ↗ · 2015 · Kitamura, Kenichi et al. · indexed
1274. Queuing Network Modeling of Driver Workload and Performance ↗ · 2006 · Wu, Changxu et al. · indexed
1275. Workload of using a driver assistance system ↗ · 2002 · Tanaka, J. et al. · indexed
1276. Developing a novel energy-based approach for measuring mental workload ↗ · 2024 · Alotaibi, Abdulaziz et al. · indexed
1277. Assessing the Impact of AR-Assisted Warnings on Roadway Worker Stress Under Different Workload Conditions · 2024 · Banani Ardecani, Fatemeh et al. · archived
1278. A Review Study on the Use of Oculometry in the Assessment of Driver Cognitive States ↗ · 2021 · Dang, Thomas et al. · indexed
1279. Detecting Mental Workload in Virtual Reality Using EEG Spectral Data: A Deep Learning Approach ↗ · 2021 · Ved, Harshita et al. · indexed
1280. Non-Intrusive ECG Measurement on Vehicle Steering Wheel and Driver Seat ↗ · 2008 · Hu, Shan et al. · indexed
1281. Influences of Information Processing Modality on Mental Workload Recognition Performance Based on EEG Feature Extraction · 2024 · Guo, Sinan et al. · archived
1282. Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach · 2024 · Beiramvand, Matin et al. · archived
1283. Classification of mental workload based on multiple features of ECG signals ↗ · 2021 · Qu, Hongquan et al. · indexed
1284. Machine Learning models for the Identification of Cognitive Tasks using Autonomic Reactions from Heart Rate Variability and Electrodermal Activity ↗ · 2019 · Posada-Quintero, Hugo F. et al. · indexed
1285. Personalized Driver Workload Estimation Using Deep Neural Network Learning From Physiological and Vehicle Signals ↗ · 2020 · Xie, Yongquan et al. · indexed
1286. EEG coupling features: Towards mental workload measurement based on wearables ↗ · 2017 · Drouin-Picaro, Alexandre et al. · indexed
1287. Driver Attention Assessment Using Physiological Measures from EEG, ECG, and EDA Signals ↗ · 2023 · Aminosharieh Najafi, Taraneh et al. · indexed
1288. Monitoring pilots’ mental workload in real flight conditions using multinomial logistic regression with a ridge estimator · 2025 · Haseeb, Muhammad et al. · archived
1289. This is your brain on autopilot: Neural indices of driver workload and engagement during partial vehicle automation · 2023 · McDonnell, AS et al. · archived
1290. Measuring driving simulator adaptation using EDA · 2022 · Pungu Mwange, Marie-Anne et al. · archived
1291. Evaluation, test and research on driver's multi-task mental load characteristics for road traffic safety ↗ · 2016 · Wen, Huiying et al. · indexed
1292. EEG-Based Mental Workload Assessment in a Simulated Flight Task Using Single-Channel Brain Rhythm Sequence ↗ · 2024 · Xu, Xinyi et al. · indexed
1293. Influence of multitasking-induced mental workload on electrodermal activity and human cortisol ↗ · 2023 · Pidech, Jutamas et al. · indexed
1294. Cognitive Load Measurement Using Galvanic Skin Response for Listening Tasks ↗ · 2019 · Hossain, Delowar et al. · indexed
1295. Rapid serial blinks: A high time-resolved index of cognitive overload ↗ · 2019 · Nomura, Ryota · indexed
1296. The Low-Event Task Subjective Situation Awareness (LETSSA) technique: Development and evaluation of a new subjective measure of situation awareness ↗ · 2018 · Rose, Janette et al. · indexed
1297. Mental Workload Modeling in an Integrated Cognitive Architecture ↗ · 2011 · Cao, Shi et al. · indexed
1298. Physiological Signals as Predictors of Mental Workload: Evaluating Single Classifier and Ensemble Learning Models ↗ · 2023 · Izzah, Nailul et al. · indexed
1299. Diagnostic tools for identifying sleepy drivers in the field. · 2013 · Rizzo, Matthew et al. · archived
1300. The Psychophysics of Workload — A Second Look at the Relationship between Subjective Measures and Performance ↗ · 1985 · Gopher, Daniel et al. · indexed
1301. Assessment models for driving comfort and fatigue status based on heart rate variability ↗ · 2026 · Jiang, Weisheng et al. · indexed
1302. The impact of mind wandering on physiological measures in delegated driving · 2025 · Mazeres, Florence et al. · archived
1303. VISUAL AND MANUAL DEMANDS OF IN-CAR CONTROLS AND DISPLAYS ↗ · 1993 · Wierwille, Walter W. · indexed
1304. Type A behavior pattern, multiple-task performance, and subjective estimation of mental workload · 1985 · Damos, Diane L. et al. · archived
1305. Can Frequency Domain Heart Rate Measures Detect Impaired Driver Performance? ↗ · 2013 · Heinze, C et al. · indexed
1306. Assessing the variability of air traffic controllers’ workload: A comparative perspective ↗ · 2026 · Hoika, Tomáš et al. · indexed
1307. Evaluating a new index of mental workload in real ATC situation using psychophysiological measures ↗ · 2003 · Averty, P. et al. · indexed
1308. Eye-Tracking in Assessment of the Mental Workload of Harvester Operators ↗ · 2022 · Naskrent, Bartłomiej et al. · indexed
1309. An Exploratory Study of the Driver Workload Assessment by Brain Functional Imaging Using Onboard fNIRS ↗ · 2011 · Shimizu, Toshiyuki et al. · indexed
1310. Driving Workload Comparison Between Older and Younger Drivers Using the Steering Entropy Method ↗ · 2002 · Nemoto, Hideaki et al. · indexed
1311. Driver Situation Awareness and Cognitive Workload Effects of Novel Interchange Configurations and Associated Signage · 2022 · Liu, Yunmei et al. · archived
1312. UAV Operator mental workload - A neurophysiological comparison of mental workload and vigilance ↗ · 2017 · Richards, Dale et al. · indexed
1313. Effects of Workload and Workload Transitions on Attention Allocation in a Dual-Task Environment: Evidence From Eye Tracking Metrics ↗ · 2020 · Moacdieh, Nadine Marie et al. · indexed
1314. Measuring Cognitive Load in Embodied Learning Settings ↗ · 2017 · Skulmowski, Alexander et al. · indexed
1315. Evaluation of Mental Workload among ICU Ward's Nurses · 2016 · Mohammadi, Mohsen et al. · archived
1316. Assessment of cognitive workload in collaborative assembly: towards a behavior-driven framework​ ↗ · 2026 · Cardoso, André et al. · indexed
1317. Optic Flow and Tunnel Vision in the Detection Response Task ↗ · 2019 · van Winsum, Wim · indexed
1318. Mental workload during n-back task—quantified in the prefrontal cortex using fNIRS ↗ · 2014 · Herff, Christian et al. · indexed
1319. A survey of the relationship between the mental workload and cognitive failure in taxi drivers, 2017 ↗ · 2017 · Kazemi, Reza et al. · indexed
1320. Evaluation of a video-based measure of driver heart rate ↗ · 2015 · Kuo, Jonny et al. · indexed
1321. Using NASA-Task Load Index to Assess Drivers' Workload on Freeway Guide Sign Structures ↗ · 2011 · Qiao, Fengxiang et al. · indexed
1322. Workload in cockpit work on high-speed workboats: How to improve crew performance ↗ · 2024 · Lehtimäki, Mikko et al. · indexed
1323. The Inhibition of High Load Task on Individual Cognition：A Functional Near-Infrared Spectroscope Study · 2021 · Zhou, Chengmao et al. · archived
1324. Analysis of Mental Workload in The Production Department PT. XYZ Using NASA-TLX Method ↗ · 2023 · Haq, Fajri Arinal et al. · indexed
1325. Probe-independent EEG assessment of mental workload in pilots ↗ · 2015 · Johnson, Michael K. et al. · indexed
1326. Evaluation of driver drowsiness by trained raters ↗ · 1994 · Wierwille, Walter W. et al. · indexed
1327. Consideration of several mental workload categories: perspectives for elaboration of new ergonomic recommendations concerning shiftwork ↗ · 2017 · Galy, Edith · indexed
1328. Detecting fatigued drivers with vehicle simulators ↗ · 2019 · Stein, Anthony C. · indexed
1329. Unveiling Mental Workload via PPG: Morphological and Respiratory Feature–Driven Machine Learning Classification ↗ · 2025 · Pogliano, Marco et al. · indexed
1330. Technology to Detect Driver Sleepiness ↗ · 2019 · Penzel, Thomas et al. · indexed
1331. Identifying the Causes of Drivers’ Hazardous States Using Driver Characteristics, Vehicle Kinematics, and Physiological Measurements · 2018 · Darzi, Ali et al. · archived
1332. Multimodal Physiological Signals for Workload Prediction in Robot-assisted Surgery ↗ · 2020 · Zhou, Tian et al. · indexed
1333. Perceived Time as a Measure of Mental Workload: Effects of Time Constraints and Task Success ↗ · 2013 · Hertzum, Morten et al. · indexed
1334. Kalman Filtering to Track Changes in Pupil Size for Automated Driving Systems ↗ · 2021 · Pillai, Prarthana et al. · indexed
1335. A Three-Class Classification of Cognitive Workload Based on EEG Spectral Data ↗ · 2019 · Plechawska-Wójcik, Małgorzata et al. · indexed
1336. Driving with a congestion assistant; mental workload and acceptance ↗ · 2009 · Brookhuis, Karel A. et al. · indexed
1337. Assessment of pilot performance and mental workload in rotary wing aircraft ↗ · 1993 · SIREVAAG, ERIK J. et al. · indexed
1338. A Mental Workload Estimation Model for Visualization Using EEG ↗ · 2023 · Yim, Soobin et al. · indexed
1339. Classification of Cognitive Load Based on Neurophysiological Features From Functional Near-Infrared Spectroscopy and Electrocardiography Signals on n-Back Task ↗ · 2021 · Kesedzic, Ivan et al. · indexed
1340. Decoding Mental Workload in Virtual Environments: A fNIRS Study using an Immersive n-back Task ↗ · 2019 · Putze, Felix et al. · indexed
1341. Quantifying Pilot Performance and Mental Workload in Modern Aviation Systems: A Scoping Literature Review ↗ · 2025 · Kyle, Ainsley R. et al. · indexed
1342. Assessment of Driving Fatigue using HRV Analysis Method ↗ · 2003 · Park, Se Jin et al. · indexed
1343. A Multidimensional Scaling Analysis of Subjective Workload Assessment Technique (SWAT) Ratings of the Criterion Task Set (CTS) ↗ · 1987 · Polzella, Donald J. et al. · indexed
1344. The effects of a dual task on gaze behavior examined during a simulated flight in low-time pilots · 2024 · Ayala, Naila et al. · archived
1345. Pupil Dilation Variability as an Indicator of Arousal Regulation: Towards Understanding Operator Functional State ↗ · 2022 · Neilson, Brittany et al. · indexed
1346. Analysis Of The Relation Between Vehicle And Physiological Data ↗ · 2025 · Sándor, Ágoston Pál · indexed
1347. Sensitivity of Electrodermal Activity Features for Driver Arousal Measurement in Cognitive Load: The Application in Automated Driving Systems ↗ · 2022 · Li, Penghui et al. · indexed
1348. Deciphering Psychological-Physiological Mappings While Driving and Performing a Secondary Memory Task ↗ · 2005 · Lenneman, John K et al. · indexed
1349. Characterizing The Confounding Effects of Cybersickness On Mental Workload And Stress Detection Performance During An Immersive Virtual Reality Driving Task Using Electroencephalography ↗ · 2026 · Tiwari, Abhishek et al. · indexed
1350. Demonstrating Brain-Level Interactions Between Visuospatial Attentional Demands and Working Memory Load While Driving Using Functional Near-Infrared Spectroscopy ↗ · 2019 · Scheunemann, Jakob et al. · indexed
1351. A dynamic closed-looped and multidimensional model for Mental Workload evaluation ↗ · 2016 · Kostenko, A. et al. · indexed
1352. Effect of Closed-Loop Motion Cueing Algorithm for a Six-Degrees-of-Freedom Dynamic Simulator on Pupil Diameter as a Driver Stress Factor ↗ · 2018 · Aykent, Baris et al. · indexed
1353. Training and Subjective Workload in a Category Search Task ↗ · 1986 · Vidulich, Michael A. et al. · indexed
1354. The Effect of an Extrinsic Incentive on Psychophysiological Measures of Mental Effort and Motivational Disposition when Task Demand is Varied ↗ · 2010 · Ewing, Katie C et al. · indexed
1355. Pupil Dilation as an Index of Learning ↗ · 2011 · Sibley, Ciara et al. · indexed
1356. Recognition of Pilot Mental workload in the Simulation Operation of Carrier-based Aircraft Using the Portable EEG ↗ · 2023 · Zhu, Wenbing et al. · indexed
1357. Spectral analysis of heart rate variability as an indicator of driver fatigue ↗ · 1982 · Egelund, Niels · indexed
1358. Effects of physical workload on cognitive task performance and situation awareness ↗ · 2006 · Perry, Carlene M. et al. · indexed
1359. Assessing Continuous Operator Workload With a Hybrid Scaffolded Neuroergonomic Modeling Approach ↗ · 2017 · Borghetti, Brett J. et al. · indexed
1360. Validity and Reliability Testing on Train Driver Performance Model Using a PLS Approach · 2013 · Azlis-Sani, Jalil et al. · archived
1361. Modeling pilot mental workload using information theory ↗ · 2019 · Zhang, X. et al. · indexed
1362. Effects of three‐dimensional virtual reality and traditional training methods on mental workload and training performance ↗ · 2017 · Chao, Chin‐Jung et al. · indexed
1363. A passive brain–computer interface application for the mental workload assessment on professional air traffic controllers during realistic air traffic control tasks ↗ · 2016 · Aricò, P. et al. · indexed
1364. The Effects of Driving Environment on the Mental Workload of Train Drivers · 2013 · Abd Rahman, Nurul Izzah et al. · archived
1365. Assessment of Implicit and Explicit Measures of Mental Workload in Working Situations: Implications for Industry 4.0 ↗ · 2020 · Mingardi, Michele et al. · indexed
1366. Unobtrusive Measurement of Physiological Features Under Simulated and Real Driving Conditions ↗ · 2022 · Leicht, Lennart et al. · indexed
1367. The mental workload analysis of gojek drivers ↗ · 2020 · Prabaswari, A D et al. · indexed
1368. Driver Workload Characteristics Analysis Using EEG Data From an Urban Road ↗ · 2014 · Kim, Hyun Suk et al. · indexed
1369. Feature Selection Model based on EEG signals to Assess the Cognitive Workload in Drivers ↗ · 2020 · Becerra-Sánchez, E. Patricia et al. · indexed
1370. DISCRIMINATION OF MENTAL WORKLOAD LEVELS IN HUMAN SUBJECTS WITH FUNCTIONAL NEAR-INFRARED SPECTROSCOPY · 2008 · SASSAROLI, ANGELO et al. · archived
1371. Training Characteristics of the Criterion Task Set Workload Assessment Battery ↗ · 1985 · Schlegel, Robert E. et al. · indexed
1372. A multidimensional scale of mental workload evaluation based on Individual-Workload- Activity (IWA) model: Validation and relationships with job satisfaction ↗ · 2020 · Galy, Edith · indexed
1373. EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks. ↗ · 2007 · Berka, Chris et al. · indexed
1374. ANALISIS BEBAN KERJA MENTAL PADA DEPARTEMEN PRODUKSI DI PT. JAYA PRAKARSA MENGGUNAKAN METODE NASA-TLX ↗ · 2023 · Refanza, Rafif Ghanduur et al. · indexed
1375. Three Navigation Systems With Three Tasks: Using the Lane-Change Test (LCT) to Assess Distraction Demand ↗ · 2009 · Harbluk, Joanne L et al. · indexed
1376. Experimental Evaluations of a Model of Mental Workload ↗ · 1989 · Hancock, P. A. et al. · indexed
1377. A multimodal driver monitoring benchmark dataset for driver modeling in assisted driving automation · 2024 · Nobari, Khazar Dargahi et al. · archived
1378. Pupil dilation as cognitive load measure in instructional videos on complex chemical representations ↗ · 2023 · Rodemer, Marc et al. · indexed
1379. Detection of a Drowsy state of the Driver on road using wearable sensors: A survey ↗ · 2018 · Mashru, Dishita et al. · indexed
1380. On the Relationship between Perception of Usability and Subjective Mental Workload of Web Interfaces ↗ · 2015 · Longo, Luca et al. · indexed
1381. Continuous Monitoring of Mental Load During Virtual Simulator Training for Laparoscopic Surgery Reflects Laparoscopic Dexterity: A Comparative Study Using a Novel Wireless Device ↗ · 2022 · Maimon, Neta B. et al. · indexed
1382. A Machine Learning Approach to Classify Driver Mental Workload as Assessed by Electroencephalography through Infrared Thermal Imaging ↗ · 2022 · Perpetuini, D. et al. · indexed
1383. Real-Time Driver Cognitive Workload Recognition: Attention-Enabled Learning With Multimodal Information Fusion ↗ · 2024 · Yang, Haohan et al. · indexed
1384. Considerations for the development of a driver distraction safety rating system for new vehicles · 2020 · Imberger, K · archived
1385. Driving the locus coeruleus: relating pupil diameter to performance on a naturalistic highway driving task · 2018 · Reid, Andrew T. et al. · archived
1386. Effects of Driving Task Demands and Information Load on AR-HUD Cognitive Efficiency: The Moderating Role of Working Memory Capacity in a VR-Based Simulated Driving Environment. ↗ · 2026 · Li J et al. · indexed
1387. Pupillometry as a measure of cognitive effort in younger and older adults ↗ · 2010 · Piquado, Tepring et al. · indexed
1388. Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator · 2023 · Ronca, Vincenzo et al. · archived
1389. Mental Workload Assessment for UAV Traffic Control Using Consumer-Grade BCI Equipment ↗ · 2017 · Bazzano, Federica et al. · indexed
1390. Validation of EEG mental workload markers using integrated statistical and machine learning analyses ↗ · 2026 · Alhothali, Abdullah Saleh et al. · indexed
1391. Predicting Cognitive Workload in Visuospatial Tasks Using Pupillometry: A Machine Learning Approach ↗ · 2025 · Karunathilake, Sachithra et al. · indexed
1392. Evaluating mental workload among academic personnels using the CarMen-Q Scale in Tokat, Ankara, and Sivas ↗ · 2025 · Tosun, Samet et al. · indexed
1393. Robust PPG-Based Mental Workload Assessment System Using Wearable Devices ↗ · 2023 · Beh, Win-Ken et al. · indexed
1394. Tracking visual search demands and memory load through pupil dilation ↗ · 2020 · Stolte, Moritz et al. · indexed
1395. Effect of cognitive reserve on physiological measures of cognitive workload in older adults with cognitive impairments · 2022 · Devos, Hannes et al. · archived
1396. Using Artificial Neural Networks for Predicting Mental Workload in Nuclear Power Plants Based on Eye Tracking ↗ · 2019 · Wu, Yiqian et al. · indexed
1397. Multi-Level Driver Workload Prediction using Machine Learning and Off-the-Shelf Sensors ↗ · 2018 · van Gent, Paul et al. · indexed
1398. Driving simulator validation studies: A systematic review ↗ · 2024 · Zhang, Siyang et al. · indexed
1399. Evaluating Operators’ Real-Time Mental Workload with Eye Movement Analysis in Nuclear Power Plants’ Operations ↗ · 2022 · Xing, Jinding et al. · indexed
1400. Evaluating Pilot Mental Workload Using fNIRS-Based Functional Connectivity Features with a Deep Residual Shrinkage Network Under Emergency Flight Scenarios ↗ · 2024 · Zhang, Chenyang et al. · indexed
1401. Objective assessment of trait attentional control predicts driver response to emergency failures of vehicular automation ↗ · 2022 · Seet, Manuel et al. · indexed
1402. Development of an instrument for measuring different types of cognitive load ↗ · 2013 · Leppink, Jimmie et al. · indexed
1403. Vehicle Integrated Non-Intrusive Monitoring of Driver Biological Signals ↗ · 2011 · Watson, Todd et al. · indexed
1404. The Multiple Resources Questionnaire (MRQ) ↗ · 2001 · Boles, David B. et al. · indexed
1405. A Cognitive Human Digital Twin Framework for Cognitive Workload Assessment and Decision Support in Industrial Ergonomics ↗ · 2026 · Berti, Nicola et al. · indexed
1406. Drowsiness Detection and Alarming System · 2025 · Girijannavar, Laxmi R et al. · archived
1407. Developing a First-Approach Model of Air Traffic Controllers' Mental Workload based on Behavioural Measures: A Theory for Modelling Air Traffic Controllers' Mental Workload · 2023 · Muñoz-de-Escalona, Enrique et al. · archived
1408. The Driver’s Steering Feel Assessment Using EEG and EMG signals ↗ · 2018 · Zhenhai, Gao · indexed
1409. Changes in Extent of Spatial Attention with Increased Workload in Dual-Task Driving ↗ · 2010 · Bian, Zheng et al. · indexed
1410. Measuring Distraction: Task Duration and the Lane-Change Test (LCT) ↗ · 2005 · Burns, Peter C. et al. · indexed
1411. Exploring Physiological Markers of Driver Workload in Response to Road Geometry: A Preliminary Investigation ↗ · 2025 · Bosurgi, Gaetano et al. · indexed
1412. Mind the road: attention related neuromarkers during automated and manual simulated driving captured with a new mobile EEG sensor system · 2025 · Scanlon, Joanna Elizabeth Mary et al. · archived
1413. The diagnosticity of psychophysiological signatures: Can we disentangle mental workload from acute stress with ECG and fNIRS? ↗ · 2019 · Parent, Mark et al. · indexed
1414. An Empirical Model of Driver Workload Dynamics at Unsignalized Intersections ↗ · 2026 · Wang, Yiyun et al. · indexed
1415. Tapping as a measure of cognitive load and website usability ↗ · 2011 · Albers, Michael J. · indexed
1416. Peripheral arterial tone as an on-line measure of load in a simulated flight task ↗ · 2007 · Iani, Cristina et al. · indexed
1417. Non-Invasive Stress-Related Hormone Estimation from Vital Signals in Driving Environments ↗ · 2026 · Taniguchi, Nobuhito et al. · indexed
1418. Driver Mental Stress in Response to Thermal Stress Change during Highway Driving ↗ · 2023 · Song, Donghyun et al. · indexed
1419. Assessment of Augmented Operator's Mental Workload with Visual Assistive Technology in Simulated Rotorcraft Piloting Tasks ↗ · 2021 · Lu, Calvin et al. · indexed
1420. Mental Workload Estimation from EEG Signals Using Machine Learning Algorithms · 2018 · Cheema, Baljeet Singh et al. · archived
1421. STRESS LEVEL AND COGNITIVE LOAD TEST OF HIGH SCHOOL STUDENTS BASED ON THE ANALYSIS OF CONSUMER-GRADE EEG SIGNAL AND NASA-TLX QUESTIONNAIRE ↗ · 2026 · Afre Ratri, Bekti et al. · indexed
1422. Evaluating Driving Safety of Road Alignment Conditions by Predicted Driver’s Psychophysiological Workload Using Vehicle Maneuvering Data ↗ · 2023 · Jang, Jiyong et al. · indexed
1423. How Stress Affects Functional Near-Infrared Spectroscopy (fNIRS) Measurements of Mental Workload ↗ · 2018 · Alsuraykh, Norah H. et al. · indexed
1424. Neuroergonomic Attention Assessment in Safety-Critical Tasks: EEG Indices and Subjective Metrics Validation in a Novel Task-Embedded Reaction Time Paradigm ↗ · 2024 · Bjegojević, Bojana et al. · indexed
1425. Corrigendum: Human mental workload: A survey and a novel inclusive definition · 2022 · Longo, Luca et al. · archived
1426. Scale invariance in fNIRS as a measurement of cognitive load ↗ · 2022 · Zhuang, Chu et al. · indexed
1427. Towards online detection of driver distraction: Eye-movement simulation based on a combination of vestibulo–ocular reflex and optokinetic reflex models ↗ · 2019 · Le, Anh Son et al. · indexed
1428. Divided attention in a reaction time index of traffic sign perception ↗ · 1981 · Testin, Frank J. et al. · indexed
1429. Domain- and task-analytic workload (DTAW) method: a methodology for predicting mental workload during severe accidents in nuclear power plants ↗ · 2022 · Liu, Yang et al. · indexed
1430. Toward Minimum Startle After Take-Over Request: A Preliminary Study of Physiological Data ↗ · 2020 · Pakdamanian, Erfan et al. · indexed
1431. On the reliability of the occlusion technique as a tool for the assessment of the HMI of in-vehicle information and communication systems ↗ · 2009 · Gelau, Christhard et al. · indexed
1432. The Impact of Workload on Heart Rate and Blood Pressure in En-Route and Tower Air Traffic Control ↗ · 2006 · Vogt, Joachim et al. · indexed
1433. On-line driver workload estimation. Effects of road situation and age on secondary task measures ↗ · 2000 · Verwey, Willem B. · indexed
1434. Hybrid Intelligent System for Driver Workload Estimation for tailored vehicle-driver communication and interaction ↗ · 2010 · Prakah-Asante, Kwaku et al. · indexed
1435. Synthetic Assessment of Cognitive Load in Human-Machine Interaction Process ↗ · 2009 · LI, Jin-Bo et al. · indexed
1436. Analisis Beban Kerja Mental Mahasiswa Terhadap Sistem Perkuliahan Daring dengan Metode NASA-TLX ↗ · 2024 · Ayu Sista Dewi, Desak et al. · indexed
1437. Workload and Fatigue Assessment on Air Traffic Controller ↗ · 2020 · Triyanti, V et al. · indexed
1438. Capturing Driver Response to In-Vehicle Human-Machine Interface Technologies Using Facial Thermography ↗ · 2009 · Reyes, Michelle L et al. · indexed
1439. Workload Assessment in Human Performance Models Using the Secondary-Task Technique ↗ · 2012 · Wang, Wenbi · indexed
1440. Recognition of the Mental Workloads of Pilots in the Cockpit Using EEG Signals ↗ · 2022 · Hernández-Sabaté, Aura et al. · indexed
1441. Evaluating the Mental Workload During Robot-Assisted Surgery Utilizing Network Flexibility of Human Brain ↗ · 2020 · Shafiei, Somayeh B. et al. · indexed
1442. MENTAL WORKLOAD ↗ · 2021 · Hancock, G.M. et al. · indexed
1443. Mental Workload Modeling in Hospital Nurses' Using Electroencephalogram (EEG) ↗ · 2024 · Putri Pribadyo, Claresta Yasmine et al. · indexed
1444. Reliability and validity of a 3-min psychomotor vigilance task in assessing sensitivity to sleep loss and alcohol: fitness for duty in aviation and transportation ↗ · 2021 · Benderoth, Sibylle et al. · indexed
1445. Driving for Real or on a Fixed-Base Simulator: Is It so Different? An Explorative Study ↗ · 2015 · Milleville-Pennel, Isabelle et al. · indexed
1446. EEG Spectral Analysis of Workload for a Part-task UAV Simulation ↗ · 2010 · Roberts, Daniel M. et al. · indexed
1447. Batch processing of 10000 h of truck driver EEG data ↗ · 1995 · Miller, James C. · indexed
1448. Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications · 2023 · Hinss, Marcel F. et al. · archived
1449. Does visual-audio feedback impair response performance and increase workload? using detection response task and NASA-TLX to examine the effect of the HMI information on driver performance at unsignalized intersections ↗ · 2025 · Ju, Yunjie et al. · indexed
1450. Flight Test Assessments of Pilot Workload, System Usability, and Situation Awareness of Tasar · 2016 · Burke, Kelly A. et al. · archived
1451. Study of Mental Workload when Solving an Individual Cognitive Task Using Part of a Hybrid System for Non-Invasive Brain-Computer Interface ↗ · 2025 · Hristov, Hristo I. et al. · indexed
1452. Drowsiness measures for commercial motor vehicle operations ↗ · 2019 · Sparrow, Amy R. et al. · indexed
1453. Fatigue Measurement in Car Driving Activity using Physiological, Cognitive, and Subjective Approaches ↗ · 2015 · Arlini Puspasari, Maya et al. · indexed
1454. Investigating Mental Workload Changes in a Long Duration Supervisory Control Task ↗ · 2015 · Boyer, Mark et al. · indexed
1455. Driver Fatigue Detection: A Survey ↗ · 2006 · Qiong Wang et al. · indexed
1456. A novel paradigm for identifying eye-tracking metrics associated with cognitive control during driving through MEG neuroimaging ↗ · 2026 · Seacrist, Thomas et al. · indexed
1457. Effects of Task Demands and Age on Vigilance and Subjective Workload ↗ · 1988 · Deaton, John E. et al. · indexed
1458. Task-Independent Cognitive Workload Discrimination Based on EEG with Stacked Graph Attention Convolutional Networks ↗ · 2025 · Wei, Chenyu et al. · indexed
1459. Fine-Grained Mental Workload Estimation Based on Eeg Signal Analysis ↗ · 2025 · Wang, Yingshan et al. · indexed
1460. Using pupil dilation to measure cognitive load during a spatial skills test ↗ · 2024 · Raju, Gibin et al. · indexed
1461. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
1462. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
1463. Laboratory and Closed-Course Measures of Driver Decision Making ↗ · 1991 · Ranney, Thomas A. · indexed
1464. ANALISIS BEBAN KERJA MENTAL PADA DRIVER OJEK ONLINE RODA DUA MENGGUNAKAN METODE NASA-TLX DI KOTA BANJARMASIN · 2026 · Rabianor, Rabianor et al. · archived
1465. Stress and Workload Assessment in Aviation—A Narrative Review ↗ · 2023 · Masi, Giulia et al. · indexed
1466. The Underpinnings of Workload in Unmanned Vehicle Systems · 2017 · Hooey, Becky L. et al. · archived
1467. Stress and Simulated Environments: Insights From Physiological Marker · 2021 · Liebherr, Magnus et al. · archived
1468. Cognitive Stress Responses During an N-Back Task: Pupillary Dynamics and Salivary Alpha-Amylase Activity ↗ · 2026 · Kuroiwa, Toshihiko et al. · indexed
1469. Deep Learning Forecast of Cognitive Workload Using fNIRS Data · 2024 · Grimaldi, Nicolas et al. · archived
1470. Research on Modeling in Operator Mental Workload Based on VACP Method ↗ · 2021 · Wen, Hanguan et al. · indexed
1471. Investigating mental workload caused by NDRTs in highly automated driving with deep learning ↗ · 2024 · Hu, Xintao et al. · indexed
1472. G8-2　Development of a Vigilance Test for High Mental Workload ↗ · 2017 · Huang, Ying-Yin et al. · indexed
1473. Passenger Trust and Driver Workload Evaluation via Heart Rate Variability in Bus Services ↗ · 2025 · Ando, Hiroyasu et al. · indexed
1474. EEG as a tool to measure cognitive load while playing Sudoku: A preliminary study ↗ · 2019 · Shakti, Divya et al. · indexed
1475. Effect of Sliding Window Time on the Classification of Driver Mental Workload Performance Using Near-Infrared Spectroscopy (NIRS) ↗ · 2018 · LE, Anh Son et al. · indexed
1476. Heavy Truck Driver Workload Investigation ↗ · 2014 · Pawlowski, Ryan · indexed
1477. Driver's cognitive distraction detection using physiological features by the adaboost ↗ · 2009 · Miyaji, Masahiro et al. · indexed
1478. Development of Game-Like System Using Active Behavior Input for Wakefulness-Keeping Support in Driving · 2020 · Ibe, Tatsuro et al. · archived
1479. Optimizing assessors’ mental workload in rater-based assessment: a&amp;nbsp;critical narrative review ↗ · 2019 · Paravattil, Bridget et al. · indexed
1480. EEG-signals based cognitive workload detection of vehicle driver using deep learning ↗ · 2018 · Almogbel, Mohammad A. et al. · indexed
1481. Multiclass Classification of Driver Perceived Workload Using Long Short-Term Memory based Recurrent Neural Network ↗ · 2018 · Manawadu, Udara E. et al. · indexed
1482. A Systematic Meta-analysis of the Reliability and Validity of Subjective Cognitive Load Questionnaires in Experimental Multimedia Learning Research ↗ · 2022 · Krieglstein, Felix et al. · indexed
1483. The interactive effects of NDRT cognitive complexity and traffic density on takeover performance in level 3 automated driving: a multimodal EEG and behavioral study ↗ · 2026 · Guo, Qi et al. · indexed
1484. Heart Rate Variability for Driver Sleepiness Classification in Real Road Driving Conditions ↗ · 2019 · Persson, Anna et al. · indexed
1485. WORKLOAD OF HELICOPTER PILOTS AND ITS IMPACT ON FLIGHT PERFORMANCE ↗ · 2025 · Institute of Aeronautics and Applied Mechanics, Warsaw University of Technology, Warsaw, Poland et al. · indexed
1486. Operator functional state assessment for adaptive automation implementation ↗ · 2005 · Wilson, Glenn F. · indexed
1487. Subjective Mental Workload ↗ · 1982 · Moray, Neville · indexed
1488. Comparative Analysis of Driving Performance and Visual and Physiological Responses Between Professional and Civilian Drivers in Simulated Environments · 2025 · Nagy, Viktor et al. · archived
1489. Prediction of Stress and Mental Workload during Police Academy Training Using Ultra-Short-Term Heart Rate Variability and Breathing Analysis ↗ · 2020 · Tiwari, Abhishek et al. · indexed
1490. Taking the load off: investigations of how adaptive cruise control affects mental workload ↗ · 2004 · Young, Mark S et al. · indexed
1491. Mental workload classification using EEG in drivers: A personalized approach to occupational risk reduction ↗ · 2026 · Atici-Ulusu, Hilal et al. · indexed
1492. Behaviour of Pupil Diameter during Authoritative Control Interventions in Driving Automation ↗ · 2024 · Sivakumar, Lalitha et al. · indexed
1493. Reliability of Mental Workload Index Assessed by EEG with Different Electrode Configurations and Signal Pre-Processing Pipelines ↗ · 2023 · Mastropietro, Alfonso et al. · indexed
1494. Test-Retest Reliability of Time-Domain EEG Features to Assess Cognitive Load Using a Wireless Dry-Electrode System ↗ · 2020 · Ortiz, O. et al. · indexed
1495. The Effect of Varying Task Difficulty on Subjective Workload ↗ · 1985 · Yen, Yei-Yu et al. · indexed
1496. Evaluating the Potential of Using EEG to Monitor Cognitive Workload in Simulated Suborbital Flight ↗ · 2024 · Seedhouse, Erik · indexed
1497. Assessment of mental workload across cognitive tasks using a passive brain-computer interface based on mean negative theta-band amplitudes · 2023 · Gallegos Ayala, Guillermo I. et al. · archived
1498. Tracking of Mental Workload with a Mobile EEG Sensor ↗ · 2021 · Kutafina, Ekaterina et al. · indexed
1499. How Does Day-to-Day Variability in Psychophysiological Data Affect Classifier Accuracy? ↗ · 2010 · Wilson, Glenn F. et al. · indexed
1500. Pupillary responses and processing resources on the visual backward masking task ↗ · 2001 · Verney, Steven P. et al. · indexed
1501. An examination of the interrelationships among NASA-TLX dimensions utilizing the DEMATEL method ↗ · 2025 · Aksu, Şeniz Harputlu et al. · indexed
1502. Unlocking the Hidden Impact: How Mental Workload Shapes Safety-Insights from NOSACQ-50 and NASA-TLX Method ↗ · 2023 · Saputra, Roni et al. · indexed
1503. Multimodal Fusion of Heart Rate and Gaze Data For Real-Time Driver Monitoring in Naturalistic Driving ↗ · 2025 · Alhumaily, Basim et al. · indexed
1504. Improved Classification of Mental Workload Using One Dimensional Convolutional Neural Network and SMOTE Technique ↗ · 2023 · Singh, Utpal et al. · indexed
1505. Acoustic features of voice as a measure of cognitive load during performance of serial subtraction in a remote data collection context ↗ · 2021 · Cormack, Francesca K et al. · indexed
1506. Hill function of oxyhemoglobin saturation quantifies power law parameters of subjective mental workload · 2024 · Fürstenau, Norbert · archived
1507. Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions ↗ · 2021 · Persson, Anna et al. · indexed
1508. Review of approaches to the problem of driver fatigue and drowsiness ↗ · 2015 · Mashko, Alina · indexed
1509. Effect of Freeway Level of Service and Driver Education on Truck Driver Stress: Phase 1 · 2012 · Sharma, Anuj et al. · archived
1510. EEG-Based Assessment of Driver Cognitive Responses in a Dynamic Virtual-Reality Driving Environment ↗ · 2007 · Chin-Teng Lin et al. · indexed
1511. Development and Proof of Concept of a Predictive Model of Flight Deck Cognitive Workload ↗ · 2024 · Harris, Don et al. · indexed
1512. Important Feature Analysis of HRV and PRV for Cognitive Load Detection ↗ · 2023 · Min-A, Kim et al. · indexed
1513. Optimizing Mental Workload Estimation by Detecting Baseline State Using Vector Phase Analysis Approach ↗ · 2021 · Lim, Lam Ghai et al. · indexed
1514. The effect of in‐vehicle agent embodiment on drivers' perceived usability and cognitive workload: Evidence from subjective reporting, ECG, and fNIRS ↗ · 2024 · Ren, Zenggen et al. · indexed
1515. Mental workload level assessment based on compounded hysteresis effect ↗ · 2022 · Samima, Shabnam et al. · indexed
1516. Measures of states of consciousness during attentional and cognitive load ↗ · 2019 · Nilsen, André S. et al. · indexed
1517. Perceived Mental Workload Classification Using Intermediate Fusion Multimodal Deep Learning · 2021 · Dolmans, Tenzing C. et al. · archived
1518. Cognitive Load During Multitasking Can Be Accurately Assessed Based on Single Channel Electroencephalography Using Graph Methods ↗ · 2021 · Zhu, Guohun et al. · indexed
1519. A non-invasive approach to detect drowsiness in a monotonous driving environment ↗ · 2014 · Awais, Muhammad et al. · indexed
1520. Mental workload prediction based on attentional resource allocation and information processing ↗ · 2015 · Xiao, Xu et al. · indexed
1521. Heart Rate and Respiratory Responses as a Function of Task Difficulty: The Use of Discriminant Analysis in the Selection of Psychologically Sensitive Physiological Responses ↗ · 1976 · Walter, Gary F. et al. · indexed
1522. Potential of Driver Physiological Measures for Assessing Non-Urban Highway Geometry ↗ · 2021 · Jacob, Anitha et al. · indexed
1523. Assessing the visual demand from in-vehicle information systems by means of the occlusion technique: the effects of participant age ↗ · 2008 · Horberry, T. et al. · indexed
1524. Evaluation of in-vehicle HMI using occlusion techniques: experimental results and practical implications ↗ · 2004 · Baumann, Martin et al. · indexed
1525. The Impact of N-back-Induced Cognitive Load and Time Budget on Takeover Performance ↗ · 2025 · Goodridge, Courtney Michael et al. · indexed
1526. A Comparative Study on Different Measures to Identify Driver States ↗ · 2019 · Kumar, S. Pradeep et al. · indexed
1527. ECG-Only Cognitive Workload State Classification in Laparoscopic Training Using Raw and Recurrence-Plot Representations ↗ · 2026 · Jin, Kaizhe et al. · indexed
1528. Early detection of falling asleep at the wheel: A Heart Rate Variability approach ↗ · 2008 · Furman, G. Dorfman et al. · indexed
1529. Charting the Edges of Human Performance ↗ · 2019 · Kirwan, Barry et al. · indexed
1530. Evidence for Hill-function of Oxyhemoglobin Saturation to quantify Stevens Law of Subjective Cognitive Load · 2026 · Fürstenau, Norbert · archived
1531. Analisis Pengukuran Beban Kerja Mental Pekerja Produksi CV. Hikmah Jaya Garment Menggunakan Metode NASA-TLX dan RSME ↗ · 2024 · Maulida Dewi Amanda et al. · indexed
1532. How are drivers' stress levels and emotions associated with the driving context? A naturalistic study · 2023 · Tavakoli, Arash et al. · archived
1533. Comparison of a smartwatch and an ECG probe as options for monitoring the driver's HRV to determine overall pre-driving status ↗ · 2023 · Lehet, David et al. · indexed
1534. STUDY OF TARGET VISIBILITY ON THE ROAD WITH DRIVING AS WORKLOAD ↗ · 2019 · CAO, DEWEI et al. · indexed
1535. Heart Rate Variability Can Be Used to Estimate Sleepiness-related Decrements in Psychomotor Vigilance during Total Sleep Deprivation ↗ · 2012 · Chua, Eric Chern-Pin et al. · indexed
1536. Cognitive Load Measurement as a Means to Advance Cognitive Load Theory ↗ · 2003 · Paas, Fred et al. · indexed
1537. Effects of Manual and Autopilot Control on Mental Workload and Vigilance During Simulated General Aviation Flight ↗ · 1999 · Masalonis, Anthony J. et al. · indexed
1538. OBJECTIVE MEASUREMENTS OF INDIVIDUAL DRIVER BEHAVIOR ↗ · 1964 · PLATT, FLETCHER N. · indexed
1539. Driver Fatigue Detection Using Measures of Heart Rate Variability and Electrodermal Activity ↗ · 2024 · Jiao, Yubo et al. · indexed
1540. Physiological synchronization and entropy as measures of team cognitive load ↗ · 2019 · Dias, Roger D. et al. · indexed
1541. Mental Workload and its Relation with Fatigue among Urban Bus Drivers · 2017 · Hassanzadeh-Rangi, Narmin et al. · archived
1542. A Test-Battery Approach to Cognitive Engineering: To Meta-Measure or not to Meta-Measure, that is the Question! ↗ · 1996 · Selcon, Stephen J. et al. · indexed
1543. Predicting Driving State, Intent to Merge and Working Memory Load from Eye-Tracking Data Collected in a Driving Simulator Study ↗ · 2025 · Arndt, Rimo Aron · indexed
1544. Gaze behaviours, situation awareness and cognitive workload of air traffic controllers in radar screen monitoring tasks with varying task complexity ↗ · 2025 · Yiu, Cho Yin et al. · indexed
1545. Does Cognitive Load Affect Eye Movements/Oculomotor Behavior in Natural Scenes? ↗ · 2021 · Walter, Kerri et al. · indexed
1546. Development of Drowsiness Detection Method by Integrating Heart Rate Variability Analysis and Multivariate Statistical Process Control ↗ · 2016 · Abe, Erika et al. · indexed
1547. Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies ↗ · 2021 · Giorgi, Andrea et al. · indexed
1548. Comprehensive evaluation method for user interface design in nuclear power plant based on mental workload ↗ · 2019 · Chen, Yu et al. · indexed
1549. Investigating Monotony in Air Traffic Control Towers: Comparing a Small and Medium-sized Airport ↗ · 2026 · Meyer, Lothar et al. · indexed
1550. Age-Related Differences in the Cognitive, Visual and Temporal Demands of In-Vehicle Information Systems · 2019 · AAA Foundation for Traffic Safety · archived
1551. Application of the Multiple Resources Questionnaire (MRQ) to a Complex Gaming Environment ↗ · 2004 · Boles, David B. et al. · indexed
1552. The evaluation of the electrooculogram as a psychophysiological measuring instrument in the driver study of driver behaviour ↗ · 1993 · GALLEY, NIELS · indexed
1553. Measurement of cognitive load for writing tasks using galvanic skin response ↗ · 2019 · Hossain, Delowar et al. · indexed
1554. EEG workload estimation and classification: a systematic review ↗ · 2025 · Hassan, Jahid et al. · indexed
1555. Evaluation of mental workload in visual-motor task: Spectral analysis of single-channel frontal EEG ↗ · 2013 · Mak, Joseph N. et al. · indexed
1556. I-TSA Traffic Safety Assessment in a Simulator Experiment with Integrated Information and Assistance Systems ↗ · 2007 · Rimini-Doering, Maria et al. · indexed
1557. Measurement of Situation Awareness in Dynamic Systems ↗ · 1995 · Endsley, Mica R. · indexed
1558. Study protocol for “In-vehicle sensors to detect changes in cognition of older drivers” · 2023 · Tappen, Ruth M. et al. · archived
1559. Assessment of Computer Modeling of Operator Mental Workload during Target Acquisition ↗ · 1997 · See, Judi E. et al. · indexed
1560. A Comparison of Performance and Psychophysiological Classification of Complex Task Performance ↗ · 2009 · Wilson, Glenn F. et al. · indexed
1561. A Comparison of Performance and Psychophysiological Classification of Complex Task Performance ↗ · 2009 · Wilson, Glenn F. et al. · indexed
1562. Workload Estimation for a Military Ground Vehicle Crew using Supervised Machine Learning of FACS Action Unit Intensity Data ↗ · 2025 · Mikulski, Christopher et al. · indexed
1563. Cognitive Load Monitoring With Wearables–Lessons Learned From a Machine Learning Challenge ↗ · 2021 · Gjoreski, Martin et al. · indexed
1564. 2055 Toward Precision Education in Neurosurgical Training: Cognitive Load Estimation via Pupil Diameter ↗ · 2025 · Porras, Jose Luis et al. · indexed
1565. Catching Mind Wandering With Pupillometry: Conceptual and Methodological Challenges ↗ · 2024 · Pelagatti, Claudia et al. · indexed
1566. The validation and further development of a multidimensional cognitive load scale for virtual environments ↗ · 2020 · Andersen, Martin S. et al. · indexed
1567. Sensitive and Reliable Measures of Driver Performance in Simulated Motor-Racing · 2019 · Irwin, Christopher et al. · archived
1568. Correlation of Heavy-Truck Driver Fatigue with Vehicle-Based Control Measures ↗ · 1995 · Siegmund, Gunter P. et al. · indexed
1569. Effects of cognitive load and time-on-task on mental fatigue in real-world drilling operations ↗ · 2026 · Qing, Xin et al. · indexed
1570. Individualized stress detection using an unmodified car steering wheel · 2021 · Balters, Stephanie et al. · archived
1571. EEG-based mental workload recognition related to multitasking ↗ · 2015 · Lim, Wei Lun et al. · indexed
1572. Assessment of mental workload using XGBoost classifier from optimised EEG features ↗ · 2023 · Vani, R.K. Kapila et al. · indexed
1573. Validity of a Computerized Information-Processing-Based Test Battery for the Prediction of Performance in a Transport Driver Simulation ↗ · 1993 · Kandra, Jeffrey et al. · indexed
1574. Operator-agnostic and real-time usable psychophysiological models of trust, workload, and situation awareness ↗ · 2025 · Richardson, Erin E. et al. · indexed
1575. Analisis Pengaruh Shift Kerja terhadap Beban Kerja Mental pada Operator Air Traffic Control (ATC) dengan Metode NASA-TLX (Studi Kasus: Bandar Udara Internasional X) · 2018 · Amanda Putri, Rizka et al. · archived
1576. Construction of port-coordinator duties list for mental workload assessment ↗ · 2017 · Kamioka, Daiki et al. · indexed
1577. Cerebral Blood Flow Velocity and Subjective State as Indices of Resource Utilization during Sustained Driving ↗ · 2008 · Reinerman, Lauren E. et al. · indexed
1578. Alertness Maintaining Tasks While Driving ↗ · 2002 · Oron-Gilad, Tal et al. · indexed
1579. Anti-Heartbeat-Evoked Potentials Performance in Event-Related Potentials-Based Mental Workload Assessment ↗ · 2021 · Park, Sangin et al. · indexed
1580. Queuing Network Modeling of a Real-Time Psychophysiological Index of Mental Workload—P300 Amplitude in Event-Related Potential (ERP) ↗ · 2006 · Wu, Changxu et al. · indexed
1581. Peak-End Effects for Subjective Mental Workload Ratings ↗ · 2017 · Peterson, Doug A. et al. · indexed
1582. Perceptions of cognitive workload measurement using multimodal sensors in surgery ↗ · 2024 · Naik, Ravi et al. · indexed
1583. Real-Time Cognitive Load Measurement in Classroom Environment using a Dry-Electrode EEG system ↗ · 2021 · Lee, Po-Lei et al. · indexed
1584. Driver experience and cognitive workload in different traffic environments ↗ · 2006 · Patten, Christopher J.D. et al. · indexed
1585. The Regulation of Working Methods as a Function of Work-load among Air Traffic Controllers ↗ · 1978 · SPERANDIO, JEAN-CLAUDE · indexed
1586. Fit for Duty Assessment of Driver Fatigue based on Statistical Modelling of Cardiovascular Parameters ↗ · 2023 · Picher, Ciara et al. · indexed
1587. Mental Workload Estimation using Wireless EEG Signals ↗ · 2021 · Adewale, Quadri et al. · indexed
1588. Residents’ subjective mental workload during computerized prescription entry ↗ · 2021 · Wei, Dong et al. · indexed
1589. Efficient mental workload estimation using task-independent EEG features ↗ · 2016 · Roy, R N et al. · indexed
1590. EEG Sinyalleri Kullanılarak Zihinsel İş Yükü Seviyelerinin Sınıflandırılması Classification of Mental Workload Levels by Using EEG Signals · 2021 · AKMAN AYDIN, Eda · archived
1591. Study on Driver Distraction Indexes Using Biological Signals Applying Assessment of Information Display ↗ · 2013 · Ohkura, Michiko et al. · indexed
1592. Predicting the EEG Level of a Driver Based on Driving Information ↗ · 2019 · Kim, Hyun Suk et al. · indexed
1593. Using Pupillometry to Measure the Cognitive Load of Synthetic Speech ↗ · 2018 · Govender, Avashna et al. · indexed
1594. An assessment method of pilot workload in manned/unmanned-aerial-vehicles team ↗ · 2017 · Chen, Jun et al. · indexed
1595. Psychological Effects of Heart Rate and Physical Vibration on the Operation of Construction Machines: Experimental Study ↗ · 2021 · Hashiguchi, Nobuki et al. · indexed
1596. Evaluating Mental State of Drivers in Automated Driving Using Heart Rate Variability towards Feasible Request-to-Intervene ↗ · 2020 · Garcia, Felan Carlo et al. · indexed
1597. Predicting operator mental workload using a time-based algorithm ↗ · 2010 · Wang, Wenbi et al. · indexed
1598. Work System Improvement Based NASA-TLX and SSRT to Reduce Mental Workload and Work Fatigue ↗ · 2025 · Ardana, Caesar Rifqi et al. · indexed
1599. Eye in the Sky: Predicting Air Traffic Controller Workload through Eye Tracking based Machine Learning ↗ · 2024 · Lemetti, Anastasia et al. · indexed
1600. Wrist-Worn Sensor Validation for Heart Rate Variability and Electrodermal Activity Detection in a Stressful Driving Environment ↗ · 2023 · Costantini, Simone et al. · indexed
1601. How is the Driver's Workload Influenced by the Road Environment? ↗ · 2017 · Bongiorno, Nicola et al. · indexed
1602. Development of the Sensor Part Re-composition on the Salivary NO₃ ⁻ Measurement Device for the Evaluation of Mental Workload ↗ · 2021 · Kitamura, Kenichi et al. · indexed
1603. Measurement of Mental Workload Using Heart Rate Variability and Electrodermal Activity ↗ · 2024 · Fawwaz, Aisy Al et al. · indexed
1604. Evaluating Emotion Regulation Techniques for Supporting Driving Safety and Performance · 2023 · Susindar, Sahinya et al. · archived
1605. Body Posture as an Indicator of Workload in Mental Work ↗ · 2012 · Qiu, Jing et al. · indexed
1606. Workload capacity spaces: A unified methodology for response time measures of efficiency as workload is varied ↗ · 2011 · Townsend, James T. et al. · indexed
1607. Mental workload when driving in a simulator: Effects of age and driving complexity ↗ · 2009 · Cantin, Vincent et al. · indexed
1608. Physiological Indices to Predict Driver Situation Awareness in VR ↗ · 2023 · Kim, Gwangbin et al. · indexed
1609. Pattern Recognition of Cognitive Load Using EEG and ECG Signals ↗ · 2020 · Xiong, Ronglong et al. · indexed
1610. Validation of a touchscreen psychomotor vigilance task ↗ · 2019 · Arsintescu, Lucia et al. · indexed
1611. Real Time Bio Signal Interface for Visual Monitoring of Radar Controllers ↗ · 2017 · Jie, Wee Hong et al. · indexed
1612. Time domain EEG analysis for evaluating the effects of driver's mental work load during simulated driving ↗ · 2017 · Kim, Jong-Pil et al. · indexed
1613. Multimodal Assessment of Cognitive Workload Using Neural, Subjective and Behavioural Measures in Smart Factory Settings ↗ · 2023 · Zakeri, Zohreh et al. · indexed
1614. Cerebral Blood Flow Velocity and Task Engagement as Predictors of Vigilance Performance ↗ · 2006 · Reinerman, Lauren E. et al. · indexed
1615. Verbal and Spatial Loading Effects on Eye Movements in Driving Simulators: A Comparison to Real World Driving ↗ · 2002 · Hammel, Kim R. et al. · indexed
1616. Robust multimodal mental workload classification: A cross-physiological condition machine learning approach ↗ · 2026 · Pontiggia, Anais et al. · indexed
1617. Assessment and Prediction of Remote Operators’ Mental Workload Through AoI Data in AV Scenarios ↗ · 2025 · Valerio, Andrea et al. · indexed
1618. Towards the Shape of Mental Workload ↗ · 2006 · Cassenti, Daniel N. et al. · indexed
1619. Driving Fatigue Detection Based on Behavioral with Cognitive Task Scenario ↗ · 2025 · Hadi, Faisal et al. · indexed
1620. Task-evoked pupillary responses track effort exertion: Evidence from task-switching ↗ · 2020 · da Silva Castanheira, Kevin et al. · indexed
1621. Physiological responses to simulated and on-road driving ↗ · 2011 · Johnson, Michel J. et al. · indexed
1622. Measuring Cognitive Load Using In-Game Metrics of a Serious Simulation Game ↗ · 2021 · Sevcenko, Natalia et al. · indexed
1623. Continuous decoding of cognitive load from electroencephalography reveals task-general and task-specific correlates ↗ · 2020 · Boring, Matthew J et al. · indexed
1624. Pengembangan Alat Pengukuran Kelelahan Mental Berbasis Uji Flicker ↗ · 2016 · Yassierli, Yassierli et al. · indexed
1625. Mental Workload Analysis Using NASA-TLX Method on Customer Service Employees in Strategist Informa Social Media Division (PT Home Center Kawan Lama) ↗ · 2022 · Sari, Ratih Ikha Permata et al. · indexed
1626. A User Study of Visualization Effectiveness Using EEG and Cognitive Load ↗ · 2011 · Anderson, E. W. et al. · indexed
1627. EEG-based detection of mental workload level and stress: the effect of variation in each state on classification of the other ↗ · 2020 · Bagheri, Mahsa et al. · indexed
1628. Wireless ambulatory ECG signal capture for HRV and cognitive load study using the NeuroMonitor platform ↗ · 2013 · Sahadat, Md Nazmus et al. · indexed
1629. Cross-Task and Cross-Participant Classification of Cognitive Load in an Emergency Simulation Game ↗ · 2023 · Appel, Tobias et al. · indexed
1630. Comparison of SAGAT and SPAM for Seeking Effective Way to Evaluate Situation Awareness and Workload During Air Traffic Control Task ↗ · 2020 · Fujino, Mitsuki et al. · indexed
1631. Individual differences in effects of secondary cognitive activity during driving on temperature at the nose tip ↗ · 2009 · Itoh, Makoto · indexed
1632. Mental workload evaluation model of receiver aircraft pilots based on multiple resource theory ↗ · 2023 · Pei, Huining et al. · indexed
1633. Cognitive load influences oculomotor behavior in natural scenes ↗ · 2021 · Walter, Kerri et al. · indexed
1634. Mind-Wandering and Driving: Comparing Thought Report and Individual Difference Measures · 2019 · Walker, Heather E K et al. · archived
1635. Assessing the Effect of HUD on Operator Mental Workload and Behavioral Performance During Simulated Flight ↗ · 2024 · Zhang, Ziwei et al. · indexed
1636. A prediction model of the mental workload of pilots based on improved multiple resource theory ↗ · 2025 · Pei, Huining et al. · indexed
1637. A Curvilinear Effect of Mental Workload on Mental Effort and Behavioral Adaptability: An Approach With the Pre-Ejection Period ↗ · 2019 · Mallat, Charlotte et al. · indexed
1638. Discriminating Stress From Cognitive Load Using a Wearable EDA Device ↗ · 2010 · Setz, C. et al. · indexed
1639. Mental workload measurement, the case of stock market traders ↗ · 2020 · Mourali, Héla et al. · indexed
1640. Virtual reality locomotion techniques and mental workload: an empirical investigation of point-teleport and directed-steering during virtual task performance · 2025 · Dylong, Fabrice et al. · archived
1641. Online Multimodal Inference of Mental Workload for Cognitive Human Machine Systems ↗ · 2021 · Planke, Lars J. et al. · indexed
1642. Predicting Driver Stress Levels with a Sensor-Equipped Steering Wheel and a Quality-Aware Heart Rate Measurement Algorithm ↗ · 2021 · Cassani, Raymundo et al. · indexed
1643. Intelligent Driver Monitoring Based on Physiological Sensor Signals: Application Using Camera ↗ · 2015 · Rahman, Hamidur et al. · indexed
1644. Implementation of fNIRS for Monitoring Levels of Expertise and Mental Workload · 2011 · Bunce, Scott C. et al. · archived
1645. The Study of Driving Simulator Validation for Physiological Signal Measures ↗ · 2013 · Li, Jiahui et al. · indexed
1646. Unsupervised fNIRS feature extraction with CAE and ESN autoencoder for driver cognitive load classification ↗ · 2021 · Liu, Ruixue et al. · indexed
1647. Development of a Field-Deployable Psychomotor Vigilance Test to Monitor Helicopter Pilot Performance ↗ · 2016 · McMahon, Terry W. et al. · indexed
1648. Temporal Analysis of Cognitive Workload During Manual and Partial Driving Automation Based on the Detection Response Task ↗ · 2025 · Mahmoodzadeh, Mobina et al. · indexed
1649. Temporal Analysis of Cognitive Workload During Manual and Partial Driving Automation Based on the Detection Response Task ↗ · 2025 · Strayer, David L. · indexed
1650. Classification of carrier-based aircraft pilot mental workloads based on feature-level fusion and decision-level fusion of PPG and EEG signals ↗ · 2025 · Zhu, W. et al. · indexed
1651. Psychosocial Work Factors, Job Stress and Strain at the Wheel: Validation of the Copenhagen Psychosocial Questionnaire (COPSOQ) in Professional Drivers · 2019 · Useche, Sergio A. et al. · archived
1652. What is good? Exploring the applicability of a one item measure as a proxy for measuring acceptance in driver-vehicle interaction studies · 2024 · Buchner, Claudia et al. · archived
1653. EEG and fNIRS are associated with situation awareness (hazard) prediction during a driving task ↗ · 2024 · Festa, Elena K. et al. · indexed
1654. A tool for mental workload evaluation and adaptation ↗ · 2013 · Oliveira, Inês et al. · indexed
1655. EEG-based executive function profiling in VR: Towards personalized cognitive load management ↗ · 2026 · Savalle, Emile et al. · indexed
1656. Methods in cognitive pupillometry: Design, preprocessing, and statistical analysis · 2022 · Mathôt, Sebastiaan et al. · archived
1657. Effects of Cellular Telephone Use on Driver's Mental Workload while Car Following · 1999 · Tokunaga, R. A. et al. · archived
1658. Effects of Aging on Working Memory and Workload ↗ · 1995 · Fox, Starr Lynn et al. · indexed
1659. The Measurement of Physical Workload and Mental Workload Level of Medical Personnel ↗ · 2019 · Restuputri, Dian Palupi et al. · indexed
1660. A Low-Cost System for Dynamic Analysis of Pupillary Light Response for a Driver Drowsiness Detection System ↗ · 2018 · Amodio, Alessandro et al. · indexed
1661. Measuring Sustained Attention and Perceived Workload ↗ · 2017 · Laurie-Rose, Cynthia et al. · indexed
1662. Data Preprocessing Method of ECG Indicators When Applied ECG in Driver Mental Workload Research ↗ · 2009 · Xiaoli, Xie et al. · indexed
1663. Physical and Mental Workload Measurement on Warehouse Division Operators of PT.X Using Objective Workload and Subjectives Workload Assessment ↗ · 2024 · Sufyan, Agi Agus Setiawan et al. · indexed
1664. The use of multi-attribute task battery in mental workload studies: A scoping review ↗ · 2024 · Prasetyo, Ridwan Aji Budi · indexed
1665. EEG Based Dynamic Functional Connectivity Analysis in Mental Workload Tasks With Different Types of Information · 2022 · Guan, Kai et al. · archived
1666. The Effect of Planning, Strategy Learning, and Working Memory Capacity on Mental Workload · 2020 · Radüntz, Thea · archived
1667. Real-Time Workload Classification during Driving using HyperNetworks ↗ · 2018 · Wang, Ruohan et al. · indexed
1668. Synchronising Physiological and Behavioural Sensors in a Driving Simulator ↗ · 2014 · Taib, Ronnie et al. · indexed
1669. Latent Psychological Data Structure of Secondary Driving Tasks ↗ · 2004 · Curry, Reates · indexed
1670. The effects of objective workload on cognitive performance in a field setting: A two‐period cross‐over trial ↗ · 1995 · Parkes, Katharine R. · indexed
1671. Assessment of Mental Workload among Consumer Packaging Operators in Palm Oil Mills using NASA-TLX ↗ · 2025 · Rishelin, Nadya et al. · indexed
1672. Driver adaptation to lane keeping assistance systems: Do drivers become less vigilant? ↗ · 2017 · Miller, Erika E. et al. · indexed
1673. Evaluating driving fatigue detection algorithms using eye tracking glasses ↗ · 2015 · Gao, Xiang-Yu et al. · indexed
1674. Driver Assessment with Measures of Continuous Control Behavior ↗ · 2005 · Allen, R Wade et al. · indexed
1675. Workload Assessment of IN-CAB Text Message System and Cellular Phone Use by Heavy Vehicle Drivers on the Road ↗ · 1995 · Tijerina, Louis et al. · indexed
1676. Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions ↗ · 2019 · Dehais, Frédéric et al. · indexed
1677. Validity and rationality of using neuroergonomics concept in exploring worker mental issues in systemic-activity theoretical research ↗ · 2023 · Aminu Sanda, Mohammed · indexed
1678. Nonlinear Dynamic Classification of Momentary Mental Workload Using Physiological Features and NARX-Model-Based Least-Squares Support Vector Machines ↗ · 2017 · Zhang, Jianhua et al. · indexed
1679. Learning rate and subjective mental workload in five truck driving tasks ↗ · 2019 · Chi, Chia-Fen et al. · indexed
1680. Can Infrared Facial Thermography Disclose Mental Workload in Indoor Thermal Environments? ↗ · 2019 · Wang, Xi et al. · indexed
1681. Task absorption and job demands: exploring task performance through neural and pupillary data · 2025 · Juyumaya, Jesus et al. · archived
1682. Can EEG Be Adopted as a Neuroscience Reference for Assessing Software Programmers’ Cognitive Load? · 2021 · Medeiros, Júlio et al. · archived
1683. Driver drowsiness detection based on non-intrusive metrics considering individual specifics ↗ · 2016 · Wang, Xuesong et al. · indexed
1684. Can we talk about Speed? The Effect of Verbal Protocols on Driver Speed and Perceived Workload ↗ · 2015 · Thomas, Miles et al. · indexed
1685. Assessment and Classification of Cognitive Decrements Associated with High Workload and Extended Work Periods in a UAV Setting ↗ · 2008 · Schmidt, Regina et al. · indexed
1686. Estimating workload using EEG spectral power and ERPs in the n-back task ↗ · 2012 · Brouwer, Anne-Marie et al. · indexed
1687. Thermal Imaging of the Face: Mental Workload Detection in Flight Simulator ↗ · 2022 · Hassoumi, Almoctar et al. · indexed
1688. Measuring Mental Workload of Medical Physicists, Radiation Therapists and Dosimetrists at the Five Stages of Radiation Treatment Planning in External-Beam Radiotherapy using NASA-TLX ↗ · 2021 · Galičiča, Matjaž et al. · indexed
1689. Towards Intelligent Data Analytics: A Case Study in Driver Cognitive Load Classification ↗ · 2020 · Barua, Shaibal et al. · indexed
1690. Cognitive Load Modulates Microsaccade Rate and Pupil Size ↗ · 2013 · Gao, X. et al. · indexed
1691. Review on Driver Fatigue Detection Technology ↗ · 2007 · Shi, Xiu-jian et al. · indexed
1692. Classification systems for individual differences in multiple-task performance and subjective estimates of workload ↗ · 1984 · Damos, Diane L. · indexed
1693. How a pilot’s brain copes with stress and mental load? Insights from the executive control network ↗ · 2024 · Causse, Mickaël et al. · indexed
1694. Analysis of the Influence of Mental Workload on Employee Performance with the Subjective Workload Assessment Technique (SWAT) Method at PT. Bumi Jasa Utama (Kalla Group) ↗ · 2022 · Pratiwi, Putri Ling Ananda et al. · indexed
1695. Physiological Measurements for Real-Time Fatigue Monitoring in Train Drivers: Review of the State of the Art and Reframing the Problem ↗ · 2021 · Bjegojević, Bojana et al. · indexed
1696. Using cerebral hemovelocity to measure workload during a spatialised auditory vigilance task in novice and experienced observers ↗ · 2013 · Shaw, Tyler H. et al. · indexed
1697. The short-time fractal scaling of heart rate variability to estimate the mental stress of driver ↗ · 2004 · Shing-Hong Liu et al. · indexed
1698. Modeling Cognitive Load as a Self-Supervised Brain Rate with Electroencephalography and Deep Learning ↗ · 2022 · Longo, Luca · indexed
1699. Human-Centered HMI for Crane Teleoperation: Empirical Study on the Operators' Mental Workload ↗ · 2021 · Top, Felix et al. · indexed
1700. Short-term Heart Rate Variability Analysis during Driving a Powered Wheelchair ↗ · 2019 · Bu, Nan et al. · indexed
1701. Cognitive Workload and Visual Attention Analyses of the Air Traffic Control Tower Flight Data Manager (TFDM) Prototype Demonstration ↗ · 2012 · Lokhande, Kiran et al. · indexed
1702. Review and reappraisal of modelling and predicting mental workload in single- and multi-task environments ↗ · 2000 · Xie, Bin et al. · indexed
1703. Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study ↗ · 2022 · Kerautret, Laora et al. · indexed
1704. Measuring Bound Attention During Complex Liver Surgery Planning: Feasibility Study · 2025 · Schneider, Tim et al. · archived
1705. Mental workload prediction model based on information entropy ↗ · 2016 · Li, Xiang et al. · indexed
1706. A novel method of cognitive overload assessment based on a fusion feature selection using EEG signals ↗ · 2024 · Li, Zhongrui et al. · indexed
1707. Cognitive Load Assessment from EEG and Peripheral Biosignals for the Design of Visually Impaired Mobility Aids ↗ · 2018 · Saitis, Charalampos et al. · indexed
1708. Analysis and detection of cognitive load and frustration in drivers' speech ↗ · 2010 · Bořil, Hynek et al. · indexed
1709. Quantitative Analysis of Eye-Tracking Data Based on Information-Theoretic Tools for Measuring Driver Drowsiness ↗ · 2024 · Zhu, Yueming et al. · indexed
1710. Estimating cognitive workload using a commercial in-ear EEG headset · 2024 · Tremmel, Christoph et al. · archived
1711. Estimating a Mental Workload Redline in a Simulated Air-to-Ground Combat Mission ↗ · 2005 · Colle, Herbert A. et al. · indexed
1712. A Novel Mental Workload-driven Adaptive Training Framework in Robotic Surgical Skill Acquisition · 2026 · Yang, Jing et al. · archived
1713. Enhancing mental workload recognition: a comparison of complexity-based eye movement metrics and conventional features ↗ · 2025 · Lin, Ray F et al. · indexed
1714. O160: Novel Monitoring of General Surgeons' Intraoperative Cognitive Load following Surgical Sabermetrics Principles ↗ · 2024 · Howie, Emma et al. · indexed
1715. Evolution of Workload Demands of the Control Room with Plant Technology ↗ · 2023 · Lin, Jinchao et al. · indexed
1716. Cognitive load assessment from facial temperature using smart eyewear ↗ · 2019 · Zhengren, Fangqing et al. · indexed
1717. Measuring Individual Differences in Driver Inattention ↗ · 2014 · Ledesma, Rubén Daniel et al. · indexed
1718. A Non-parametric Approach to the Overall Estimate of Cognitive Load Using NIRS Time Series ↗ · 2017 · Keshmiri, Soheil et al. · indexed
1719. Comparative utility of instruments for monitoring sleepiness‐related performance decrements in the operational environment ↗ · 2004 · Balkin, Thomas J. et al. · indexed
1720. Psychomotor Vigilance Test: Measuring Reaction Time In An Occupationally Relevant Environment ↗ · 2025 · Giuliani-Dewig, Hayden K. et al. · indexed
1721. Assessment of mental workload by EEG+FNIRS ↗ · 2016 · Aghajani, Haleh et al. · indexed
1722. Situation Awareness Measures for Simulated Submarine Track Management ↗ · 2014 · Loft, Shayne et al. · indexed
1723. Testing Pupil Size as a Possible Alternative Metric of Physical Fatigue in Automotive Manufacturing Tasks ↗ · 2023 · Biondi, Francesco N. et al. · indexed
1724. Contactless Vital Sign Monitoring System for In-Vehicle Driver Monitoring Using a Near-Infrared Time-of-Flight Camera ↗ · 2022 · Guo, Kaiwen et al. · indexed
1725. The Missing Link: Validating the Working Memory Adaptive Fatigue with N-Back Difficulty Protocol for Active Cognitive Fatigue Induction ↗ · 2026 · Mangan, Brodie Edward et al. · indexed
1726. Research on Mental Workload of Deep-Sea Oceanauts Driving Operation Tasks from EEG Data ↗ · 2023 · Liu, Xiaoguang et al. · indexed
1727. Gaze and pupil size variability predict difficulty-level and safe intersection crosses in a driving simulator ↗ · 2021 · Martin, Matthew S. et al. · indexed
1728. An Auditory Vigilance Task for Mental Fatigue Detection ↗ · 2005 · Pang, Y.Y. et al. · indexed
1729. Neurophysiological markers of cognitive workload under altered gravity conditions using a gamified dual-task paradigm · 2026 · Badalì, Constance et al. · archived
1730. 0310 Oculometrics Track Performance on the Psychomotor Vigilance Task During Acute Sleep Deprivation ↗ · 2020 · Feick, N H et al. · indexed
1731. Assessment of early onset of driver fatigue using multimodal fatigue measures in a static simulator ↗ · 2014 · Jagannath, M. et al. · indexed
1732. Development of a Physiological Measuring System for the Evaluation of Drowsiness during Driving Vehicle ↗ · 2001 · NISHIO, Yasuyuki et al. · indexed
1733. Non-Invasive Monitoring of Cognitive Load Using Behavioral and Linguistic Indicators: A Systems-Level Perspective ↗ · 2026 · Pardis · indexed
1734. Real-time mental workload assessment with low intrusiveness for assembly processes: Limits and preliminary results ↗ · 2025 · GERVASI, Riccardo · indexed
1735. Facing successfully high mental workload and stressors: An <scp>fMRI</scp> study ↗ · 2021 · Causse, Mickaël et al. · indexed
1736. Detecting Drivers’ Stress in Emergency Using Physiological Sensors ↗ · 2015 · Chen, Ying · indexed
1737. Driving Simulator Validation for In-Vehicle Human Machine Interface Assessment ↗ · 2019 · McWilliams, Thomas et al. · indexed
1738. High Working Memory Load Impairs Language Processing during a Simulated Piloting Task: An ERP and Pupillometry Study ↗ · 2016 · Causse, Mickaël et al. · indexed
1739. Evaluation of Mental Workload Using the NASA-TLX Method on Call Center Operators at PT. XYZ Makassar ↗ · 2024 · Ahmad, Fauziah · indexed
1740. Blink before and after you think: Blinks occur prior to and following cognitive load indexed by pupillary responses ↗ · 2008 · Siegle, Greg J. et al. · indexed
1741. Analysis of Driver Drowsiness Detection using EEG and EOG · 2018 · K Firke, Omprakash et al. · archived
1742. Steering Demands Diminish the Early-P3, Late-P3 and RON Components of the Event-Related Potential of Task-Irrelevant Environmental Sounds ↗ · 2016 · Scheer, Menja et al. · indexed
1743. Occupational Therapy Assessment of Open-Road Driving Performance: Validity of Directed and Self-Directed Navigational Instructional Components ↗ · 2004 · Mallon, Kerry et al. · indexed
1744. MEASURING THE SPARE ‘MENTAL CAPACITY ’OF CAR DRIVERS BY A SUBSIDIARY TASK ↗ · 1961 · BROWN, I. D. et al. · indexed
1745. Simulation-Based Research on the Comprehensive Indexes for Highway Hypnosis Evaluation ↗ · 2018 · Wang, Shu-yi et al. · indexed
1746. Evaluation of A Navigator's Mental Workload Based on Salivary Amylase Activity ↗ · 2009 · MURAI, Koji et al. · indexed
1747. Study on an Estimation Method for Driver Strain-State using Facial Temperature ↗ · 2003 · UENO, Yuka et al. · indexed
1748. Continuous measurement of stress levels in naturalistic settings using heart rate variability: An experience-sampling study driving a machine learning approach ↗ · 2021 · Cipresso, Pietro et al. · indexed
1749. A neuroergonomics perspective on mental workload predictions in Jens Rasmussen’s SRK framework ↗ · 2017 · Cegarra, Julien et al. · indexed
1750. The utility of automated measures of ocular metrics for detecting driver drowsiness during extended wakefulness ↗ · 2016 · Jackson, Melinda L. et al. · indexed
1751. The Effects of Image Set Size and Time Pressure on Human Performance and Mental Workload in a Cyber Image Search Task ↗ · 2013 · Zhao, Guozhen et al. · indexed
1752. Measuring workload using a combination of electroencephalography and near infrared spectroscopy ↗ · 2012 · Coffey, Emily B.J. et al. · indexed
1753. Neural and psychophysiological correlates of human performance under stress and high mental workload ↗ · 2016 · Mandrick, Kevin et al. · indexed
1754. Classification of Pilots’ Mental Workload States Using Multi-Modal Physiological Signals and Machine Learning ↗ · 2025 · Liang, Dida et al. · indexed
1755. Cross-Entropy-Based Assessment of Mental Workloads Using Two Prefrontal EEG Channels ↗ · 2023 · Beiramvand, Matin et al. · indexed
1756. Comparison of self-report and objective measures of driving behavior and road safety: A systematic review ↗ · 2018 · Kaye, Sherrie-Anne et al. · indexed
1757. Reoccurring LISREL patterns describing Mental Workload, Situation Awareness and Performance ↗ · 2004 · Nählinder, Staffan et al. · indexed
1758. Physiological Signal Monitoring System to Analyze Driver Attentiveness ↗ · 2021 · Dolezalek, Emily et al. · indexed
1759. Potential speech features for cognitive load measurement ↗ · 2007 · Khawaja, M. Asif et al. · indexed
1760. Dry EEG measurement of P3 to evaluate cognitive load during sitting, standing, and walking ↗ · 2023 · Swerdloff, Margaret M. et al. · indexed
1761. Evaluation of Correlation between Psychomotor Vigilance Task Scores and Drowsiness Estimation Levels Obtained from Facial Videos ↗ · 2023 · Umematsu, Terumi et al. · indexed
1762. Assessing cognitive load in navigation tasks through EEG: Spatio-temporal multi-scale analysis ↗ · 2026 · Liu, Yixin et al. · indexed
1763. Drowsiness Detection System Based on PERCLOS and Facial Physiological Signal ↗ · 2022 · Chang, Robert Chen-Hao et al. · indexed
1764. Measurement of psychological impact of industrial engineering students in fulfiil of online learning outcomes using NASA-TLX method ↗ · 2020 · Umyati, Ani et al. · indexed
1765. Mental Workload Detection and Assessment Through Statistical Features Extraction and Optimization Using GEL-RF Method for EEG Signals Using N-Back Dataset ↗ · 2025 · Manzoor, Waleed et al. · indexed
1766. Evaluation of Employee Mental Workload Using the Rating Scale Mental Effort and KAUPK2 Method in the Production Process of Spoon Making PT. VRIZ ↗ · 2024 · Fais, Moh. Ainul et al. · indexed
1767. Internet of things-based functional near-infrared spectroscopy headband for mental workload assessment ↗ · 2021 · Saikia, Manob Jyoti · indexed
1768. Promote or inhibit: An inverted U-shaped effect of workload on driver takeover performance ↗ · 2020 · Ma, Shu et al. · indexed
1769. Demonstrator for extracting cognitive load from pupil dilation for attention management services ↗ · 2016 · Gollan, Benedikt et al. · indexed
1770. Busy and confused? High risk of missed alerts in the cockpit: an electrophysiological study · 2022 · Causse, Mickael et al. · archived
1771. The Effect of Delayed Report on Subjective Ratings of Mental Workload ↗ · 1983 · Eggemeier, F. Thomas et al. · indexed
1772. Carga mental en vigilantes de seguridad = Mental workload in security guard: diferencias por sexo y capacidad atencional = sex and attentional capability differences / ↗ · 2008 · Rubio Valdehita, Susana et al. · indexed
1773. Application of artificial intelligence in cognitive load analysis using functional near-infrared spectroscopy: A systematic review ↗ · 2024 · Khan, Mehshan Ahmed et al. · indexed
1774. Cognitive Efficiency in Human–Machine Systems: Metrics of Display Effectiveness for Supporting Multitask Performance ↗ · 2017 · Yang, Shiyan et al. · indexed
1775. Prediction of Automobile Driver Sleepiness. 1st Report. Rating of Sleepiness Based on Facial Expression and Examination of Effective Predictor Indexes of Sleepiness. ↗ · 1997 · KITAJIMA, Hiroki et al. · indexed
1776. Test-retest reliability and behavioural correlates of pupil responses in an n-back task ↗ · 2024 · Bényei, Gábor László et al. · indexed
1777. ANALISIS BEBAN KERJA MENTAL KARYAWAN DEPARTEMEN PERENCANAAN PRODUKSI METODE NASA-TLX DI PT. XYZ ↗ · 2023 · Nurcahyo, Handika Dwiki et al. · indexed
1778. Applying data visualisation for a rapid overview and comparison of HFE measures to evaluate in-vehicle interfaces ↗ · 2016 · Geitner, Claudia et al. · indexed
1779. Development of an Evaluation System of Driver Stress Response Based on Visual Simulation ↗ · 2016 · Zhao, Jianyou et al. · indexed
1780. Impact of Situation Awareness Variations on Multimodal Physiological Responses in High-Speed Train Driving ↗ · 2024 · Dong, Wenli et al. · indexed
1781. Predicting Driver's mental workload using physiological signals: A functional data analysis approach ↗ · 2024 · Lee, Chaeyoung et al. · indexed
1782. Analisis Beban Kerja Mental Operator pada Bagian Pengantongan Semen dengan Metode National Aeronautics And Space Administration Task Load Index (NASA-TLX) ↗ · 2023 · Aprilia, Nurul Suci et al. · indexed
1783. Queuing Network Modeling of a Real-Time Psychophysiological Index of Mental Workload—P300 in Event-Related Potential (ERP) ↗ · 2008 · Changxu Wu et al. · indexed
1784. A comprehensive experimental framework based on analysis of the pilot’s EEG and NASA-TLX questionnaire in a VR environment ↗ · 2023 · Ji, Li et al. · indexed
1785. Smart Shirt Respiratory Monitoring to Detect Car Driver Drowsiness ↗ · 2021 · YUDA, Emi et al. · indexed
1786. Performance of drivers with Parkinson's Disease under the effect of cognitive overloading: insinuation for assessment and training ↗ · 2012 · Chee, Derserri Y. et al. · indexed
1787. Detection of multitask mental workload using gamma band power features · 2024 · Korkmaz, Onur Erdem et al. · archived
1788. Turkish Adaptation Study of the Cognitive Load Scale: Reliability and Validity of the Cognitive Load Scale in Turkish Culture ↗ · 2024 · Üniversitesi, Trabzon et al. · indexed
1789. A Unified Analytical Framework With Multiple fNIRS Features for Mental Workload Assessment in the Prefrontal Cortex ↗ · 2020 · Lim, Lam Ghai et al. · indexed
1790. EEG-based Prediction of Cognitive Load in Intelligence Tests · 2019 · Friedman, Nir et al. · archived
1791. PENGUKURAN BEBAN KERJA MENTAL SATGAS COVID-19 MALUKU TENGAH MENGGUNAKAN METODE NASA-TLX ↗ · 2022 · Handoyo, Mutmainah et al. · indexed
1792. Comparison of outlier heartbeat identification and spectral transformation strategies for deriving heart rate variability indices for drivers at different stages of sleepiness ↗ · 2018 · Forcolin, Fabio et al. · indexed
1793. Dry EEG-based Mental Workload Prediction for Aviation ↗ · 2023 · Salvan, Laura et al. · indexed
1794. Age and the Measurement of Workload by a Secondary Task ↗ · 1986 · Diaz, Manuel F. · indexed
1795. Effects of System Reliability on Workload and Performance in Image Recognition Tasks · 2023 · Xu, Xiaodong et al. · archived
1796. Is Physiobehavioral Monitoring Nonintrusive? An Examination of Transcranial Doppler Sonography in a Vigilance Task ↗ · 2020 · Greenlee, Eric T. et al. · indexed
1797. Author Correction: Mental workload and neural efficiency quantified in the prefrontal cortex using fNIRS · 2018 · Causse, Mickaël et al. · archived
1798. Objective and Subjective Workload of Remote and Physical Tower Controllers ↗ · 2025 · Shen, Haiming et al. · indexed
1799. The Effect of Mental Workload towards Mental Fatigue on Customer Care Agent Using Electroencephalogram ↗ · 2019 · Alifah, Shafira Karamina et al. · indexed
1800. ICA-Derived EEG Correlates to Mental Fatigue, Effort, and Workload in a Realistically Simulated Air Traffic Control Task · 2017 · Dasari, Deepika et al. · archived
1801. Evaluation of mental workload in automation design for a main control room task ↗ · 2009 · Jou, Yung-Tsan et al. · indexed
1802. EDA, PPG and Skin Temperature as Predictive Signals for Mental Failure by a Statistical Analysis on Stress and Mental Workload ↗ · 2025 · Luzzani, G. et al. · indexed
1803. Driving simulator for performance monitoring with physiological sensors ↗ · 2018 · Raimundo, Diogo et al. · indexed
1804. Driver workload classification through neural network modeling using physiological indicators ↗ · 2013 · Hoogendoorn, Raymond et al. · indexed
1805. Sleep deprivation: sensitivity comparison between a visuomotor tracking task and the psychomotor vigilance test (PVT) ↗ · 2026 · Meyer, Morgane et al. · indexed
1806. Task-Evoked Pupillary Dynamics Are Altered in Post-COVID Syndrome ↗ · 2026 · Smit, Alexander et al. · indexed
1807. Truck Driver Fatigue Assessment Using a Virtual Reality System · 2016 · Ali, Ayman et al. · archived
1808. Examining the use of multiple cognitive load measures in evaluating online shopping convenience: an EEG study ↗ · 2024 · Mirhoseini, Mahdi et al. · indexed
1809. Tremor Eye Movements as an Objective Marker of Driver’s Fatigue ↗ · 2022 · Lyapunov, S. I. et al. · indexed
1810. Quantitative evaluation on mental worklosd reduction for hands free driving ↗ · 2018 · Nishigaki, Morimichi et al. · indexed
1811. A Neuroergonomics Approach to Mental Workload, Engagement and Human Performance ↗ · 2020 · Dehais, Frédéric et al. · indexed
1812. The study of driver's reaction for traffic information on actual driving and DS using fNIRS ↗ · 2018 · Yamamoto, Kouji et al. · indexed
1813. The Efficiency of Instructional Conditions: An Approach to Combine Mental Effort and Performance Measures ↗ · 1993 · Paas, Fred G. W. C. et al. · indexed
1814. Driver Stress Detection Using Ultra-Short-Term HRV Analysis under Real World Driving Conditions ↗ · 2023 · Liu, Kun et al. · indexed
1815. Cognitive load detection using Binary salp swarm algorithm for feature selection ↗ · 2022 · Yedukondalu, Jammisetty et al. · indexed
1816. Human Factors and Neurophysiological Metrics in Air Traffic Control: A Critical Review ↗ · 2017 · Arico, Pietro et al. · indexed
1817. Adaptive Control of Mental Workload ↗ · 2000 · Parasuraman, Raja et al. · indexed
1818. Research on modeling in operator mental workload based on VACP method ↗ · 2022 · Zhang, Yuxin et al. · indexed
1819. Measuring cognitive load with electroencephalography and self-report: focus on the effect of English-medium learning for Korean students ↗ · 2013 · Lee, Hyunjeong · indexed
1820. Mental workload analysis using NASA-TLX method and Maslach burnout inventory at PT. XYZ (East Kalimantan Exitu Dumping Case Study) ↗ · 2023 · Raihan Ahmad Widiarto et al. · indexed
1821. Metabolic and cardiorespiratory measures of mental effort: the effects of level of difficulty in a working memory task ↗ · 1994 · Backs, Richard W et al. · indexed
1822. MENTAL WORKLOAD ASSESSMENT OF GAMERS’ EEG WITH MULTI-DOMAIN FEATURE-BASED COGNITIVE MODEL AND ITS VALIDATION ↗ · 2024 · Gogna, Yamini et al. · indexed
1823. Measuring Attentional Bias Using the Dot-Probe Task in Young Women: Psychometric Properties and Feasibility of Response-Based Computations, Dwell Time, and the N2pc Component ↗ · 2024 · Klonteig, Sandra et al. · indexed
1824. Developing a measurement tool for assessing situation awareness of operator in the MCR of SMR ↗ · 2022 · Suryono, T J et al. · indexed
1825. Understanding instructional design effects by differentiated measurement of intrinsic, extraneous, and germane cognitive load ↗ · 2020 · Klepsch, Melina et al. · indexed
1826. Combining physiological data and subjective measurements to investigate cognitive load during complex learning ↗ · 2019 · Larmuseau, Charlotte et al. · indexed
1827. Leveraging Pupil Dilation Measures for Understanding Users' Cognitive Load During Visualization Processing ↗ · 2017 · Toker, Dereck et al. · indexed
1828. EEG-BASED COGNITIVE LOAD INDICATORS IN CAD MODELLING TASKS OF VARYING COMPLEXITY ↗ · 2023 · Lukačević, Fanika et al. · indexed
1829. Effects of Noise Exposure and Mental Workload on Physiological Responses during Task Execution ↗ · 2022 · Fan, Yurong et al. · indexed
1830. Physiological correlates of discomfort in automated driving ↗ · 2019 · Beggiato, Matthias et al. · indexed
1831. Effects of augmented reality glasses on the cognitive load of assembly operators in the automotive industry ↗ · 2021 · Atici-Ulusu, Hilal et al. · indexed
1832. Physiological measurement used in real time experiment to detect driver cognitive distraction ↗ · 2014 · Azman, Afizan et al. · indexed
1833. THE PACKAGING SECTION EMPLOYEE MENTAL WORKLOADS ANALYSIS USING NASA-TLX METHODS IN CHRUNCHY PEANUTS PRODUCTION ↗ · 2019 · Azizah, Nur · indexed
1834. Pupil dilation as an index of effort in cognitive control tasks: A review ↗ · 2018 · van der Wel, Pauline et al. · indexed
1835. Situation Awareness, Mental Workload, and Trust in Automation: Viable, Empirically Supported Cognitive Engineering Constructs ↗ · 2008 · Parasuraman, Raja et al. · indexed
1836. Characterizing Trainee Workload Using Paired Daily Surveys and EHR Use Data: A Mixed-Methods Pilot Study ↗ · 2026 · Rai, Karan et al. · indexed
1837. Analisis Beban Kerja Mental Dosen Fakultas XYZ Menggunakan Metode Nasa TLX ↗ · 2024 · Dewi, Grita Supriyanto et al. · indexed
1838. Evaluation of Mental Workload in Working Memory Tasks with Different Information Types Based on EEG ↗ · 2021 · Guan, Kai et al. · indexed
1839. Viability of Cardiac Parameters Measured Unobtrusively Using Capacitive Coupled Electrocardiography (cECG) to Estimate Driver Performance ↗ · 2019 · Bhardwaj, Rahul et al. · indexed
1840. Quantification and Prediction of Pilot Workload in the Helicopter/Ship Dynamic Interface ↗ · 2005 · Bradley, R et al. · indexed
1841. Driver stress level detection using HRV analysis ↗ · 2015 · Munla, Nermine et al. · indexed
1842. Vigilance Requires Hard Mental Work and Is Stressful ↗ · 2008 · Warm, Joel S. et al. · indexed
1843. Enhancement of prefrontal functional connectivity under the influence of concurrent physical load during mental tasks · 2024 · Cheng, Shan et al. · archived
1844. ECG-Based Driving Fatigue Detection Using Heart Rate Variability Analysis with Mutual Information ↗ · 2023 · Halomoan, Junartho et al. · indexed
1845. Real-driving-implementable drowsy driving detection method using heart rate variability based on long short-term memory and autoencoder ↗ · 2021 · Iwamoto, Hiroki et al. · indexed
1846. Mental Workload Classification for Multitasking Test using Electroencephalogram Signal ↗ · 2021 · Singh, Utpal et al. · indexed
1847. AdaptiveCoPilot: Design and Testing of a NeuroAdaptive LLM Cockpit Guidance System in both Novice and Expert Pilots · 2025 · Wen, S et al. · archived
1848. Monitoring Driver Fatigue Via Driving Performance ↗ · 2020 · Fairclough, Stephen · indexed
1849. Mearsurment of functional near-infrared spectroscopy signals in distracted drivers v1 · 2017 · Xu, Gongcheng · archived
1850. Working memory’s workload capacity · 2015 · Strayer, David L. et al. · archived
1851. Effectiveness of training under stress in immersive VR: an investigation of firefighter performance, gaze entropy, and pupillometry ↗ · 2025 · Mehta, Ranjana K. et al. · indexed
1852. Validation of a Portable, Touch-Screen Psychomotor Vigilance Test ↗ · 2015 · Honn, Kimberly A. et al. · indexed
1853. Mental workload in multi-device personal information management ↗ · 2009 · Tungare, Manas et al. · indexed
1854. Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements · 2019 · Lin, Chin-Teng et al. · archived
1855. Economical Visual Attention Test for Elderly Drivers · 2020 · Onishi, Akinari · archived
1856. A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability · 2017 · Awais, Muhammad et al. · archived
1857. The Impact of N-back-Induced Mental Workload and Time Budget on Takeover Performance ↗ · 2024 · Goodridge, Courtney Michael et al. · indexed
1858. Literature Review on Driver’s Drowsiness and Fatigue Detection ↗ · 2020 · Laouz, Hamed et al. · indexed
1859. 0772 STANFORD AND VISUAL ANALOG SCALE PILOT CORRELATIONS WITH PSYCHO VIGILANCE TEST AND REACTION TIME RESPONSE - IN A NON-SLEEPY HEALTHY YOUTH ↗ · 2017 · Freire, AX et al. · indexed
1860. A computerized multidimensional measurement of mental workload via handwriting analysis ↗ · 2011 · Luria, Gil et al. · indexed
1861. Eye‐Tracking and Skin Conductance to Monitor Cognitive Task Engagement ↗ · 2026 · Fragueiro, Agustina et al. · indexed
1862. Adaptive multi-modal interface model concerning mental workload in take-over request during semi-autonomous driving ↗ · 2021 · Chen, Weiya et al. · indexed
1863. Real-Time ECG-Based Detection of Fatigue Driving Using Sample Entropy ↗ · 2018 · Wang, Fuwang et al. · indexed
1864. EEG arousal and cardiovascular reactivity in professional drivers: the glare pressor test ↗ · 1992 · BELKIĆ, K. et al. · indexed
1865. Assessing Situation Awareness (SA) Using Single- or Dual-Location functional Near Infrared Spectroscopy (fNIRS) · 2023 · Bracken, Bethany K. et al. · archived
1866. Evaluation of Fatigue in Older Drivers Using a Multimodal Medical Sensor and Driving Simulator ↗ · 2024 · Yoshida, Yutaka et al. · indexed
1867. Workshop on Virtual Reality (VR) in Automated Vehicles: Developing and Evaluating Metrics to Assess VR in the Car ↗ · 2020 · Becerra, Zoe M et al. · indexed
1868. In AI We Trust: Investigating the Relationship between Biosignals, Trust and Cognitive Load in VR ↗ · 2019 · Gupta, Kunal et al. · indexed
1869. Emotional state and cognitive load analysis using features from BVP and SC sensors ↗ · 2015 · Gokay, Ramazan et al. · indexed
1870. Assessment of mental workload on older workers during performance of a calculating task. ↗ · 1989 · KAKIZAKI, Toshio · indexed
1871. Identifying neural correlates of cognitive workload in high-performance motorsport simulation: an integrated EEG and telemetry analysis of driver performance ↗ · 2026 · Terapaptommakol, Wasinee et al. · indexed
1872. Air Traffic Controller Workload Detection Based on EEG Signals ↗ · 2024 · Shao, Quan et al. · indexed
1873. Stress Levels Escalate When Repeatedly Performing Tasks Involving Threats · 2019 · Bertilsson, Johan et al. · archived
1874. Investigating the generalizability of EEG-based cognitive load estimation across visualizations ↗ · 2018 · Parekh, Viral et al. · indexed
1875. Evaluating the Sensitivity of Dry and Gel-Based Wearable EEG for Cognitive Load Estimation ↗ · 2026 · Idesis, Sebastian et al. · indexed
1876. A study on the cognitive workload characteristics according to the driving behavior in the urban road ↗ · 2018 · Kim, HyunSuk et al. · indexed
1877. Mental workload: a prerequisite for future maintenance design ↗ · 2024 · Berthon, Lorrys et al. · indexed
1878. Interplay Between Optic Flow, Pilot Workload and Control Response During Aggressive Approach to Hover Maneuvers for Three Vertical Lift Vehicle Models ↗ · 2019 · Bachelder, Dr. et al. · indexed
1879. Quantifying programmers' mental workload during program comprehension based on cerebral blood flow measurement: a controlled experiment ↗ · 2014 · Nakagawa, Takao et al. · indexed
1880. Mental Workload and Situation Awareness ↗ · 2006 · Tsang, Pamela S. et al. · indexed
1881. Multiple factors on driving load in mountain area at night based on factor analysis · 2024 · Li, Hao et al. · archived
1882. Nasa-TLX and Sofi Methods as a Tool for Measuring Students' Mental Load and Failure During Online Learning Basic Neurology Physiotherapy Courses ↗ · 2022 · Pasaribu, Ida Aryani et al. · indexed
1883. Analisis Beban kerja Mental dan Fisik pada Petugas Keamanan Kampus Menggunakan Metode NASA-TLX dan CVL Studi Kasus: Universitas Negeri Gorontalo · 2025 · Ayuni, Dewi Riasty et al. · archived
1884. The ergonomic evaluation of eye movement and mental workload in aircraft pilots ↗ · 1990 · Itoh, Yasuko et al. · indexed
1885. Exploring the Dynamic Interplay of Cognitive Load and Emotional Arousal by Using Multimodal Measurements: Correlation of Pupil Diameter and Emotional Arousal in Emotionally Engaging Tasks ↗ · 2026 · Michel, Selina et al. · indexed
1886. Visualizing Student Pilot Mental Workload in Real Flight Training Using Wearable Heart Rate Monitoring ↗ · 2026 · Procházková, Hana et al. · indexed
1887. Beyond Physical Safety in Human–Robot Collaboration: Investigating Speed and Proximity Effects in Mental Workload · 2026 · Pereira, Eduarda et al. · archived
1888. Movement Artifact-Robust Mental Workload Assessment During Physical Activity Using Multi-Sensor Fusion ↗ · 2020 · Tiwari, Abhishek et al. · indexed
1889. Explore the Use of Handwriting Information and Machine Learning Techniques in Evaluating Mental Workload ↗ · 2016 · Wu, Zhiming et al. · indexed
1890. Impact of cognitive load on pupil dilation: A comparative study of young and older adults ↗ · 2026 · Lenain, Manon et al. · indexed
1891. Visual Scanning Techniques and Mental Workload of Helicopter Pilots During Simulated Flight ↗ · 2021 · Rainieri, Giuseppe et al. · indexed
1892. Analysing the Mental Workload of Ship Navigators during Emergencies Based on Physiological Detection Methods ↗ · 2023 · Lyu, Wenchen et al. · indexed
1893. Assessment of heart rate and electrodermal activity during sustained attention to response tests ↗ · 2005 · Ward, S. et al. · indexed
1894. Respiratory Changes in Response to Cognitive Load: A Systematic Review ↗ · 2016 · Grassmann, Mariel et al. · indexed
1895. Workload Assessment of Tractor Operations with Ergonomic Transducers and Machine Learning Techniques ↗ · 2023 · Hota, Smrutilipi et al. · indexed
1896. Galvanic Skin Response signal based Cognitive Load classification using Machine Learning classifier ↗ · 2019 · Elahi, Md. Toufick E et al. · indexed
1897. Quantitative Evaluation of Mental Workload for Port-Coordinator Using Salivary NO&lt;sub&gt;3&lt;/sub&gt;&lt;sup&gt;-&lt;/sup&gt; ↗ · 2015 · KITAMURA, Kenichi et al. · indexed
1898. Analisis Beban Kerja Mental Perkuliahan Daring Mahasiswa Teknik Industri Unsoed dengan Metode SWAT dan NASA-TLX ↗ · 2021 · Febrian, Aldy et al. · indexed
1899. Evaluating the impact of mental workload on drillers’ risk perception using wearable eye-tracking technology ↗ · 2025 · Hao, Su et al. · indexed
1900. An Integrated Electroencephalography and Eye-Tracking Analysis Using eXtreme Gradient Boosting for Mental Workload Evaluation in Surgery ↗ · 2024 · Shafiei, Somayeh B. et al. · indexed
1901. Measuring the Cognitive Workload of Working Adult Students in Batam's Higher Education Institutions: A NASA-TLX Approach ↗ · 2024 · Bora, M Ansyar et al. · indexed
1902. Speech-based cognitive load monitoring system ↗ · 2008 · Yin, Bo et al. · indexed
1903. Mayday, Mayday! - Is Heart Rate Variability a Suitable Objective Indicator to Detect Pilot’s Increased Mental Workload in Emergency Situations? ↗ · 2025 · Troyer, Giulia et al. · indexed
1904. Classification of Carrier-based Aircraft Pilot Mental Workloads Based on Feature Level Fusion and Decision Level Fusion of PPG and EEG Signals ↗ · 2024 · Zhu, Wenbing et al. · indexed
1905. Integrating Multiple Sources of Validity Evidence for an Assessment‐Based Cognitive Model ↗ · 2019 · Langenfeld, Thomas et al. · indexed
1906. Measuring mental workload during the performance of advanced laparoscopic tasks ↗ · 2009 · Zheng, Bin et al. · indexed
1907. 101 Measurement of Tapping During the Interstimulus Interval as a Validation Metric for the 3-Minute Psychomotor Vigilance Test ↗ · 2021 · Deering, Sean et al. · indexed
1908. Pupillometry as a measure of cognitive load in mental rotation tasks with abstract and embodied figures ↗ · 2021 · Bauer, Robert et al. · indexed
1909. Workload Capacity ↗ · 2016 · Yamani, Yusuke et al. · indexed
1910. Workload analysis using the full time equivalent (fte) and nasa-tlx methods to improve employee performance at company x ↗ · 2025 · Suryadi, Akmal et al. · indexed
1911. Relationship Between Mental Fatigue and Mental Workload Among Nurses ↗ · 2019 · Bakhshi, Ehsan et al. · indexed
1912. The influence of stereo information on the mental workload in the manipulator teleoperation process ↗ · 2016 · Tang, WeiCai et al. · indexed
1913. Towards an EEG Based Mental Workload Evaluation Method for Construction Workers’ HMD AR Use ↗ · 2020 · Qin, Yimin et al. · indexed
1914. Mental Workload Estimation During Floor Cleaning Based on Wearable Inertial Sensors ↗ · 2026 · Shidahara, Moemi et al. · indexed
1915. Features of changes in heart rate variability indices in driving school cadets with different levels of preparedness ↗ · 2021 · Bebinov, S.E. et al. · indexed
1916. ANALISIS BEBAN KERJA COMERCIAL AND OPERATIONS MENGGUNAKAN METODE NASA TLX PADA PT XYZ ↗ · 2024 · Krisna William Pradana et al. · indexed
1917. Real-Time Cognitive State Monitoring via Physiological Signals in Commercial Aviation: A Systematic Literature Review with Reasoned Snowballing Expansion ↗ · 2026 · Belloni, Giacomo et al. · indexed
1918. Recognition of mental workload levels by combining adaptive exponential feature smoothing and locality preservation projection techniques ↗ · 2014 · Yin, Zhong et al. · indexed
1919. Test-retest reliability of the 5-minute psychomotor vigilance task in working-aged females ↗ · 2022 · Thompson, Brennan J. et al. · indexed
1920. Cross-Subject Cognitive Load Recognition in VR Using Multimodal Fusion with EEG and Eye-Tracking ↗ · 2025 · Cheng, Shiwei et al. · indexed
1921. Evaluating Changes in Mental Workload in Indoor and Outdoor Ultra-Distance Cycling ↗ · 2022 · Irvine, Dominic et al. · indexed
1922. A Technical Device for Determining the Predispositions of Students—Air Traffic Controllers and Pilots during Multitasking Training ↗ · 2022 · Antosko, Matej et al. · indexed
1923. Reliability and correlates of intra-individual variability in the oculomotor system · 2019 · Perquin, Marlou Nadine et al. · archived
1924. Multimodal Cueing and Assessment of Pilot Engagement During Low Level Flight ↗ · 2018 · Bachelder, E. et al. · indexed
1925. Assessing the Effects of Multimodal Communications on Mental Workload During the Supervision of Multiple Unmanned Aerial Vehicles ↗ · 2015 · Bommer, Sharon et al. · indexed
1926. Workload Warriors: Lessons Learned from a Decade of Mental Workload Prediction Using Human Performance Modeling ↗ · 2009 · Mitchell, Diane Kuhl et al. · indexed
1927. Predicting academic performance in mathematics with NASA-TLX: A brief study in 15-year-old students in Spain ↗ · 2025 · Quílez-Maimón, Arturo et al. · indexed
1928. Mental Workload Estimation Using EEG ↗ · 2020 · Pandey, Vishal et al. · indexed
1929. Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition ↗ · 2022 · Liu, Shu et al. · indexed
1930. Gaze Behavior and Mental Workload While Using a Whole-Body Powered Exoskeleton: A Pilot Study ↗ · 2023 · Upasani, Satyajit et al. · indexed
1931. Mental workload variations during different cognitive office tasks with social media interruptions ↗ · 2022 · Zahmat Doost, Elmira et al. · indexed
1932. Benchmarking Multimodal Workload Classification: Effects of Modality, Validation Protocol, and Segmentation Contrast on an Open Graded-Arithmetic Dataset ↗ · 2026 · Booth, Liam et al. · indexed
1933. Application of Random Forest and HRV Analysis for Real-Time Pilot Mental Workload Monitoring: Toward an Intelligent Cockpit Support System ↗ · 2026 · Vindigni, C.R. · indexed
1934. Pupillary manifolds: uncovering the latent geometrical structures behind phasic changes in pupil size · 2024 · Blini, Elvio et al. · archived
1935. Pupil Response in Visual Tracking Tasks: The Impacts of Task Load, Familiarity, and Gaze Position ↗ · 2024 · Wu, Yun et al. · indexed
1936. A Mental Workload Study on the 2d and 3d Viewing Conditions of the da Vinci Surgical Robot ↗ · 2009 · Klein, Martina I. et al. · indexed
1937. Natural-Setting PHR Usability Evaluation using the NASA TLX to Measure Cognitive Load of Patients ↗ · 2019 · Pachunka, Emily et al. · indexed
1938. Applications of Psychophysiological Measures in Uninhabited Air Vehicle Tasks ↗ · 2009 · Thomas, Krystal et al. · indexed
1939. Contrasting Effects of Response Uncertainty on the Task‐Evoked Pupillary Response and Reaction Time ↗ · 1987 · Richer, Francois et al. · indexed
1940. Toward development of monitoring system of port coordinator's mental workload using adhesive plaster-type sensor ↗ · 2016 · Murai, Koji et al. · indexed
1941. Visual Significance of Pupillary Response to an Auditory Task ↗ · 1975 · Berthold, Howard C. et al. · indexed
1942. Cognitive load assessment using pupil dilation during arithmetic tasks: A multilevel analysis of objective and perceived difficulty ↗ · 2026 · Park, EunSeo · indexed
1943. Bayesian Analysis of Pilot Physiology in a Simulated Flight Environment ↗ · 2025 · Kyle, Ainsley et al. · indexed
1944. Galvanic skin response (GSR) as an index of cognitive load ↗ · 2007 · Shi, Yu et al. · indexed
1945. Nursing physical workload and mental workload in intensive care units: Are they related? ↗ · 2021 · Nasirizad Moghadam, Kolsoom et al. · indexed
1946. Operator Visual Workload Shifts as a Function of Vehicle Stability ↗ · 1979 · Simmons, Ronald R. et al. · indexed
1947. Measuring cognitive load using eye tracking technology in learning Content ↗ · 2021 · Gutiérrez Rondón, Sara Maritza et al. · indexed
1948. The effect of driver advisory systems on train driver workload and performance ↗ · 2014 · Large, David et al. · indexed
1949. An Integrated Mental Workload Assessment Method by Using AHP ↗ · 2013 · Eraslan, Ergün · indexed
1950. A Physiological Evaluation of Driver Workload in the Lead Vehicle of an Autonomous Truck Platoon Using Bio-Signal Analysis ↗ · 2025 · Yuda, Emi et al. · indexed
1951. Investigating speech features and automatic measurement of cognitive load ↗ · 2008 · Yin, Bo et al. · indexed
1952. Efficacy of a Neurofeedback Training on Attention and Driving Performance: Physiological and Behavioral Measures ↗ · 2019 · Balconi, Michela et al. · indexed
1953. Using Galvanic Skin Response (GSR) to Measure Trust and Cognitive Load in the Text-Chat Environment ↗ · 2015 · Khawaji, Ahmad et al. · indexed
1954. Neuroimaging and Physiological Data-driven Autonomous Vehicle Driving Simulation System in Extended Reality ↗ · 2025 · Lynch, Curt et al. · indexed
1955. Using Machine Learning to Train a Wearable Device for Measuring Students’ Cognitive Load during Problem-Solving Activities Based on Electrodermal Activity, Body Temperature, and Heart Rate: Development of a Cognitive Load Tracker for Both Personal and Classroom Use ↗ · 2020 · Romine, William L. et al. · indexed
1956. Perceived Workload in Mixed IFR/VFR Terminal Operations: An Exploratory Pilot Simulator Study in Zagreb TMA ↗ · 2026 · Antulov-Fantulin, Bruno et al. · indexed
1957. Psychomotor Vigilance Task indices are correlated with and can predict the Major Depressive Disorder ↗ · 2023 · Fan, Xiwang et al. · indexed
1958. An optical pressure measurement system for control inceptors to evaluate pilots’ workload ↗ · 2021 · Zanoni, Andrea et al. · indexed
1959. Designing Medical Interactive Systems Via Assessment of Human Mental Workload ↗ · 2015 · Longo, Luca · indexed
1960. Evaluation of Helicopter Performance Indicators for use in the Development of Digital Twin based on Physiological Sensor Data from the Aviator ↗ · 2024 · Feltman, Kathryn et al. · indexed
1961. Multimodal Evaluation of Mental Workload and Engagement in Upper-Limb Robot-Assisted Motor Tasks ↗ · 2026 · Zanco, Camilla et al. · indexed
1962. Reproduction of mental states in driving using a visual filter ↗ · 2022 · Hiraishi, Hironori · indexed
1963. Preprocessing of Pupil Data of Cognitive Load during Emotional Regulation ↗ · 2023 · Hewen, Luo et al. · indexed
1964. Preliminary validation study of the 3-min wrist-worn psychomotor vigilance test ↗ · 2016 · Matsangas, Panagiotis et al. · indexed
1965. Mental workload, situational awareness, and safety culture in high-speed craft navigation: A multidimensional analysis of Turkish bridge officers ↗ · 2025 · Kartoglu, Cem et al. · indexed
1966. Pupillometry as a measure of auditory cognitive processes and listening effort ↗ · 2018 · Almaraz, Damian et al. · indexed
1967. Quantifying Visual Attention of Teams During Workload Transitions Using AOI-Based Cross-Recurrence Metrics ↗ · 2023 · Atweh, Jad A. et al. · indexed
1968. Analysis of cognitive load for bilingual subjects based on lexile measures ↗ · 2013 · Kumar, Pravin et al. · indexed
1969. Enhancing Cross-Dataset Mental Workload Detection Using Electrodermal Activity and Domain Adaptation ↗ · 2026 · Sigcha, Luis et al. · indexed
1970. Performance Enhancement in an Uninhabited Air Vehicle Task Using Psychophysiologically Determined Adaptive Aiding ↗ · 2007 · Wilson, Glenn F. et al. · indexed
1971. 0240 VALIDATION OF A TOUCHSCREEN PSYCHOMOTOR VIGILANCE TASK FOR ANDROID DEVICES ↗ · 2017 · Ocano, D et al. · indexed
1972. Acoustic Measures of Voice and Physiologic Measures of Autonomic Arousal During Speech as a Function of Cognitive Load in Older Adults ↗ · 2023 · Abur, Defne et al. · indexed
1973. Mental Workload Prediction Using Physiological Signals: Balancing Performance and Interpretability ↗ · 2026 · Hochgeschurz, Stephanie et al. · indexed
1974. Acoustic Measures of Voice and Physiologic Measures of Autonomic Arousal during Speech as a Function of Cognitive Load ↗ · 2017 · MacPherson, Megan K. et al. · indexed
1975. A response to Basner et al. (2021): “Response speed measurements on the psychomotor vigilance task: how precise is precise enough?” ↗ · 2021 · Snipes, Sophia et al. · indexed
1976. Study of A Port Coordinator's Mental Workload Based on Facial Temperature ↗ · 2015 · Murai, Koji et al. · indexed
1977. Wavelet analysis of pilot workload in helicopter low-level flying tasks ↗ · 1999 · Jones, J. G. et al. · indexed
1978. Pupillometry as a window to detect cognitive aging in the brain ↗ · 2023 · Kim, Jiae et al. · indexed
1979. Cognitive workload among orthopaedic nurses during the morning rush hours: results from field survey and lab-simulated eye-tracking evaluation ↗ · 2025 · Zhao, Xuanang et al. · indexed
1980. Psychophysiological and Some Functional Markers of Mental Workload in Young Men ↗ · 2018 · Ignatova, Yu. P. et al. · indexed
1981. MENTAL WORKLOAD ANALYSIS OF NAVAL CADET ACADEMY USING SUBJECTIVE WORKLOAD ASSESSMENT TECHNIQUE (SWAT) METHODS ↗ · 2020 · Pudiastuti, Elisabeth Tanti · indexed
1982. Monitoring the cognitive load in competitive environments in professional women’s basketball ↗ · 2025 · Fuster, Joan et al. · indexed
1983. Display Design Shapes How Eye Tracking, Workload, and Situation Awareness Predict Team Performance ↗ · 2025 · Atweh, Jad A. et al. · indexed
1984. Evaluating nonlinear variability of mental fatigue behavioral indices during long‐term attentive task ↗ · 2012 · Azarnoosh, Mahdi et al. · indexed
1985. Minimize Mental Workload and Fatigue of Horizontal Directional Drilling Worker Using Rating Scale Mental Effort and Swedish Occupational Fatigue Inventory Methods. ↗ · 2024 · Septiani, Winnie Septiani et al. · indexed
1986. Feature Weight Driven Interactive Mutual Information Modeling for Heterogeneous Bio-Signal Fusion to Estimate Mental Workload ↗ · 2017 · Zhang, Pengbo et al. · indexed
1987. The Effects of Semi-Autonomous Driving on Heart Rate Variability and Anxiety ↗ · 2026 · Göçer, Hakan et al. · indexed
1988. Predicting Air Traffic Controller Workload from Eye-Tracking Data with Machine Learning ↗ · 2025 · Lemetti, Anastasia et al. · indexed
1989. Evaluation of Student Mental Workload in Multicampus Lectures of Cirebon Industrial Engineering Block System ↗ · 2024 · Muslim, Yudisiasita et al. · indexed
1990. Evaluation of cognitive load in team sports: literature review ↗ · 2021 · Fuster, Joan et al. · indexed
1991. Horizontal vHIT gain is unaffected by moderate cognitive load: evidence from a single-distance dual-task paradigm ↗ · 2026 · Ayas, Muhammed et al. · indexed
1992. Predictive Mental Workload Modeling Methodology for Single-Pilot Operations System Design ↗ · 2024 · Li, Min et al. · indexed
1993. Cognitive workload in conventional direct control vs. pattern recognition control of an upper-limb prosthesis ↗ · 2016 · Zhang, Wenjuan et al. · indexed
1994. Assessing cognitive load in adolescent and adult students using photoplethysmogram morphometrics ↗ · 2020 · Xuan, Qi et al. · indexed
1995. Changes in Physiological Parameters Induced by Indoor Simulated Driving: Effect of Lower Body Exercise at Mid-Term Break ↗ · 2009 · Liang, Wen Chieh et al. · indexed
1996. Early Eye Disengagement Is Regulated by Task Complexity and Task Repetition in Visual Tracking Task ↗ · 2024 · Wu, Yun et al. · indexed
1997. Pupil Dilation as an Index of Verbal Fluency ↗ · 2020 · Haj, Mohamad El et al. · indexed
1998. Subjective Mental Workload and Its Correlation With Musculoskeletal Disorders in Bank Staff ↗ · 2016 · Darvishi, Ebrahim et al. · indexed
1999. Effect of whole-body vibration and driving a forest machine simulator on some physiological variables of the operator. ↗ · 1985 · Harstela, Pertti et al. · indexed
2000. Employing Consumer Wearables to Detect Office Workers' Cognitive Load for Interruption Management ↗ · 2018 · Schaule, Florian et al. · indexed
2001. Recognition of Mental Workload Levels Under Complex Human–Machine Collaboration by Using Physiological Features and Adaptive Support Vector Machines ↗ · 2015 · Zhang, Jianhua et al. · indexed
2002. Heart Rate Extraction Based on Near-Infrared Camera: Towards Driver State Monitoring ↗ · 2018 · Zhang, Qi et al. · indexed
2003. Pupillary correlates of individual differences in n-back task performance ↗ · 2023 · Robison, Matthew Kyle · indexed
2004. Disentangling Arousal and Attentional Contributions to Pupil Size: Toward Simultaneous Estimation of Emotional and Cognitive States ↗ · 2025 · Tsutsumi, Taihei et al. · indexed
2005. Analisis Beban Kerja Mental saat Mengoperasikan Smartphone dengan Memperhatikan Postur Tubuh: Pendekatan Menggunakan Metode NASA-TLX ↗ · 2024 · Kurnia, Fikrihadi · indexed
2006. Continuous monitoring of heart rate variability and haemodynamic stability of an automobile driver to prevent road accidents ↗ · 2012 · Emarose, S. et al. · indexed
2007. Pupil size reveals the cognitive load involved in processing rhythmic stimuli of various tempi and complexity ↗ · 2026 · Fontaine, Elena et al. · indexed
2008. Integration of conflict resolution automation and vertical situation display for on-ground air traffic control operations · 2021 · Trapsilawati, Fitri et al. · archived
2009. Unobtrusive in-car measurement of physiological signals on the road ↗ · 2024 · Teichmann, Daniel et al. · indexed
2010. Workload and Situation Awareness in Future Aircraft ↗ · 1987 · Emerson, Terry J. et al. · indexed
2011. Evaluation of the impact of data communications equipage level on air traffic controller workload using the functional near infra-red imaging technique ↗ · 2011 · Willems, Ben et al. · indexed
2012. Accurate Reaction Times on Smartphones: The Challenges of Developing a Mobile Psychomotor Vigilance Task ↗ · 2021 · Arthurs, Mel et al. · indexed
2013. Psychometrics of drift-diffusion model parameters derived from the Eriksen flanker task: Reliability and validity in two independent samples ↗ · 2024 · Rappaport, Brent Ian et al. · indexed
2014. The cognitive load of narrative lies ↗ · 2019 · Bird, Lisa et al. · indexed
2015. Recovery patterns in the physiological responses of the autonomic nervous system induced by mental workload ↗ · 2007 · Chi'e Soga et al. · indexed
2016. NEW METHODS FOR SUBJECTIVE MENTAL WORKLOAD ASSESSMENT AND FUZZY RISK ANALYSIS ↗ · 1996 · CHEN, SHYI-MING · indexed
2017. Using Pupil Dilation to Measure Cognitive Load When Listening to Text-to-Speech in Quiet and in Noise ↗ · 2019 · Govender, Avashna et al. · indexed
2018. Predicting Pilot Performance, Workload and Handling Qualities using SCOPE ↗ · 2023 · Bachelder, Edward et al. · indexed
2019. Exploratory ECG analysis of driving events using wavelet band metrics ↗ · 2017 · Wachowiak-Smolikova, Renata et al. · indexed
2020. Reliability and Validity of Ambulatory Cognitive Assessments ↗ · 2016 · Sliwinski, Martin J. et al. · indexed
2021. Analyzing Mental Workload of Remote Worker by Using SWAT Methodology (Case Study: Remote Software Engineer) ↗ · 2019 · Zulfany, A H et al. · indexed
2022. Pengukuran Beban Kerja Mental Bagian Marketing PT. Pindo Deli di Masa Covid-19 dengan Metode NASA TLX ↗ · 2021 · Rahdiana, Nana et al. · indexed
2023. Pupillary fluctuation amplitude before target presentation reflects short-term vigilance level in Psychomotor Vigilance Tasks ↗ · 2021 · Yamashita, Jumpei et al. · indexed
2024. Traffic Pattern Analysis in a Flight Simulator: Subjective and Physiological Mental Workload Assessment Techniques ↗ · 2018 · Roy, Raphaëlle et al. · indexed
2025. Comparing Treatment Effect Measurements in Narcolepsy: The Sustained Attention to Response Task, Epworth Sleepiness Scale and Maintenance of Wakefulness Test ↗ · 2015 · van der Heide, Astrid et al. · indexed
2026. Cognitive Load and Working Memory in Multimedia Learning: Conceptual and Measurement Issues ↗ · 2019 · Anmarkrud, Øistein et al. · indexed
2027. Evaluation the Relationship between Mental Workload and Fatigue in Shahroud Bank Employees ↗ · 2022 · VASILOUEE, Vahid et al. · indexed
2028. A Review of Heartbeat Detection Systems for Automotive Applications ↗ · 2021 · Arakawa, Toshiya · indexed
2029. Task Difficulty Differentially Affects Two Measures of Processing Load: The Pupil Response During Sentence Processing and Delayed Cued Recall of the Sentences ↗ · 2013 · Zekveld, Adriana A. et al. · indexed
2030. Mental Workload Evaluation for PMM Outbound Student in X University (Unix) Using NASA-TLX Method ↗ · 2022 · Isnaini, Wildanul et al. · indexed
2031. Relationship of Age, Duration of Work and Environmental Temperature With Worker Mental Workload ↗ · 2022 · Setijo Widodo, R. et al. · indexed
2032. A Non-Linear Relationship between Controller Workload and Traffic Count ↗ · 2005 · Lee, Paul U. · indexed
2033. Assessing and Visualizing Pilot Performance in Traffic Patterns: A Composite Score Approach ↗ · 2025 · Chenot, Quentin et al. · indexed
2034. An eye-tracking and neuroimaging study of negative wording effects on cognitive load in a metacognitive awareness tool ↗ · 2025 · Wang, Xinhe et al. · indexed
2035. Analisis Beban Kerja Mental Menggunakan Metode Nasa – TLX Pada Divisi Human Capital Services Officer ↗ · 2024 · Prastiyo, Muhammad Rizky et al. · indexed
2036. Salient Measures of Hospitalist Workload ↗ · 2023 · Burden, Marisha et al. · indexed
2037. Three New Outcome Measures That Tap Into Cognitive Processes Required for Real-Life Communication ↗ · 2020 · Lunner, Thomas et al. · indexed
2038. Workload Alerts—Using Physiological Measures of Mental Workload to Provide Feedback During Tasks ↗ · 2018 · Maior, Horia A. et al. · indexed
2039. WorkloadGPT: A Large Language Model Approach to Real-Time Detection of Pilot Workload ↗ · 2024 · Gao, Yijing et al. · indexed
2040. PVT-Touch: Adapting a Reaction Time Test for Touchscreen Devices ↗ · 2013 · Kay, Matthew et al. · indexed
2041. Noise exposure and mental workload: Evaluating the role of multiple noise exposure metrics among surface miners in the US Midwest ↗ · 2022 · Shkembi, Abas et al. · indexed
2042. Reliability of low electrocardiogram sampling frequencies for short-term heart rate variability analysis to estimate transient psychophysiological stress induced by car driving ↗ · 2020 · Brisinda, D et al. · indexed
2043. Disentangling listening effort and memory load beyond behavioural evidence: Pupillary response to listening effort during a concurrent memory task ↗ · 2020 · Zhang, Yue et al. · indexed
2044. OC-012 The Effect of Mental Workload Experienced During Colonoscopy on Endoscopists Performance ↗ · 2016 · Rahman, I et al. · indexed
2045. Assessing the Impact of Concurrent Employment and Undergraduate Studies on the Mental Workload of Student Virtual Assistants in the Philippines ↗ · 2026 · L. Oriño, Ydnar Yvann et al. · indexed
2046. Behavioral performance and task-evoked pupillary response indices of errors during visual search ↗ · 2025 · Guillory, Sylvia et al. · indexed
2047. Effect of Mental Workload Related Stress on Physiological Signals ↗ · 2021 · Riaz, Roha et al. · indexed
2048. A review for workload measurement of air traffic controller based on air traffic complexity ↗ · 2013 · Zhuoxi, Song et al. · indexed
2049. Pilot Control Behavior Model and its Model-Matching Procedure via Mission-Task-Element Flight Tests ↗ · 2017 · Onur, Can et al. · indexed
2050. Mental Effort in Elite and Nonelite Rowers ↗ · 2023 · Herrebrøden, Henrik et al. · indexed
2051. Non-Intrusive Cognitive Load Estimation Using Footstep-Induced Structural Vibration Signals ↗ · 2025 · CHAKRABORTY, MAINAK et al. · indexed
2052. Assessing Mental Workload in Rural Women: A Heart Rate Variability Analysis of Working Women vs. Homemakers ↗ · 2025 · RMCS, COCS, HAU Hisar et al. · indexed
2053. Quantitative Evaluation of Ship Navigator's Mental Workload by Means of Facial Temperature ↗ · 2007 · HAYASHI, Yuji et al. · indexed
2054. Review of Air Traffic Controller Selection: An International Perspective · 1997 · Broach, Dana et al. · archived
2055. Test-Retest Reliability of Immersive Virtual Reality Measures of Perceptual-Motor Performance ↗ · 2023 · Wilkerson, Gary B. et al. · indexed
2056. Skin Conductance Response in Real Driving Settings: Comparison of Analysis Methods ↗ · 2024 · Iadarola, Grazia et al. · indexed
2057. Trends in Heart-Rate Variability Signal Analysis ↗ · 2023 · Ishaque, Syem et al. · indexed
2058. A new metric for quantifying performance impairment on the psychomotor vigilance test ↗ · 2012 · RAJARAMAN, SRINIVASAN et al. · indexed
2059. Agreement between the 3-minute Psychomotor Vigilance Task (PVT) Embedded in a Wrist-worn Device and the Laptop-based PVT ↗ · 2018 · Matsangas, Panagiotis et al. · indexed
2060. The Relationship between Air Traffic Control Communication Events and Measures of Controller Taskload and Workload ↗ · 2002 · Manning, Carol et al. · indexed
2061. Measuring and classifying students' cognitive load in pen‐based mobile learning using handwriting, touch gestural and eye‐tracking data ↗ · 2023 · Li, Qingchuan et al. · indexed
2062. Decision Tree-Based Pilot Workload Prediction Through Optimized HRV Features Selection ↗ · 2026 · Vindigni, Carmelo Rosario et al. · indexed
2063. Bicyclist Stress Perceptions and Heart Rate Variability ↗ · 2021 · Fitch, Dillon · indexed
2064. Physiological Driver Monitoring Using Capacitively Coupled and Radar Sensors ↗ · 2019 · Castro, Ivan D. et al. · indexed
2065. ANALYSIS OF MENTAL WORKLOAD FINAL YEAR STUDENTS DUE TO ONLINE LEARNING WITH NASA-TLX METHOD ↗ · 2024 · Silalong, Lucky Arasyah Sesario et al. · indexed
2066. Pilot study of office employee informational mental workload ↗ · 2019 · Zuev, A. V. et al. · indexed
2067. Being here, being there: Investigating cognitive and attentional mechanisms of breaks in presence using psychophysiological and reaction time measures ↗ · 2025 · Holl, Elisabeth et al. · indexed
2068. Cortisol, Chromogranin A, and Pupillary Responses Evoked by Speech Recognition Tasks in Normally Hearing and Hard-of-Hearing Listeners: A Pilot Study · 2016 · Kramer, Sophia E. et al. · archived
2069. Workload Assessment and Aviation Safety ↗ · 1993 · Ford, Terry · indexed
2070. High-level speech event analysis for cognitive load classification ↗ · 2014 · Montacié, Claude et al. · indexed
2071. The Subjective Overall Workload Assessment (SOWA) Method as a Tool for Effectiveness Evaluation of Ergonomic Training in a Food Processing Industry ↗ · 2018 · Jach, Katarzyna et al. · indexed
2072. Do speech features for detecting cognitive load depend on specific languages? ↗ · 2016 · Chen, Rui et al. · indexed
2073. The Use of the Dynamic Solution Space to Assess Air Traffic Controller Workload ↗ · 2010 · d'Engelbronner, Jurriaan et al. · indexed
2074. A New Automated Method for Evaluating Mental Workload Using Handwriting Features ↗ · 2017 · WU, Zhiming et al. · indexed
2075. Assessment of Radiation Therapy Technologists’ Workload and Situation Awareness: Monitoring 2 Versus 3 Collocated Display Monitors ↗ · 2021 · Nuamah, Joseph K. et al. · indexed
2076. Closed-loop, pilot/vehicle analysis of the approach and landing task ↗ · 1985 · SCHMIDT, D. · indexed
2077. Disentangling listening effort and memory load beyond behavioural evidence: Pupillary response to listening effort during a concurrent memory task ↗ · 2021 · Zhang, Yue et al. · indexed
2078. Pengukuran Beban Kerja Mental dan Fisik Operator Mesin Die Casting pada Shift Malam dengan Menggunakan Metode Nasa-TLX, CVL dan FTA ↗ · 2026 · Alfin Kurnia Setiawan et al. · indexed
2079. The Difference in Pupil Size Responding to Cognitive Load and Emotional Arousal Questions between Guilty and Innocent Group ↗ · 2020 · Cho, Ara et al. · indexed
2080. Using Eye-Movement Events to Determine the Mental Workload of Surgical Residents ↗ · 2018 · Menekşe Dalveren, Gonca Gökçe et al. · indexed
2081. Pilot mental workload with predictive system status information ↗ · 2002 · Trujillo, A.C. · indexed
2082. A Field Study on Evaluating Mental Workload in “Kerupuk Emping” Small and Medium-Sized Enterprise in Hanau Berak Village, Lampung ↗ · 2023 · Attar, Muhammad et al. · indexed
2083. Physical and Cognitive Load Effects Due to a Powered Lower-Body Exoskeleton ↗ · 2020 · Bequette, Blake et al. · indexed
2084. Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking ↗ · 2025 · Pierluigi Dell’Acqua et al. · indexed
2085. Classification of cognitive load using voice features: A preliminary investigation ↗ · 2017 · Mijic, Igor et al. · indexed
2086. An Efficient Deep-Learning-Based Solution for the Recognition of Relative Changes in Mental Workload Using Wearable Sensors ↗ · 2023 · Saleh, Majd et al. · indexed
2087. Analisis Beban Kerja Mental pada Operator Dump Truck dengan Metode Nasa-TLX ↗ · 2022 · Muh Anhar et al. · indexed
2088. Response Time Measures as Supplementary Validity Indicators in Forced-Choice Recognition Memory Performance Validity Tests: A Systematic Review ↗ · 2021 · Braw, Yoram · indexed
2089. The relationship between experience and mental workload in anaesthetic practice: an observational study ↗ · 2013 · Byrne, A.J. et al. · indexed
2090. Physiological workload assessment with the help of heart rate and perceived exertion rating on handcart pullers of wholesale trade markets of Delhi ↗ · 2023 · PANDIT, AMOL SANGEETA · indexed
2091. Validation of a Virtual Reality Flanker Task ↗ · 2023 · Amin, Radhika et al. · indexed
2092. Estimating cognitive load during self-regulation of brain activity and neurofeedback with therapeutic brain-computer interfaces ↗ · 2015 · Bauer, Robert et al. · indexed
2093. Developing a psychological test battery to measure cognition in daily life ↗ · 2025 · Aschenbrenner, Andrew J. et al. · indexed
2094. Research on the Workload of the Controller-to-Be Based on the Radar Simulator ↗ · 2014 · Xia, Zheng Hong et al. · indexed
2095. A new approach to air traffic controller workload measurement and modelling ↗ · 2011 · Oktal, Hakan et al. · indexed
2096. Reliability of Heart Rate Variability Analysis by Using Electrocardiogram Recorded Unrestrainedly from an Automobile Steering-Wheel ↗ · 2007 · Osaka, Motohisa et al. · indexed
2097. APPLYING THE CONCEPT OF EXPERTON TO FUZZY MENTAL WORKLOAD MODELING ↗ · 2003 · Nait Said, R. et al. · indexed
2098. Lived Experiences of Mental Workload in Everyday Life ↗ · 2022 · Midha, Serena et al. · indexed
2099. The impact of luminance on tonic and phasic pupillary responses to sustained cognitive load ↗ · 2017 · Peysakhovich, Vsevolod et al. · indexed
2100. Trends in Heart-Rate Variability Signal Analysis ↗ · 2021 · Ishaque, Syem et al. · indexed
2101. Measurable Decision Making with GSR and Pupillary Analysis for Intelligent User Interface ↗ · 2015 · Zhou, Jianlong et al. · indexed
2102. Ergonomic Assessment of Mental Workload in Higher Education. Effects of Education System on Student’s Workload Perception ↗ · 2017 · Susana Rubio-Valdehita et al. · indexed
2103. A Virtual-Reality Approach for the Assessment and Rehabilitation of Multitasking Deficits ↗ · 2020 · Bock, Otmar et al. · indexed
2104. Repeated Administration Effects on Psychomotor Vigilance Test Performance ↗ · 2017 · Basner, Mathias et al. · indexed
2105. Measuring Physiological Response and Mental Workload of AR Users in Assembly Learning: Implications for Educational Multimedia Applications ↗ · 2025 · Daliana, Nadia et al. · indexed
2106. Temporal Dynamics of Motivation-Cognitive Control Interactions Revealed by High-Resolution Pupillometry ↗ · 2013 · Chiew, Kimberly S. et al. · indexed
2107. MENTAL WORKLOAD OF AIR TRAFFIC CONTROL (ATC) PERSONNEL AT ADISUTJIPTO INTERNATIONAL AIRPORT · 2021 · Seftiyana, Via Choirul · archived
2108. Can a Low-Cost Eye Tracker Assess the Impact of a Valent Stimulus? A Study Replicating the Visual Backward Masking Paradigm · 2020 · Vlastos, Dimitris D. et al. · archived
2109. Drone Operator Workload Analysis for Integration onto a Naval Vessel · 2025 · Bostock, Nicholas et al. · archived
2110. Correlative Evaluation of Mental and Physical Workload of Laparoscopic Surgeons Based on Surface Electromyography and Eye-tracking Signals ↗ · 2017 · Zhang, Jian-Yang et al. · indexed
2111. 1053 A Three-Minute Mobile Version of The Psychomotor Vigilance Task ↗ · 2018 · Deering, S et al. · indexed
2112. Pupil size and drag state in a reaction time task · 1970 · Bradshaw, John L. · archived
2113. Measured and Perceived Exercise Intensity During the Performance of Single-Task, Cognitive-Motor Dual-Task, and Exergame Training: Transversal Study · 2023 · Gallou-Guyot, Matthieu et al. · archived
2114. EPELI: a novel virtual reality task for the assessment of goal-directed behavior in real-life contexts · 2022 · Seesjärvi, Erik et al. · archived
2115. Linguistic Processing: Physiological, Performance and Subjective Correlates ↗ · 1986 · Wilson, Glenn F. et al. · indexed
2116. A Virtual-Reality Approach for the Assessment and Rehabilitation of Multitasking Deficits ↗ · 2018 · Bock, Otmar et al. · indexed
2117. Pupillometry as an objective measure of sustained attention in young and older listeners ↗ · 2019 · Zhao, Sijia et al. · indexed
2118. Vocal Markers in Aviation of Workload, Stress, Fatigue, and Sleepiness: A Protocol Validation Study ↗ · 2025 · Gnerre, Martina et al. · indexed
2119. Eye pupil – a window into central autonomic regulation via emotional/cognitive processing · 2021 · Ferencová, N et al. · archived
2120. The Effects of Cognitive Load on Pupil Dilation in Volleyball Players: An Eye-Tracking Study: Cognitive Load on Pupil Dilation in Volleyball Players ↗ · 2025 · Nalçacıgil, Tuğba · indexed
2121. Latent profile analysis of mental workload among emergency department nurses: a cross-sectional study ↗ · 2024 · Hao, Xiaoyan et al. · indexed
2122. Reliability of the 5-min psychomotor vigilance task in a primary school classroom setting ↗ · 2010 · Wilson, Andrew et al. · indexed
2123. AuReTim: an inexpensive and extensible open-source auditory psychomotor vigilance test · 2023 · Straßer, Torsten et al. · archived
2124. Mental Workload Evaluation in Adaptive Boss Battle Gamification for PHP Programming Education: A Two-Phase NASA-TLX Analysis ↗ · 2026 · Wibowo, Dimas Wahyu et al. · indexed
2125. Prediction of mental effort derived from an automated vocal biomarker using machine learning in a large-scale remote sample ↗ · 2023 · Taptiklis, Nick et al. · indexed
2126. A pilot study of marking accuracy and mental workload as measures of OSCE examiner performance ↗ · 2016 · Byrne, Aidan et al. · indexed
2127. Pupillary fluctuation amplitude preceding target presentation is linked to the variable foreperiod effect on reaction time in Psychomotor Vigilance Tasks ↗ · 2022 · Yamashita, Jumpei et al. · indexed
2128. Quantification of cognitive ergonomic factors and task performance for the use of passive upper limb exoskeleton while performing overhead tasks. ↗ · 2023 · Abd Rahman, Nurul Izzah · indexed
2129. Évaluation de la charge cognitive et de la performance dans la réalité virtuelle immersive et non immersive : Une étude croisée dans le domaine de l'éducation à la santé Examining Cognitive Load and Performance in Immersive vs. Non-Immersive Virtual Reality: A Cross-Over Study in Health Education · 2023 · LONJOU, Léa et al. · archived
2130. Identification of Mental Workload Using Imbalanced EEG Data and DySMOTE-based Neural Network Approach ↗ · 2016 · Cui, Xiqing et al. · indexed
2131. Measured and Perceived Exercise Intensity During the Performance of Single-Task, Cognitive-Motor Dual-Task, and Exergame Training: Transversal Study (Preprint) · 2022 · Gallou-Guyot, Matthieu et al. · archived
2132. Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention ↗ · 2015 · Widjaja, Devy et al. · indexed
2133. Analisis Beban Kerja Mental Karyawan Perkebunan Kelapa Sawit menggunakan Subjective Workload Assessment Technique (SWAT) and Work Samplin ↗ · 2024 · Safutra, Nur Ihwan et al. · indexed
2134. Measuring cognitive load in the presence of educational video: Towards a multimodal methodology ↗ · 2016 · Kruger, Jan-Louis et al. · indexed
2135. Are we capturing individual differences? Evaluating the test-retest reliability of experimental tasks used to measure social cognitive abilities ↗ · 2024 · Pennington, Charlotte Rebecca et al. · indexed
2136. Are we capturing individual differences? Evaluating the test–retest reliability of experimental tasks used to measure social cognitive abilities ↗ · 2025 · Pennington, Charlotte R. et al. · indexed
2137. A few comments on visual systems of a ship handling simulator for sea pilot training: Training for entering a port ↗ · 2011 · Murai, Koji et al. · indexed
2138. Initial Validation of a Virtual Environment for Assessment of Memory Functioning: Virtual Reality Cognitive Performance Assessment Test · 2008 · Parsons, Thomas D. et al. · archived
2139. Analisa Beban Mental Karyawan Menggunakan Nasa - Tlx Rooms Division Prime Plaza Hotel Kualanamu · 2023 · Anshori, Mohamad Yusak et al. · archived
2140. The effect of short duration heart rate variability (HRV) biofeedback on cognitive performance during laboratory induced cognitive stress ↗ · 2010 · Prinsloo, Gabriell E. et al. · indexed
2141. The questionable validity of attention bias variability: Evidence from two conceptually unrelated cognitive tasks ↗ · 2022 · Carlson, Joshua et al. · indexed
2142. Quantifying mental workloads of surgeons performing natural orifice transluminal endoscopic surgery (NOTES) procedures ↗ · 2011 · Zheng, Bin et al. · indexed
2143. ASSESSMENT OF MENTAL WORKLOAD OF FLIGHT ATTENDANTS BASED ON FLIGHT DURATION: AN EFFORT TO PROVIDE SAFE WORKING CONDITION ↗ · 2020 · Widyanti, Ari et al. · indexed
2144. The Quality of Response Time Data Inference: A Blinded, Collaborative Assessment of the Validity of Cognitive Models · 2018 · Dutilh, Gilles et al. · archived
2145. Basic study of ship's bridge teammate's mental workload by wavelet transform ↗ · 2005 · Murai, K. et al. · indexed
2146. Evaluasi Beban Kerja Guna Penjadwalan Ulang Shift Kerja Dengan Metode National Aeronautics and Space Administration Task Load Index Pada Dosare Hotel Yogyakarta ↗ · 2024 · Dwiky Kurniawan et al. · indexed
2147. The Rate of Subjective Mental Workload and its Correlation with Musculoskeletal Disorders in Bank Staff in Kurdistan, Iran ↗ · 2015 · Darvishi, Ebrahim et al. · indexed
2148. Pupillary and microsaccadic responses to cognitive effort and emotional arousal during complex decision making ↗ · 2020 · Krejtz, Krzysztof et al. · indexed
2149. The Look of Tiredness ↗ · 2017 · Berberich, Jonathan et al. · indexed
2150. POMDP-Based Adaptive Interaction Through Physiological Computing ↗ · 2022 · Singh, Gaganpreet et al. · indexed
2151. Test-Retest Reliability of a Visual-Cognitive Technology (BlazePod™) to Measure Response Time ↗ · 2021 · de-Oliveira, Levy A. et al. · indexed
2152. Does cognitive load differ among sight-singers? An exploratory study using pupillometry and interviews ↗ · 2021 · Pomerleau-Turcotte, Justine et al. · indexed
2153. Multimodal machine learning for cognitive load based on eye tracking and biosensors ↗ · 2023 · Vulpe-Grigorasi, Adrian · indexed
2154. A unified model of the task-evoked pupil response ↗ · 2021 · Burlingham, Charlie S. et al. · indexed
2155. A unified model of the task-evoked pupil response ↗ · 2022 · Burlingham, Charlie S. et al. · indexed
2156. Psychometric characteristics of the n-back task: Construct validity across age and stimulus type, internal consistency, test-retest and alternate forms reliability ↗ · 2025 · Hepdarcan, Ilgım et al. · indexed
2157. SUBJECTIVE MENTAL WORKLOAD ASSESSMENT BASED ON GENERALIZED FUZZY NUMBERS ↗ · 2011 · Yong, Deng · indexed
2158. Measurement of student mental workload during online learning using Continuous Subjective Workload Assessment Technique (C-SWAT) ↗ · 2021 · Ginting, Lisa Melvi et al. · indexed
2159. Air Traffic Controller Workload Impact by Integration of Datalink System in an Advanced Airport Controller Working Position · 2021 · ELLEJMI, Mohamed et al. · archived
2160. Quantitative Assessment of Vessel Traffic Service Center Workload: Development and Validation of the Vessel Traffic Service Operator Workload Index (VOWI) ↗ · 2025 · Shin, Gil-Ho et al. · indexed
2161. Exploring the role of cognitive load in faking prevention using the dual task paradigm ↗ · 2024 · Rasheed, Sabah et al. · indexed
2162. PC-PVT: A platform for psychomotor vigilance task testing, analysis, and prediction ↗ · 2013 · Khitrov, Maxim Y. et al. · indexed
2163. A Critical Review of Cognitive Load Lie Detection ↗ · 2021 · Neequaye, David A. · indexed
2164. Analysis of Workload Assessment Methods for Air Traffic Controllers ↗ · 2023 · Zhang, Yuming et al. · indexed
2165. Effect of immersive visualization technologies on cognitive load, motivation, usability, and embodiment · 2021 · Wenk, Nicolas et al. · archived
2166. Model analysis of influence of mental workload on vestibulo-ocular reflex ↗ · 2019 · Kono, Takuya et al. · indexed
2167. The impact of VR environment for elderly short-form video viewers on flow and mental workload · 2025 · Tang, Zhichuan et al. · archived
2168. Confirmation of the Instrumental Difference for Each Ion-Sensitive Field-Effect Transistors to Evaluate Mental Workload ↗ · 2020 · KITAMURA, Kenichi et al. · indexed
2169. Continuous measures of audience immersion: validating behavioural and physiological measures against self-report ↗ · 2022 · Hammond, Hugo et al. · indexed
2170. Effects of mental workload on long-latency auditory-evoked-potential, salivary cortisol, and immunoglobulin A ↗ · 2011 · Ying, Lean et al. · indexed
2171. Individual training prescribed by heart rate variability, heart rate and well-being scores in experienced cyclists ↗ · 2025 · Alfonso, Carla et al. · indexed
2172. Eye movements decrease during effortful speech listening ↗ · 2023 · Cui, M. Eric et al. · indexed
2173. In a Concurrent Memory and Auditory Perception Task, the Pupil Dilation Response Is More Sensitive to Memory Load Than to Auditory Stimulus Characteristics ↗ · 2019 · Zekveld, Adriana A. et al. · indexed
2174. Assessing cognitive load using oculometrics to identify deceit during interviews ↗ · 2018 · Mitre‐Hernandez, Hugo et al. · indexed
2175. Exploring eye-tracking data as an indicator of situational awareness in nursing students during a cardiorespiratory arrest simulation ↗ · 2024 · Caloca-Amber, Sandra et al. · indexed
2176. Effect of Simulation-Based Training and Neurofeedback Interventions on Radiation Technologists’ Workload, Situation Awareness, and Performance ↗ · 2021 · Mazur, Lukasz M. et al. · indexed
2177. Latent profile analysis of mental workload among emergency department nurses: a cross-sectional study ↗ · 2025 · Hao, Xiaoyan et al. · indexed
2178. Automated Pupil Dilation Tracking System Using Computer Vision for Task-Evoked Pupillary Response Analysis: A Low-Cost System Feasibility Study ↗ · 2026 · Jasińska, Hanna et al. · indexed
2179. Evaluating the effect of immersive virtual reality technologies on cognitive load, situation awareness, and engagement using eye movements ↗ · 2026 · Islam, Fabiha et al. · indexed
2180. Cognitive load in translating ideological texts: An eye-tracking study of translators' pupil diameter ↗ · 2025 · Allameh Tabataba’i University et al. · indexed
2181. The Impact of Interrupting Nurses on Mental Workload in Emergency Departments ↗ · 2018 · Kim, Jung Hyup et al. · indexed
2182. Using IoT devices for sensor-based monitoring of employees' mental workload: Investigating managers’ expectations and concerns ↗ · 2022 · Pütz, Sebastian et al. · indexed
2183. Motor and Cognitive Load Effects on Attention in School-Aged Children: a Dual-Task Study Using Digital Assessment ↗ · 2025 · Montelaghi, Alice et al. · indexed
2184. Fatigue and Stress in Air Traffic Controllers ↗ · 1971 · GRANDJEAN, E. P. et al. · indexed
2185. Impact of the PEARLS Healthcare Debriefing cognitive aid on facilitator cognitive load, workload, and debriefing quality: a pilot study ↗ · 2022 · Meguerdichian, Michael et al. · indexed
2186. MIT AgeLab Delayed Digit Recall Task (n-back) ↗ · 2026 · Mehler, Bruce et al. · indexed
2187. Relations Between Heart Rate, Reaction Speed, and Subjective Effort at Different Work Loads on a Bicycle Ergometer ↗ · 1975 · Sjöberg, Hans · indexed
2188. Beyond self-report: Measuring visual, auditory, and tactile mental imagery using a mental comparison task ↗ · 2024 · Suggate, Sebastian Paul · indexed
2189. Auditory Verbal Working Memory Load Effects on a Simulator-Induced Spatial Disorientation Event ↗ · 2019 · Lewkowicz, Rafał et al. · indexed
2190. Three Indirect Tasks Assessing Implicit Threat Associations and Behavioral Response Tendencies ↗ · 2010 · Reinecke, Andrea et al. · indexed
2191. Modified Cooper Harper Scales for Assessing Unmanned Vehicle Displays ↗ · 2008 · Donmez, Birsen et al. · indexed
2192. Recovery of Cognitive Performance Following Multi-Stressor Military Training ↗ · 2022 · Tait, Jamie L. et al. · indexed
2193. Assessment of Cognitive Load during Hand Gesture Based Computer Interaction Using Galvanic Skin Response Attached to Foot ↗ · 2025 · Lohar, Durgesh et al. · indexed
2194. The relationship among working period, work shift, and workload to work fatigue in air traffic controllers at Sultan Hasanuddin Airport ↗ · 2021 · Russeng, Syamsiar S. et al. · indexed
2195. Multi-modal Recognition of Mental Workload Using Empirical Mode Decomposition and Semi-Supervised Learning ↗ · 2019 · Zhang, Jianhua et al. · indexed
2196. Emotional words impact the mind but not the body: Evidence from pupillary responses ↗ · 2011 · Bayer, Mareike et al. · indexed
2197. Pupil diameter differentiates expertise in dental radiography visual search ↗ · 2019 · Castner, Nora et al. · indexed
2198. What does the dot‐probe task measure? A reverse correlation analysis of electrocortical activity ↗ · 2018 · Thigpen, Nina et al. · indexed
2199. Impact of Posture on Heart Rate Variability of Individuals under Mental Workload Conditions ↗ · 2022 · Govindan, Lavanya et al. · indexed
2200. Measurement and Analysis of Mental Workload of Marine Team in Observing Hospital Management System ↗ · 2017 · Gopikrishna, Y. · indexed
2201. Combining HIIT Plus Cognitive Task Increased Mental Fatigue but Not Physical Workload in Tennis Players ↗ · 2023 · Díaz-García, Jesús et al. · indexed
2202. Assessment of Mental Workload Nurses in COVID-19 Pandemic ↗ · 2023 · Afshari, Davood et al. · indexed
2203. Instantaneous mental workload assessment using time–frequency analysis and semi-supervised learning ↗ · 2020 · Zhang, Jianhua et al. · indexed
2204. Neural Measures of Dynamic Changes in Attentive Tracking Load ↗ · 2011 · Drew, Trafton et al. · indexed
2205. Evaluation of a Portable Stress Management Device ↗ · 2015 · Lee Jeon et al. · indexed
2206. High‐frequency assessment methods to detect subtle change in cognitive worsening ↗ · 2024 · Aschenbrenner, Andrew J. · indexed
2207. Physiological and behavioural responses of modification psychomotor task in the virtual reality on cycling ↗ · 2021 · Zainuddin, Nurul Farha et al. · indexed
2208. Employee Acceptability of Wearable Mental Workload Monitoring in Industry 4.0: A Pilot Study on Motivational and Contextual Framing ↗ · 2019 · Van Acker, Bram B. et al. · indexed
2209. Non-Invasive Detection of Respiration and Heart Rate with a Vehicle Seat Sensor ↗ · 2018 · Wusk, Grace et al. · indexed
2210. Measuring Cognitive Load and Stress in Collaborative Robotics ↗ · 2025 · Manuri, Federico et al. · indexed
2211. Implementation of an online spacing flanker task and evaluation of its test–retest reliability using measures of inhibitory control and the distribution of spatial attention ↗ · 2024 · Lee, Sang Ho et al. · indexed
2212. Comparative Analysis of Teleportation and Joystick Locomotion in Virtual Reality Navigation with Different Postures: A Comprehensive Examination of Mental Workload ↗ · 2024 · Kazemi, Reza et al. · indexed
2213. The effectiveness of a virtual reality attention task to predict depression and anxiety in comparison with current clinical measures ↗ · 2021 · Voinescu, Alexandra et al. · indexed
2214. Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment ↗ · 2024 · Capotorto, Rossella et al. · indexed
2215. Default nudges modulate the temporal profile of pupil-linked arousal during decision-making under cognitive load ↗ · 2026 · Erfanian, Mercede et al. · indexed
2216. The cognitive workload of air pistol shooters on the aiming task ↗ · 2021 · Vardar, Tonguç et al. · indexed
2217. Effects of chest movements while sitting on Navon task performance and stress levels ↗ · 2023 · Arima, Yoshiko · indexed
2218. An evaluation of the required number of training sessions of neuropsychological assessments on portable mobile devices · 2025 · Jansen, Jim et al. · archived
2219. Managing Digital Notifications and Stress: Evidence from a Hybrid Laboratory and Field Study on Cognitive Load, HRV, and Well-being ↗ · 2025 · Mukhdoom, Husnain et al. · indexed
2220. CLACIR: Dataset for Cognitive Load and Canine Intervention Recognition from Physiological Signals ↗ · 2026 · Arce, Walker S. et al. · indexed
2221. Research of Radar Controllers' Workload in Fuzzy Synthetic Evaluation Model ↗ · 2013 · Tang, Wei Zhen · indexed
2222. Comparison of Bicycle and Treadmill Ergometer Workload ↗ · 2023 · Stork, Milan et al. · indexed
2223. Psychophysiological and Dual-Task Effects of Biofeedback and Neurofeedback Interventions in Airforce Pilots: A Pilot Study ↗ · 2025 · Fuentes-García, Juan Pedro et al. · indexed
2224. Predicting Human Reliability based on Individual’s Resting Period: Effect of Physical Workload Rate ↗ · 2022 · Wahyuning, Caecilia Sri et al. · indexed
2225. Phenomenology of Visuo-spatial Working Memory Task Performance ↗ · 2021 · Oblak, Aleš et al. · indexed
2226. ANALISIS BEBAN KERJA FISIK DAN MENTAL PETUGAS CLEANING SERVICE MENGGUNAKAN METODE WORK SAMPLING DAN NASA-TLX (STUDI KASUS: UPT STASIUN BESAR LEMPUYANGAN) ↗ · 2019 · Widiastuti, Retno et al. · indexed
2227. Heart rate variability predicts 8-year risk of cardiovascular disease: The Taiwan Bus Driver Cohort Study (TBDCS) ↗ · 2020 · Wang, Ying-Chuan et al. · indexed
2228. TU-EF-BRD-03: Mental Workload and Performance ↗ · 2015 · Mazur, L. · indexed
2229. A Metascientific Empirical Review of Cognitive Load Lie Detection ↗ · 2022 · Neequaye, David A. · indexed
2230. A free, easy-to-use, computer-based simple and four-choice reaction time programme: The Deary-Liewald reaction time task ↗ · 2010 · Deary, Ian J. et al. · indexed
2231. Effect of working memory load on tactile n-back task ↗ · 2020 · Rodrigues da Silva, Luciana et al. · indexed
2232. Construct validity of neuropsychological tests of conceptual and attentional abilities ↗ · 1994 · O'donnell, James P. et al. · indexed
2233. Effects of Mental Workload on Objective and Subjective Measures of Postural Stability ↗ · 2003 · DiDomenico, Angela et al. · indexed
2234. Teaching Athletes Cognitive Skills: Detecting Cognitive Load in Speech Input ↗ · 2010 · Ruiz, Natalie et al. · indexed
2235. Subjective mental workload in Spanish emergency nurses. A study on predictive factors ↗ · 2023 · Soto-Castellón, María Belén et al. · indexed
2236. Evaluation of learning environments for object-oriented programming: measuring cognitive load with a novel measurement technique ↗ · 2015 · Uysal, Murat Pasa · indexed
2237. An Adaptive Human-Robotic Interaction Architecture for Augmenting Surgery Performance Using Real-Time Workload Sensing—Demonstration of a Semi-autonomous Suction Tool ↗ · 2022 · Yang, Jing et al. · indexed
2238. Classifying Mental Workload Levels Using Semi-Supervised Learning Technique ↗ · 2020 · Zhang, Jianhua et al. · indexed
2239. Psychophysics in a Web browser? Comparing response times collected with JavaScript and Psychophysics Toolbox in a visual search task · 2015 · de Leeuw, Joshua R. et al. · archived
2240. Reaction Time Variability in ADHD: A Review ↗ · 2012 · Tamm, Leanne et al. · indexed
2241. Brain activation and pupil response during covert performance of the Stroop Color Word task ↗ · 1999 · Brown, Gregory G. et al. · indexed
2242. No evidence of association between HRV and training load in a pool of professional athletes before, during, and after the first COVID-19 lockdown. ↗ · 2021 · Javaloyes, Alejandro et al. · indexed
2243. The Effect of a Powered Lower-Body Exoskeleton on Physical and Cognitive Warfighter Performance ↗ · 2018 · Bequette, Blake et al. · indexed
2244. Mental Workload and Stress Perceived by Novice Operators in the Laparoscopic and Robotic Minimally Invasive Surgical Interfaces ↗ · 2012 · Klein, Martina I. et al. · indexed
2245. Analysis of Employees Mental Workload with Multiple Tasks in Halal Product Process Assistance Services Using the Rating Scale Mental Effort (RSME) Method at BBSPJIKB Yogyakarta ↗ · 2025 · Sinaga, Stefania et al. · indexed
2246. Mental fatigue caused by prolonged cognitive load associated with sympathetic hyperactivity ↗ · 2011 · Mizuno, Kei et al. · indexed
2247. Analyzing the Time Course of Pupillometric Data ↗ · 2019 · van Rij, Jacolien et al. · indexed
2248. Frequency-Dependent Light Stimulation Effects on Performance During Vigilance Tasks on a Laptop ↗ · 2020 · Victor, Luis Hector et al. · indexed
2249. Adapting Mixed Reality Robot Communication to Mental Workload ↗ · 2020 · Tran, Nhan · indexed
2250. Response time as a dependent measure on the category test of the Halstead-Reitan neuropsychological test battery ↗ · 1986 · Rattan, G · indexed
2251. From low-level to high-level factors’ influence on pupil hippus ↗ · 2026 · Rabadan, Vivien et al. · indexed
2252. Some Considerations in the Design of a Computerized Human Information Processing Battery. ↗ · 1987 · Damos, Diane L. · indexed
2253. Analysis of the Mental Workload of Police Helicopter Pilots on Police Operations Assignment in Papua: NASA-TLX Method Approach ↗ · 2025 · Ariyanto, Stefanus T.W et al. · indexed
2254. Pupillary Indices of Cognitive Workload in (In-)Efficient Reference Production ↗ · 2026 · Tourtouri, Elli et al. · indexed
2255. Reflective PPG Sensor Measures Heart Rate Through Clothing During Driving ↗ · 2025 · Radomski, Adrian et al. · indexed
2256. Autonomic indicators of information processing related to conditioning ↗ · 1995 · KIRSCH, PETER et al. · indexed
2257. Evaluasi Performansi dan Tingkat Kelelahan dalam Upaya Optimisasi Capaian Pembelajaran Sistem Praktikum di Perguruan Tinggi X · 2018 · Febrianti, Asterina et al. · archived
2258. Visualization of turn-taking and mental workload in collaborative working environment ↗ · 2014 · Oyama, Katsunori et al. · indexed
2259. Pulse controlled driver safety awareness system: A pilot study ↗ · 2018 · Çeliker, Denizhan et al. · indexed
2260. Pupil diameter reflects uncertainty in attentional selection during visual search ↗ · 2015 · Geng, Joy J. et al. · indexed
2261. Heart rate variability, mood and performance: a pilot study on the interrelation of these variables in amateur road cyclists ↗ · 2022 · Alfonso, Carla et al. · indexed
2262. The influence of the respiratory cycle on reaction times in sensory-cognitive paradigms · 2022 · Johannknecht, Michelle et al. · archived
2263. Scrutinising usability evaluation: does thinking aloud affect behaviour and mental workload? ↗ · 2009 · Hertzum, Morten et al. · indexed
2264. Training facilitates cognitive control on pupil dilation ↗ · 2018 · Ehlers, Jan et al. · indexed
2265. QRTEngine: An easy solution for running online reaction time experiments using Qualtrics · 2014 · Barnhoorn, Jonathan S. et al. · archived
2266. Virtual reality and smartphone utilisation for the examination and enhancement of working memory load for visual and auditory dual tasking ↗ · 2025 · Theunissen, Tjeu P. M. et al. · indexed
2267. A Quick Review of Infrared Thermography Studies on Children and Adolescents' Mental Health (Preprint) ↗ · 2024 · Zhao, Jing et al. · indexed
2268. Assessment of Pilot Workload with the Introduction of an Airborne Threat-Alert System ↗ · 1988 · Battiste, Vernol et al. · indexed
2269. Free Flight and the Air Traffic Controller: Active Control versus Passive Monitoring ↗ · 1999 · Metzger, Ulla et al. · indexed
2270. Measure of Work Performance Decrement Due to Respirators ↗ · 1990 · Zimmerman, Neil J. et al. · indexed
2271. Deep Learning Forecast of Perceptual Load Using fNIRS Data ↗ · 2024 · Grimaldi, Nicolas et al. · indexed
2272. Cognitive skills assessment during robot‐assisted surgery: separating the wheat from the chaff ↗ · 2014 · Guru, Khurshid A. et al. · indexed
2273. ANALISIS TINGKAT BEBAN KERJA OPERATOR AUTOMATED STACKING CRANE (ASC) DENGAN METODE NASA-TLX (NATIONAL AERONAUTICS AND SPACE ADMINISTRATION TASK LOAD INDEX) DI PT. TERMINAL TELUK LAMONG SURABAYA ↗ · 2018 · Suryadi, Akmal et al. · indexed
2274. Effects of virtual reality and test environment on user experience, usability, and mental workload in the evaluation of a blood pressure monitor ↗ · 2023 · Hinricher, Niels et al. · indexed
2275. A Robust Algorithm for respiration rate monitoring during cognitive load using PPG Signals ↗ · 2024 · Pavithran, Muthu et al. · indexed
2276. Pupil size asymmetries are modulated by an interaction between attentional load and task experience ↗ · 2017 · Wahn, Basil et al. · indexed
2277. Effect of cognitive load on eye-target synchronization during smooth pursuit eye movement ↗ · 2011 · Contreras, R. et al. · indexed
2278. Reality-based interaction affecting mental workload in virtual reality mental arithmetic training ↗ · 2019 · Jost, Patrick et al. · indexed
2279. Cognitive load dissociates explicit and implicit measures of body ownership and agency ↗ · 2021 · Qu, Jue et al. · indexed
2280. Stop Signal and Conners’ Continuous Performance Tasks ↗ · 2009 · Soreni, Noam et al. · indexed
2281. Do We Need Biomedical Interventions to Maintain Crew Performance under Sustained Attention?  ↗ · 2021 · Feltman, Kathryn et al. · indexed
2282. Pupil diameter changes non-monotonically with perceptual learning ↗ · 2012 · Hayes, T. R. et al. · indexed
2283. DRESSMAN a thermal comfort measurement device for drivers and pilots ↗ · 2006 · Schwab, Rudolf et al. · indexed
2284. The trail making test as a measure of sustained attention in children ↗ · 2000 · Escalona, A · indexed
2285. Top-down and bottom-up influences on pupil hippus ↗ · 2024 · Rabadan, Vivien et al. · indexed
2286. Measuring the contribution to cognitive load of each predicted vocoder speech parameter in DNN-based speech synthesis ↗ · 2019 · Govender, Avashna et al. · indexed
2287. Inter-and intra-individual coupling between pupillary, electrophysiological, and behavioral responses in a visual oddball task ↗ · 2020 · LoTemplio, Sara et al. · indexed
2288. Modulation of a Rubber Hand Illusion by Different Levels of Mental Workload: An EEG Study ↗ · 2025 · Tonoyan, Yelena et al. · indexed
2289. Assessing Feasibility of Evaluating Provider Experience with a Remote Therapeutic Monitoring (RTM) Platform: A Pilot Cross-Sectional Survey of Clinician Workload, Therapeutic Alliance, and Satisfaction (Preprint) ↗ · 2026 · Wakeman, Stephanie et al. · indexed
2290. Relationships Between Training Load, Perceived Cognitive Load and Sleep in Student-Athletes ↗ · 2026 · Apinis-Deshaies, Amélie et al. · indexed
2291. Impact of Stimulation Duration in taVNS—Exploring Multiple Physiological and Cognitive Outcomes ↗ · 2024 · Bömmer, Till et al. · indexed
2292. The 5-Choice Serial Reaction Time Task: A Task of Attention and Impulse Control for Rodents ↗ · 2014 · Asinof, Samuel K. et al. · indexed
2293. The Role Of Mental Fatigue In Modulating Reaction Time Among Athletes ↗ · 2024 · Migliaccio, Gian Mario · indexed
2294. Task-evoked pupillary response to completely intelligible accented speech ↗ · 2019 · McLaughlin, Drew J. et al. · indexed
2295. Students’ Technology, Cognitive, and Content Knowledge (TSCCK) Instructional Model Effect on Cognitive Load and Learning Achievement ↗ · 2022 · Wu, Qiong et al. · indexed
2296. Modeling digital main control room operator’s resilience under extreme conditions: An Experiment design scheme ↗ · 2021 · Hanguan, Wen et al. · indexed
2297. Implementation of the Multiple Errands Test in a NeuroVR-supermarket: a Possible Approach ↗ · 2010 · Simona, Raspelli et al. · indexed
2298. The Relation between Mental Workload and Face Temperature in Flight Simulation ↗ · 2024 · Bonyad, Amin et al. · indexed
2299. A Review of Cognitive Support Systems in the Operating Room ↗ · 2023 · Zhang, Zhong Shi et al. · indexed
2300. The Mental Workload Analysis on Female Educators During Covid-19 Pandemic Using Nasa-TLX Method ↗ · 2023 · Andivas, Marulan et al. · indexed
2301. Predictive Validity of Selection and Training for Ab Initio Air Traffic Controllers ↗ · 2025 · Seemüller, Anna et al. · indexed
2302. Rate of Increase in Workload Determines the Mobilization Rate But Not the Degree of Increase in ECG Parameters ↗ · 2018 · Poderienė, Kristina et al. · indexed
2303. <scp>ERP</scp> and pupil responses to deviance in an oddball paradigm ↗ · 2014 · Kamp, Siri-Maria et al. · indexed
2304. Ecological Validity of Neuropsychological Testing ↗ · 1996 · Long, Charles J. et al. · indexed
2305. The road to assessing clinical trial-associated workload. ↗ · 2014 · Good, Marjorie J. et al. · indexed
2306. The study of the relationship between mental workload of nurses and maintaining human dignity of patients ↗ · 2023 · Rousta, Afsaneh et al. · indexed
2307. A Cognitive Efficiency Approach to Assessing Workload-Performance Tradeoffs in Human-Autonomy Teams ↗ · 2025 · Mullins, T'kara et al. · indexed
2308. Capturing Mental Workload Through Physiological Sensors in Human–Robot Collaboration: A Systematic Literature Review ↗ · 2025 · Pereira, Eduarda et al. · indexed
2309. Smartphone-based heart rate variability biofeedback training improves premenstrual and depressive symptoms as well as anxiety/stress symptoms and attentional executive control: a pilot study     ↗ · 2023 · Blaser, Berenike Lisa et al. · indexed
2310. A Theoretical Appraisal of the Dependence of Respiratory Sinus Arrhythmia on Gradual Vagal Blockade ↗ · 2004 · Pyetan, E. et al. · indexed
2311. Validity of the air traffic control specialist Nonradar Screen as a predictor of performance in radar-based air traffic control training. ↗ · 1994 · Broach, Dana et al. · indexed
2312. Paramedic Mental Workload in Pandemic Covid-19 Era ↗ · 2024 · Arifianto, Dedy et al. · indexed
2313. Handbook of Normative Data for Neuropsychological Assessment ↗ · 1999 · Mitrushina, Maura et al. · indexed
2314. A New Low Power Photoplethysmography Signal Acquisition System For Mental Stress Estimation ↗ · 2021 · Pandey, Rajeev Kumar et al. · indexed
2315. Power spectral analysis of heart rate variability in Type As and Type Bs during mental workload. ↗ · 1992 · Kamada, T et al. · indexed
2316. A crew task allocation and sequencing method considering workload distribution and minimum task completion time ↗ · 2024 · Sun, Jianhua et al. · indexed
2317. Development of a Wearable System Module for Monitoring Physical and Mental Workload ↗ · 2008 · Kim, Sinbae et al. · indexed
2318. A Virtual Versus an Augmented Reality Cooking Task Based-Tools: A Behavioral and Physiological Study on the Assessment of Executive Functions ↗ · 2019 · Chicchi Giglioli, Irene Alice et al. · indexed
2319. A-Cadre: Advanced Family of Manikins for Workstation Design ↗ · 2000 · Bittner, Alvah C. · indexed
2320. 0237 The relationship between heart rate variability and 5 year risk of cardiovascular disease: evidence from the taiwan bus driver cohort study ↗ · 2017 · Wang, Chung-Ching et al. · indexed
2321. Staffs’ physiological responses to irrelevant background speech and mental workload in open-plan bank office workspaces ↗ · 2023 · Golmohammadi, Rostam et al. · indexed
2322. Eyes wide open: Object-scene congruency and the pupillary response ↗ · 2025 · Agrawal, Annika et al. · indexed
2323. Analysing Noisy Driver Physiology Real-Time Using Off-the-Shelf Sensors: Heart Rate Analysis Software from the Taking the Fast Lane Project ↗ · 2019 · Van Gent, Paul et al. · indexed
2324. Gender Perception of Static Contents Based on Pupil Dilation in Cognitive Response ↗ · 2023 · Isiaka, Fatima et al. · indexed
2325. A Method of Filter Implementation Using Heterogeneous Computing System for Driver Health Monitoring ↗ · 2021 · Sinnapolu, Giribabu et al. · indexed
2326. Single-Trial Relationships Between the Error-Related Negativity, Pe, Error-Related Positivity, and Pupillary Responses ↗ · 2026 · Strayer, David L. · indexed
2327. Task-evoked pupil response for accurately-recognized accented speech ↗ · 2019 · McLaughlin, Drew Jordan et al. · indexed
2328. Pengaruh Proses Bubut Baja AISI 4140 terhadap Mental Workload dengan Metode NASA-TLX ↗ · 2021 · Indramayu, Politeknik Negeri et al. · indexed
2329. Intra-operative disruptions, surgeon’s mental workload, and technical performance in a full-scale simulated procedure ↗ · 2015 · Weigl, Matthias et al. · indexed
2330. Task-evoked pupil response for accurately recognized accented speech ↗ · 2020 · McLaughlin, Drew J. et al. · indexed
2331. Tourette Syndrome: Complementary Insights from Measures of Cognitive Control, Eyeblink Rate, and Pupil Diameter ↗ · 2015 · Tharp, Jordan A. et al. · indexed
2332. Mediating effect of moral sensitivity in the relationship between mental workload and patient privacy protection among operating room nurses in China: a cross-sectional study ↗ · 2025 · Tan, Ruyi et al. · indexed
2333. An Open-Source, Fully Customizable 5-Choice Serial Reaction Time Task Toolbox for Automated Behavioral Training of Rodents ↗ · 2022 · Morais Gancz, Julia et al. · indexed
2334. Evaluating Technicians’ Workload and Performance in Diagnosis for Corrective Maintenance ↗ · 2024 · Shin, Hyunjong et al. · indexed
2335. Prior Activity as a Determinant of Electrodermal Recovery Rate ↗ · 1981 · Edelberg, Robert et al. · indexed
2336. Can AI serve as a bridge between laboratory and real-world pupillometry? A perspective on real-world neuroscience ↗ · 2025 · Kuwamizu, Ryuta · indexed
2337. Information Domain Analysis of Respiratory Sinus Arrhythmia Mechanisms ↗ · 2018 · KROHOVA, J. et al. · indexed
2338. Student-Athletes’ Perceptions of the Serial 7s Dual-Task Concussion Testing Paradigm ↗ · 2026 · Wood, Tyler A. et al. · indexed
2339. Effects of transcranial electrical stimulation (tES) in visual search, vigilance, and working memory/inhibition tasks : Meta-analysis of findings from healthy populations ↗ · 2023 · Pobric, Gorana et al. · indexed
2340. Reliability of Effort Perception for Regulating Exercise Intensity in Children Using the Cart and Load Effort Rating (CALER) Scale ↗ · 2000 · Eston, Roger G. et al. · indexed
2341. Patterns and Predictors of Mental Workload Among Student Nurses: A Latent Profile Analysis ↗ · 2025 · Gan, Yanmei et al. · indexed
2342. An Evaluation of the Autonomic Nervous Activity and Psychomotor Vigilance Level for Smells in the Work Booth ↗ · 2024 · Yuda, Emi et al. · indexed
2343. Exploring Virtual Reality for the Assessment and Rehabilitation of Executive Functions ↗ · 2018 · Pedroli, Elisa et al. · indexed
2344. Effect Of Mental Workload And Moral Sensitivity On Nurse Performance In The Acute Inpatient Room Of The Prof. Dr. M. Ildrem Mental Hospital, Medan ↗ · 2024 · Esther Simatupang et al. · indexed
2345. Investigating the complexity of transitioning separation assurance tools into NextGen Air Traffic Control ↗ · 2013 · Martin, Lynne et al. · indexed
2346. Development of a flow rate monitoring method for the wearable ventricular assist device driver ↗ · 2014 · Ohnuma, Kentaro et al. · indexed
2347. Reliability and convergent validity of the Rey-Auditory Verbal Learning Test (RAVLT) against working memory tasks in a Serbian community sample ↗ · 2025 · Janićijević, Neda et al. · indexed
2348. Heart Rate Variability During Attention Phases in Young Infants ↗ · 1991 · Richards, John E. et al. · indexed
2349. Therapeutic Applications of Remote Aviation for Neurodiverse Individuals (TARA-ND): A Neuroergonomic Approach to Strength-Based Therapy for Neurodivergence · 2026 · Singh, Suvipra · archived
2350. Effect of Common Driving Sources to the Feedback Analysis of Heart Rate Variability ↗ · 2007 · Nishiyama, S. et al. · indexed
2351. Virtual Reality Adaptation Using Electrodermal Activity to Support the User Experience ↗ · 2022 · Chiossi, Francesco et al. · indexed
2352. Penilaian Beban Kerja Mental Menggunakan Nasa TLX Bagi Pengemudi Ojek Online di Kedungkandang Kota Malang · 2023 · Septiari, Renny et al. · archived
2353. Mental health assessment in undergraduate students using DASS21 and Visual Working Memory Task ↗ · 2021 · Baboo, Gautam Kumar et al. · indexed
2354. Virtual reality programs targeting executive functions and social cognition evaluation and/or rehabilitation in children with ADHD or ASD—A narrative review · 2025 · Doulou, Filippia et al. · archived
2355. Reduced mental load in learning a motor visual task with virtual 3D method ↗ · 2017 · Dan, A. et al. · indexed
2356. Design and Realization of a Wearable Necklace for the Assessment of Driver Well-Being Through Heart Rate and Blood Oxygen Saturation Monitoring ↗ · 2024 · Affanni, Antonio et al. · indexed
2357. Analysis of Mental Workload in Online Shopping: Are Augmented and Virtual Reality Consistent? ↗ · 2017 · Zhao, Xiaojun et al. · indexed
2358. Technique and applications of device driver dynamic loading ↗ · 1993 · Liu, Yuan-Kwei et al. · indexed
2359. Time‐variant modelling of heart rate responses to exercise intensity during road cycling ↗ · 2012 · Lefever, Joris et al. · indexed
2360. Assessment of attentional function and impulsivity using 5-choice serial reaction time task/3-choice serial reaction time task ↗ · 2009 · Ohmura, Yu et al. · indexed
2361. Giving aromatherapy to reduce mental workload of human resources department employees of company X ↗ · 2024 · Irmawati, Ayu · indexed
2362. The Effect of Mental Workload on Nurses' Caring Behaviors: The Mediating Role of Secondary Traumatic Stress - A Cross-Sectional Correlational Study ↗ · 2025 · Baghaei, Rahim et al. · indexed
2363. EEG and eye-fixation related potentials in children with ADHD ↗ · 2024 · Buczkowicz, Piotr et al. · indexed
2364. Mental Workload Analysis of Student Members of the Mosque Management Committee at Campus X Using NASA-TLX ↗ · 2026 · Alfani, Musaddad et al. · indexed
2365. Montefinese M, Vinson D, Ambrosini E. Pupil response to false memory modulated by feature similarity (PrePrint) ↗ · 2017 · Montefinese, Maria et al. · indexed
2366. Cross‐national comparison and validation of the Alzheimer's Disease Assessment Scale: results from the European Harmonization Project for Instruments in Dementia (EURO‐HARPID) ↗ · 2004 · Verhey, Frans R.J. et al. · indexed
2367. Alleviating premenstrual symptoms with smartphone-based heart rate variability biofeedback training: a pilot study ↗ · 2024 · Blaser, Berenike Lisa et al. · indexed
2368. Development of physical-based demand response-enabled residential load models ↗ · 2012 · Shao, Shengnan et al. · indexed
2369. Cognitive Load Management: An Invaluable Tool for Safe and Effective Surgical Training ↗ · 2023 · Howie, Emma E et al. · indexed
2370. P-053 RETURNING TO WORK ON TRAIN DRIVER WITH BILATERAL CENTRAL SEROUS CHORIORETINOPATHY: A CASE REPORT ↗ · 2024 · Septiawan, Eka Surya et al. · indexed
2371. Intraindividual reaction time variability, respiratory sinus arrhythmia, and children's externalizing problems ↗ · 2020 · Zhang, Runzhu et al. · indexed
2372. Research on torque measurement in flight test for all-moving horizontal tail based on spiral driver ↗ · 2024 · Min, Meng et al. · indexed
2373. Dual-task cost of the Enhanced Gait Variability Index in community-dwelling older adults ↗ · 2022 · Tiernan, Chad et al. · indexed
2374. Feasibility of a noninvasive photoplethysmography-based wearable chest patch for cardiac output assessment during exercise compared with thermodilution right heart catheterization ↗ · 2026 · Stücker, Bernd et al. · indexed
2375. Cognitive Load Reduction: Practical Interventions to Mitigate Implicit Bias ↗ · 2023 · Costa, Mary · indexed
2376. Flying qualities of a remotely piloted vehicle ↗ · 1992 · BRENEMAN, KEVIN et al. · indexed
2377. Operator workload analysis on coconut tree climbing using portable coconut climbing equipment ↗ · 2021 · Dhafir, M et al. · indexed
2378. AI-based Cognitive Load and Drowsiness Detection using Eye Images ↗ · 2026 · Telrandhe, Ayushi Vinod et al. · indexed
2379. Artifact Correction in Short-Term HRV during Strenuous Physical Exercise ↗ · 2020 · Królak, Aleksandra et al. · indexed
2380. Transcranial Doppler ultrasonic assessment of middle cerebral artery blood flow velocity changes during verbal and visuospatial cognitive tasks ↗ · 1994 · Hartje, Wolfgang et al. · indexed
2381. Nursing Education and Mental Workload of Academicians During Coronavirus Pandemic ↗ · 2024 · YILMAZ, Kübra et al. · indexed
2382. Is Motivation Associated with Mental Fatigue during Padel Trainings? A Pilot Study ↗ · 2021 · Díaz-García, Jesús et al. · indexed
2383. Interactions Between Visual Working Memory, Attention, and Color Categories: a Pupillometry Study ↗ · 2021 · Wilschut, Thomas et al. · indexed
2384. Mapping cerebral pulse pressure and arterial compliance over the adult lifespan with optical imaging · 2017 · Tan, Chin Hong et al. · archived
2385. Effect of Exercise Intensity on Psychomotor Vigilance During an Incremental Endurance Exercise in Under-19 Soccer Players ↗ · 2022 · González-Fernández, Francisco Tomás et al. · indexed
2386. Development of Virtual Reality Continuous Performance Test Utilizing Social Cues for Children and Adolescents with Attention-Deficit/Hyperactivity Disorder ↗ · 2019 · Eom, Hyojung et al. · indexed
2387. Analisis Beban Kerja Fisik Dan Mental Terhadap Rider Grab Menggunakan Metode Cardiovascular Load (CVL) Dan Subjective Workload Assesment Technique (SWAT) (Studi Kasus: Rider Grab Domisili Kelurahan Balas Klumprik Kecamatan Wiyung) ↗ · 2023 · Muhammad Zaky Mubarok et al. · indexed
2388. Analisis Beban Kerja Mental Mahasiswa saat Perkuliahan Online Synchronous dan Asynchronous Menggunakan Metode Rating Scale Mental Effort ↗ · 2020 · Didin, Fatin Saffanah et al. · indexed
2389. Effect of Workload and Pedalling Rate on Physiological Response for Male Worker ↗ · 2025 · Patil, Prithviraj et al. · indexed
2390. A Comparison of the Autism Treatment Evaluation Checklist (ATEC) and the Childhood Autism Rating Scale (CARS) for the Quantitative Evaluation of Autism ↗ · 2013 · Geier, David A. et al. · indexed
2391. An HD-tDCS-EEG study on individual differences in the stability of sustained attention ↗ · 2025 · Okazaki, Yuka et al. · indexed
2392. Signal Quality Index Based on Template Cross-Correlation in Multimodal Biosignal Chair for Smart Healthcare ↗ · 2021 · Hong, Seunghyeok et al. · indexed
2393. Cognitive assessment at bedside for iPad: A preliminary validation of a novel cognitive test for stroke patients ↗ · 2016 · Willer, Lasse et al. · indexed
2394. INITIAL EXPERIENCE USING THE THORATEC® MOBILE COMPUTER IN CONJUNCTION WITH THE TLC-II VENTRICULAR ASSIST DEVICE DRIVER ↗ · 2003 · Sobieski, M et al. · indexed
2395. Baseline respiratory sinus arrhythmia and heart rate responses during sustained visual attention in preterm infants from 3 to 6 months of age ↗ · 1994 · RICHARDS, JOHN E. · indexed
2396. A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment ↗ · 2023 · Baradaran, Yasaman et al. · indexed
2397. Comparison of cardiovascular response to combined static-dynamic effort, postprandial dynamic effort and dynamic effort alone in patients with chronic ischemic heart disease. ↗ · 1982 · Hung, J et al. · indexed
2398. Variations of Trail Runner’s Fitness Measures across a Season and Relationships with Workload ↗ · 2021 · Matos, Sérgio et al. · indexed
2399. The 1600-M Run and Multistage 20-M Shuttle Run as Predictive Tests of Aerobic Capacity in Children ↗ · 1992 · Anderson, Gregory S. · indexed
2400. Device for easily measuring of the torque of an implant hand driver ↗ · 2016 · Sato, Yuji et al. · indexed
2401. Eye-Tracking and Biometric Feedback in UX Research: Measuring User Engagement and Cognitive Load ↗ · 2026 · Majumder, Aaditya Shankar · indexed
2402. Fluid responsiveness in ARDS: current evidence, knowledge gaps, and future directions — a scoping review of the literature ↗ · 2026 · Alvarado-Sánchez, Jorge Iván et al. · indexed
2403. OOP Response of THOR and Hybrid-III 50th% ATDs ↗ · 2006 · Kang, Jian et al. · indexed
2404. “Association of Cognitive Load and Cognitive Fatigue in Artificial Intelligence Dependent Research Scholars” ↗ · 2025 · Tambe, Dr.Tejaswini · indexed
2405. Measurement of Total Dissolved Solids and Total Suspended Solids in Water Systems: A Review of the Issues, Conventional, and Remote Sensing Techniques ↗ · 2023 · Adjovu, Godson Ebenezer et al. · indexed
2406. AI-driven prediction of plant physiological traits in hemp using UAV-based multispectral imagery ↗ · 2026 · Sidhu, Harjot et al. · indexed
2407. COVID-19 and VILI: developing a mobile app for measurement of mechanical power at a glance ↗ · 2021 · Senzi, Angelo et al. · indexed
2408. Assessment of Bilateral Asymmetry in Cycling Using a Commercial Instrumented Crank System and Instrumented Pedals ↗ · 2014 · Bini, Rodrigo R. et al. · indexed
2409. Cognitive Load Optimization for Contact Center Agents Using Real-Time Monitoring and AI-Driven Workload Balancing ↗ · 2023 · Arcot, Siva Venkatesh · indexed
2410. Influence of mental workload on the performance of anesthesiologists during induction of general anesthesia: a patient simulator study ↗ · 2016 · Sato, Hitoshi · indexed
2411. Supine and sitting maximal workload difference and response to long‐term enalapril therapy in congestive heart failure ↗ · 1985 · Pöyhönen, Lauri · indexed
2412. Optimal workload allocation for performance evaluation on multi-core automotive ECUs ↗ · 2017 · Paranjape, Sneha et al. · indexed
2413. A dual high-current high-voltage driver ↗ · 1994 · Shields, R. et al. · indexed
2414. Enhancing Retail Loyalty App UX Evaluation: A Multimethod Approach Combining Surveys, EEG, and Eye Tracking ↗ · 2026 · Berčík, Jakub et al. · indexed
2415. Effects of immersive virtual reality classrooms on students' academic achievement, motivation and cognitive load in science lessons ↗ · 2022 · Liu, Ruixue et al. · indexed
2416. Peak Space Motion Artifact Cancellation Applied to Textile Electrode Waist Electrocardiograms Recorded During Outdoors Walking and Jogging ↗ · 2022 · Hopenfeld, Bruce · indexed
2417. INFLUENCE OF CHEWING PROCESS ON RESPIRATORY SINUS ARRHYTHMIA ↗ · 2024 · D.A., Dimitriev et al. · indexed
2418. Quantum cascade laser driver in multiple trace gas monitoring ↗ · 2019 · Hongzhu, Xi et al. · indexed
2419. Driver-Driven relationship between the Tokyo Stock Exchange Indices-TOPIX and NIKKEI ↗ · 2018 · Joseph, T Treesa et al. · indexed
2420. Low-Frequency Anodal Transcranial Pulsed Current Stimulation (0.5–5 Hz): Effects on EEG Band Amplitude, Interhemispheric Coherence, and Cognitive Performance ↗ · 2026 · Malekahmad, Mona et al. · indexed
2421. Stress lactate in mitochondrial myopathy under constant, unadjusted workload ↗ · 2004 · Finsterer, J. et al. · indexed
2422. Bipolar waveform generator for time limited response when driving RC loads ↗ · 2007 · van der Merwe, P.J. et al. · indexed
2423. Wait, what? Assessing stereotype incongruities using the N400 ERP component ↗ · 2009 · White, Katherine R. et al. · indexed
2424. A 1.544 Mb/s CMOS Line Driver for 22.8 Ohm Load ↗ · 1989 · Herrmann, H. et al. · indexed
2425. Most probable number technique in <i>Escherichia coli</i> count using ISO 16649‐3, ISO 7251, and rapid test enumeration device (TEMPO EC) methods in milk and dairy products ↗ · 2018 · Yörük, Nuray Gamze · indexed
2426. A 100ps GaAs Pin Driver Suitable for High-Speed Test Systems ↗ · 1987 · Taylor, Stewart S. · indexed
2427. Optimal Pressure Regulation of the Pneumatic Ventricular Assist Device With Bellows‐Type Driver ↗ · 2009 · Lee, Jung Joo et al. · indexed
2428. A Near-Infrared Heart Rate Sensor IC With Very Low Cutoff Frequency using Current Steering Technique ↗ · 2005 · Wong, A. et al. · indexed
2429. AI Adaptive Metacognitive Scaffolding for English for Academic Purposes (EAP) Reading: A Cognitive Load-Optimized Framework for Higher Education EAP Instruction ↗ · 2026 · Zhang, Jiagang et al. · indexed
2430. Systematic review of the mechanisms driving effective blood flow during adult CPR ↗ · 2014 · Georgiou, Marios et al. · indexed
2431. Nutrient load acts as a driver of gut microbiota load, community composition and metabolic functionality in the simulator of the human intestinal microbial ecosystem ↗ · 2021 · Minnebo, Yorick et al. · indexed
2432. Nano emulsified diesel - biodiesel blend selection through a MCDM technique ↗ · 2020 · Swathi, Aakula et al. · indexed
2433. Facial thermography during nasal provocation tests with histamine and allergen ↗ · 1993 · Seppey, M. et al. · indexed
2434. On Resistance Calculation for Autonomous Underwater Vehicles ↗ · 2011 · Song, Fang Xi et al. · indexed
2435. IGBT Junction Temperature Measurement via Quasi-threshold Voltage Under Constant Current Source Driver ↗ · 2020 · Wang, Kaihong et al. · indexed
2436. Liquid Refractive Index Measurement System Based on Electrowetting Lens ↗ · 2019 · Li, Shi-Long et al. · indexed
2437. Ocean ventilation as a driver of interannual variability in atmospheric potential oxygen ↗ · 2008 · Hamme, Roberta C. et al. · indexed
2438. Alternative approach to the DART mission by the use of gravity assist maneuvers with the Moon and solar sails ↗ · 2023 · Ribeiro, Rebeca S. et al. · indexed
2439. Elaboration of nanoparticles for theranostic applications : In vivo imaging and drug delivery ↗ · 2026 · Ahmed, Naveed · indexed
2440. Inhibition of Uncoupling Protein 2 Attenuates Cardiac Hypertrophy Induced by Transverse Aortic Constriction in Mice ↗ · 2015 · Ji, Xiao-Bing et al. · indexed