capacity resource theory
Capacity and resource theory of attention and mental workload: limited-capacity models of cognition, multiple-resource theory, unitary capacity and mental effort, resource allocation and competition, and the theoretical basis of mental workload as demand on limited processing resources. The foundational theory of cognitive limitation. Unlike dual_task_multitasking, which is the empirical performance of concurrent tasks, this is the theoretical account of why interference arises; unlike workload_measurement, which quantifies demand in a specific study, this is the construct and theory of capacity itself; unlike executive_function, which names control operations, this names the limited resource those operations draw upon.
Also in Cognitive Psychology Foundations
- attention selective divided1287
- executive function1275
- inattentional change blindness1181
- visual search1023
- working memory828
- sustained attention vigilance816
- prospective memory interruptions730
- task switching613
- signal detection theory493
- dual task multitasking399
- multisensory crossmodal394
- stress arousal performance301
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Instruments & Measures
39 of 234 declare it
234 paper(s) · ranked by relevance to this topic
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Multiple Resources and Mental Workload · 2008 · Wickens, Christopher D. · archived
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Working Memory Capacity · 2016 · Cowan, Nelson · archived
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Dissociation of Performance and Subjective Measures of Workload ↗ · 1988 · Yeh, Yei-Yu et al. · indexed
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Workload capacity spaces: A unified methodology for response time measures of efficiency as workload is varied ↗ · 2011 · Townsend, James T. et al. · indexed
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Evaluating a new index of mental workload in real ATC situation using psychophysiological measures ↗ · 2003 · Averty, P. et al. · indexed
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State of science: mental workload in ergonomics · 2014 · Young, Mark S. et al. · archived
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Human Mental Workload: A Survey and a Novel Inclusive Definition · 2022 · Longo, Luca et al. · archived
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Toward a Rational and Mechanistic Account of Mental Effort ↗ · 2017 · Shenhav, Amitai et al. · indexed
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Cognitive Load in Cross‐Modal Dual‐Task Processing ↗ · 2015 · Morrison, Natalie M. V. et al. · indexed
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Working Memory Capacity · 2010 · Cowan, Nelson · archived
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The Dissociation between Subjective Workload and Performance: A Multiple Resource Approach ↗ · 1983 · Wickens, Christopher D. et al. · indexed
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Threaded cognition: An integrated theory of concurrent multitasking. ↗ · 2008 · Salvucci, Dario D. et al. · indexed
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Cognitive load theory, educational research, and instructional design: some food for thought ↗ · 2009 · de Jong, Ton · indexed
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Mental workload prediction based on attentional resource allocation and information processing ↗ · 2015 · Xiao, Xu et al. · indexed
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Evolution of Models of Working Memory and Cognitive Resources ↗ · 2016 · Wingfield, Arthur · indexed
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A new semantic vigilance task: vigilance decrement, workload, and sensitivity to dual-task costs ↗ · 2015 · Epling, Samantha L. et al. · indexed
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Is Attention Really Effort? Revisiting Daniel Kahneman's Influential 1973 Book Attention and Effort · 2018 · Bruya, Brian et al. · archived
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Attention and automation: New perspectives on mental underload and performance ↗ · 2002 · Young, Mark S. et al. · indexed
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On the Rational Boundedness of Cognitive Control: Shared Versus Separated Representations ↗ · 2020 · Musslick, Sebastian et al. · indexed
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The Multiple Resource Theory and Model. Some Misconceptions in Data Interpretations ↗ · 2024 · Wickens, Christopher D. · indexed
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How Many Resources and How to Identify Them? Commentary on Boles et al. and Vidulich and Tsang ↗ · 2007 · Wickens, Christopher D. · indexed
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Dual-Task Performance: Theoretical Analysis and an Event-Coding Account · 2020 · Hommel, Bernhard · archived
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Malleable Attentional Resources Theory: A New Explanation for the Effects of Mental Underload on Performance · 2002 · Young, Mark S. et al. · archived
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Divided attention effects in visual search are caused by objects not by space ↗ · 2022 · Moore, Cathleen M. et al. · indexed
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Review and reappraisal of modelling and predicting mental workload in single- and multi-task environments ↗ · 2000 · Xie, Bin et al. · indexed
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Pupillometry to assess Air Traffic Controller workload through the Mental Workload Model ↗ · 2015 · Rodríguez, Sara et al. · indexed
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Working Memory Capacity as Executive Attention · 2002 · Engle, Randall W · archived
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Predicting operator mental workload using a time-based algorithm ↗ · 2010 · Wang, Wenbi et al. · indexed
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The Measurement of Attention Capacity through Concurrent Task Performance with Individual Difficulty Levels and Shifting Priorities ↗ · 1974 · Gopher, Daniel et al. · indexed
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Working memory as internal attention: Toward an integrative account of internal and external selection processes ↗ · 2012 · Kiyonaga, Anastasia et al. · indexed
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All-or-none bottleneck versus capacity sharing accounts of the psychological refractory period phenomenon ↗ · 2002 · Tombu, Mike et al. · indexed
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Cognitive workload measurement and modeling under divided attention. · 2019 · Strayer, David L. et al. · archived
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Separating cognitive capacity from knowledge: a new hypothesis · 2007 · Cowan, Nelson · archived
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Individual Differences in Working Memory Capacity and Dual-Process Theories of the Mind. · 2004 · Engle, Randall W · archived
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A prediction model of the mental workload of pilots based on improved multiple resource theory ↗ · 2025 · Pei, Huining et al. · indexed
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Visual working memory capacity: from psychophysics and neurobiology to individual differences ↗ · 2013 · Luck, Steven J. et al. · indexed
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Engaging the human operator: a review of the theoretical support for the vigilance decrement and a discussion of practical applications ↗ · 2019 · Neigel, Alexis R. et al. · indexed
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Limitations of working memory capacity: The cognitive and social consequences ↗ · 2017 · Gruszka, Aleksandra et al. · indexed
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Attentional Limitations in Doing Two Tasks at the Same Time · 1992 · Pashler, Harold · archived
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Mapping between cognitive theories and psycho-physiological models of attention system performance ↗ · 2023 · Guidetti, Oliver A et al. · indexed
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Mental Workload Modeling in an Integrated Cognitive Architecture ↗ · 2011 · Cao, Shi et al. · indexed
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Focusing on Attention: The Effects of Working Memory Capacity and Load on Selective Attention ↗ · 2012 · Ahmed, Lubna et al. · indexed
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Time Constraints and Resource Sharing in Adults' Working Memory Spans. ↗ · 2004 · Barrouillet, Pierre et al. · indexed
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Competing for cognitive resources: Measuring workload in a time pressured dual-task environment. · 2018 · Strayer, David L. et al. · archived
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Failure of self-consistency in the discrete resource model of visual working memory ↗ · 2018 · Bays, Paul M. · indexed
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The Magical Mystery Four · 2010 · Cowan, Nelson · archived
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Competing task and attentional resources: Exploring the limits of primary-secondary paradigm ↗ · 1987 · Stankov, Lazar · indexed
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Working Memory and Attention – A Conceptual Analysis and Review · 2019 · Oberauer, Klaus · archived
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Working memory’s workload capacity · 2015 · Strayer, David L. et al. · archived
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Utility of Secondary Task as a Workload Assessment Technique ↗ · 1991 · Tsang, Pamela S. et al. · indexed
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Effect of Task Modality on Dual-Task Performance, Response Time, and Ratings of Operator Workload ↗ · 2012 · Scerra, Veronica E. et al. · indexed
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Modeling Performance Measures and Self-Ratings of Workload in a Visual Scanning Task ↗ · 2011 · Cassenti, Daniel N. et al. · indexed
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A central capacity sharing model of dual-task performance. ↗ · 2003 · Tombu, Michael et al. · indexed
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Modeling and Predicting Mental Workload in En Route Air Traffic Control: Critical Review and Broader Implications ↗ · 2007 · Loft, Shayne et al. · indexed
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What is the relationship between mental workload factors and cognitive load types? ↗ · 2011 · Galy, Edith et al. · indexed
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Model-Based Estimation and Prediction of Task-Imposed Mental Workload ↗ · 1983 · Madni, Azad M. et al. · indexed
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The Effect of Planning, Strategy Learning, and Working Memory Capacity on Mental Workload · 2020 · Radüntz, Thea · archived
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Predictive Performance Models and Multiple Task Performance ↗ · 1989 · Wickens, Christopher D. et al. · indexed
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Stabilising the Foreground: A Formal Theory of Cognitive Effort ↗ · 2026 · Bhardwaj, Kshiteesh · indexed
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Executive Attention, Working Memory Capacity, and a Two-Factor Theory of Cognitive Control · 2003 · Engle, Randall W · archived
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Defining Cognitive Workload Through Individual Differences in Capacity-Resource Limitations and Cybersecurity Performance ↗ · 2024 · Cole, Kelly A. et al. · indexed
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Working memory capacity and the top-down control of visual search: Exploring the boundaries of "executive attention". ↗ · 2006 · Kane, Michael J. et al. · indexed
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Prediction of Mental Workload in Single and Multiple Tasks Environments ↗ · 2000 · Xie, Bin et al. · indexed
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Increased working memory load does not modulate the attentional blink ↗ · 2022 · Skiba, Helena et al. · indexed
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Revisiting the debate on germane cognitive load versus germane resources ↗ · 2022 · Greenberg, Kevin et al. · indexed
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Is there a Relationship between Task Demand and Storage Space in Tests of Working Memory Capacity? ↗ · 1995 · Towse, John N. et al. · indexed
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Dual-task interference in simple tasks: Data and theory. · 1994 · Pashler, Harold · archived
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A neuroergonomics perspective on mental workload predictions in Jens Rasmussen’s SRK framework ↗ · 2017 · Cegarra, Julien et al. · indexed
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A Systematic Review of Empirical Measures of Workload Capacity ↗ · 2020 · Thorpe, Alexander et al. · indexed
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Divided attention limits perception of object shapes but not simple features ↗ · 2012 · Scharff, A. et al. · indexed
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Multiple routes to mind wandering: Predicting mind wandering with resource theories ↗ · 2019 · Randall, Jason G. et al. · indexed
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Spikes not slots: noise in neural populations limits working memory ↗ · 2015 · Bays, Paul M. · indexed
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A capacity theory of comprehension: Individual differences in working memory. ↗ · 1992 · Just, Marcel A. et al. · indexed
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Mental workload evaluation model of receiver aircraft pilots based on multiple resource theory ↗ · 2023 · Pei, Huining et al. · indexed
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A proposed methodology for the prediction of mental workload, based on engineering system parameters ↗ · 1994 · Bi, Shuxin et al. · indexed
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Attention mediates the flexible allocation of visual working memory resources. ↗ · 2017 · Emrich, Stephen M. et al. · indexed
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Corrigendum: Human mental workload: A survey and a novel inclusive definition · 2022 · Longo, Luca et al. · archived
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Working Memory Capacity and Visual–Verbal Cognitive Load Modulate Auditory–Sensory Gating in the Brainstem: Toward a Unified View of Attention ↗ · 2012 · Sörqvist, Patrik et al. · indexed
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Working memory capacity accounts for the ability to switch between object-based and location-based allocation of visual attention ↗ · 2014 · Bleckley, M. Kathryn et al. · indexed
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Characterizing alterations in attention networks under high mental workload · 2026 · Wu, Lin et al. · archived
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Working Memory: Theories, Models, and Controversies · 2011 · Baddeley, Alan · archived
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Event-Related Brain Potentials and Resource Allocation: From Dual-Task Decrements to Dual-Task Integrality ↗ · 1985 · Kramer, Arthur F. et al. · indexed
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The precision of visual working memory is set by allocation of a shared resource ↗ · 2009 · Bays, Paul M. et al. · indexed
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Using divided attention to assess multi-face processing capacity limits ↗ · 2022 · Lee, Samantha C. et al. · indexed
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Predicting Dual-Task Performance With the Multiple Resources Questionnaire (MRQ) ↗ · 2007 · Boles, David B. et al. · indexed
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The multicomponent model of working memory fifty years on · 2024 · Hitch, Graham J. et al. · archived
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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
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Precision of phonological errors in aphasia supports resource models of phonological working memory in language production ↗ · 2023 · Black, Jenah et al. · indexed
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Profiling cognitive workload in an unmanned vehicle control task with cognitive models and physiological metrics ↗ · 2022 · Stevens, Christopher A. et al. · indexed
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Working memory and retrieval: A resource-dependent inhibition model. · 1994 · Engle, Randall W · archived
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The contribution of working memory to divided attention ↗ · 2011 · Santangelo, Valerio et al. · indexed
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Building Bridges Between Self-Regulation and Cognitive Load—an Invitation for a Broad and Differentiated Attempt ↗ · 2020 · Seufert, Tina · indexed
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On the law relating processing to storage in working memory. · 2011 · Barrouillet, Pierre et al. · archived
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Visual Working Memory Performance is Determined by the Allocation of Attentional Resources: Evidence from Probabilistic Cueing ↗ · 2015 · Lockhart, Holly et al. · indexed
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Working memory capacity and sustained attention: A cognitive-energetic perspective. ↗ · 2020 · Unsworth, Nash et al. · indexed
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Variation in Working Memory Capacity as Variation in Executive Attention and Control · 2008 · Engle, Randall W · archived
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A Validation of SWAT as a Measure of Workload Induced by Changes in Operator Capacity ↗ · 1990 · Hankey, Jonathan M. et al. · indexed
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Resource or slot model in visual working memory: Are they different? ↗ · 2024 · Hojjati, Fatemeh et al. · indexed
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Mental Workload in Medicine: Foundations, Applications, Open Problems, Challenges and Future Perspectives ↗ · 2016 · Longo, Luca · indexed
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Is the cognitive system much more robust than anticipated? Dual-task costs and residuals in working memory. ↗ · 2021 · Belletier, Clément et al. · indexed
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Physiological Characteristics of Capacity Constraints in Working Memory as Revealed by Functional MRI ↗ · 1999 · Callicott, J. H. · indexed
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Processing resource demands of failure detection in dynamic systems. ↗ · 1979 · Wickens, C. D. et al. · indexed
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An Expansive Survey, in Clear and Vivid Form: Proctor and Vu's (2023) <i>Attention</i> ↗ · 2023 · McCarley, Jason S. et al. · indexed
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Depression and Memory: Are Impairments Remediable Through Attentional Control? ↗ · 1994 · Hertel, Paula T. · indexed
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A computational theory of executive cognitive processes and multiple-task performance: Part 2. Accounts of psychological refractory-period phenomena. ↗ · 1997 · Meyer, David E. et al. · indexed
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The Resource King is dead! Long live the Resource King! · 1999 · Towse, John N. et al. · archived
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The Relationship between Mental Workload and Situation Awareness ↗ · 2000 · Vidulich, Michael A. · indexed
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As Time Goes By · 2012 · Barrouillet, Pierre et al. · archived
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Dual-task interference with equal task emphasis: Graded capacity sharing or central postponement? · 2003 · Ruthruff, Eric et al. · archived
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An Embedded-Processes Model of Working Memory · 1999 · Cowan, Nelson · archived
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Attentional selection within and across hemispheres: implications for the perceptual load theory ↗ · 2012 · Wei, Ping et al. · indexed
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The cognitive load effect in working memory: Refreshing the empirical landscape, removing outdated explanations ↗ · 2025 · Langerock, Naomi et al. · indexed
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The Sources of Dual-task Costs in Multisensory Working Memory Tasks ↗ · 2019 · Katus, Tobias et al. · indexed
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Divided attention and visual search for simple versus complex features ↗ · 2003 · Davis, Elizabeth T. et al. · indexed
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Measuring the Workload of Sustained Attention: Further Evaluation of the Multiple Reources Questionnaire ↗ · 2008 · Boles, David B. et al. · indexed
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Attention control, memory updating, and emotion regulation temporarily reduce the capacity for executive control. ↗ · 2007 · Schmeichel, Brandon J. · indexed
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Does Depleting Self-Control Result in Poorer Vigilance Performance? ↗ · 2018 · Satterfield, Kelly et al. · indexed
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Attentional resources in timing: Interference effects in concurrent temporal and nontemporal working memory tasks · 1997 · Brown, Scott W. · archived
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Effects of mental workload on involuntary attention: A somatosensory ERP study ↗ · 2017 · Mun, Sungchul et al. · indexed
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Individual differences in working memory capacity and workload capacity ↗ · 2014 · Yu, Ju-Chi et al. · indexed
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Nine Ways to Reduce Cognitive Load in Multimedia Learning ↗ · 2003 · Mayer, Richard E. et al. · indexed
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Does working memory capacity predict cross-modally induced failures of awareness? ↗ · 2016 · Kreitz, Carina et al. · indexed
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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
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Working memory, attention and their relationship: A theoretical overview · 2021 · Angelopoulou, Effrosyni et al. · archived
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The Limits of Multiple Resource Theory in Display Formatting: Effects of Task Integration ↗ · 1984 · Boles, David B. et al. · indexed
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An opportunity cost model of subjective effort and task performance ↗ · 2013 · Kurzban, Robert et al. · indexed
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Flexible attention allocation to visual and auditory working memory tasks: manipulating reward induces a trade-off ↗ · 2010 · Morey, Candice Coker et al. · indexed
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Preface to the special section on measuring cognitive workload in human factors ↗ · 2021 · Biondi, FN et al. · indexed
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Spreading the sparing: against a limited-capacity account of the attentional blink ↗ · 2005 · Olivers, Christian N. L. et al. · indexed
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Cue‐Based Processing Capacity, Cognitive Load and the Completion of Simulated Short‐Duration Vigilance Tasks in Power Transmission Control ↗ · 2014 · Small, Aaron J. et al. · indexed
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Auditory Working Memory Load Impairs Visual Ventral Stream Processing: Toward a Unified Model of Attentional Load ↗ · 2010 · Klemen, Jane et al. · indexed
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Cholinergic blockade and human information processing: are we asking the right questions? ↗ · 1994 · Rusted, Jennifer · indexed
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Assessment of mental workload in a sorting task: a game-based approach ↗ · 2023 · Emmatty, Francis J. et al. · indexed
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Assessment of mental workload in a sorting task: a game-based approach ↗ · 2023 · Lasin, Padinharakam et al. · indexed
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On the capacity of attention: Its estimation and its role in working memory and cognitive aptitudes · 2005 · Cowan, Nelson · archived
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A dynamic closed-looped and multidimensional model for Mental Workload evaluation ↗ · 2016 · Kostenko, A. et al. · indexed
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The Effects of Mental Fatigue on Effort Allocation: Modeling and Estimation ↗ · 2021 · Wang, Zhide et al. · indexed
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Evolutionary Perspective on Human Cognitive Architecture in Cognitive Load Theory: a Dynamic, Emerging Principle Approach ↗ · 2023 · Kalyuga, Slava · indexed
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Mental Workload: Definition and Measurement Review ↗ · 2025 · Prasetyo, Ridwan Aji Budi et al. · indexed
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Interpretive Load and Cognitive Depletion in Knowledge Work Cognitive mechanisms behind ambiguity processing in organizational environments ↗ · 2026 · Nogarotto, Luca · indexed
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Cognitive Load Theory: Implications for medical education: AMEE Guide No. 86 ↗ · 2014 · Young, John Q. et al. · indexed
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Visual working memory is better characterized as a distributed resource rather than discrete slots ↗ · 2010 · Huang, L. · indexed
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The binding pool: A model of shared neural resources for distinct items in visual working memory ↗ · 2014 · Swan, Garrett et al. · indexed
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Attentional Dynamics Reveal Cognitive Motivation and Effort Allocation ↗ · 2026 · Li, Jing-Jing et al. · indexed
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Lagun’s law and the foundations of cognitive drive architecture: A first principles theory of effort and performance ↗ · 2025 · Lagun, Nikesh · indexed
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A defeasible reasoning framework for human mental workload representation and assessment ↗ · 2015 · Longo, Luca · indexed
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Influence of mental workload on muscle endurance, fatigue, and recovery during intermittent static work ↗ · 2011 · Mehta, Ranjana K. et al. · indexed
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Multiple Resource Theory and Consumer Processing of Broadcast Advertisements: An Involvement Perspective ↗ · 1991 · Smith, Robert E. et al. · indexed
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The number of objects determines visual working memory capacity allocation for complex items ↗ · 2015 · Balaban, Halely et al. · indexed
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Cognitive Load Theory: New Conceptualizations, Specifications, and Integrated Research Perspectives ↗ · 2010 · Paas, Fred et al. · indexed
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Beyond the theoretical and pedagogical constraints of cognitive load theory, and towards a new cognitive philosophy in education ↗ · 2024 · Kim, Minkang et al. · indexed
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From Cognitive Load Theory to Collaborative Cognitive Load Theory ↗ · 2018 · Kirschner, Paul A. et al. · indexed
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Cognitive Reappraisal: The Bridge between Cognitive Load and Emotion ↗ · 2024 · Brockbank, Rebecca B. et al. · indexed
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Beyond Cognitive Load Theory: Why Learning Needs More than Memory Management ↗ · 2026 · Sortwell, Andrew et al. · indexed
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Well-Being as a Cognitive Load Reducing Agent: A Review of the Literature ↗ · 2019 · Hawthorne, Benjamin. S. et al. · indexed
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Are we missing ‘the single most important thing for teachers to know’? Cognitive Load Theory and Learning Development ↗ · 2025 · White, Steven · indexed
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Effects of mental fatigue on sensory and capacity limits of visual attention ↗ · 2010 · Gergely, Kalmár · indexed
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Cognitive load in internal medicine: What every clinical teacher should know about cognitive load theory ↗ · 2019 · Mancinetti, Marco et al. · indexed
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Cognitive load theory in the context of second language academic writing ↗ · 2018 · A. F, Nawal · indexed
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NEUROEDUCATION AND COGNITIVE LOAD: THEORETICAL FOUNDATIONS AND PEDAGOGICAL IMPLICATIONS IN HIGHER EDUCATION ↗ · 2025 · Lukianenko, Nataliia · indexed
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The TGTS Model A Biologically Gated Framework for Reflective Cognition and Cognitive Load ↗ · 2025 · Rigley, Kevin Patrick · indexed
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Join us to discuss cognitive load on Monday 7th June at 2pm #SIGCSE ↗ · 2021 · Hull, Duncan · indexed
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Making instructional animations more effective: a cognitive load approach ↗ · 2007 · Ayres, Paul et al. · indexed
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BRIDGING MAYER’S COGNITIVE THEORY OF MULTIMEDIA LEARNING AND COMPUTATIONAL THINKING IN TACKLING THE COGNITIVE LOAD ISSUES AMONG YOUNG DIGITAL NATIVES: A CONCEPTUAL FRAMEWORK ↗ · 2022 · Wan Ali, Wan Nor Ashiqin et al. · indexed
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MANAGING WORKING MEMORY AND COGNITIVE LOAD IN SIMULTANEOUS INTERPRETATION ↗ · 2026 · Mohinur, Qayimova · indexed
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Attention, Collaboration, and Re-engagement: A Review of Cognitive Dynamics in Digital Learning ↗ · 2025 · Fox, Noah · indexed
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COVID-19 Disruptions in Health Professional Education: Use of Cognitive Load Theory on Students' Comprehension, Cognitive Load, Engagement, and Motivation ↗ · 2021 · Hadie, Siti Nurma Hanim et al. · indexed
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Mental Arithmetic and Its Impact on the Development of Mathematical Abilities ↗ · 2025 · Master of Pedagogy Director, Neuro Mental Math LLC Leading Expert in Mental Arithmetic Minnesota, USA et al. · indexed
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A produção intelectual em RBV: uma incursão bibliométrica nos principais periódicos nacionais ↗ · 2014 · Lebbos Favoreto, Ricardo et al. · indexed
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Efficient optimization techniques for resource allocation in UAVs mission framework · 2023 · Razzaq, Sohail et al. · archived
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Explore the Reform and Practice of College English Flipped Classroom Teaching Model from the Perspective of Cognitive Load Theory ↗ · 2019 · Zhu, Chunying · indexed
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Post-COVID-19 Scenarios of Global Airline Traffic until 2040 That Reflect Airport Capacity Constraints and Mitigation Strategies ↗ · 2021 · Gelhausen, Marc Christopher et al. · indexed
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Towards the improvement of the sustainability in sustainable HRM: The role of system strength ↗ · 2021 · Mashhady, Arash · indexed
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Performance evaluation of a priority‐based resource allocation scheme for multiclass services in IoT ↗ · 2019 · Alqahtani, Salman A. · indexed
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Energy Management in Buildings with Intermittent and Limited Renewable Resources · 2018 · Barata, Filipe et al. · archived
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Joint Channel Allocation and Power Control Based on Long Short-Term Memory Deep Q Network in Cognitive Radio Networks ↗ · 2020 · Ye, Zifeng et al. · indexed
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