urban rural setting

Built-environment type and setting: urban vs suburban vs rural context, city versus highway driving, and how the broad environmental setting shapes driving behavior and crash patterns. This is the categorical environment a trip occurs in, NOT the moment-to-moment vehicle crowding within it (traffic_density) and NOT the visual busyness of any one scene (road_complexity).

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

1. Home neighborhood, Driving Exposure and Safety among Older Adults: a Mediation Analysis from the LongROAD Study · 2024 · Shi, X M et al. · archived
2. Volume 1: Urban Driver Mental Frameworks and Implications · 2023 · Eluru, Naveen et al. · archived
3. Developing a Taxonomy of Human Errors and Violations That Lead to Crashes · 2019 · Khattak, Asad et al. · archived
4. Examining Heterogeneity of Driver Behavior with Temporal and Spatial Factors ↗ · 2013 · Ellison, Adrian B. et al. · indexed
5. Combined Behavioral and Engineering Approach to Preventing Highway Fatalities · 2022 · Blandford, Benjamin et al. · archived
6. Characteristics of Crashes Caused by Distracted Driving on Rural and Suburban Roadways in Jordan ↗ · 2021 · Al-Rousan, Taleb et al. · indexed
7. Crashes and Injuries on Rural Roads in Alaska – Toward a Better Understanding of Rural Safety Issues Through Linked Data and Environmental Factors Task B: Environmental and Geometric Safety Factors of Rural Crashes · 2025 · Vasudevan, Vinod · archived
8. Brazilian Road Traffic Fatalities: A Spatial and Environmental Analysis · 2014 · de Andrade, Luciano et al. · archived
9. Factors associated with traffic crashes on urban freeways ↗ · 2020 · Kassu, Aschalew et al. · indexed
10. Effects of Urban Street Environment on Operating Speeds · 2008 · Dixon, Karen K. et al. · archived
11. Analysis of driver injury severity in single-vehicle crashes on rural and urban roadways ↗ · 2016 · Wu, Qiong et al. · indexed
12. Investigation of Rural Roadway Departures · 2022 · Burbidge, Shaunna K. et al. · archived
13. Analysis of Different Groups of Drivers and Their Related Driving Behaviour in Urban Areas ↗ · 2011 · Losa, Massimo et al. · indexed
14. Connected and automated driving: consideration of the local, spatial context and spatial differentiation ↗ · 2023 · Bruck, Emilia M. et al. · indexed
15. Characterization of Motorcyclist Aggressive Driving Behavior in Urban and Suburban Environments: A Case Study of a Single Motorcyclist. ↗ · 2026 · Mendes L et al. · indexed
16. Comparing Real-World Behaviors of Drivers With High versus Low Rates of Crashes and Near-Crashes ↗ · 2009 · Klauer, S. G. et al. · indexed
17. Identifying Mental Frameworks Underlying Driver Behavior in Urban Contexts [Summary] · 2024 · Carver, DeWayne et al. · archived
18. Motivations for Speeding - Additional Data Analysis · 2016 · Richard, Christian M. et al. · archived
19. Demographic factors and traffic crashes. Part 1, descriptive statistics and models · 1998 · Aty, M. A. et al. · archived
20. Factors influencing visual search in complex driving environments. · 2016 · Hunter, Michael P. et al. · archived
21. The impact of road traffic context on secondary task engagement while driving · 2023 · Cuentas-Hernandez, Sandra et al. · archived
22. Highway versus Urban Roads ↗ · 2014 · Yazici, Anil et al. · indexed
23. The Interrelationships between Speed Limits, Geometry, and Driver Behavior · 2018 · Savolainen, Peter T. et al. · archived
24. Development of Secondary Highway Accident Countermeasures through Induced Exposure Analysis with Census Information (Phase 2 of Accidents of Secondary Highways and Counter-measures) · 1999 · Stamatiadis, Nikiforos et al. · archived
25. Effects of Urban Characteristics on Traffic Accidents · 2025 · Al-Masaeid, Hashem R. et al. · archived
26. Motivations for Speeding - Additional Data Analysis [Traffic Tech] · 2016 · NHTSA · archived
27. Highway safety issues of older drivers in Kansas : final report. · 2009 · Dissanayake, Sunanda et al. · archived
28. Generational Perspective on Teen and Older Drivers on Traffic Safety in Rural and Urban Communities · 2008 · Manser, Michael P. et al. · archived
29. Investigating the effects of roadway design on driver behavior : applications for Minnesota highway design · 1999 · Scallen, S. et al. · archived
30. Traffic safety and the rural road environment: Assessing the impact of combined roadway conditions on crash incidence ↗ · 2022 · Ambunda, R et al. · indexed
31. Comparison between the risks in road safety behaviour in urban and rural areas in Latvia in 2016 · 2019 · Bukova-Zideluna, Aija et al. · archived
32. Analysis of SHRP2 Speeding Data · 2020 · Richard, Christian M. et al. · archived
33. Data mining the Kansas traffic-crash database : final report. · 2009 · Najjar, Yacoub M. et al. · archived
34. PATTERNS OF ROAD USE AND PERCEPTIONS OF DRIVING RISK BY NEW ZEALAND DRIVERS ↗ · 2003 · Charlton, Samuel G. et al. · indexed
35. Highway Safety Culture Assessment through Louisiana’s Regions [Summary] · 2023 · Schneider, Helmut et al. · archived
36. Finding strategies to improve pedestrian safety in rural areas · 2001 · Ivan, John N. et al. · archived
37. Effects of roadway factors and demographic characteristics on drivers’ perceived complexity of simulated roadway videos ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
38. Naturalistic Driving Database Development and Analysis of Crash and near-Crash Traffic Events in Honolulu · 2021 · Prevedouros, Panos D et al. · archived
39. A stated-preference study of the willingness-to-pay to reduce traffic risk in urban vs. rural roads · 2013 · Antoniou, Constantinos · archived
40. Variations in Driver Behavior: An Analysis of Car-Following Behavior Heterogeneity as a Function of Road Type and Traffic Condition · 2017 · Berthaume, Andrew et al. · archived
41. An analysis of influential factors associated with rural crashes in a developing country: A case study of Iran · 2022 · Sheykhfard, Abbas et al. · archived
42. The Potential Impact of Driving Cessation for Rural and Urban Older Adults: AAA LongROAD Study · 2019 · AAA Foundation for Traffic Safety · archived
43. Multilevel analysis of urban form and road safety: An application for developing-country cities ↗ · 2026 · Barrera-Jimenez, Humberto · indexed
44. Motivations for Speeding [Traffic Tech] · 2012 · NHTSA · archived
45. Urban Sprawl as a Risk Factor in Motor Vehicle Occupant and Pedestrian Fatalities · 2015 · Ewing, Reid et al. · archived
46. Incorporating systems thinking approach in a multilevel framework for human-centered crash analysis ↗ · 2019 · Adanu, Emmanuel Kofi et al. · indexed
47. Variation in drivers' cognitive load. Effects of driving through village areas and rural junctions · 1991 · Harms, Lisbeth · archived
48. Statistical Analysis of Vehicle Crashes in Mississippi Based on Crash Data from 2010 to 2014 · 2017 · Wang, Feng et al. · archived
49. A Context-sensitive Street Classification Framework for Speed Limit Setting · 2024 · Griswold, Julia B et al. · archived
50. Rural and urban fatal pedestrian crashes among United States American Indians and Alaskan Natives. ↗ · 2003 · LaValley, Jonathon et al. · indexed
51. Impact of Travel Patterns and Driving Behavior on Crash Involvement · 1983 · Benson, Stephen D. · archived
52. Reducing energy use and emissions through innovative technologies and community designs. · 2016 · Khattak, Asad J. et al. · archived
53. A Driving Simulator Evaluation of Cross-Sectional Design Elements and the Resulting Driving Behaviors · 2017 · Gongalla, Bhavana et al. · archived
54. Creating Pedestrian Crash Scenarios in a Driving Simulator Environment ↗ · 2015 · Chrysler, Susan T. et al. · indexed
55. Accidents on Main Rural Highways Related to Speed, Driver, and Vehicle · 1964 · Solomon, David · archived
56. Application of the Induced Exposure Method to Compare Risks of Traffic Crashes among Different Types of Drivers under Different Environmental Conditions ↗ · 2001 · Redondo-Calderon, J. L. · indexed
57. Community design and the incidence of crashes involving pedestrians and motorists aged 75 and older. · 2012 · Dumbaugh, Eric et al. · archived
58. Identifying Highly Correlated Variables Relating to the Potential Causes of Reportable Wisconsin Traffic Crashes · 2019 · Qin, Xiao et al. · archived
59. A Review of Research on Driving Styles and Road Safety ↗ · 2015 · Sagberg, Fridulv et al. · indexed
60. Linking built environments and pre-crash pedestrian behaviors: A Safe Systems approach to crash severity ↗ · 2026 · Park, Shinah et al. · indexed
61. Motivations for Speeding, Volume I: Summary Report · 2012 · Richard, Christian M. et al. · archived
62. USRAP Pilot Program Phase III · 2010 · AAA Foundation for Traffic Safety · archived
63. Street Racing: Prevalence, Participation, and Public Concern · 2026 · AAA Foundation for Traffic Safety · archived
64. Human Behavioral Factors Influencing Speeding on a High-Risk Inter-Urban Corridor in Nigeria: Evidence for Policy Reform within a Safe System Framework ↗ · 2026 · Owonibi, Sunday et al. · indexed
65. How do driving behavior and attitudes toward road safety vary between developed and developing countries? Evidence from Iran and the Netherlands ↗ · 2023 · Das, Subasish · indexed
66. Impact of Road Environment on Occurrence and Injury Severity in Hit-And-Run Crash · 2023 · Wei, Bai · archived
67. Examining spatial heterogeneity in built environment and climate factors affecting motorcycle crashes. ↗ · 2026 · Li, Y et al. · indexed
68. Motivations for Speeding, Volume II: Findings Report · 2013 · Richard, Christian M. et al. · archived
69. Engineering Countermeasures to Mitigate Reckless Driving Behavior · 2025 · Guler, S. Ilgin et al. · archived
70. Driving with Influence: Exploring Crash Factors of Automated Systems in Different Roadway Contexts ↗ · 2026 · Astle, W. Abram et al. · indexed
71. Aggressive driving in ride-hailing: Work hours and road conditions ↗ · 2025 · Lee, Eun Hak et al. · indexed
72. Task acceptability and workload of driving city streets, rural roads, and expressways : ratings from video clips. · 2007 · Schweitzer, Jason et al. · archived
73. Examining the crash severity on divided rural multilane highway segments using multilevel ordinal logistic models ↗ · 2019 · Peng, Yichuan et al. · indexed
74. Assessment of the Impact of Namibian Rural Road Characteristics on Crash Incidence · 2020 · Ambunda, Robert et al. · archived
75. Naturalistic Driving Data Baseline for Automated Driving System-Equipped Commercial Motor Vehicles · 2021 · Krum, Andrew et al. · archived
76. Analysis of Single-Vehicle Roadway Departure Crashes on Rural Curved Segments Accounting for Unobserved Heterogeneity ↗ · 2020 · Islam, Mouyid et al. · indexed
77. Using Naturalistic Driving Data to Develop a Typology of Speeding Episodes ↗ · 2017 · Richard, Christian M. et al. · indexed
78. Uncovering the association between traffic crashes and street-level built-environment features using street view images ↗ · 2023 · Hu, Sheng et al. · indexed
79. Risk Factors Associated with Crash Severity on Low-Volume Rural Roads in Denmark ↗ · 2013 · Prato, Carlo Giacomo et al. · indexed
80. A Study on Driving Performance Along Horizontal Curves of Rural Roads · 2014 · Calvi, Alessandro · archived
81. Can infrastructure improvements mitigate unsafe traffic safety culture: A driving simulator study exploring cross cultural differences · 2020 · Uzondu, Chinebuli et al. · archived
82. The role of control in risk perception on rural roads · 2020 · Starkey, Nicola J. et al. · archived
83. Probing into Driver Speeding Patterns and Their Influence on Child Occupancy in Urban Areas ↗ · 2023 · Das, Subasish · indexed
84. Analysis of roadway departure crashes on two-lane rural roads in Texas. · 2011 · Lord, Dominique et al. · archived
85. Differences in Near-Crash Risk by Types of Distraction: A Comparison of Trends between Freeways and Two-Lane Highways using Naturalistic Driving Data ↗ · 2022 · Bamney, Anshu et al. · indexed
86. Travel and the Built Environment: A Synthesis ↗ · 2001 · Ewing, Reid et al. · indexed
87. Harnessing ambient sensing & naturalistic driving systems to understand links between driving volatility and crash propensity in school zones – A generalized hierarchical mixed logit framework · 2020 · Wali, Behram et al. · archived
88. Design Factors That Affect Driver Speed on Suburban Streets ↗ · 2001 · Fitzpatrick, Kay et al. · indexed
89. Drivers’ Response to Scenarios when Driving Connected and Automated Vehicles Compared to Vehicles with and without Driver Assist Technology · 2022 · Gouribhatla, Raghuveer et al. · archived
90. Characterizing phone usage while driving: Safety impact from road and operational perspectives using factor analysis ↗ · 2021 · Das, Subasish · indexed
91. Understanding speeding behavior from naturalistic driving data: Applying classification based association rule mining · 2020 · Das, Subasish · archived
92. Examining Hotspots of Traffic Collisions and their Spatial Relationships with Land Use: A GIS-Based Geographically Weighted Regression Approach for Dammam, Saudi Arabia ↗ · 2020 · Rahman, Muhammad Tauhidur et al. · indexed
93. Factors Affecting Accident Severity Inside and Outside Urban Areas in Greece ↗ · 2012 · Theofilatos, Athanasios et al. · indexed
94. Transportation Safety Training in Rural Areas: An Exploration of Virtual Reality and Driving Simulation in Driver Response and Awareness · 2023 · Long, Suzanna K et al. · archived
95. Analysis of Naturalistic Driving Event Data ↗ · 2011 · Jovanis, Paul P. et al. · indexed
96. State-of-the-art review on sustainable driving behavior: trade-offs between road safety, fuel consumption and emissions ↗ · 2026 · Petraki, Virginia et al. · indexed
97. Crash analysis of mountainous freeways with high bridge and tunnel ratios using road scenario-based discretization. · 2020 · Sun, Zongyuan et al. · archived
98. Usage Guidelines of SHRP 2 Naturalistic Driving Study Data for Nevada · 2016 · Xu, Hao et al. · archived
99. Effect of daily car-following behaviors on urban roadway rear-end crashes and near-crashes: A naturalistic driving study ↗ · 2021 · Wang, Xuesong et al. · indexed
100. Development of Safety Screening Tool for High Risk Rural Roads in South Dakota · 2011 · Qin, X. et al. · archived
101. Operating-Speed Model for Low-Speed Urban Tangent Streets Based on In-Vehicle Global Positioning System Data ↗ · 2006 · Wang, Jun et al. · indexed
102. A spatial autocorrelation analysis of road traffic crash by severity using Moran’s I spatial statistics: A comparative study of Addis Ababa and Berlin cities ↗ · 2024 · Gedamu, Wondwossen Taddesse et al. · indexed
103. Research Utilizing SHRP2 Data to Improve Highway Safety: Development of Speed—Safety Relationships · 2020 · Hutton, Jessica M. et al. · archived
104. How Travel Purpose Interacts with Predictors of Individual Driving Behavior in Greater Montreal · 2020 · DeWeese, James et al. · archived
105. A Framework to Enhance the Transferability of the SHRP2 Naturalistic Driving Study by Considering Heterogeneity of Driver Behavior Using Spatial-Temporal Factors in a Trajectory Level ↗ · 2018 · Ghasemzadeh, Ali et al. · indexed
106. Spatio-temporal analysis of road traffic crashes by severity ↗ · 2025 · Gedamu, Wondwossen Taddesse et al. · indexed
107. Objectively Derived and Self-Reported Measures of Driving Exposure and Patterns Among Older Adults: AAA LongROAD Study · 2019 · AAA Foundation for Traffic Safety · archived
108. The Impacts of the Multiscale Built Environment on Commuting Mode Choice: Spatial Heterogeneity, Moderating Effects, and Implications for Demand Estimation ↗ · 2023 · Jian, Wenliang et al. · indexed
109. Traffic safety climate factors in explaining driving behaviours and traffic crash involvement: comparative study among male and female drivers · 2022 · Atombo, Charles et al. · archived
110. Exploration of the SHRP2 naturalistic driving study data to identify factors related to the selection of freeway ramp design speed. · 2017 · Brewer, Marcus A. et al. · archived
111. National Survey of Speeding and Other Unsafe Driving Actions. Volume 2, Driver Attitudes and Behavior · 1998 · Boyle, John M., 1947- et al. · archived
112. Epidemiology of pedestrian–MVCs by road type in Cluj, Romania ↗ · 2015 · Hamann, Cara et al. · indexed
113. Holistically Identifying Road Complexity and Relating It to Fatal Crashes · 2025 · Wang, Meng et al. · archived
114. Route Familiarity in Road Safety: Speed Choice and Risk Perception Based on a On-Road Study ↗ · 2015 · Colonna, Pasquale et al. · indexed
115. Identifying Optimal High-Risk Driver Segments for Safety Messaging ↗ · 2015 · Eguakun, George et al. · indexed
116. Traffic Safety Climate Factors in Explaining Driving Behaviours and Traffic Crash Involvement: Comparative Study Among Male and Female Drivers · 2022 · Atombo, Charles et al. · archived
117. Does familiarity breed competence or contempt? Effects of driver experience, road type and familiarity on hazard perception ↗ · 2019 · Beanland, Vanessa et al. · indexed
118. Segment level safety analysis using lane-changing behavior and driving volatility features from connected vehicle trajectories · 2025 · Han, Lei et al. · archived
119. Understanding Driving Behaviors and Traffic Crashes among University Commuter Drivers ↗ · 2025 · Alshehri, Abdulaziz H. · indexed
120. Analysis of the impact of nighttime driving to drivers’ behavior in rural roads through a driving simulator experiment · 2020 · Pavlou, Dimosthenis et al. · archived
121. Considering Traffic and Roadway Context in Driver Behavior Assessments ↗ · 2016 · Liang, Yulan et al. · indexed
122. Macrolevel Model Development for Safety Assessment of Road Network Structures ↗ · 2012 · Wang, Xuesong et al. · indexed
123. Identification of Specific Problems and Countermeasures Targets for Reducing Alcohol Related Casualties [1978] · 1978 · Perchonok, Kenneth · archived
124. Analysis of Driver’s Socioeconomic Characteristics Relating to Speeding Behavior and Crash Involvement: A Case Study in Lahore ↗ · 2022 · Javid, Muhammad Ashraf et al. · indexed
125. Situational Action Theory to Understand Risky Driving Behaviours in Beach Environments · 2024 · Anderson, Levi et al. · archived
126. Investigating Car Users’ Driving Behaviour through Speed Analysis · 2017 · Eboli, Laura et al. · archived
127. Traffic Fatalities on Urban Roads and Streets in Relation to Speed Limits and Speeding, United States, 2010–2019 · 2022 · AAA Foundation for Traffic Safety · archived
128. Understanding the Factors That Are Associated with Motorcycle Crash Severity in Rural and Urban Areas of Ghana ↗ · 2021 · Agyemang, William et al. · indexed
129. HumanFIRST Driving Simulation Educational Development · 2019 · Morris, Nichole L. et al. · archived
130. Effects of Environmental Lighting Conditions on Operating Speeds on Urban Arterials ↗ · 2012 · Bassani, Marco et al. · indexed
131. DEVELOPMENT OF TEST SCENARIOS FOR OFF-ROADWAY CRASH COUNTERMEASURES BASED ON CRASH STATISTICS ↗ · 2002 · Najm, Wassim G et al. · indexed
132. Driver performance and behavior in adverse weather conditions : an investigation using the SHRP2 naturalistic driving study data—phase 1. · 2015 · Ahmed, Mohamed M. et al. · archived
133. Analysis of severe and non-severe traffic crashes on wet and dry highways ↗ · 2019 · Kassu, Aschalew et al. · indexed
134. Evaluating the relationship between the driver and roadway to address rural intersection safety using the SHRP 2 naturalistic driving study data. · 2016 · Oneyear, Nicole et al. · archived
135. Female and male driving behaviour on Swedish urban roads and streets ↗ · 2006 · Aronsson, K F et al. · indexed
136. Evaluating the road safety effects of a fuel cost increase measure by means of zonal crash prediction modeling · 2013 · Pirdavani, Ali et al. · archived
137. Passing Zone Behavior and Sight Distance on Rural Highways: Evaluation of Crash Risk and Safety under Different Geometric Conditions · 2018 · Belz, Nathan et al. · archived
138. ARE MEN OR WOMEN BETTER DRIVERS ↗ · 1975 · Weber, Matthias · indexed
139. A Sustainable Approach to How Roadway Recognition Affects Drivers’ Speed Choice ↗ · 2024 · Ribeiro, Ruy Santos et al. · indexed
140. Anticipatory guidance provision related to driving safety/cessation for older drivers : a rural-urban comparison. · 2014 · Huseth, Andrea · archived
141. Effects of local urban characteristics and driving behaviour on injuries among pedestrians and cyclists in Malta · 2025 · Attard, Maria et al. · archived
142. Understanding the influence of environmental factors on driver speed: A structural equation modeling analysis ↗ · 2024 · Das, Subasish · indexed
143. Causative Factors and Countermeasures for Rural and Suburban Pedestrian Accidents: Accident Data Collection and Analysis–Appendices · 1977 · Knoblauch, Richard L. et al. · archived
144. Exploring Naturalistic Driving Study (NDS) Data and Roadway Information Database (RID) for Emerging Applications in Traffic Safety · 2016 · Ishak, Sherif et al. · archived
145. Social Interaction Patterns in Driver Behavior: An Introductory Review ↗ · 1976 · Wilde, Gerald J.S. · indexed
146. Patterns of near-crash events in a naturalistic driving dataset: Applying rules mining · 2021 · Das, Subasish · archived
147. Local and Rural Road Safety Briefing Sheets - Behavioral Safety Strategies for Drivers on Rural Roads · 2014 · NHTSA · archived
148. Safety Assessment of New England Roadways During the COVID-19 Pandemic · 2023 · Shirazi, Mohammadali et al. · archived
149. ASPECTS OF ROAD LAYOUT THAT AFFECT DRIVERS' PERCEPTION AND RISK TAKING ↗ · 1980 · Watts, G R et al. · indexed
150. County-Level Crash Risk Analysis in Florida: Bayesian Spatial Modeling ↗ · 2010 · Huang, Helai et al. · indexed
151. Exploring traffic safety climate with driving condition and driving behaviour: a random parameter structural equation model approach ↗ · 2021 · Xiao, Daiquan et al. · indexed
152. Comparison of automated vehicle struck-from-behind crash rates with national rates using naturalistic data · 2021 · Goodall, Noah J. · archived
153. Road Accident Prediction Models and Influence of Traffic Flow, Road Length, Road Class, and Vehicle Class on Accidents ↗ · 2008 · Memon, Abdul Qadeer · indexed
154. Investigating the Effect of Subsistence Opportunities on Motor Vehicle Crash Frequency in Alaska · 2025 · Belz, Nathan P. · archived
155. Space-time analysis of accident frequency and the role of built environment in mitigation ↗ · 2024 · Soltani, Alì et al. · indexed
156. Safety First: Safety Precautions on a Rural Road · 2005 · Lewis, Sherman et al. · archived
157. Trade-offs in traffic: does being mainly a car driver or a cyclist affect adaptive behaviour while driving and cycling? · 2020 · Nygårdhs, Sara et al. · archived
158. An Exploratory Analysis of Curve Trajectories on Two-Lane Rural Highways ↗ · 2018 · Mauriello, Filomena et al. · indexed
159. Multi-source enriched driving behavior models A driving simulator case study in Germany ↗ · 2025 · Al Haddad, Christelle et al. · indexed
160. Gendered Analysis of Fatal Crashes among Young Drivers in Alabama, USA ↗ · 2018 · Adanu, Emmanuel Kofi et al. · indexed
161. Assessing the risk of pedestrian crossing behavior on suburban roads using structural equation model ↗ · 2024 · Kavianpour, Shahrbanoo et al. · indexed
162. Analysis and methods of improvement of safety at high-speed rural intersections. · 2012 · Tarko, Andrew P. et al. · archived
163. Evaluating the Relationship Between the Driver and the Roadway to Address Rural Intersection Safety by Using SHRP2 Naturalistic Driving Study Data and the Roadway Information Database · 2024 · Oneyear, Nicole et al. · archived
164. Safety Models for Urban Four-Lane Undivided Road Segments ↗ · 2004 · Hauer, Ezra et al. · indexed
165. Investigation on the Use of Urban Road Pricing as a Road Safety Intervention: A Discrete Choice Experiment ↗ · 2026 · Barrera-Jimenez, Humberto · indexed
166. Combined influence of traffic conditions, driving behavior, and type of road on fuel consumption. Real driving data from Madrid Area ↗ · 2022 · Boggio-Marzet, Alessandra et al. · indexed
167. Automated Vehicle Recommendations for Texas: A Study of Highway and Urban Operational Design Domains · 2023 · Chin, Kristie et al. · archived
168. An Approach for the Selection and Description of Elements Used to Define Driving Scenarios · 2021 · Rao, Sughosh J. et al. · archived
169. Accidents and Accessibility: Measuring Influences of Demographic and Land Use Variables in Honolulu, Hawaii ↗ · 2010 · Kim, Karl et al. · indexed
170. Risk factors in urban road traffic accidents · 2006 · Vorko-Jović, Ariana et al. · archived
171. Driver Injury Severity Resulting from Single-Vehicle Crashes along Horizontal Curves on Rural Two-Lane Highways ↗ · 2009 · Schneider, William H. et al. · indexed
172. A Data-Driven Approach to Implementing Wrong-Way Driving Countermeasures · 2018 · Alluri, Priyanka et al. · archived
173. Factors associated with crash severity on rural roadways in Wyoming ↗ · 2016 · Shinstine, Debbie S. et al. · indexed
174. Assessing School Travel Safety in Scotland: An Empirical Analysis of Injury Severities for Accidents in the School Commute ↗ · 2022 · Fountas, Grigorios et al. · indexed
175. Analysis of SHRP2 Speeding Data [Traffic Tech] · 2020 · NHTSA · archived
176. Influence of Roadside Infrastructure on Driving Behavior ↗ · 2007 · van der Horst, Richard et al. · indexed
177. Young Driver Survey [Traffic Tech] · 2019 · NHTSA · archived
178. Missouri Highway Safety Manual Recalibration [2018-01] · 2018 · Sun, Carlos et al. · archived
179. The regional differences between countries in traffic safety: A cross-cultural study and Turkish Case ↗ · 2006 · Özkan, Türker · indexed
180. Crash prediction model for two-lane rural highways in the Ashanti region of Ghana ↗ · 2011 · Ackaah, Williams et al. · indexed
181. Uncovering variability in human driving behavior through automatic extraction of similar traffic scenes from large naturalistic datasets · 2022 · Abbink, David A. · archived
182. Association of Michigan’s older adult crashes with roadway features : final report. · 2017 · Kwigizile, Valerian et al. · archived
183. Macro-Level Modeling of Urban Transportation Safety: Case-Study of Mashhad (Iran) · 2017 · Mohammadi, Mehdi et al. · archived
184. Experiencing moose and landscape while driving: A simulator and questionnaire study · 2015 · Antonson, Hans et al. · archived
185. Classification of Level 2 Driving Events Observed on Public Roads · 2021 · Rao, Sughosh J. et al. · archived
186. Modeling Operating Speed: Synthesis Report. Chapter 2: Speed Models in North America · 2011 · Dimaiuta, Michael et al. · archived
187. Uncovering Variability in Human Driving Behavior Through Automatic Extraction of Similar Traffic Scenes from Large Naturalistic Datasets · 2023 · Abbink, David A. · archived
188. Fatal Wrong-Way Crashes on Divided Highways, United States, 2014-2023 · 2026 · AAA Foundation for Traffic Safety · archived
189. Freeways’ Road Safety Analysis Through Accident Database and Human Behavior ↗ · 2025 · Brasile, Claudia et al. · indexed
190. Road traffic crash circumstances and consequences among young unlicensed drivers: A Swedish cohort study on socioeconomic disparities · 2010 · Lucie, Laflamme et al. · archived
191. Investigation of pedestrian crashes on two-way two-lane rural roads in Ethiopia · 2015 · Tulu, Getu Segni et al. · archived
192. Defining Contextual Variables Related to Seat Belt Use in Fatal Crashes · 2021 · Raymond, Paula et al. · archived
193. Truck-involved crashes injury severity analysis for different lighting conditions on rural and urban roadways · 2017 · Uddin, Majbah et al. · archived
194. Driving with intelligent vehicles: driving behaviour with Adaptive Cruise Control and the acceptance by individual drivers ↗ · 1999 · Hoedemaeker, D.M. · indexed
195. Overview of traffic safety aspects and design in road tunnels ↗ · 2016 · Bassan, Shy · indexed
196. Influence of Intersection Density on Risk Perception of Drivers in Rural Roadways: A Driving Simulator Study ↗ · 2022 · Basu, Samyajit et al. · indexed
197. Similarities and Differences in the Determinants of Trips Outdoors Performed by UK Urban- and Rural-Living Older Adults · 2015 · de Koning, Jolanthe L. et al. · archived
198. EFFECT OF LANE WIDTH, SHOULDER WIDTH, AND SHOULDER TYPE ON HIGHWAY SAFETY ↗ · 1987 · Zegeer, Charles V. et al. · indexed
199. Exploring the Influences of Point-of-Interest on Traffic Crashes during Weekdays and Weekends via Multi-Scale Geographically Weighted Regression ↗ · 2021 · Qu, Xinyu et al. · indexed
200. Differences in street-scale built environment preferences towards biking: a latent class analysis of stated choice data · 2021 · Liu, Yanan et al. · archived
201. Land Use and Mobility: a Synthesis of Findings and Policy Implications ↗ · 2003 · Meurs, H et al. · indexed
202. A Data-Driven Functional Classification of Urban Roadways Based on Geometric Design, Traffic Characteristics, and Land Use Features ↗ · 2022 · Mehdian, Mostafa et al. · indexed
203. Urban Arterial Accident Prediction Models with Spatial Effects ↗ · 2009 · El‐Basyouny, Karim et al. · indexed
204. Ageing in Suburban Neighbourhoods: Planning, Densities and Place Assessment · 2019 · Ioannou, Byron · archived
205. Factors Affecting Car Fuel Consumption ↗ · 1993 · Redsell, M et al. · indexed
206. THE USE AND ABUSE OF DRIVING CYCLE RESEARCH: CLARIFYING THE RELATIONSHIP BETWEEN TRAFFIC CONGESTION, ENERGY AND EMISSIONS ↗ · 1984 · Newman, Peter et al. · indexed
207. Reliable, robust, and comprehensive risk assessment framework for urban autonomous driving ↗ · 2022 · Noh, Samyeul et al. · indexed
208. Shifting Landscapes, Escalating Risks: How Land Use Conversion Shapes Long-Term Road Crash Outcomes in Melbourne ↗ · 2025 · Soltani, Ali et al. · indexed
209. Mode use in long-distance travel ↗ · 2015 · Reichert, Alexander et al. · indexed
210. Assessment of impact of vehicle traffic conditions: urban, rural and highway, on the results of pollutant emissions inventory · 2021 · Bebkiewicz, Katarzyna et al. · archived
211. The Potential for Rail Transit as a Way to Mitigate Accident Risk ↗ · 2016 · Srinivasan, Sumeeta · indexed
212. Exploring the effect of mountainous terrain on weather-related crashes ↗ · 2024 · Ogungbire, Abimbola et al. · indexed
213. Investigating Travel Behavior and Air Quality in Northern Utah · 2024 · Singleton, Patrick A. et al. · archived
214. Ungulate vehicle collisions in a peri-urban environment: consequences of transportation infrastructures planned assuming the absence of ungulates. · 2014 · Zuberogoitia, Iñigo et al. · archived
215. DRIVING PATTERN VARIABILITY AND IMPACTS ON VEHICLE CARBON MONOXIDE EMISSIONS ↗ · 1995 · LeBlanc, David C. et al. · indexed
216. Highway Regional Classification Method Based on Traffic Flow Characteristics for Highway Safety Assessment ↗ · 2021 · Baek, Jongdae · indexed
217. Rural-urban disparity in knowledge and compliance with traffic signs among young commercial motorcyclists in selected local government areas in Oyo State, Nigeria ↗ · 2016 · Olumide, Adesola et al. · indexed
218. Identification of Prior Factors Influencing the Mode Choice of Short Distance Travel ↗ · 2015 · Li, Ming et al. · indexed
219. Transportation Patterns of Adults With Travel-Limiting Disabilities in Rural and Urban America · 2022 · Myers, Andrew et al. · archived
220. A Comparison of Concentration Trends of Road Salt in Streams of Urbanized and Rural areas in Kingston · 2025 · Fang, Angela · archived
221. Red de autopistas urbanas: estimación de los efectos territoriales en la Ciudad de Buenos Aires = Urban expressways network: Estimate of the territorial effects on the City of Buenos Aires ↗ · 2021 · Numpaque, Augusto Tovar · indexed
222. Spatial Variations of Commuting Behavior and Their Impact Factors in Shanghai Metropolitan Area · 2022 · Li, Kaiming et al. · archived
223. Spatially contextualized analysis of energy use for commuting in India ↗ · 2019 · Ahmad, Sohail et al. · indexed
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230. Safe Streets, Livable Streets · 2005 · Dumbaugh, Eric et al. · archived
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233. New models of road transport system · 2019 · Yedilbayev, Bauyrzhan et al. · archived
234. THE SUITABLE SIZE OF RESIDENTIAL AREAS: A THEORETICAL STUDY WITH TESTING TO PRACTICAL EXPERIENCES ↗ · 1999 · Minnen, Joeri · indexed
235. Integrating road network topology, remote sensing, and explainable machine learning to assess urban ecological resilience ↗ · 2026 · Alqadhi, Saeed et al. · indexed
236. WHAT MAKES A BEAUTIFUL DAY IN THE NEIGHBORHOOD? PLACE AS A CONTRIBUTOR TO FUNCTION IN LATER LIFE ↗ · 2022 · Rosso, Andrea · indexed
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239. Comparing FAHP and FANP Methods in Locating Multi-storey Parking Sites Shiraz’s CBD · 2024 · Dehghani, Alireza et al. · archived
240. Public transport accessibility, car use, and residential status: Discrete modal choices of university students in Lyon (France) ↗ · 2026 · BOUZOUINA, Louafi et al. · indexed
241. A Simulation-Based Approach to the Characterisation of Urban Traffic Network Vulnerability · 2016 · Snobar, Naser · archived
242. Berlin Pankow: a 15-min city for everyone? A case study combining accessibility, traffic noise, air pollution, and socio-structural data · 2023 · Glock, Jan-Peter et al. · archived
243. SPATIAL ANALYSIS OF FIRES IN VILNIUS CITY IN 2010–2012 · 2015 · Vasiliauskas, Darius et al. · archived
244. A spatial land use clustering framework for investigating the role of land use in mediating the effect of meteorology on urban air quality ↗ · 2021 · Montazeri, Amir et al. · indexed
245. Patterns, drivers, and trends of urban cooling demand across global cities. · 2026 · Mondal, N et al. · archived
246. Proactive sustainable university transportation: Marginal effects, intrinsic values, and university students' mode choice ↗ · 2016 · Zhou, Jiangping · indexed
247. The influence of tariffs on passenger choice of transportation mode in a suburban connection · 2025 · Bandrivskyi, Pavlo et al. · archived
248. What Parameters Influence the Spatial Variations in CO2 Emissions from Road Traffic in Berlin? Implications for Urban Planning to Reduce Anthropogenic CO2 Emissions ↗ · 2007 · Reckien, Diana et al. · indexed
249. Environmental Factors Associated With Active Living in Retirement Village Residents ↗ · 2012 · Nathan, Andrea et al. · indexed
250. Evaluating the Energy Consumption of an Electric Vehicle Under Real-World Driving Conditions ↗ · 2022 · Al-Wreikat, Yazan et al. · indexed
251. Demand Model in the Agglomeration using Sim Cards · 2019 · A., Brzeziński et al. · archived
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255. Public Transport in Rural Roads: Measures to Increase Its Modal Share in Iran ↗ · 2021 · Afkham, Alireza et al. · indexed
256. Rational Organization of Urban Parking Using Microsimulation ↗ · 2022 · Makarova, Irina et al. · indexed
257. Spatial Analysis of Kuwait Street Networks التحليل المكاني لشبكة الشوارع في الكويت · 2024 · Alattar, Mohammad et al. · archived
258. Improving Sustainability in Urban Areas: Discussing the Potential for Transforming Conventional Car-based Travel into Electric Mobility ↗ · 2012 · van Wee, Bert et al. · indexed
259. Structural and bit-by-bit modeling of the cities · 2020 · Bauyrzhan, Yedilbayev et al. · archived
260. Determination of the Safest Route for Logging Trucks Based on Road Types and Conditions ↗ · 2020 · Akay, Abdullah E. · indexed
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262. AN INTERNATIONAL COMPARATIVE PERSPECTIVE ON MOTORISATION IN URBAN CHINA ↗ · 2002 · KENWORTHY, Jeff et al. · indexed
263. A Study on the Impact of a Community Green Space Built Environment on Physical Activity in Older People from a Health Perspective: A Case Study of Qingshan District, Wuhan ↗ · 2025 · Shen, Jie et al. · indexed
264. Evaluation of Indicators for the Realization of the Development of Public-Oriented Urban Transportation (Study Case: District 11 of Tehran) ↗ · 2024 · Hosseini, Sayyed Jalal Aldin et al. · indexed
265. Socio-economic and Travel Characteristics of transit users at Transit-oriented Development (TOD) Stations ↗ · 2020 · Sidek, Mohd Farid Jaafar et al. · indexed
266. A Joint Model of Mode/Parking Choice with Elastic Parking Demand ↗ · 2006 · Coppola, Pierluigi · indexed
267. The eco-city: ten key transport and planning dimensions for sustainable city development ↗ · 2006 · Kenworthy, Jeffrey R · indexed
268. Factors Constraining Rural Road Transport Systems in Enugu State, Nigeria ↗ · 2023 · Ali, Alphonsus Nwachukwu et al. · indexed
269. FORMATION OF MODELS OF TRANSPORT AND INTERCHANGE HUBS IN THE SYSTEM OF URBAN PASSENGER TRANSPORT ON THE TERRITORY OF BELGOROD · 2023 · Smirnova, A. et al. · archived
270. Which route is better for hazmat transport? An optimised routing index for urban networks ↗ · 2024 · Asadamraji, Morteza et al. · indexed
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272. A Framework for Integrating Freight Transport, Urban Land Planning, and Infrastructure Management under Economic Geography Principles ↗ · 2024 · Barrera-Jiménez, Humberto et al. · indexed
273. Nighttime Road-Traffic Noise and Arterial Hypertension in an Urban Population · 2008 · Belojević, Goran et al. · archived
274. The Impact of Scale on Extracting Individual Mobility Patterns from Location-Based Social Media ↗ · 2024 · Asad, Khan Mortuza Bin et al. · indexed
275. The High Cost of Free Parking ↗ · 1997 · Shoup, Donald C. · indexed
276. The importance of hybrid vehicles in urban traffic in terms of environmental impact · 2019 · Šarkan, Branislav et al. · archived
277. An Interpretable Machine Learning Framework for Urban Traffic Noise Prediction in Kuwait: A Data-Driven Approach to Environmental Management ↗ · 2025 · Almatawah, Jamal et al. · indexed
278. Historical Insights into CO2 Emission Dynamics in Urban Daily Mobility: A Case Study of Lyon’s Agglomeration ↗ · 2024 · Jarboui, Sami et al. · indexed
279. A Review of Strategies to Implement Sustainable Urban Transportation Options in Malaysia · 2014 · Ladin, Mohd Azizul et al. · archived
280. Superblock: The modern urban traffic concept of sustainable city development · 2024 · Damnjanović, Nevena et al. · archived
281. Island Megalopolises: Tunnel Systems as a Critical Alternative in Solving Transport Problems ↗ · 2018 · Makarov, Vladimir V. · indexed
282. Climate change mitigation in the transport sector and selected co-benefits in Bandung City, Indonesia · 2019 · Gunawan, Helmi · archived
283. Urban regeneration in Qatar: A comprehensive planning strategy for the transport oriented development of Al-Waab ↗ · 2017 · Alattar, Deema Anwar et al. · indexed
284. RETRACTED ARTICLE: PROVIDING A DECREASING CONNECTION PROBABILITY MODEL FOR URBAN STREET NETWORK · 2006 · Ziari, Hasan et al. · archived
285. Annual Variation in Energy Consumption of an Electric Vehicle Used for Commuting ↗ · 2020 · Desreveaux, Anatole et al. · indexed
286. Geographic Information Systems for Appraisal of Spatial Disparities of Air Pollution in Karachi · 2004 · Arsalan, Mudassar Hassan · archived
287. TRANSPORTATION SYSTEM AND HUMAN NEEDS IN A FAMILY ↗ · 2015 · Kadarisman, Muh · indexed