driver vru interaction

The interaction between a motor-vehicle driver and a vulnerable road user: yielding at crossings, right-of-way negotiation, eye contact and informal communication, near-misses and conflicts, and how driver behavior shapes safe passage. The unit is the driver-VRU dyad and the driver's side of it, unlike tags centered on the VRU alone (pedestrian_behavior_perception, cyclist_safety, micromobility_e_scooter). It is about live behavioral negotiation, not formal vehicle signaling hardware (vru_facing_ehmi) or aggregate crash classification (vru_crash_typology).

Related elsewhere in the corpus

Topics that co-occur with this one far more than chance predicts — these sit in other categories, so the hierarchy would not have shown them to you.

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Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.

Method 270 of 531 declare it
Instruments & Measures 25 of 531 declare it
Automation level 194 of 531 declare it
Dataset 101 of 531 declare it

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

  1. Pedestrian Interaction with Vehicles · 2017 · Dey, Debargha et al. · indexed
  2. Analysis of driver’s negotiation patterns at intersection · 2007 · Kosaka, Hiroaki et al. · indexed
  3. Event-Based Modeling of Driver Yielding Behavior at Unsignalized Crosswalks · 2010 · Schroeder, Bastian J. et al. · indexed
  4. Interpersonal communication and issues for autonomous vehicles. · 2017 · Stanciu, Sergiu C. et al. · archived
  5. Driver-pedestrian interaction under legal and illegal pedestrian crossings · 2020 · Bella, Francesco et al. · indexed
  6. Interaction between car drivers and vulnerable road users at roundabouts · 2016 · Vignali, Valeria et al. · archived
  7. Gaze Patterns in Pedestrian Interaction with Vehicles · 2019 · Dey, Debargha et al. · indexed
  8. Driver attention in urban intersections when crossing paths with cyclists · 2025 · Ahlström, Christer et al. · archived
  9. Eye Contact between Pedestrians and Drivers · 2019 · AlAdawy, Dina et al. · indexed
  10. A Utility Maximization Model of Pedestrian and Driver Interactions · 2022 · Lin, Yi-Shin et al. · indexed
  11. Who goes first? A distributed simulator study of vehicle–pedestrian interaction · 2023 · Kalantari, Amir Hossein et al. · indexed
  12. Communication between drivers in a road bottleneck scenario · 2022 · Schuler, Katharina et al. · indexed
  13. Who goes first? A distributed simulator study of vehicle-pedestrian interaction · 2022 · Kalantari, Amir Hossein et al. · indexed
  14. Car Drivers' Adjustments to Cyclists at Roundabouts · 2000 · Rasanen, Mikko et al. · indexed
  15. Formalizing Human Machine Communication in the Context of Autonomous Vehicles · 2020 · Gopalswamy, Swaminathan et al. · archived
  16. Understanding Pedestrian Behavior in Complex Traffic Scenes · 2018 · Rasouli, Amir et al. · indexed
  17. Improving Safety for People Walking and Biking at Roundabouts · 2025 · Savolainen, Peter T. et al. · archived
  18. Crosswalk Confusion · 2007 · Mitman, Meghan Fehlig et al. · indexed
  19. Improving Driver Yielding to Pedestrians at Intersections [Summary] · 2023 · Dallman, Amber et al. · archived
  20. Modeling Social Situation Awareness in Driving Interactions · 2024 · Klein, Navit et al. · indexed
  21. Standard Reactions – Driver Reactions in Critical Driving Situations · 2015 · Weber, Stefanie et al. · indexed
  22. Safest Placement for Crosswalks at Intersections · 2023 · Hurwitz, David et al. · archived
  23. Driver eye-scanning behavior at intersections at night. · 2009 · Higgins, Laura L. et al. · archived
  24. Communicating Intent of Automated Vehicles to Pedestrians · 2018 · Habibovic, Azra et al. · archived
  25. Aging road user studies of intersection safety. · 2014 · Boot, Walter et al. · archived
  26. EFFECTS OF PEDESTRIAN PROMPTS ON MOTORIST YIELDING AT CROSSWALKS · 2011 · Crowley‐Koch, Brian J. et al. · indexed
  27. Development of Countermeasures for Driver Maneuver Errors · 1999 · Hanscom, Fred R et al. · archived
  28. Interaction Management between Car Drivers and New Driver Support System · 2002 · Saad, Farida et al. · indexed
  29. In-Vehicle Avatars to Elicit Social Response and Change Driving Behaviour · 2011 · Rakotonirainy, Andry et al. · indexed
  30. Editorial: Interaction between automated vehicles and other road users · 2023 · Wintersberger, Philipp et al. · archived
  31. Look right! The influence of bicycle crossing design on drivers’ approaching behavior · 2023 · Berghoefer, Frauke Luise et al. · indexed
  32. Why do car drivers fail to give way to motorcycles at t-junctions? · 2012 · Crundall, David et al. · indexed
  33. The right turn: Modeling driver yielding behavior to e-scooter riders · 2025 · Rasch, Alexander et al. · indexed
  34. In-Vehicle Avatars to Elicit Social Response and Change Driving Behaviour · 2009 · Rakotonirainy, Andry et al. · indexed
  35. Assessing the Impact of Pedestrian-Activated Crossing Systems · 2020 · Hourdos, John et al. · archived
  36. Gaze direction and driving behavior of drivers at level crossings · 2016 · Grippenkoven, Jan et al. · indexed
  37. Pedestrians' motion Through the Eyes of Road Users · 2024 · Bossard, Martin et al. · indexed
  38. Truck drivers’ interaction with cyclists in right-turn situations · 2020 · Kircher, Katja et al. · indexed
  39. Perception of Intention in Traffic Environments: A Systematic Review · 2022 · Petersen, Christine M. et al. · indexed
  40. Social Interaction Patterns in Driver Behavior: An Introductory Review · 1976 · Wilde, Gerald J.S. · indexed
  41. GENDER DIFFERENCES IN DRIVERS' GAZE BEHAVIOR WHILE DRIVING THROUGH CROSSWALKS · 2026 · Hristov, Borislav et al. · indexed
  42. Assessment of external interface of autonomous vehicles · 2021 · Orlický, Adam et al. · archived
  43. Driver Link-up · 2014 · Lamas, Raphael et al. · indexed
  44. Driver Behavior at Rail-Highway Crossings · 1990 · Lerner, Neil et al. · archived
  45. Visually Impaired Pedestrian Safety at Roundabout Crossings · 2017 · Christofa, Eleni et al. · archived
  46. Communicating Awareness and Intent in Autonomous Vehicle-Pedestrian Interaction · 2018 · Mahadevan, Karthik et al. · indexed
  47. Implicit Driving Cues for Coordinating Actions When Sharing Spaces · 2026 · Hensch, Ann-Christin et al. · indexed
  48. Factors influencing traffic conflict severity in shared spaces · 2026 · Ghimire, Amrit et al. · indexed
  49. Modeling driver behavior in interactions with other road users · 2020 · Thalya, Prateek et al. · indexed
  50. Impact of Access Management on Driver Behaviors · 2023 · Cuddy, Matthew et al. · archived
  51. Understanding Why Drivers Cross the Line at Activated Railway Crossings · 2020 · Larue, Grégoire S. et al. · indexed
  52. Driver-pedestrian interaction under different road environments · 2017 · Bella, Francesco et al. · indexed
  53. Bicycle accidents and drivers' visual search at left and right turns · 1996 · Summala, Heikki et al. · indexed
  54. A Real Bottleneck Scenario with a Wizard of Oz Automated Vehicle - Role of eHMIs · 2023 · Şahin İppoliti, Hatice et al. · indexed
  55. A Hybrid Control Design for Autonomous Vehicles at Uncontrolled Intersections · 2019 · Kapania, Nitin R. et al. · indexed
  56. Changing driver yielding behavior on a city-wide basis · 2021 · VanHouten, Ron et al. · indexed
  57. Modelling communication-enabled traffic interactions · 2023 · Siebinga, Olger et al. · archived
  58. Driver Behavior in Mixed Traffic with Autonomous Vehicles · 2026 · Rezwana, Saki et al. · indexed
  59. Visual Prediction of Driver Behavior in Shared Road Areas · 2021 · Gawronski, Peter et al. · indexed
  60. Modeling the Interaction with Automated Vehicles in Road Bottleneck Scenarios · 2020 · Rettenmaier, Michael et al. · indexed
  61. A Computational Driver Model to Predict Driver Control at Unsignalised Intersections · 2020 · Boda, Christian-Nils et al. · indexed
  62. EAST at Road Intersections · 2018 · Lenné, Michael G. et al. · indexed
  63. A Driver-to-Driver Communication Device to Improve Drivers' Interaction · 2014 · Lamas, Raphael et al. · indexed
  64. Driver Behaviors' Impacts on Traffic Safety at the Intersections · 2020 · Elawady, Ahmed et al. · indexed
  65. Analysis of Human Driver Behavior in Highway Cut-in Scenarios · 2017 · Kim, SeHwan et al. · indexed
  66. Pedestrian Behavior and Interaction With Autonomous Vehicles · 2022 · Lownes, Nicholas et al. · archived
  67. Improving attitudes towards vulnerable road users · 2023 · Crundall, David et al. · indexed
  68. Car driver behavior at flashing light railroad grade crossings · 1990 · Tenkink, Erik et al. · indexed
  69. Allusion 2: External Communication for SAE L4 Vehicles · 2023 · Rossi-Alvarez, Alexandria I et al. · archived
  70. Characterizing Cultural Differences in Naturalistic Driving Interactions · 2024 · DiPirro, Rachel et al. · indexed
  71. pedestrians? · 2017 · Kearney, Joseph K. et al. · archived
  72. Driver behavior at flashing-light, rail-highway crossings · 1988 · Åberg, Lars · indexed
  73. Modelling discomfort: How do drivers feel when cyclists cross their path? · 2020 · Boda, Christian-Nils et al. · indexed
  74. Study of passing gap acceptance behavior using a driving simulator · 2007 · Farah, Haneen et al. · indexed
  75. Vulnerable Road User Safety Using Mobile Phones with Vehicle-to-VRU Communication · 2024 · Gelbal, Sukru Yaren et al. · indexed
  76. Analyzing driver response times for pedestrian intrusions in crash-imminent situations · 2018 · Jurecki, Rafal Stanislaw et al. · indexed
  77. Intersection Complexity and Its Influence on Human Drivers · 2022 · Weinreuter, Hannes et al. · archived
  78. Bio-inspired intent communication for automated vehicles · 2021 · Oudshoorn, Max et al. · indexed
  79. The Development and Test of Urban and Rural Pedestrian Safety Messages · 1985 · Preusser, David F. et al. · archived
  80. How do drivers avoid collisions? A driving simulator-based study · 2019 · Li, Xiaomeng et al. · indexed
  81. Does crossing the road in a group influence pedestrians’ gaze behavior? · 2020 · Lanzer, Mirjam et al. · indexed
  82. Road User Behaviors At Pedestrian Hybrid Beacons · 2016 · Fitzpatrick, Kay et al. · archived
  83. Social interactions in traffic: The effect of external factors · 2018 · Stoll, Tanja et al. · indexed
  84. A diary study of the risk perceptions of road users · 2001 · Joshi, Mary Sissons et al. · indexed
  85. Accident analysis on intersection right turning by using driving simulator · 2014 · Yonekawa, Takashi et al. · indexed
  86. Drivers’ and cyclists’ safety perceptions in overtaking maneuvers · 2022 · Rasch, Alexander et al. · indexed
  87. Motorist compliance with standard traffic control devices. · 1989 · Pietrucha, Martin T. et al. · archived
  88. Pedestrian User Experience at Roundabouts · 2022 · Godavarthy, Ranjit et al. · archived
  89. Variable-Drift Diffusion Models of Pedestrian Road-Crossing Decisions · 2021 · Pekkanen, Jami et al. · indexed
  90. Extending Analysis of Older Drivers’ Scanning Patterns at Intersections · 2016 · Yamani, Yusuke et al. · indexed
  91. Human Factors Issues of Accidents at Passively Controlled Rural Level Crossings · 2014 · Rudin-Brown, Christina M. et al. · indexed
  92. Analysis of right-turn vehicular driving paths at uncontrolled T-intersections · 2022 · Bonela, Someswara Rao et al. · indexed
  93. Pedestrians, Autonomous Vehicles, and Cities · 2016 · Millard-Ball, Adam · indexed
  94. Pedestrian safety under permissive left-turn signal control · 2017 · Qi, Yi et al. · indexed
  95. Assisting Drivers at Stop Signs in a Connected Vehicle Environment · 2023 · Younes, Maram Bani · indexed
  96. Let Them Through.... It Could Be You · 1996 · NHTSA · archived
  97. Exploring Young Drivers’ Perceptions of Procedurally Just Policing · 2021 · Bates, Lyndel et al. · indexed
  98. The Mathematics of a Driving Hazard · 1973 · Baylis, John · indexed
  99. Discrete Methods for Urban Intersection Traffic Controlling · 2009 · Wu, Jia et al. · indexed
  100. Line Crossing Detector System for Real-Time Over-Taking Vehicle Detection · 2024 · Yuma Rafi, Ahmad Nanda et al. · indexed
  101. Teacher noticing as a driver of interaction patterns in science classrooms · 2023 · Khoza, Hlologelo Climant · indexed
  102. Migration, Security, and Human Rights · 2024 · Wibisono, Rizky Bangun · indexed
  103. Theology of Resilience Amidst Vulnerability in the Book of Ruth · 2020 · Panganiban, Alicia Besa · indexed
  104. The Concept of Contemporary Islamic Art: Bruneian Muslim Artists’ Perspective · 2025 · Pg Aliudin, Pg Mohd Rahiman · indexed