Virtual Immersive Reality for Stated Preference Travel Behavior Experiments: A Case Study of Autonomous Vehicles on Urban Roads

Stated preference experiments have been criticized for lack of realism. This issue is particularly visible when the scenario does not have a well understood prior reference, as in the case of research into demand for autonomous vehicles. The paper presents Virtual Immersive Reality Environment (VIRE), which is capable of developing highly realistic, immersive, and interactive choice scenarios. We demonstrate the use of VIRE in researching pedestrian preferences related to autonomous vehicles and associated infrastructure changes on urban streets in Montréal, Canada. The results are compared with predominantly used approaches: text-only and visual aid. We show that VIRE results in respondents having better understanding of the scenario and it yields more consistent results.

[1]  Adam Sebastian Jardim,et al.  A Study of Public Acceptance of Autonomous Cars , 2013 .

[2]  Daniel J. Fagnant,et al.  Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations , 2015 .

[3]  M. Hanna,et al.  Self-Driving Cars , 2016, Computer.

[4]  Michael O'Neill.  Effects of familiarity and plan complexity on wayfinding in simulated buildings , 1992 .

[5]  Elisabetta Cherchi,et al.  On the stability of preferences and attitudes before and after experiencing an electric vehicle , 2013 .

[6]  Paul A. Cairns,et al.  Measuring and defining the experience of immersion in games , 2008, Int. J. Hum. Comput. Stud..

[7]  Fiona Fui-Hoon Nah,et al.  Enhancing Brand Equity Through Flow and Telepresence: A Comparison of 2D and 3D Virtual Worlds , 2011, MIS Q..

[8]  Kara M. Kockelman,et al.  Long-Distance Travel Mode-Shifts Due to Automated Vehicles: A Statewide Mode-Shift Simulation Experiment and Travel Survey Analysis , 2016 .

[9]  F. Nah,et al.  Enhancing%' or paper_id like 'brand equity through flow and telepresence: a comparison of 2D and 3D virtual worlds , 2011 .

[10]  Dylan M. Jones,et al.  Navigating Buildings in "Desk-Top" Virtual Environments: Experimental Investigations Using Extended Navigational Experience , 1997 .

[11]  Elisabetta Cherchi,et al.  Workshop Synthesis: Stated Preference Surveys and Experimental Design, an Audit of the Journey so far and Future Research Perspectives , 2015 .

[12]  Despina Stavrinos,et al.  Distracted walking: cell phones increase injury risk for college pedestrians. , 2011, Journal of safety research.

[13]  Zhang Daliang,et al.  Development of an immersive virtual reality head-mounted display with high performance. , 2016 .

[14]  Kara M. Kockelman,et al.  The Travel and Environmental Implications of Shared Autonomous Vehicles, Using Agent-Based Model Scenarios , 2014 .

[15]  Elizabeth Bellis,et al.  National Motor Vehicle Crash Causation Survey (NMVCCS) SAS Analytical Users Manual , 2008 .

[16]  Katherine W. Byington,et al.  Effect of Cell Phone Distraction on Pediatric Pedestrian Injury Risk , 2009, Pediatrics.

[17]  P. Wilson,et al.  Orientation-Free Representations from Navigation through a Computer-Simulated Environment , 1996 .

[18]  Bobby Bodenheimer,et al.  Using immersive virtual reality to evaluate pedestrian street crossing decisions at a roundabout , 2009, APGV '09.

[19]  Ricardo A. Daziano,et al.  Are Consumers Willing to Pay to Let Cars Drive for Them? Analyzing Response to Autonomous Vehicles , 2017 .

[20]  Anthony Faiola,et al.  Correlating the effects of flow and telepresence in virtual worlds: Enhancing our understanding of user behavior in game-based learning , 2013, Comput. Hum. Behav..

[21]  Ali Rezaei,et al.  Comparing text-only and virtual reality discrete choice experiments of neighbourhood choice , 2017 .

[22]  Mohan M. Trivedi,et al.  Self-Driving Cars , 2017, Computer.

[23]  Martin Treiber,et al.  Calibrating Car-Following Models by Using Trajectory Data , 2008, 0803.4063.

[24]  Kara M. Kockelman,et al.  Shifts in Long-Distance Travel Mode Due to Automated Vehicles: Statewide Mode-Shift Simulation Experiment and Travel Survey Analysis , 2016 .

[25]  Arthur F Kramer,et al.  Pedestrians, vehicles, and cell phones. , 2010, Accident; analysis and prevention.

[26]  Kara M. Kockelman,et al.  Assessing Public Opinions of and Interest in New Vehicle Technologies: An Austin Perspective , 2016 .

[27]  Xiuqing Zhu,et al.  Development of an immersive virtual reality head-mounted display with high performance. , 2016, Applied optics.

[28]  Simon J. Büchner,et al.  Gaze behaviour during space perception and spatial decision making , 2011, Psychological Research.

[29]  Michael Sivak,et al.  A Survey of Public Opinion about Autonomous and Self-Driving Vehicles in the U.S., the U.K., and Australia , 2014 .

[30]  Sung-Byung Yang,et al.  An Odyssey into Virtual Worlds: Exploring the Impacts of Technological and Spatial Environments , 2011, MIS Q..