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First published online October 22, 2020

Exploring the Elements and Determinants of the Value of Time for Manual Driving and Autonomous Driving using a Qualitative Approach

Abstract

Autonomous driving is expected to change individual travel behavior significantly. The main reason postulated is an increase in comfort and feasibility of on-board activities which will potentially change the way people perceive time spent in a vehicle and consequently their mode preferences. Understanding how value of time (VoT) might change and what will determine such change can be crucial when assessing the impact of vehicle automation. Recent studies address potential changes that automation might have on VoT based on analyses of time use and perception in current modes of transport or focusing only on the utility of driving autonomously. However, there is a lack of research addressing both—the utility of car driving compared with the utility of riding autonomously—from the user perspective. To address this research question, focus group discussions with car drivers were conducted. The data was analyzed using a thematic qualitative text analysis. The results suggest that the utility of car driving today, including aspects of driving pleasure, various (passive) activities performed in the car, and also driving as an activity itself, will counterbalance to a certain extent the effect of the benefits of autonomous driving, such as improved travel experience and feasibility of activities. Moreover, context-related and individual characteristics shape these effects. This paper summarizes the main study results, including potential short- and long-term travel behavior changes resulting from the availability of autonomous driving. Lastly, implications from the qualitative research for quantitative studies on value of travel time savings for autonomous vehicles are discussed.

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References

1. SAE. J3016: Taxonomy and Definition for Terms Related to On-Road Motor Vehicle Automated Driving Systems. SAE International Standard, Warrendale, PA, 2014.
2. Lenz B., Fraedrich E. New Mobility Concepts and Autonomous Driving: The Potential for Change. In Autonomous Driving. Technical, Legal and Social Aspects (Maurer M., Gerdes J. C., Lenz B., Winner H., eds.), Springer, Berlin, Heidelberg, 2016, pp. 173–191.
3. Bahamonde-Birke F. J., Kickhöfer B., Heinrichs D., Kuhnimhof T. A Systemic View on Autonomous Vehicles: Policy Aspects for a Sustainable Transportation Planning. DisP – The Planning Review, Vol. 54, No. 3, 2018, pp. 12–25.
4. Trommer S., Kolarova V., Fraedrich E., Kröger L., Kickhöfer B., Kuhnimhof T., Lenz B., Phleps P. Autonomous Driving: The Impact of Vehicle Automation on Mobility Behaviour. Institute for Mobility Research, Munich, Germany, 2016.
5. Childress S., Nichols B., Charlton B., Coe S. Using an Activity-Based Model to Explore Possible Impacts of Automated Vehicles. Transport Research Record: Journal of the Transportation Research Board, 2015. 2493: 99–106.
6. Anderson J. M., Nidhi K., Stanley K. D., Sorensen P., Samaras C., Oluwatola O. A. Autonomous Vehicle Technology: A Guide for Policymakers. Rand Corporation, Santa Monica, CA, 2014.
7. Kolarova V., Cyganski R., Lenz B. Activities While Travelling? Travel Time Perception and Time Use in an Era of Automated Driving. In Advances in Transport Policy and Planning: The Evolving Impact of ICT on Activities and Travel Behaviour (Ben-Elia Eran, ed.), Academic Press, 2019, pp. 171–206.
8. Hensher D. A. Valuation of Travel Time Savings. In A Handbook of Transport Economics (Palma A. D., Lindsey R., Quinet E., Vickerman R., eds.), Edward Elgar, Cheltenham, UK, Northampton, MA, USA, 2011, pp. 135–159.
9. Jara-Diaz S. R. Allocation and Valuation of Travel-Time Savings. In Handbook of Transport Modelling (Hensher D. A., Button K. J., eds.), Elsevier Science Ltd, Vol. 1, 2000, pp. 303–319.
10. Steck F., Kolarova V., Bahamonde-Birke F. J., Trommer S., Lenz B. How Autonomous Driving May Affect the Value of Travel Time Savings for Commuting. Transport Research Record: Journal of the Transportation Research Board, 2018. 2672: 11–20.
11. Kolarova V., Steck F. Estimating Impact of Autonomous Driving on Value of Travel Time Savings for Long-Distance Trips using Revealed and Stated Preference Methods. In Mapping the Travel Behavior Genome (Goulias K. G., Davis A. W., eds.), Elsevier, 2019, pp. 561–575.
12. Yap M. D., Correia G., van Arem B. Preferences of Travellers for using Automated Vehicles as Last Mile Public Transport of Multimodal Train Trips. Transportation Research Part A: Policy and Practice, Vol. 94, 2016, pp. 1–16.
13. Correia G., Looff E., van Cranenburgh S., Snelder M., Arem B. On the Impact of Vehicle Automation on the Value of Travel Time While Performing Work and Leisure Activities in a Car: Theoretical Insights and Results from a Stated Preference Survey. Transportation Research Part A: Policy and Practice, Vol. 119, 2019, pp. 359–382.
14. Mokhtarian P. L., Salomon I. How Derived Is the Demand for Travel? Some Conceptual and Measurement Considerations. Transport Research Part A: Policy and Practice, Vol. 35, No. 8, 2001, pp. 695–719.
15. Singleton P. A. Discussing the “Positive Utilities” of Autonomous Vehicles: Will Travellers Really Use Their Time Productively? Transport Reviews, Vol. 39, No. 1, 2019, pp. 50–65.
16. Mokhtarian P. L. The Times They Are A-Changin’: What Do the Expanding Uses of Travel Time Portend for Policy, Planning, and Life? Transportation Research Record: Journal of the Transportation Research Board, 2018. 2672: 1–11.
17. Cyganski R., Fraedrich E., Lenz B. Travel-Time Valuation for Automated Driving: A Use-Case-Driven Study. Presented at 94th Annual Meeting of the Transportation Research Board, Washington, D.C., 2015.
18. Fraedrich E. Autonomes Fahren: Individuelle und gesellschaftliche Aspekte der Akzeptanz. Doctoral dissertation. Humboldt-Universität, Berlin, 2017.
19. Pudāne B., Rataj M., Molin E. J. E., Mouter N., van Cranenburghm S., Chorus C. G. How Will Automated Vehicles Shape Users’ Daily Activities? Insights from Focus Groups with Commuters in the Netherlands. Transportation Research Part D: Transport and Environment, Vol. 71, 2019, pp. 222–235.
20. Milakis D., Van Arem B., Van Wee B. Policy and Society Related Implications of Automated Driving: A Review of Literature and Directions for Future Research. Journal of Intelligent Transportation Systems, Vol. 21, No. 4, 2017, pp. 324–348.
21. Kuckartz U. Qualitative Inhaltsanalyse: Methoden, Praxis, Computerunterstützung, 3rd ed. Beltz Juventa, Basel, 2016.
22. Steg L. Car Use: Lust and Must. Instrumental, Symbolic and Affective Motives for Car Use. Transportation Research Part A: Policy and Practice, Vol. 39, No. 2–3, 2005, pp. 147–162.
23. Ashok K., Dillon W., Yuan S. Extending Discrete Choice Models to Incorporate Attitudinal and Other Latent Variables. Journal of Marketing Research, Vol. 39, No. 1, 2002, pp. 31–46.
24. Ben-Akiva M. E., Walker J. L., Bernardino A. T., Gopinath D. A., Morikawa T., Polidoropoulou A. Integration of Choice and Latent Variable Models. In Perpetual Motion: Travel Behaviour Research Opportunities and Challenges (Mahmassani H. S., ed.), Pergamon, Amsterdam, 2002, pp. 431–470.
25. Hess S., Bierlaire M., Polak J. W. Estimation of Value of Travel-Time Savings using Mixed Logit Models. Transportation Research Part A: Policy and Practice, Vol. 39, No. 2–3, 2005, pp. 221–236.
26. Greene W. H., Hensher D. A. A Latent Class Model for Discrete Choice Analysis: Contrasts with Mixed Logit. Transport Research Part B: Methodological, Vol. 37, No. 8, 2003, pp. 681–698.
27. Hess S., Shires J., Jopson A. Accommodating Underlying Pro-Environment Attitudes in a Rail Travel Context: Application of a Latent Variable Latent Class Specification. Transportation Research Part D: Transport and Environment, Vol. 25, 2013, pp. 42–48.

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Article first published online: October 22, 2020
Issue published: December 2020

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© National Academy of Sciences: Transportation Research Board 2020.
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Authors

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Viktoriya Kolarova
German Aerospace Center, Institute of Transport Research, Berlin, Germany

Notes

Viktoriya Kolarova, [email protected]

Author Contributions

The author confirms sole responsibility for the following: study conception and design, data collection, analysis and interpretation of results, and manuscript preparation.

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