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Travel mode choices in a greening market: the impact of electric vehicles and prior investments

Author

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  • Jeremy van Dijk
  • Mehdi Farsi
  • Sylvain Weber

Abstract

Through a choice experiment conducted among 995 Swiss respondents, we study the linkages between prior investment decisions and the choice of travel mode. Our experiment design and empirical framework aims to identify the impact of electric vehicles (EVs) and to test for two behavioural deviations from the rationally optimal usage. Prior investment in a car or public transport pass could be used ex-ante as a commitment device for overcoming self-control issues, or could affect mode choices ex-post through regret effects of sunk costs. We find no evidence to support the sunk cost hypothesis, but our findings provide partial evidence in favour of commitment mechanisms. A prior investment decision decreases the consumer’s responsiveness to variation of travel time. However, such commitments do not seem to influence responses to changes in marginal travel cost. Further, we find that EV adoption does not result in a significant step-change in usage patterns above rational marginal cost reactions. Our results thus reinforce the importance of financial incentives in policies aiming at a behavioural change in travel mode choices.

Suggested Citation

  • Jeremy van Dijk & Mehdi Farsi & Sylvain Weber, 2020. "Travel mode choices in a greening market: the impact of electric vehicles and prior investments," IRENE Working Papers 20-04, IRENE Institute of Economic Research.
  • Handle: RePEc:irn:wpaper:20-04
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    References listed on IDEAS

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    1. Simma, A. & Axhausen, K. W., 2001. "Structures of commitment in mode use: a comparison of Switzerland, Germany and Great Britain," Transport Policy, Elsevier, vol. 8(4), pages 279-288, October.
    2. Christian A. Vossler & Maurice Doyon & Daniel Rondeau, 2012. "Truth in Consequentiality: Theory and Field Evidence on Discrete Choice Experiments," American Economic Journal: Microeconomics, American Economic Association, vol. 4(4), pages 145-171, November.
    3. Stefano DellaVigna & Ulrike Malmendier, 2004. "Contract Design and Self-Control: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 353-402.
    4. Thaler, Richard H & Shefrin, H M, 1981. "An Economic Theory of Self-Control," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 392-406, April.
    5. Bunch, David S. & Bradley, Mark & Golob, Thomas F. & Kitamura, Ryuichi & Occhiuzzo, Gareth P., 1993. "Demand for clean-fuel vehicles in California: A discrete-choice stated preference pilot project," Transportation Research Part A: Policy and Practice, Elsevier, vol. 27(3), pages 237-253, May.
    6. Fanchao Liao & Eric Molin & Bert van Wee, 2017. "Consumer preferences for electric vehicles: a literature review," Transport Reviews, Taylor & Francis Journals, vol. 37(3), pages 252-275, May.
    7. Bhat, Chandra R. & Sen, Sudeshna, 2006. "Household vehicle type holdings and usage: an application of the multiple discrete-continuous extreme value (MDCEV) model," Transportation Research Part B: Methodological, Elsevier, vol. 40(1), pages 35-53, January.
    8. Juliano Laran, 2010. "Choosing Your Future: Temporal Distance and the Balance between Self-Control and Indulgence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(6), pages 1002-1015, April.
    9. Brownstone, David & Bunch, David S. & Train, Kenneth, 2000. "Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 34(5), pages 315-338, June.
    10. Buehler, Ralph, 2011. "Determinants of transport mode choice: a comparison of Germany and the USA," Journal of Transport Geography, Elsevier, vol. 19(4), pages 644-657.
    11. Kivetz, Ran & Simonson, Itamar, 2002. "Self-Control for the Righteous: Toward a Theory of Precommitment to Indulgence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 29(2), pages 199-217, September.
    12. Erika Spissu & Abdul Pinjari & Ram Pendyala & Chandra Bhat, 2009. "A copula-based joint multinomial discrete–continuous model of vehicle type choice and miles of travel," Transportation, Springer, vol. 36(4), pages 403-422, July.
    13. Daniel Friedman & Kai Pommerenke & Rajan Lukose & Garrett Milam & Bernardo Huberman, 2007. "Searching for the sunk cost fallacy," Experimental Economics, Springer;Economic Science Association, vol. 10(1), pages 79-104, March.
    14. Junyi Shen, 2009. "Latent class model or mixed logit model? A comparison by transport mode choice data," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2915-2924.
    15. repec:cup:judgdm:v:5:y:2010:i:1:p:33-36 is not listed on IDEAS
    16. Choo, Sangho & Mokhtarian, Patricia L., 2004. "What type of vehicle do people drive? The role of attitude and lifestyle in influencing vehicle type choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(3), pages 201-222, March.
    17. Stephane Hess & Mark Fowler & Thomas Adler & Aniss Bahreinian, 2012. "A joint model for vehicle type and fuel type choice: evidence from a cross-nested logit study," Transportation, Springer, vol. 39(3), pages 593-625, May.
    18. Brownston, David & Bunch, David S. & Train, Kenneth, 1999. "Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles," University of California Transportation Center, Working Papers qt7rf7s3nx, University of California Transportation Center.
    19. Sylvain Weber & Paul Burger & Mehdi Farsi & Adan L. Martinez-Cruz & Michael Puntiroli & Iljana Schubert & Benjamin Volland, 2017. "Swiss Household Energy Demand Survey (SHEDS): Objectives, design, and implementation," IRENE Working Papers 17-14, IRENE Institute of Economic Research.
    20. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    21. Garland, Howard & Newport, Stephanie, 1991. "Effects of absolute and relative sunk costs on the decision to persist with a course of action," Organizational Behavior and Human Decision Processes, Elsevier, vol. 48(1), pages 55-69, February.
    22. Faruk Gul & Wolfgang Pesendorfer, 2004. "Self-Control and the Theory of Consumption," Econometrica, Econometric Society, vol. 72(1), pages 119-158, January.
    23. Schelling, Thomas C, 1978. "Egonomics, or the Art of Self-Management," American Economic Review, American Economic Association, vol. 68(2), pages 290-294, May.
    24. David R Just & Brian Wansink, 2011. "The Flat-Rate Pricing Paradox: Conflicting Effects of "“All-You-Can-Eat"” Buffet Pricing," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 193-200, February.
    25. Hess, Stephane & Spitz, Greg & Bradley, Mark & Coogan, Matt, 2018. "Analysis of mode choice for intercity travel: Application of a hybrid choice model to two distinct US corridors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 547-567.
    26. Dimitropoulos, Alexandros & Oueslati, Walid & Sintek, Christina, 2018. "The rebound effect in road transport: A meta-analysis of empirical studies," Energy Economics, Elsevier, vol. 75(C), pages 163-179.
    27. Schneider, Robert J., 2013. "Theory of routine mode choice decisions: An operational framework to increase sustainable transportation," Transport Policy, Elsevier, vol. 25(C), pages 128-137.
    28. Schwanen, Tim & Mokhtarian, Patricia L., 2005. "What Affects Commute Mode Choice: Neighborhood Physical Structure or Preferences Toward Neighborhoods?," University of California Transportation Center, Working Papers qt4nq9r1c9, University of California Transportation Center.
    29. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    30. Thaler, Richard, 1980. "Toward a positive theory of consumer choice," Journal of Economic Behavior & Organization, Elsevier, vol. 1(1), pages 39-60, March.
    31. Maria Kamargianni & Moshe Ben-Akiva & Amalia Polydoropoulou, 2014. "Incorporating social interaction into hybrid choice models," Transportation, Springer, vol. 41(6), pages 1263-1285, November.
    32. Arkes, Hal R. & Blumer, Catherine, 1985. "The psychology of sunk cost," Organizational Behavior and Human Decision Processes, Elsevier, vol. 35(1), pages 124-140, February.
    33. Meghan R. Busse & Devin G. Pope & Jaren C. Pope & Jorge Silva-Risso, 2015. "The Psychological Effect of Weather on Car Purchases," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 371-414.
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    More about this item

    Keywords

    Transport; Behaviour; Choice experiment; Commitment; Sunk cost; Electric vehicles; Environmental policy.;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

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