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A stated choice experiment to measure the effect of informational and normative conformity in the preference for electric vehicles

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  • Cherchi, Elisabetta

Abstract

This work aims to measure the effect of both informational and normative conformity in the preference for electric vehicles (EV) versus internal combustion vehicles (ICV). Differently from most of the literature in the field, measures of conformity are included as attributes inside a stated choice (SC) experiment, allowing a direct comparison of their effects with typical effects such as purchase price, range and fuel/electricity price. To measure informational conformity we set up an experiment where the same individual answers the choice tasks before and after he/she has received social information on three specific EV features: range, parking spaces reserved for EV and the need to change activity schedule if using an EV. Normative conformity was measured in terms of social adoption, social-signalling and injunctive norms. Social adoption and a pair of eyes to detect social-signalling were included as attributes in the stated choice experiment, while injunctive norms were measured using psychometric indicators. The SC experiment was also aimed at testing the effect of parking policy on the choice of EV. Hybrid choice models were estimated and a resampling technique was used to test the model sensitivity to the sample gathered. All social conformity effects tested are highly significant and their impact in the overall utility can be high enough to compensate also quite low driving range for EV (e.g. around 130km) or significant differences in purchase price (for example 1/3 higher for EV than ICV). We also found that parking price and the number of slots reserved for EV can be effective in boosting the demand for EV, but a combination of parking policies is needed because each measure alone does not have a sufficient impact to compensate major differences in the characteristics between EV and ICV.

Suggested Citation

  • Cherchi, Elisabetta, 2017. "A stated choice experiment to measure the effect of informational and normative conformity in the preference for electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 88-104.
    • Handle: RePEc:eee:transa:v:100:y:2017:i:c:p:88-104
    DOI: 10.1016/j.tra.2017.04.009
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    1. Abou-Zeid, Maya & Ben-Akiva, Moshe, 2011. "The effect of social comparisons on commute well-being," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(4), pages 345-361, May.
    2. Frank Goetzke & Tilmann Rave, 2015. "Automobile access, peer effects and happiness," Transportation, Springer, vol. 42(5), pages 791-805, September.
    3. Grossman, Zachary, 2015. "Self-signaling and social-signaling in giving," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 26-39.
    4. Anders Jensen & Elisabetta Cherchi & Juan Dios Ortúzar, 2014. "A long panel survey to elicit variation in preferences and attitudes in the choice of electric vehicles," Transportation, Springer, vol. 41(5), pages 973-993, September.
    5. Hoen, Anco & Koetse, Mark J., 2014. "A choice experiment on alternative fuel vehicle preferences of private car owners in the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 199-215.
    6. Sunitiyoso, Yos & Avineri, Erel & Chatterjee, Kiron, 2011. "The effect of social interactions on travel behaviour: An exploratory study using a laboratory experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(4), pages 332-344, May.
    7. Walker, Joan L. & Ehlers, Emily & Banerjee, Ipsita & Dugundji, Elenna R., 2011. "Correcting for endogeneity in behavioral choice models with social influence variables," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(4), pages 362-374, May.
    8. Jara-Díaz, Sergio R. & Videla, Jorge, 1989. "Detection of income effect in mode choice: Theory and application," Transportation Research Part B: Methodological, Elsevier, vol. 23(6), pages 393-400, December.
    9. repec:feb:natura:0059 is not listed on IDEAS
    10. Dong Zhang & Jan-Dirk Schmöcker & Satoshi Fujii & Xiaoguang Yang, 2016. "Social norms and public transport usage: empirical study from Shanghai," Transportation, Springer, vol. 43(5), pages 869-888, September.
    11. Masashi Okushima, 2015. "Simulating social influences on sustainable mobility shifts for heterogeneous agents," Transportation, Springer, vol. 42(5), pages 827-855, September.
    12. Jonn Axsen & Kenneth S Kurani, 2012. "Interpersonal Influence within Car Buyers' Social Networks: Applying Five Perspectives to Plug-in Hybrid Vehicle Drivers," Environment and Planning A, , vol. 44(5), pages 1047-1065, May.
    13. Antonio Páez & Darren M Scott, 2007. "Social Influence on Travel Behavior: A Simulation Example of the Decision to Telecommute," Environment and Planning A, , vol. 39(3), pages 647-665, March.
    14. Wilton, Robert D. & Páez, Antonio & Scott, Darren M., 2011. "Why do you care what other people think? A qualitative investigation of social influence and telecommuting," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(4), pages 269-282, May.
    15. Robert Cialdini, 2007. "Descriptive Social Norms as Underappreciated Sources of Social Control," Psychometrika, Springer;The Psychometric Society, vol. 72(2), pages 263-268, June.
    16. Thomas Brudermann & Gregory Bartel & Thomas Fenzl & Sebastian Seebauer, 2015. "Eyes on social norms: A field study on an honor system for newspaper sale," Theory and Decision, Springer, vol. 79(2), pages 285-306, September.
    17. Melissa Bateson & Daniel Nettle & Gilbert Roberts, 2006. "Cues of being watched enhance cooperation in a real-world setting," Natural Field Experiments 00214, The Field Experiments Website.
    18. Grossman, Zachary, 2010. "Self-Signaling Versus Social-Signaling in Giving," University of California at Santa Barbara, Economics Working Paper Series qt7320x2cp, Department of Economics, UC Santa Barbara.
    19. Maness, Michael & Cirillo, Cinzia & Dugundji, Elenna R., 2015. "Generalized behavioral framework for choice models of social influence: Behavioral and data concerns in travel behavior," Journal of Transport Geography, Elsevier, vol. 46(C), pages 137-150.
    20. Hackbarth, André & Madlener, Reinhard, 2011. "Consumer Preferences for Alternative Fuel Vehicles: A Discrete Choice Analysis," FCN Working Papers 20/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    21. Herbert C. Kelman, 1958. "Compliance, identification, and internalization three processes of attitude change," Journal of Conflict Resolution, Peace Science Society (International), vol. 2(1), pages 51-60, March.
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