Modeling purchases of new cars an analysis of the 2014 French market

Fernández-Antolín, Anna (School of Architecture, Civil and Environmental Engineering, Lausanne, Switzerland) ; Lapparent, Matthieu de (Haute école d’ingénierie et de gestion du canton de Vaud, HES-SO // Haute Ecole Spécialisée de Suisse Occidentale) ; Bierlaire, Michel (School of Architecture, Civil and Environmental Engineering, Lausanne, Switzerland)

This paper analyzes and compares different policy scenarios as well as discusses price elasticities and willingness to pay and to accept using revealed preference (RP) data from the French new-car market in 2014 by means of a cross-nested logit (CNL) model. We focus particularly on electric and hybrid vehicles. We use interactions between the cost (both fixed and running costs) and the household income to analyze the sensitivity towards different policy scenarios per income level. Results show that the willingness to pay and to accept obtained in our study is consistent with the real-market conditions. We also find that the most effective scenario to increase the market shares of new sold electric vehicles is that of a major technological advance such as a decrease in price due to cheaper manufacturing costs and an increase in driving range, rather than a policy-based scenario. In addition, the market segment that has more potential to increase the market shares of electric vehicle purchase is the middle-income level. In the paper, we discuss how to overcome the difficulties of working with revealed preference data, and propose multiple imputations to impute the attributes of the unchosen alternatives, by drawing from their empirical distributions.


Mots-clés:
Type d'article:
scientifique
Faculté:
Economie et Services
Ecole:
HEIG-VD Haute Ecole d’Ingénierie et de Gestion du Canton de Vaud
Institut:
IIDE - Institut Interdisciplinaire du Développement de l'Entreprise
Classification:
Economie/gestion
Date:
2018
Pagination:
25 p.
Publié dans
Theory and decision
Numérotation (vol. no.):
2018, vol. 84, no. 2, pp. 277–303
DOI:
ISSN:
0040-5833
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 Notice créée le 2018-04-16, modifiée le 2018-08-19

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