Dynamic models of car ownership at the household level

Thomas Bue Bjørner*, Søren Leth-Petersen

*Corresponding author for this work
4 Citations (Scopus)

Abstract

A large number of studies have relied on macro time series or micro cross section data to analyse the demand for car ownership. In this study we analyse a unique micro panel with observations on car ownership and socioeconomic characteristics at household level during a ten year period. The data show very strong persistence in households' car ownership over time. Dynamic logit models with unobserved heterogeneity are estimated using the estimation approach recently suggested by Wooldridge. Results show that the persistence in car ownership should mainly be attributed to state dependence, while unobserved heterogeneity is less important. Small income elasticities with respect to car ownership are found when taking into account the panel nature of the data.

Original languageEnglish
JournalInternational Journal of Transport Economics
Volume32
Issue number1
Pages (from-to)57-74
Number of pages18
ISSN0391-8440
Publication statusPublished - 1 Feb 2005

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