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Household Mobility Tool Ownership: Modeling Interactions between Cars and Season Tickets


  • Darren Scott


  • Kay Axhausen


This paper moves beyond traditional models of car ownership in that we propose a framework for modeling household-level decisions to acquire specific types and numbers of mobility tools to fulfill the mobility needs of household members. The framework is applied to a data set collected during the winter and spring of 2000/2001 in the German city Karlsruhe via an interactive web-based stated response survey in which respondents could optimize their household mobility tool sets through on-line feedback concerning the estimated costs of the sets. In our analysis, bivariate ordered probit models are estimated for three combinations of mobility tools: season tickets (i.e., transit passes) and cars, season tickets and small cars and season tickets and large cars. In all instances, strong substitution effects are found – that is, as the number of season tickets increases, the number of cars decreases. This finding underscores the need to move beyond simple models of car ownership to comprehensive models of mobility tool ownership. As demonstrated by our research, failure to do so is likely to lead to biased results. Copyright Springer 2006

Suggested Citation

  • Darren Scott & Kay Axhausen, 2006. "Household Mobility Tool Ownership: Modeling Interactions between Cars and Season Tickets," Transportation, Springer, vol. 33(4), pages 311-328, July.
  • Handle: RePEc:kap:transp:v:33:y:2006:i:4:p:311-328 DOI: 10.1007/s11116-005-0328-7

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    References listed on IDEAS

    1. Alois Stutzer & Bruno S. Frey, 2008. "Stress that Doesn't Pay: The Commuting Paradox," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(2), pages 339-366, June.
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    Cited by:

    1. William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
    2. repec:eee:retrec:v:66:y:2017:i:c:p:2-11 is not listed on IDEAS
    3. Bliemer, Michiel C.J. & Rose, John M., 2011. "Experimental design influences on stated choice outputs: An empirical study in air travel choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(1), pages 63-79, January.
    4. Daniel Newman & Peter Wells & Ceri Donovan & Paul Nieuwenhuis & Huw Davies, 2014. "Urban, sub-urban or rural: where is the best place for electric vehicles?," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 14(3/4), pages 306-323.
    5. Konstadinos G. Goulias & Ram M. Pendyala, 2014. "Choice context," Chapters,in: Handbook of Choice Modelling, chapter 5, pages 101-130 Edward Elgar Publishing.


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