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How households use different types of vehicles: A structural driver allocation and usage model

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  • Golob, Thomas F.
  • Kim, Seyoung
  • Ren, Weiping

Abstract

The vehicle miles of travel for each vehicle in multi-vehicle households is modelled as a function of household characteristics, vehicle characteristics, and the matches of vehicle to driver in the satisfaction of travel desires. A structural equations model is developed in which principal driver characteristics, as well as vehicle miles of travel, are endogenous. There are links between how each vehicle is used and who in the household is each vehicle's principal driver. Each vehicle's usage can then be expressed in reduced-form equations as a function of exogenous household and vehicle type variables for forecasting purposes. The model is estimated on a 1993 sample of approximately 2000 multi-vehicle households in California.

Suggested Citation

  • Golob, Thomas F. & Kim, Seyoung & Ren, Weiping, 1996. "How households use different types of vehicles: A structural driver allocation and usage model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 30(2), pages 103-118, March.
    • Handle: RePEc:eee:transa:v:30:y:1996:i:2:p:103-118
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    1. Hensher, David A., 1985. "An econometric model of vehicle use in the household sector," Transportation Research Part B: Methodological, Elsevier, vol. 19(4), pages 303-313, August.
    2. Brownstone, David & Bunch, David S. & Golob, Thomas F., 1994. "A Demand Forecasting System for Clean-Fuel Vehicles," University of California Transportation Center, Working Papers qt79c3g7xv, University of California Transportation Center.
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    5. Golob, Thomas F., 1990. "The Dynamics of Household Travel Time Expenditures and Car Ownership Decisions," University of California Transportation Center, Working Papers qt1676t0bp, University of California Transportation Center.
    6. Hensher, David A. & Le Plastrier, Vicki, 1985. "Towards a dynamic discrete-choice model of household automobile fleet size and composition," Transportation Research Part B: Methodological, Elsevier, vol. 19(6), pages 481-495, December.
    7. van Wissen, Leo & Golob, Thomas F., 1992. "A dynamic model of car fuel-type choice and mobility," Transportation Research Part B: Methodological, Elsevier, vol. 26(1), pages 77-96, February.
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    Cited by:

    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. De Borger, Bruno & Mulalic, Ismir & Rouwendal, Jan, 2016. "Substitution between cars within the household," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 135-156.
    3. Sabreena Anowar & Naveen Eluru & Luis F. Miranda-Moreno, 2014. "Alternative Modeling Approaches Used for Examining Automobile Ownership: A Comprehensive Review," Transport Reviews, Taylor & Francis Journals, vol. 34(4), pages 441-473, July.
    4. Piet Rietveld, 2001. "Biking and Walking: The Position of Non-Motorised Transport Modes in Transport Systems," Tinbergen Institute Discussion Papers 01-111/3, Tinbergen Institute.
    5. Roorda, Matthew J. & Ruiz, Tomás, 2008. "Long- and short-term dynamics in activity scheduling: A structural equations approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(3), pages 545-562, March.
    6. Greene, David L, 1998. "Why CAFE worked," Energy Policy, Elsevier, vol. 26(8), pages 595-613, July.
    7. Golob, Thomas F., 2001. "Structural Equation Modeling For Travel Behavior Research," University of California Transportation Center, Working Papers qt8pb2m1pk, University of California Transportation Center.
    8. Alva González, Miguel Ángel, 2008. "Environmentally Unfriendly Consumption Behaviour: Theoretical and Empirical Evidence from Private Motorists in Mexico City," MPRA Paper 18019, University Library of Munich, Germany.
    9. Bruno De Borger & Jan Rouwendal, 2014. "Car User Taxes, Quality Characteristics, and Fuel Efficiency Household Behaviour and Market Adjustment," Journal of Transport Economics and Policy, University of Bath, vol. 48(3), pages 345-366, September.
    10. Golob, Thomas F., 2003. "Structural equation modeling for travel behavior research," Transportation Research Part B: Methodological, Elsevier, vol. 37(1), pages 1-25, January.
    11. Yamamoto, Toshiyuki & Kitamura, Ryuichi, 2000. "An analysis of household vehicle holding durations considering intended holding durations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(5), pages 339-351, June.
    12. Kazimi, Camilla, 1997. "Evaluating the Environmental Impact of Alternative-Fuel Vehicles," Journal of Environmental Economics and Management, Elsevier, vol. 33(2), pages 163-185, June.
    13. Whitehead, Jake & Franklin, Joel P. & Washington, Simon, 2015. "Transitioning to energy efficient vehicles: An analysis of the potential rebound effects and subsequent impact upon emissions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 250-267.
    14. Golob, Thomas F., 2011. "Structural Equation Modeling For Travel Behavior Research," University of California Transportation Center, Working Papers qt2pn5j58n, University of California Transportation Center.
    15. Perrels, Adriaan & Tuovinen, Tarja, 2012. "The Effectiveness of Differentiation of the Finnish Car Purchase Tax according to Carbon Dioxide Emission Performance," Research Reports 168, VATT Institute for Economic Research.

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