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A study on the determinants of private car ownership in China: Findings from the panel data

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  • Wu, Na
  • Zhao, Shengchuan
  • Zhang, Qi
Abstract
This study examines the determinants of private car ownership in China. The target cities are 32 provincial capital cities and the target period is from 2001 to 2011. In order to capture the individual effects (heterogeneity), the fixed and random effect models are adopted and compared, in which 8 explanatory variables are selected to include economic characteristics, urban characteristics, and transportation characteristics. Moreover, double natural logarithm model is employed to measure the elastic relationship between the private car ownership and regressors. The estimated results show that the fixed effect model performs better than pooled regression model and the random effect model. In addition, there are variations of private car ownership among cities and regions. Finally, the influence of factors responsible for these variations is also presented and discussed in this paper.

Suggested Citation

  • Wu, Na & Zhao, Shengchuan & Zhang, Qi, 2016. "A study on the determinants of private car ownership in China: Findings from the panel data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 186-195.
    • Handle: RePEc:eee:transa:v:85:y:2016:i:c:p:186-195
    DOI: 10.1016/j.tra.2016.01.012
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    1. Mintesnot Woldeamanuel & Rita Cyganski & Angelika Schulz & Andreas Justen, 2009. "Variation of households ’ car ownership across time: application of a panel data model," Transportation, Springer, vol. 36(4), pages 371-387, July.
    2. Hao, Han & Wang, Hewu & Yi, Ran, 2011. "Hybrid modeling of China’s vehicle ownership and projection through 2050," Energy, Elsevier, vol. 36(2), pages 1351-1361.
    3. Nolan, Anne, 2010. "A dynamic analysis of household car ownership," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(6), pages 446-455, July.
    4. Storchmann, Karl, 2005. "Long-Run Gasoline demand for passenger cars: the role of income distribution," Energy Economics, Elsevier, vol. 27(1), pages 25-58, January.
    5. Bilotkach, Volodymyr & Lakew, Paulos Ashebir, 2014. "On sources of market power in the airline industry: Panel data evidence from the US airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 288-305.
    6. Dargay, Joyce & Gately, Dermot, 1999. "Income's effect on car and vehicle ownership, worldwide: 1960-2015," Transportation Research Part A: Policy and Practice, Elsevier, vol. 33(2), pages 101-138, February.
    7. Dargay, Joyce M, 2001. "The effect of income on car ownership: evidence of asymmetry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(9), pages 807-821, November.
    8. Dargay, Joyce M., 2002. "Determinants of car ownership in rural and urban areas: a pseudo-panel analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(5), pages 351-366, September.
    9. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    10. Huo, Hong & Wang, Michael, 2012. "Modeling future vehicle sales and stock in China," Energy Policy, Elsevier, vol. 43(C), pages 17-29.
    11. Buxton, M J & Rhys, D G, 1972. "The Demand for Car Ownersip: A Note," Scottish Journal of Political Economy, Scottish Economic Society, vol. 19(2), pages 175-181, June.
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