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Disentangling policy and structural effects on car-ownership for car-owning and carless US households during and after the COVID-19 pandemic

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  • Thakuriah, Piyushimita (Vonu)

Abstract

This research analyzed car-ownership in the US during and after the COVID-19 pandemic, by utilizing a nationally representative household survey spanning from January 2020 to March 2022. Using a multilevel Hurdle model with month and state random effects, vehicle ownership trends are separately modeled for car-owning and carless households within the same modeling framework, while accounting for endogeneity and unobserved heterogeneity. An increase in the total amount of economic stimulus funding received increased the odds of vehicle ownership, while high car prices, high levels of housing expenditures, living in multi-family dwelling, and being from minority and low-skilled worker families negatively affected car-ownership. Greater household labor force participation, increases in household size and young persons in the household, living in states with high COVID caseloads and with moderately stringent Stay-at-Home social distancing mandates affected car-ownership propensities differently for car-owning and carless households. The significance of the research is that it disentangled pandemic-related and transportation policy variables from changes in household structure, living arrangements and employment-related characteristics. The analysis jointly considered how short-term pandemic-related influences as well as long-term demographic and occupational factors differently affect car-ownership for car-owning households and those without cars. Policy implications are drawn for consumer protection in the car ownership process, auto loan forbearance in future economic disruptions, strategies for public transportation which has continued to suffer from lower levels of use, and sustainability programs due to higher volumes of older used cars.

Suggested Citation

  • Thakuriah, Piyushimita (Vonu), 2024. "Disentangling policy and structural effects on car-ownership for car-owning and carless US households during and after the COVID-19 pandemic," Transport Policy, Elsevier, vol. 157(C), pages 20-33.
    • Handle: RePEc:eee:trapol:v:157:y:2024:i:c:p:20-33
    DOI: 10.1016/j.tranpol.2024.06.008
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    as
    1. Marsden, Greg & Docherty, Iain, 2013. "Insights on disruptions as opportunities for transport policy change," Transportation Research Part A: Policy and Practice, Elsevier, vol. 51(C), pages 46-55.
    2. Kilian, Lutz & Zhou, Xiaoqing, 2022. "The impact of rising oil prices on U.S. inflation and inflation expectations in 2020–23," Energy Economics, Elsevier, vol. 113(C).
    3. Basu, Rounaq & Ferreira, Joseph, 2021. "Sustainable mobility in auto-dominated Metro Boston: Challenges and opportunities post-COVID-19," Transport Policy, Elsevier, vol. 103(C), pages 197-210.
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    5. Kenneth Gillingham & Tsvetan Tsvetanov, 2019. "Hurdles and steps: Estimating demand for solar photovoltaics," Quantitative Economics, Econometric Society, vol. 10(1), pages 275-310, January.
    6. Mullahy, John, 1986. "Specification and testing of some modified count data models," Journal of Econometrics, Elsevier, vol. 33(3), pages 341-365, December.
    7. Jonathan A. Parker & Jake Schild & Laura Erhard & David S. Johnson, 2021. "Household Spending Responses to the Economic Impact Payments of 2020: Evidence from the Consumer Expenditure Survey," Economic Working Papers 544, Bureau of Labor Statistics.
    8. Gamber, William & Graham, James & Yadav, Anirudh, 2023. "Stuck at home: Housing demand during the COVID-19 pandemic," Journal of Housing Economics, Elsevier, vol. 59(PB).
    9. Cindy Xin Feng, 2021. "A comparison of zero-inflated and hurdle models for modeling zero-inflated count data," Journal of Statistical Distributions and Applications, Springer, vol. 8(1), pages 1-19, December.
    10. Nazneen Ferdous & Abdul Pinjari & Chandra Bhat & Ram Pendyala, 2010. "A comprehensive analysis of household transportation expenditures relative to other goods and services: an application to United States consumer expenditure data," Transportation, Springer, vol. 37(3), pages 363-390, May.
    11. Ayres, Ian & Siegelman, Peter, 1995. "Race and Gender Discrimination in Bargaining for a New Car," American Economic Review, American Economic Association, vol. 85(3), pages 304-321, June.
    12. Luyu Liu & Harvey J Miller & Jonathan Scheff, 2020. "The impacts of COVID-19 pandemic on public transit demand in the United States," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-22, November.
    13. de Palma, André & Vosough, Shaghayegh & Liao, Feixiong, 2022. "An overview of effects of COVID-19 on mobility and lifestyle: 18 months since the outbreak," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 372-397.
    14. 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.
    15. Grigoli, Francesco & Koczan, Zsoka & Topalova, Petia, 2018. "Drivers of Labor Force Participation in Advanced Economies: Macro and Micro Evidence," GLO Discussion Paper Series 265, Global Labor Organization (GLO).
    16. Yang, Hongtai & Zhai, Guocong & Liu, Xiaohan & Yang, Linchuan & Liu, Yugang & Yuan, Quan, 2022. "Determinants of city-level private car ownership: Effect of vehicle regulation policies and the relative price," Transport Policy, Elsevier, vol. 115(C), pages 40-48.
    17. Parker, Madeleine E.G. & Li, Meiqing & Bouzaghrane, Mohamed Amine & Obeid, Hassan & Hayes, Drake & Frick, Karen Trapenberg & Rodríguez, Daniel A. & Sengupta, Raja & Walker, Joan & Chatman, Daniel G., 2021. "Public transit use in the United States in the era of COVID-19: Transit riders’ travel behavior in the COVID-19 impact and recovery period," Transport Policy, Elsevier, vol. 111(C), pages 53-62.
    18. Joanna Moody & Elizabeth Farr & Marisa Papagelis & David R. Keith, 2021. "The value of car ownership and use in the United States," Nature Sustainability, Nature, vol. 4(9), pages 769-774, September.
    19. Hensher, David A. & Wei, Edward & Beck, MatthewJ. & Balbontin, Camila, 2021. "The impact of COVID-19 on cost outlays for car and public transport commuting - The case of the Greater Sydney Metropolitan Area after three months of restrictions," Transport Policy, Elsevier, vol. 101(C), pages 71-80.
    20. Xinba Li & Chuanrong Zhang, 2021. "Did the COVID-19 Pandemic Crisis Affect Housing Prices Evenly in the U.S.?," Sustainability, MDPI, vol. 13(21), pages 1-28, November.
    21. Thakuriah (Vonu), Piyushimita & Persky, Joseph & Soot, Siim & Sriraj, P.S., 2013. "Costs and benefits of employment transportation for low-wage workers: An assessment of job access public transportation services," Evaluation and Program Planning, Elsevier, vol. 37(C), pages 31-42.
    22. Brett A. Mccully & Karen M. Pence & Daniel J. Vine, 2019. "How Much Are Car Purchases Driven by Home Equity Withdrawal?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(5), pages 1403-1426, August.
    23. Paul M. Ong, 2002. "Car ownership and welfare-to-work," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(2), pages 239-252.
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