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Transport Affordability and Automobile Debt in the United States

Author

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  • Klein, Nicholas J.

    (Conrell University)

  • Palm, Matthew
  • Connaughton, Stella

Abstract

Rising transportation costs have sparked widespread concern, with media headlines questioning whether the era of inexpensive automobility is over. Yet existing analyses often rely on sticker prices and aggregated sales data, failing to account for the full range of ownership costs such as insurance, fuel, and debt payments. This study bridges that gap by examining transportation affordability and “forced car ownership”—low-income households incurring high automobile costs due to limited alternatives. Using data from the U.S. Consumer Expenditure Survey from 1984 to 2023, we analyze trends in transportation expenditures, debt, and affordability using descriptive statistics, ordinary least squares (OLS), and binary logistic regression. Our findings reveal that while transportation expenditures have increased in nominal terms, real expenditures have remained relatively stable, and transportation costs as a share of household expenditures have declined since the 1980s. However, significant disparities persist. Low-income households, Black households, and households with multiple vehicles face disproportionate transportation cost burdens, with debt playing a critical role. Households in the bottom income deciles devote significantly higher shares of income to transportation, often driven by auto loans. Regional and demographic variations highlight structural inequities, with rural households and Southerners incurring higher absolute debt levels. These results underscore the inadequacy of existing affordability thresholds and the need for more comprehensive metrics that account for debt. By identifying the determinants of forced car ownership and its uneven distribution, this study offers policy-relevant insights into where transportation affordability initiatives should be targeted, and for whom.

Suggested Citation

  • Klein, Nicholas J. & Palm, Matthew & Connaughton, Stella, 2025. "Transport Affordability and Automobile Debt in the United States," SocArXiv w4jr2_v1, Center for Open Science.
  • Handle: RePEc:osf:socarx:w4jr2_v1
    DOI: 10.31219/osf.io/w4jr2_v1
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    References listed on IDEAS

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    1. Giovanni Vecchio & Ignacio Tiznado-Aitken & Bryan Castillo & Stefan Steiniger, 2024. "Fair transport policies for older people: accessibility and affordability of public transport in Santiago, Chile," Transportation, Springer, vol. 51(2), pages 689-715, April.
    2. Carrie Makarewicz & Prentiss Dantzler & Arlie Adkins, 2020. "Another Look at Location Affordability: Understanding the Detailed Effects of Income and Urban Form on Housing and Transportation Expenditures," Housing Policy Debate, Taylor & Francis Journals, vol. 30(6), pages 1033-1055, November.
    3. Jeroen Bastiaanssen & Daniel Johnson & Karen Lucas, 2020. "Does transport help people to gain employment? A systematic review and meta-analysis of the empirical evidence," Transport Reviews, Taylor & Francis Journals, vol. 40(5), pages 607-628, July.
    4. Gurley, Tami & Bruce, Donald, 2005. "The effects of car access on employment outcomes for welfare recipients," Journal of Urban Economics, Elsevier, vol. 58(2), pages 250-272, September.
    5. Jean-Pierre Nicolas & Nicolas Pelé, 2017. "Measuring trends in household expenditures for daily mobility. The case in Lyon, France, between 1995 and 2015," Post-Print halshs-02127742, HAL.
    6. Nicolas, Jean-Pierre & Pelé, Nicolas, 2017. "Measuring trends in household expenditures for daily mobility. The case in Lyon, France, between 1995 and 2015," Transport Policy, Elsevier, vol. 59(C), pages 82-92.
    7. Sabreena Anowar & Naveen Eluru & Luis F. Miranda-Moreno, 2018. "How household transportation expenditures have evolved in Canada: a long term perspective," Transportation, Springer, vol. 45(5), pages 1297-1317, September.
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