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The effect of subway policies on gasoline consumption: Subway expansion versus fare changes

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  • Liu, Antung A.
  • Wang, Yucheng
  • Zhang, Lei

Abstract

Investments in urban light rail are meant to replace driving and alleviate emissions from road transportation, but little research has documented the direct link between alternative subway policies and gasoline consumption, leaving it unclear which subway policies are more efficient. Based on a unique dataset from a major gasoline retailer in China, this paper compares the effect of expanding the subway network with that of revising the fare. We find that both subway expansion and the fare change significantly impact gasoline consumption in the short run, but the effect of expanding the subway network is larger and more durable. A cost–benefit calculation also finds that subway network expansion is more cost-effective in reducing driving than changing the fare.

Suggested Citation

  • Liu, Antung A. & Wang, Yucheng & Zhang, Lei, 2025. "The effect of subway policies on gasoline consumption: Subway expansion versus fare changes," Journal of Urban Economics, Elsevier, vol. 149(C).
  • Handle: RePEc:eee:juecon:v:149:y:2025:i:c:s0094119025000609
    DOI: 10.1016/j.jue.2025.103795
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    References listed on IDEAS

    as
    1. Zhang, Xiao-Bing & Fei, Yinxin & Zheng, Ying & Zhang, Lei, 2020. "Price ceilings as focal points to reach price uniformity: Evidence from a Chinese gasoline market," Energy Economics, Elsevier, vol. 92(C).
    2. Yizhen Gu & Chang Jiang & Junfu Zhang & Ben Zou, 2021. "Subways and Road Congestion," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 83-115, April.
    3. Gabriel Kreindler & Arya Gaduh & Tilman Graff & Rema Hanna & Benjamin A. Olken, 2023. "Optimal Public Transportation Networks: Evidence from the World's Largest Bus Rapid Transit System in Jakarta," NBER Working Papers 31369, National Bureau of Economic Research, Inc.
    4. Beaudoin, Justin & Lin Lawell, C.-Y. Cynthia, 2018. "The effects of public transit supply on the demand for automobile travel," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 447-467.
    5. Xie, Lunyu, 2016. "Automobile usage and urban rail transit expansion: evidence from a natural experiment in Beijing, China," Environment and Development Economics, Cambridge University Press, vol. 21(5), pages 557-580, October.
    6. Yihsu Chen & Alexander Whalley, 2012. "Green Infrastructure: The Effects of Urban Rail Transit on Air Quality," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 58-97, February.
    7. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, November.
    8. Li, Shanjun & Liu, Yanyan & Purevjav, Avralt-Od & Yang, Lin, 2019. "Does subway expansion improve air quality?," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 213-235.
    9. Leonardo J. Basso & Hugo E. Silva, 2014. "Efficiency and Substitutability of Transit Subsidies and Other Urban Transport Policies," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 1-33, November.
    10. Borck, Rainald, 2019. "Public transport and urban pollution," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 356-366.
    11. Manasi Deshpande & Yue Li, 2019. "Who Is Screened Out? Application Costs and the Targeting of Disability Programs," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 213-248, November.
    12. Gohl, Niklas & Schrauth, Philipp, 2024. "JUE insight: Ticket to paradise? The effect of a public transport subsidy on air quality," Journal of Urban Economics, Elsevier, vol. 142(C).
    13. Butts, Kyle, 2023. "JUE Insight: Difference-in-differences with geocoded microdata," Journal of Urban Economics, Elsevier, vol. 133(C).
    14. David P. Byrne & Nicolas de Roos, 2019. "Learning to Coordinate: A Study in Retail Gasoline," American Economic Review, American Economic Association, vol. 109(2), pages 591-619, February.
    15. Milena Almagro & Felipe Barbieri & Juan Camilo Castillo & Nathaniel G. Hickok & Tobias Salz, 2024. "Optimal Urban Transportation Policy: Evidence from Chicago," NBER Working Papers 32185, National Bureau of Economic Research, Inc.
    16. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    17. Ian W. H. Parry & Kenneth A. Small, 2009. "Should Urban Transit Subsidies Be Reduced?," American Economic Review, American Economic Association, vol. 99(3), pages 700-724, June.
    18. Yang, Jun & Chen, Shuai & Qin, Ping & Lu, Fangwen & Liu, Antung A., 2018. "The effect of subway expansions on vehicle congestion: Evidence from Beijing," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 114-133.
    19. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    20. Nicolas Gendron-Carrier & Marco Gonzalez-Navarro & Stefano Polloni & Matthew A. Turner, 2022. "Subways and Urban Air Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 164-196, January.
    21. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    22. Panle Jia Barwick & Shanjun Li & Andrew Waxman & Jing Wu & Tianli Xia, 2024. "Efficiency and Equity Impacts of Urban Transportation Policies with Equilibrium Sorting," American Economic Review, American Economic Association, vol. 114(10), pages 3161-3205, October.
    23. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    24. Su, Qing, 2011. "The effect of population density, road network density, and congestion on household gasoline consumption in U.S. urban areas," Energy Economics, Elsevier, vol. 33(3), pages 445-452, May.
    25. Brantly Callaway & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2021. "Difference-in-Differences with a Continuous Treatment," Papers 2107.02637, arXiv.org, revised Dec 2025.
    26. Yang, Jun & Liu, Ying & Qin, Ping & Liu, Antung A., 2014. "A review of Beijing׳s vehicle registration lottery: Short-term effects on vehicle growth and fuel consumption," Energy Policy, Elsevier, vol. 75(C), pages 157-166.
    27. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    28. Jean-Francois Houde, 2012. "Spatial Differentiation and Vertical Mergers in Retail Markets for Gasoline," American Economic Review, American Economic Association, vol. 102(5), pages 2147-2182, August.
    29. Proost, Stef & Dender, Kurt Van, 2008. "Optimal urban transport pricing in the presence of congestion, economies of density and costly public funds," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(9), pages 1220-1230, November.
    30. Davis, Lucas W., 2021. "Estimating the price elasticity of demand for subways: Evidence from Mexico," Regional Science and Urban Economics, Elsevier, vol. 87(C).
    31. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
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