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Online shopping, brick-and-mortar retailers and transit ridership in the U.S

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  • Malalgoda, Narendra
  • Lim, Siew Hoon

Abstract

With increasing trends in online shopping, brick-and-mortar retailers have experienced declines in businesses forcing them to close down completely, downsize or go online. Shopping malls and strip malls, for example, have been faced with less foot traffic in recent years, while struggling to retain and attract new businesses to operate in various locations. Similarly, public transit agencies in the U.S have seen declines in ridership. Using a bivariate probit model and consumer-level data to examine the inter-relationship between online shopping, mall visits and public transit use, this study seeks to determine if online shopping activities contribute to the declines in public transit ridership in the U.S. Our results indicate that public transit use is positively associated with mall visits; for consumers who are online shoppers, online shopping creates a negative effect on mall visits thereby reducing their public transit use. This effect, however, is small relative to the effect of car ownership.

Suggested Citation

  • Malalgoda, Narendra & Lim, Siew Hoon, 2023. "Online shopping, brick-and-mortar retailers and transit ridership in the U.S," Research in Transportation Economics, Elsevier, vol. 102(C).
    • Handle: RePEc:eee:retrec:v:102:y:2023:i:c:s0739885923000987
    DOI: 10.1016/j.retrec.2023.101358
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    1. Hsiao, Ming-Hsiung, 2009. "Shopping mode choice: Physical store shopping versus e-shopping," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(1), pages 86-95, January.
    2. Maksim Belitski & Christina Guenther & Alexander S. Kritikos & Roy Thurik, 2022. "Economic effects of the COVID-19 pandemic on entrepreneurship and small businesses," Small Business Economics, Springer, vol. 58(2), pages 593-609, February.
    3. Rotem-Mindali, Orit & Salomon, Ilan, 2007. "The impacts of E-retail on the choice of shopping trips and delivery: Some preliminary findings," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(2), pages 176-189, February.
    4. Yasaman S. Lashgari & Sina Shahab, 2022. "The Impact of the COVID-19 Pandemic on Retail in City Centres," Sustainability, MDPI, vol. 14(18), pages 1-13, September.
    5. Ali Hortaçsu & Chad Syverson, 2015. "The Ongoing Evolution of US Retail: A Format Tug-of-War," Journal of Economic Perspectives, American Economic Association, vol. 29(4), pages 89-112, Fall.
    6. Robert W. Fairlie, 2020. "The Impact of Covid-19 on Small Business Owners: Evidence of Early-Stage Losses from the April 2020 Current Population Survey," NBER Working Papers 27309, National Bureau of Economic Research, Inc.
    7. 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.
    8. Paulley, Neil & Balcombe, Richard & Mackett, Roger & Titheridge, Helena & Preston, John & Wardman, Mark & Shires, Jeremy & White, Peter, 2006. "The demand for public transport: The effects of fares, quality of service, income and car ownership," Transport Policy, Elsevier, vol. 13(4), pages 295-306, July.
    9. Hall, Jonathan D. & Palsson, Craig & Price, Joseph, 2018. "Is Uber a substitute or complement for public transit?," Journal of Urban Economics, Elsevier, vol. 108(C), pages 36-50.
    10. Alexander W. Bartik & Marianne Bertrand & Zoe Cullen & Edward L. Glaeser & Michael Luca & Christopher Stanton, 2020. "The impact of COVID-19 on small business outcomes and expectations," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(30), pages 17656-17666, July.
    11. William Greene, 1998. "Gender Economics Courses in Liberal Arts Colleges: Comment," Working Papers 98-06, New York University, Leonard N. Stern School of Business, Department of Economics.
    12. Cowles, Deborah L. & Kiecker, Pamela & Little, Michael W., 2002. "Using key informant insights as a foundation for e-retailing theory development," Journal of Business Research, Elsevier, vol. 55(8), pages 629-636, August.
    13. Redman, Lauren & Friman, Margareta & Gärling, Tommy & Hartig, Terry, 2013. "Quality attributes of public transport that attract car users: A research review," Transport Policy, Elsevier, vol. 25(C), pages 119-127.
    14. William H. Greene, 1998. "Gender Economics Courses in Liberal Arts Colleges: Further Results," The Journal of Economic Education, Taylor & Francis Journals, vol. 29(4), pages 291-300, January.
    15. Klein, Nicholas J. & Guerra, Erick & Smart, Michael J., 2018. "The Philadelphia story: Age, race, gender and changing travel trends," Journal of Transport Geography, Elsevier, vol. 69(C), pages 19-25.
    16. Orit Rotem-Mindali & Jesse Weltevreden, 2013. "Transport effects of e-commerce: what can be learned after years of research?," Transportation, Springer, vol. 40(5), pages 867-885, September.
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    2. Escudero-Gómez, Luis Alfonso, 2024. "Shopping centers challenging decline: Competitive strategies in three case studies from Madrid's urban area," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).

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