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Border effects for domestic travel in China during COVID-19 pandemic

Author

Listed:
  • Ma, Qiwei
  • Liu, Anqi
  • Chen, Yuzhou
  • Tao, Ran

Abstract

While numerous studies have evaluated the role of international borders, few efforts have been made to assess the influence of domestic borders on travel during COVID-19. In China, the nearly three-year travel control, starting in early 2020, has caused considerable fluctuations in public perceptions and sentiments. Domestic travel behaviors were disrupted, and in some regions, even reshaped. This study evaluates border effects for domestic travel in China from 2019 to 2021. Utilizing short-term intercity travel flow data obtained from Baidu Map, we configured and performed a series of modified gravity models to reveal provincial border effects at three levels of detail. Several major conclusions can be drawn from the results: First, there is a consistent border effect on domestic travel within China, both pre-pandemic and during the pandemic. Second, border effects are directional, as they vary for inbound and outbound travel and depend on the origin and destination. Third, border effects exhibit clear spatial patterns that are associated with location and travel distance. Fourth, the impacts of COVID-19 on border effects are predominantly temporary; however, in some instances, they may be long-term. The results highlight the necessity of considering borders when estimating travel flows using spatial interaction models. This study also sheds light on related policymaking, as restricting or loosening travel controls at borders can have profound impacts on economic activities and disease transmission.

Suggested Citation

  • Ma, Qiwei & Liu, Anqi & Chen, Yuzhou & Tao, Ran, 2024. "Border effects for domestic travel in China during COVID-19 pandemic," Journal of Transport Geography, Elsevier, vol. 116(C).
  • Handle: RePEc:eee:jotrge:v:116:y:2024:i:c:s0966692324000668
    DOI: 10.1016/j.jtrangeo.2024.103857
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    References listed on IDEAS

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    1. Chen, Wendong & Chen, Xuewu & Cheng, Long & Liu, Xize & Chen, Jingxu, 2022. "Delineating borders of urban activity zones with free-floating bike sharing spatial interaction network," Journal of Transport Geography, Elsevier, vol. 104(C).
    2. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    3. Hamish Gibbs & Yang Liu & Carl A. B. Pearson & Christopher I. Jarvis & Chris Grundy & Billy J. Quilty & Charlie Diamond & Rosalind M. Eggo, 2020. "Changing travel patterns in China during the early stages of the COVID-19 pandemic," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    4. Robert C. Feenstra, 2002. "Border Effects and the Gravity Equation: Consistent Methods for Estimation," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(5), pages 491-506, November.
    5. Li, Tao & Wang, Jiaoe & Huang, Jie & Yang, Wenyue & Chen, Zhuo, 2021. "Exploring the dynamic impacts of COVID-19 on intercity travel in China," Journal of Transport Geography, Elsevier, vol. 95(C).
    6. Zhang, Yahua & Zhang, Anming & Wang, Jiaoe, 2020. "Exploring the roles of high-speed train, air and coach services in the spread of COVID-19 in China," Transport Policy, Elsevier, vol. 94(C), pages 34-42.
    7. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    8. Sheng Wei & Lei Wang, 2020. "Examining the population flow network in China and its implications for epidemic control based on Baidu migration data," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-10, December.
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