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The 2-month lockdown and commuting behavior transformation in Shanghai: A phone signal data-based analysis

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  • Xiao, Weiye
  • Li, Han
  • Yuan, Feng
  • Chen, Wen

Abstract

Research on COVID-19's influence on urban mobility often compares pre-pandemic patterns with those during or post-pandemic, emphasizing the decline due to lockdowns and recovery after vaccinations. However, the pandemic's impact on urban mobility and commuting trends, extending beyond the virus's immediate presence, is multifaceted, particularly considering its three-year span and diverse lockdown policies. Our study delves deeper into the effects of Shanghai's 2-month lockdown in 2022, from early April to end of May. Leveraging granular phone signal data, we meticulously compared and analyzed the geospatial dynamics of commuting between May 2021 and July 2022. Our findings revealed a notable contraction in commuting distances. Regions previously characterized by extensive long-distance commuting lost their allure post-lockdown. Intriguingly, administrative boundaries emerged as new impediments to commuting, an outcome that cannot be solely attributed to COVID-19 apprehensions. The empirical evidence suggests the possibility of a structural change in the commuting behavior of people in Shanghai, which is unlikely to be a consequence of the virus itself and more a result of stringent and arguably excessive lockdown protocols.

Suggested Citation

  • Xiao, Weiye & Li, Han & Yuan, Feng & Chen, Wen, 2024. "The 2-month lockdown and commuting behavior transformation in Shanghai: A phone signal data-based analysis," Transport Policy, Elsevier, vol. 150(C), pages 149-161.
    • Handle: RePEc:eee:trapol:v:150:y:2024:i:c:p:149-161
    DOI: 10.1016/j.tranpol.2024.03.011
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    1. Alexander Bick & Adam Blandin & Karel Mertens, 2023. "Work from Home before and after the COVID-19 Outbreak," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(4), pages 1-39, October.
    2. Li, Teng & Barwick, Panle Jia & Deng, Yongheng & Huang, Xinfei & Li, Shanjun, 2023. "The COVID-19 pandemic and unemployment: Evidence from mobile phone data from China," Journal of Urban Economics, Elsevier, vol. 135(C).
    3. Fang, Hanming & Wang, Long & Yang, Yang, 2020. "Human mobility restrictions and the spread of the Novel Coronavirus (2019-nCoV) in China," Journal of Public Economics, Elsevier, vol. 191(C).
    4. 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.
    5. Wei Tian, 2021. "How China Managed the COVID-19 Pandemic," Asian Economic Papers, MIT Press, vol. 20(1), pages 75-101, Winter/Sp.
    6. Han Li & Justin Stoler, 2023. "COVID-19 and Urban Futures: Impacts on Business Closures in Miami-Dade County," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 113(4), pages 834-856, April.
    7. Xiao, Weiye & Wei, Yehua Dennis & Wan, Neng, 2021. "Modeling job accessibility using online map data: An extended two-step floating catchment area method with multiple travel modes," Journal of Transport Geography, Elsevier, vol. 93(C).
    8. Stephen M. Kissler & Nishant Kishore & Malavika Prabhu & Dena Goffman & Yaakov Beilin & Ruth Landau & Cynthia Gyamfi-Bannerman & Brian T. Bateman & Jon Snyder & Armin S. Razavi & Daniel Katz & Jonatha, 2020. "Reductions in commuting mobility correlate with geographic differences in SARS-CoV-2 prevalence in New York City," Nature Communications, Nature, vol. 11(1), pages 1-6, December.
    9. Frank Schlosser & Benjamin F. Maier & Olivia Jack & David Hinrichs & Adrian Zachariae & Dirk Brockmann, 2020. "COVID-19 lockdown induces disease-mitigating structural changes in mobility networks," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(52), pages 32883-32890, December.
    10. Deborah Salon & Laura Mirtich & Matthew Wigginton Bhagat-Conway & Adam Costello & Ehsan Rahimi & Abolfazl & Mohammadian & Rishabh Singh Chauhan & Sybil Derrible & Denise da Silva Baker & Ram M. Pendya, 2022. "The COVID-19 Pandemic and the Future of Telecommuting in the United States," Papers 2210.00067, arXiv.org.
    11. Rosenthal, Stuart S. & Strange, William C. & Urrego, Joaquin A., 2022. "JUE insight: Are city centers losing their appeal? Commercial real estate, urban spatial structure, and COVID-19," Journal of Urban Economics, Elsevier, vol. 127(C).
    12. Zheng, Zhong & Zhou, Suhong & Deng, Xingdong, 2021. "Exploring both home-based and work-based jobs-housing balance by distance decay effect," Journal of Transport Geography, Elsevier, vol. 93(C).
    13. Yu, Ling & Zhao, Pengjun & Tang, Junqing & Pang, Liang, 2023. "Changes in tourist mobility after COVID-19 outbreaks," Annals of Tourism Research, Elsevier, vol. 98(C).
    14. Jiang, Shixiong & Cai, Canhuang, 2022. "Unraveling the dynamic impacts of COVID-19 on metro ridership: An empirical analysis of Beijing and Shanghai, China," Transport Policy, Elsevier, vol. 127(C), pages 158-170.
    15. Tsai, I-Chun & Chiang, Ying-Hui & Lin, Shih-Yuan, 2022. "Effect of COVID-19 lockdowns on city-center and suburban housing markets: Evidence from Hangzhou, China," Journal of Asian Economics, Elsevier, vol. 83(C).
    16. Pan, Yu & He, Sylvia Y., 2022. "Analyzing COVID-19’s impact on the travel mobility of various social groups in China’s Greater Bay Area via mobile phone big data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 263-281.
    17. Chen, Ruoyu & Zhang, Min & Zhou, Jiangping, 2023. "Jobs-housing relationships before and amid COVID-19: An excess-commuting approach," Journal of Transport Geography, Elsevier, vol. 106(C).
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