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Determinants of Social Distancing and Economic Activity during COVID-19 : A Global View

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  • Maloney,William F.
  • Taskin,Temel

Abstract

The paper uses Google mobility data to identify the determinants of social distancing during the 2020 COVID-19 outbreak. The findings for the United States indicate that much of the decrease in mobility is voluntary, driven by the number of COVID-19 cases and proxying for greater awareness of risk. Non-pharmaceutical interventions such as closing nonessential businesses, sheltering in place, and school closings are also effective, although with a total contribution dwarfed by the voluntary actions. This suggests that much social distancing will happen regardless of the presence of non-pharmaceutical interventions and that restrictions may often function more like a coordinating device among increasingly predisposed individuals than repressive measures per se. These results are consistent across country income groups, with only the poorest countries showing limited effect of non-pharmaceutical interventions and no voluntary component, consistent with resistance to abandon sources of livelihood. The paper also confirms the direct impact of the voluntary component on economic activity, by showing that the majority of the fall in restaurant reservations in the United States and movie spending in Sweden occurred before the imposition of any non-pharmaceutical interventions. Widespread voluntary de-mobilization implies that releasing constraints may not yield a V-shaped recovery if the reduction in COVID risk is not credible.

Suggested Citation

  • Maloney,William F. & Taskin,Temel, 2020. "Determinants of Social Distancing and Economic Activity during COVID-19 : A Global View," Policy Research Working Paper Series 9242, The World Bank.
  • Handle: RePEc:wbk:wbrwps:9242
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    References listed on IDEAS

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    1. Auld M. Christopher, 2006. "Estimating Behavioral Response to the AIDS Epidemic," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-29, April.
    2. Gonzalez-Eiras, Martin & Niepelt, Dirk, 2020. "On the Optimal "Lockdown" During an Epidemic," CEPR Discussion Papers 14612, C.E.P.R. Discussion Papers.
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    RePEc Biblio mentions

    As found on the RePEc Biblio, the curated bibliography for Economics:
    1. > Economics of Welfare > Health Economics > Economics of Pandemics > Specific pandemics > Covid-19 > Health > Distancing and Lockdown > Voluntary

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    Cited by:

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    2. Jonas E. Arias & Jesús Fernández-Villaverde & Juan F. Rubio-Ramírez & Minchul Shin, 2021. "Bayesian Estimation of Epidemiological Models: Methods, Causality, and Policy Trade-Offs," CESifo Working Paper Series 8977, CESifo.
    3. Wittwer, Glyn & Anderson, Kym, 2021. "COVID-19 and Global Beverage Markets: Implications for Wine," Journal of Wine Economics, Cambridge University Press, vol. 16(2), pages 117-130, May.
    4. Mr. Nicola Pierri & Mr. Yannick Timmer, 2020. "IT Shields: Technology Adoption and Economic Resilience during the COVID-19 Pandemic," IMF Working Papers 2020/208, International Monetary Fund.
    5. Victor Couture & Jonathan I. Dingel & Allison Green & Jessie Handbury & Kevin R. Williams, 2020. "Measuring Movement and Social Contact with Smartphone Data: A Real-time Application to COVID-19," Cowles Foundation Discussion Papers 2241, Cowles Foundation for Research in Economics, Yale University.
    6. Lee, Ryan C. & Sood, Neeraj & Deva, Sohini & Macedo, Marisol & Soto, Daniel W. & Unger, Jennifer B., 2023. "Evaluation of a COVID-19 rapid antigen testing program among student athletes in a public high school district," Evaluation and Program Planning, Elsevier, vol. 98(C).
    7. Chernozhukov, Victor & Kasahara, Hiroyuki & Schrimpf, Paul, 2021. "Causal impact of masks, policies, behavior on early covid-19 pandemic in the U.S," Journal of Econometrics, Elsevier, vol. 220(1), pages 23-62.
    8. Funke, Michael & Ho, Tai-kuang & Tsang, Andrew, 2023. "Containment measures during the COVID pandemic: The role of non-pharmaceutical health policies," Journal of Policy Modeling, Elsevier, vol. 45(1), pages 90-102.
    9. Bisin, Alberto & Moro, Andrea, 2020. "Learning Epidemiology by Doing: The Empirical Implications of a Spatial SIR Model with Behavioral Responses," MPRA Paper 101059, University Library of Munich, Germany.
    10. Vincent Canwat, 2023. "Political economy of COVID-19: windows of opportunities and contestations in East Africa," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
    11. Alfano, Vincenzo & Guarino, Massimo, 2023. "The effect of self-esteem on the spread of a pandemic. A cross-country analysis of the role played by self-esteem in the spread of the COVID-19 pandemic," Social Science & Medicine, Elsevier, vol. 324(C).
    12. Badi H. Baltagi & Ying Deng & Jing Li & Zhenlin Yang, 2023. "Cities in a pandemic: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 63(2), pages 379-408, March.
    13. Loayza,Norman V. & Sanghi,Apurva & Shaharuddin,Nurlina Binti & Wuester,Lucie Johanna, 2020. "Recovery from the Pandemic Crisis : Balancing Short-Term and Long-Term Concerns," Research and Policy Briefs 152797, The World Bank.
    14. Qiu, Yue & Zheng, Yuchen, 2023. "Improving box office projections through sentiment analysis: Insights from regularization-based forecast combinations," Economic Modelling, Elsevier, vol. 125(C).
    15. Oikonomou, Myrto & Pierri, Nicola & Timmer, Yannick, 2023. "IT shields: Technology adoption and economic resilience during the COVID-19 pandemic," Labour Economics, Elsevier, vol. 81(C).
    16. Krenz Astrid & Strulik Holger, 2021. "The benefits of remoteness – digital mobility data, regional road infrastructure, and COVID-19 infections," German Economic Review, De Gruyter, vol. 22(3), pages 257-287, August.
    17. Cepparulo, Brian & Jump, Robert Calvert, 2022. "The impact of Covid-19 restrictions on economic activity: evidence from the Italian regional system," Greenwich Papers in Political Economy 37801, University of Greenwich, Greenwich Political Economy Research Centre.
    18. Ignat Ignatov, 2023. "Convergence Determinants and Club Formation in the EU over 1999-2021," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 37-63.
    19. Loayza,Norman V., 2020. "Costs and Trade-Offs in the Fight Against the COVID-19 Pandemic : A Developing Country Perspective," Research and Policy Briefs 148535, The World Bank.
    20. Daniel Borup & Jorge Wolfgang Hansen & Benjamin Dybro Liengaard & Erik Christian Montes Schütte, 2023. "Quantifying investor narratives and their role during COVID‐19," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(4), pages 512-532, June.
    21. Loris Rubini & John Washburn, 2022. "Mobility during COVID-19 by Demographics," Economics Bulletin, AccessEcon, vol. 42(3), pages 1591-1597.
    22. Gagnon, Joseph E. & Kamin, Steven B. & Kearns, John, 2023. "The impact of the COVID-19 pandemic on global GDP growth," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    23. Hintermann, Beat & Schoeman, Beaumont & Molloy, Joseph & Schatzmann, Thomas & Tchervenkov, Christopher & Axhausen, Kay W., 2023. "The impact of COVID-19 on mobility choices in Switzerland," Transportation Research Part A: Policy and Practice, Elsevier, vol. 169(C).
    24. Daron Acemoglu & Ali Makhdoumi & Azarakhsh Malekian & Asuman Ozdaglar, 2024. "Testing, Voluntary Social Distancing, and the Spread of an Infection," Operations Research, INFORMS, vol. 72(2), pages 533-548, March.

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