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Impacts of Social Distancing Policy and Vaccination During the COVID-19 Pandemic in the Republic of Korea

Author

Listed:
  • Kim, Kijin

    (Asian Development Bank)

  • Kim, Soyoung

    (Seoul National University)

  • Lee, Donghyun

    (Seoul National University)

  • Park, Cyn-Young

    (Asian Development Bank)

Abstract

This paper investigates the dynamic impact of social distancing policy on coronavirus disease (COVID-19) infection control, mobility of people, and consumption expenditures in the Republic of Korea. We employ structural and threshold vector autoregressive (VAR) models using big-data-driven mobility data, credit card expenditure, and a social distancing index. We find that the social distancing policy significantly reduces the spread of COVID-19, but there exists a significant, growing trade-off between infection control and economic activity over time. When the level of stringency in social distancing is already high, its marginal effect on mobility is estimated to be smaller than when social distancing stringency is low. Increased vaccination is found to significantly reduce the critical rate while it increases visitors and consumption expenditures. The results also show that the effect of social distancing policy on mobility reduction is strongest among the population of age under 20 and the weakest among the population of age over 60.

Suggested Citation

  • Kim, Kijin & Kim, Soyoung & Lee, Donghyun & Park, Cyn-Young, 2022. "Impacts of Social Distancing Policy and Vaccination During the COVID-19 Pandemic in the Republic of Korea," ADB Economics Working Paper Series 658, Asian Development Bank.
  • Handle: RePEc:ris:adbewp:0658
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    as
    1. Askitas, Nikos & Tatsiramos, Konstantinos & Verheyden, Bertrand, 2020. "Lockdown Strategies, Mobility Patterns and COVID-19," IZA Discussion Papers 13293, Institute of Labor Economics (IZA).
    2. Brzezinski, Adam & Deiana, Guido & Kecht, Valentin & Van Dijcke, David, 2020. "The COVID-19 Pandemic: Government vs. Community Action Across the United States," INET Oxford Working Papers 2020-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    3. Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
    4. Isiaka Akande Raifu & Terver Theophilus Kumeka & Alarudeen Aminu, 2021. "Reaction of stock market returns to COVID-19 pandemic and lockdown policy: evidence from Nigerian firms stock returns," Future Business Journal, Springer, vol. 7(1), pages 1-16, December.
    5. Juan Yang & Valentina Marziano & Xiaowei Deng & Giorgio Guzzetta & Juanjuan Zhang & Filippo Trentini & Jun Cai & Piero Poletti & Wen Zheng & Wei Wang & Qianhui Wu & Zeyao Zhao & Kaige Dong & Guangjie , 2021. "Despite vaccination, China needs non-pharmaceutical interventions to prevent widespread outbreaks of COVID-19 in 2021," Nature Human Behaviour, Nature, vol. 5(8), pages 1009-1020, August.
    6. Mr. Pragyan Deb & Davide Furceri & Mr. Jonathan David Ostry & Nour Tawk, 2020. "The Effect of Containment Measures on the COVID-19 Pandemic," IMF Working Papers 2020/159, International Monetary Fund.
    7. Daron Acemoglu & Victor Chernozhukov & Iván Werning & Michael D. Whinston, 2021. "Optimal Targeted Lockdowns in a Multigroup SIR Model," American Economic Review: Insights, American Economic Association, vol. 3(4), pages 487-502, December.
    8. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    9. Victor Couture & Jonathan Dingel & Allison Green & Jessie Handbury & Kevin Williams, 2020. "Measuring Movement and Social Contact with Smartphone Data: A Real-Time Application to COVID-19," Opportunity and Inclusive Growth Institute Working Papers 35, Federal Reserve Bank of Minneapolis.
    10. Rikard Forslid & Mathias Herzing, 2021. "Assessing the consequences of quarantines during a pandemic," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(7), pages 1115-1128, September.
    11. Soyoung Kim & Yae-Jean Kim & Kyong Ran Peck & Youngsuk Ko & Jonggul Lee & Eunok Jung, 2020. "Keeping Low Reproductive Number Despite the Rebound Population Mobility in Korea, a Country Never under Lockdown during the COVID-19 Pandemic," IJERPH, MDPI, vol. 17(24), pages 1-9, December.
    12. Eduardo Levy Yeyati & Luca Sartorio, 2020. "Take me out: De facto limits on strict lockdowns in developing countries," Department of Economics Working Papers wp_gob_2020_08, Universidad Torcuato Di Tella.
    13. Eduardo Levi Yeyati & Luca Sartorio, 2020. "Take me out: De facto limits on strict lockdowns in developing countries," Working Papers 15, Red Nacional de Investigadores en Economía (RedNIE).
    14. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    15. Valentina Marziano & Giorgio Guzzetta & Alessia Mammone & Flavia Riccardo & Piero Poletti & Filippo Trentini & Mattia Manica & Andrea Siddu & Antonino Bella & Paola Stefanelli & Patrizio Pezzotti & Ma, 2021. "The effect of COVID-19 vaccination in Italy and perspectives for living with the virus," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
    16. Nina Haug & Lukas Geyrhofer & Alessandro Londei & Elma Dervic & Amélie Desvars-Larrive & Vittorio Loreto & Beate Pinior & Stefan Thurner & Peter Klimek, 2020. "Ranking the effectiveness of worldwide COVID-19 government interventions," Nature Human Behaviour, Nature, vol. 4(12), pages 1303-1312, December.
    17. M. Keith Chen & Devin G. Pope, 2020. "Geographic Mobility in America: Evidence from Cell Phone Data," NBER Working Papers 27072, National Bureau of Economic Research, Inc.
    18. Nathan S. Balke, 2000. "Credit and Economic Activity: Credit Regimes and Nonlinear Propagation of Shocks," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 344-349, May.
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    More about this item

    Keywords

    COVID-19; social distancing policy; mobility; vaccination; Republic of Korea; structural VAR; threshold VAR;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy

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