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Geographic spread of COVID‐19 and local economies: Heterogeneous effects by establishment size and industry

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  • Jun Sung Kim
  • Taehoon Kim

Abstract

Using province‐level establishments and employment data from the Korean Employment Insurance Database, this paper investigates how the regional spread of COVID‐19 affects local businesses and unemployment by establishment size and industry. We find that the number of small establishments declines substantially after the COVID‐19 pandemic through a decrease in new establishment creation and a surge in establishment closures. By contrast, large establishments are not affected significantly. Examining the numbers of unemployment benefits (UB) applicants, an indicator of unemployment, we find that the higher the rate of COVID‐19 confirmed cases in a province, the higher the number of UB applicants, regardless of their previous workplace size. Our analysis of employment insurance subscribers further confirms that the regional spread of COVID‐19 leads to a significant reduction in employment and job mobility in small establishments. Regarding industry heterogeneity in the COVID‐19 effects, we find that local COVID‐19 outbreaks affect local industries more through the reduction in establishment creation and new employment than through an increase in establishment closures. Industries that require face‐to‐face operations, such as lodging & restaurant, experience a substantial adverse impact in the early phase, and the impact also tends to last longer as COVID‐19 situations prolong.

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  • Jun Sung Kim & Taehoon Kim, 2022. "Geographic spread of COVID‐19 and local economies: Heterogeneous effects by establishment size and industry," Journal of Regional Science, Wiley Blackwell, vol. 62(3), pages 696-731, June.
    • Handle: RePEc:bla:jregsc:v:62:y:2022:i:3:p:696-731
    DOI: 10.1111/jors.12567
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    1. Olivier Coibion & Yuriy Gorodnichenko & Saten Kumar, 2018. "How Do Firms Form Their Expectations? New Survey Evidence," American Economic Review, American Economic Association, vol. 108(9), pages 2671-2713, September.
    2. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    3. Murillo Campello & Gaurav Kankanhalli & Pradeep Muthukrishnan, 2020. "Corporate Hiring under COVID-19: Labor Market Concentration, Downskilling, and Income Inequality," NBER Working Papers 27208, National Bureau of Economic Research, Inc.
    4. Fairlie, Robert W., 2020. "The Impact of COVID-19 on Small Business Owners: Evidence of Early-Stage Losses from the April 2020 Current Population Survey," IZA Discussion Papers 13311, Institute of Labor Economics (IZA).
    5. Nakil Sung & Jaekyung Kim, 2020. "Entry and exit of small self-employed businesses in Korea’s service industries," Small Business Economics, Springer, vol. 54(1), pages 303-322, January.
    6. Rebucci, Alessandro & Chudik, Alexander & Pesaran, M. Hashem, 2020. "Voluntary and Mandatory Social Distancing: Evidence on COVID-19 Exposure Rates from Chinese Provinces and Selected Countries," CEPR Discussion Papers 14646, C.E.P.R. Discussion Papers.
    7. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    8. Miguel Almunia & Agustín Bénétrix & Barry Eichengreen & Kevin H. O’Rourke & Gisela Rua, 2010. "From Great Depression to Great Credit Crisis: similarities, differences and lessons [Germany: Guns, butter, and economic miracles]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(62), pages 219-265.
    9. Meghana Ayyagari & Asli Demirguc-Kunt & Vojislav Maksimovic, 2014. "Who creates jobs in developing countries?," Small Business Economics, Springer, vol. 43(1), pages 75-99, June.
    10. Adams-Prassl, A. & Boneva, T. & Golin, M & Rauh, C., 2020. "Inequality in the Impact of the Coronavirus Shock: New Survey Evidence for the UK," Cambridge Working Papers in Economics 2023, Faculty of Economics, University of Cambridge.
    11. Alexander W. Bartik & Marianne Bertrand & Zoë B. Cullen & Edward L. Glaeser & Michael Luca & Christopher T. Stanton, 2020. "How Are Small Businesses Adjusting to COVID-19? Early Evidence from a Survey," NBER Working Papers 26989, National Bureau of Economic Research, Inc.
    12. Schmidt, Christoph M & Zimmermann, Klaus F, 1991. "Work Characteristics, Firm Size and Wages," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 705-710, November.
    13. Adelheid Holl, 2018. "Local employment growth patterns and the Great Recession: The case of Spain," Journal of Regional Science, Wiley Blackwell, vol. 58(4), pages 837-863, September.
    14. Eunsuk Hong & In Lee & Laixiang Sun & Richard Harrison, 2015. "Entrepreneurship across time and space: empirical evidence from Korea," Small Business Economics, Springer, vol. 44(3), pages 705-719, March.
    15. Tomaz Cajner & Leland D. Crane & Ryan A. Decker & John Grigsby & Adrian Hamins-Puertolas & Erik Hurst & Christopher Kurz & Ahu Yildirmaz, 2020. "The US Labor Market during the Beginning of the Pandemic Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 3-33.
    16. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    17. Olivia S. Kim & Jonathan A. Parker & Antoinette Schoar, 2020. "Revenue Collapses and the Consumption of Small Business Owners in the Early Stages of the COVID-19 Pandemic," NBER Working Papers 28151, National Bureau of Economic Research, Inc.
    18. Kenneth R. Troske, 1999. "Evidence On The Employer Size-Wage Premium From Worker-Establishment Matched Data," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 15-26, February.
    19. Tomaz Cajner & Leland D. Crane & Ryan A. Decker & John Grigsby & Adrian Hamins-Puertolas & Erik Hurst & Christopher Kurz & Ahu Yildirmaz, 2020. "The US Labor Market during the Beginning of the Pandemic Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 3-33.
    20. Nugent, Jeffrey B & Yhee, Seung-Jae, 2002. "Small and Medium Enterprises in Korea: Achievements, Constraints and Policy Issues," Small Business Economics, Springer, vol. 18(1-3), pages 85-119, Feb.- May.
    21. Jinho Kim & Taehoon Kim, 2021. "Family Formation and Dissolution During the COVID-19 Pandemic: Evidence From South Korea," Global Economic Review, Taylor & Francis Journals, vol. 50(1), pages 1-19, January.
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    1. Jinho Kim & Sujeong Park & S. V. Subramanian & Taehoon Kim, 2023. "The Psychological Costs of the COVID-19 Pandemic and Heterogeneous Effects in South Korea: Evidence from a Difference-in-Differences Analysis," Journal of Happiness Studies, Springer, vol. 24(2), pages 455-476, February.

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