IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i11p8905-d1161151.html
   My bibliography  Save this article

Industry Structure of Commercial Districts and the Impact of COVID-19

Author

Listed:
  • Sung Hyo Hong

    (Economics Department, Kongju National University, Gongju 32588, Republic of Korea)

  • Junhong Im

    (Department of Urban∙Rural & Culture Research, Chungnam Institute, Gongju 32589, Republic of Korea)

  • Gyoungju Lee

    (Department of Urban and Transportation Engineering, Korea National University of Transportation, Chungju 27469, Republic of Korea)

Abstract

This paper aims to empirically analyze the difference in the closure rate of the commercial district according to the industry structure of the commercial district. Theoretically, the larger the number of stores in a commercial district, the greater the positive externality caused by the agglomeration economies in consumption, namely, the external economies of scale. However, the agglomeration economies could occur from comparison shopping or one-stop shopping, depending on the business structure of the commercial district. According to the empirical results of the regression analysis of all 1164 commercial districts in Korea, the more specialized a commercial district is by stores in a specific industry, the lower the closure rate of that commercial district. This means that the agglomeration economies in consumption are driven by comparison shopping rather than by one-stop shopping and implies that it is necessary to introduce incentives that allow stores in the same industry to cluster together in terms of policy. Meanwhile, if the closure is limited to a specific industry, it will cause an endogeneity problem since it affects the industry structure of the commercial district. Considering this, as a result of additional estimation by 2SLS and GMM using instrumental variables, the error in estimation due to the endogeneity problem was not large, confirming that COVID-19 corresponds to an overall external shock that is not limited to a specific industry. In addition, this paper presents diagnostic indicators for commercial districts to measure the impact of COVID-19. Through this, it will be possible to alleviate conflicts between social classes over compensation or subsidies for sanctions for quarantine. To the best of our knowledge, it is the first time to use all commercial districts in Korea for a research in evaluating the impact of COVID-19, and empirical results on agglomeration economies focusing on the consumption side are limited.

Suggested Citation

  • Sung Hyo Hong & Junhong Im & Gyoungju Lee, 2023. "Industry Structure of Commercial Districts and the Impact of COVID-19," Sustainability, MDPI, vol. 15(11), pages 1-11, May.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:8905-:d:1161151
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/11/8905/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/11/8905/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Helsley, Robert W. & Strange, William C., 1990. "Matching and agglomeration economies in a system of cities," Regional Science and Urban Economics, Elsevier, vol. 20(2), pages 189-212, September.
    2. Mary E. Lovely & Stuart S. Rosenthal & Shalini Sharma, 2017. "Information, agglomeration, and the headquarters of U.S. Exporters," World Scientific Book Chapters, in: Mary E Lovely (ed.), International Economic Integration and Domestic Performance, chapter 6, pages 93-117, World Scientific Publishing Co. Pte. Ltd..
    3. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    4. Koster, Hans R.A. & Pasidis, Ilias & van Ommeren, Jos, 2019. "Shopping externalities and retail concentration: Evidence from dutch shopping streets," Journal of Urban Economics, Elsevier, vol. 114(C).
    5. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    6. Thomas J. Holmes, 1999. "Localization Of Industry And Vertical Disintegration," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 314-325, May.
    7. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jofre-Monseny, Jordi & Marín-López, Raquel & Viladecans-Marsal, Elisabet, 2011. "The mechanisms of agglomeration: Evidence from the effect of inter-industry relations on the location of new firms," Journal of Urban Economics, Elsevier, vol. 70(2), pages 61-74.
    2. William C. Strange, 2009. "Viewpoint: Agglomeration research in the age of disaggregation," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 1-27, February.
    3. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    4. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    5. Ming He & Yang Chen & Ron Schramm, 2018. "Technological spillovers in space and firm productivity: Evidence from China’s electric apparatus industry," Urban Studies, Urban Studies Journal Limited, vol. 55(11), pages 2522-2541, August.
    6. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    7. Yilin Dong, 2020. "Determinants of entry: Evidence from new manufacturing firms in the U.S," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1542-1561, December.
    8. Tobias Schlegel & Curdin Pfister & Dietmar Harhoff & Uschi Backes-Gellner, 2022. "Innovation effects of universities of applied sciences: an assessment of regional heterogeneity," The Journal of Technology Transfer, Springer, vol. 47(1), pages 63-118, February.
    9. William R. Kerr & Scott Duke Kominers, 2015. "Agglomerative Forces and Cluster Shapes," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 877-899, October.
    10. Cunningham, Chris & Patton, Michaela C. & Reed, Robert R., 2016. "Heterogeneous returns to knowledge exchange: Evidence from the urban wage premium," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 120-139.
    11. Edward L. Glaeser & William R. Kerr, 2009. "Local Industrial Conditions and Entrepreneurship: How Much of the Spatial Distribution Can We Explain?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(3), pages 623-663, September.
    12. Xinheng Liu & Ziyuan Pan & Dongli Fang, 2023. "Agglomeration, resource reallocation and domestic value‐added ratio in exports," Growth and Change, Wiley Blackwell, vol. 54(1), pages 182-213, March.
    13. Gilles Duranton & William R. Kerr, 2015. "The Logic of Agglomeration," Harvard Business School Working Papers 16-037, Harvard Business School.
    14. William R. Kerr & Frederic Robert-Nicoud, 2020. "Tech Clusters," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 50-76, Summer.
    15. Moretti, Enrico, 2011. "Local Labor Markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 14, pages 1237-1313, Elsevier.
    16. Emma Howard & Carol Newman & Finn Tarp, 2016. "Measuring industry coagglomeration and identifying the driving forces," Journal of Economic Geography, Oxford University Press, vol. 16(5), pages 1055-1078.
    17. Henderson, J. Vernon & Thisse, Jacques-François, 2024. "Urban and spatial economics after 50 years," LSE Research Online Documents on Economics 125675, London School of Economics and Political Science, LSE Library.
    18. repec:bof:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    19. Picard, Pierre M. & Wildasin, David E., 2011. "Outsourcing, labor market pooling, and labor contracts," Journal of Urban Economics, Elsevier, vol. 70(1), pages 47-60, July.
    20. Mark J. Kutzbach, 2010. "Access to Workers or Employers? An Intra-Urban Analysis of Plant Location Decisions," Working Papers 10-21, Center for Economic Studies, U.S. Census Bureau, revised Sep 2012.
    21. Henry G. Overman & Diego Puga, 2010. "Labor Pooling as a Source of Agglomeration: An Empirical Investigation," NBER Chapters, in: Agglomeration Economics, pages 133-150, National Bureau of Economic Research, Inc.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:8905-:d:1161151. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.