IDEAS home Printed from https://ideas.repec.org/a/kap/sbusec/v60y2023i4d10.1007_s11187-022-00674-x.html
   My bibliography  Save this article

Digital economic activity and resilience for metros and small businesses during Covid-19

Author

Listed:
  • Karen Mossberger

    (Arizona State University)

  • Nicholas F. Martini

    (University of Iowa)

  • Meredith McCullough

    (Arizona State University)

  • Caroline J. Tolbert

    (University of Iowa)

Abstract

The Covid-19 pandemic had an unequal impact across businesses and communities and rapidly accelerated digital trends in the economy. What role, then, did website use play in community resilience and small business outcomes? This article examines a new source of population data on domain name hosts to provide a unique measure of digital economic activity within communities. Seventy-five percent are commercial, including online-only, brick-and-mortar, small, and microbusinesses. With geolocated data on 20 million US domain name hosts, we investigate how their density (per 100 people) affected economic outcomes in the nation’s largest metros during the pandemic. Using monthly time series data for the 50 largest metropolitan areas, the domain host data is merged with the US Census Small Business Pulse Surveys and Chetty et al.’s Opportunity Insights data. Results indicate metros with higher concentrations of businesses with an online presence experienced more positive economic perceptions and outcomes from April to December 2020. This high-frequency, granular data on digital economic activity suggests that digitally enabled small and microbusinesses played an important role in local economic resilience and demonstrates how commercial data can be used to generate new insights in a fast-changing environment.

Suggested Citation

  • Karen Mossberger & Nicholas F. Martini & Meredith McCullough & Caroline J. Tolbert, 2023. "Digital economic activity and resilience for metros and small businesses during Covid-19," Small Business Economics, Springer, vol. 60(4), pages 1699-1717, April.
  • Handle: RePEc:kap:sbusec:v:60:y:2023:i:4:d:10.1007_s11187-022-00674-x
    DOI: 10.1007/s11187-022-00674-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11187-022-00674-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11187-022-00674-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Nicola Pierri & Yannick Timmer, 2020. "IT Shields: Technology Adoption and Economic Resilience during the Covid-19 Pandemic," CESifo Working Paper Series 8720, CESifo.
    2. Arias, Maria A. & Gascon, Charles S. & Rapach, David E., 2016. "Metro business cycles," Journal of Urban Economics, Elsevier, vol. 94(C), pages 90-108.
    3. Fairlie, Robert, 2020. "The Impact of COVID-19 on Small Business Owners: The First Three Months after Social-Distancing Restrictions," MPRA Paper 113127, University Library of Munich, Germany.
    4. Maksim Belitski & Christina Guenther & Alexander S. Kritikos & Roy Thurik, 2022. "Economic effects of the COVID-19 pandemic on entrepreneurship and small businesses," Small Business Economics, Springer, vol. 58(2), pages 593-609, February.
    5. Catherine E. Fazio & Jorge Guzman & Yupeng Liu & Scott Stern, 2021. "How is COVID Changing the Geography of Entrepreneurship? Evidence from the Startup Cartography Project," NBER Working Papers 28787, National Bureau of Economic Research, Inc.
    6. Raj Chetty & John N. Friedman & Michael Stepner & The Opportunity Insights Team, 2020. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," NBER Working Papers 27431, National Bureau of Economic Research, Inc.
    7. Keele, Luke & Kelly, Nathan J., 2006. "Dynamic Models for Dynamic Theories: The Ins and Outs of Lagged Dependent Variables," Political Analysis, Cambridge University Press, vol. 14(2), pages 186-205, April.
    8. David Matarrita-Cascante & Bernardo Trejos & Hua Qin & Dongoh Joo & Sigrid Debner, 2017. "Conceptualizing community resilience: Revisiting conceptual distinctions," Community Development, Taylor & Francis Journals, vol. 48(1), pages 105-123, January.
    9. Martin Andersson & Johan P Larsson, 2016. "Local entrepreneurship clusters in cities," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 39-66.
    10. Thomas D. Cook, 2014. "“Big Data” In Research On Social Policy," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(2), pages 544-547, March.
    11. Matthew A Zook, 2000. "The Web of Production: The Economic Geography of Commercial Internet Content Production in the United States," Environment and Planning A, , vol. 32(3), pages 411-426, March.
    12. Ilan Noy & Rio Yonson, 2018. "Economic Vulnerability and Resilience to Natural Hazards: A Survey of Concepts and Measurements," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
    13. Fiona Sussan & Zoltan J. Acs, 2017. "The digital entrepreneurial ecosystem," Small Business Economics, Springer, vol. 49(1), pages 55-73, 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. Ioannis Giotopoulos & Alexander S. Kritikos & Aggelos Tsakanikas, 2023. "A lasting crisis affects R&D decisions of smaller firms: the Greek experience," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1161-1175, August.
    2. John C. Haltiwanger, 2022. "Entrepreneurship during the COVID-19 Pandemic: Evidence from the Business Formation Statistics," Entrepreneurship and Innovation Policy and the Economy, University of Chicago Press, vol. 1(1), pages 9-42.
    3. Rajapakshe, PSK & Gamage, SKN & Prasanna, RPIR & Jayasundara, JMSB & Ekanayake, EMS & Upulwehera, JMHM & Wijerathna, WAID & Abeyrathne, GAKNJ, 2020. "Social Capital, Performance of SMEs, and COVID-19 Pandemic," MPRA Paper 109530, University Library of Munich, Germany, revised 30 Aug 2020.
    4. Irene Bertschek & Joern Block & Alexander S. Kritikos & Caroline Stiel, 2024. "German financial state aid during Covid-19 pandemic: Higher impact among digitalized self-employed," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 36(1-2), pages 76-97, January.
    5. Cameron J. Borgholthaus & Joshua V. White & Erik Markin & Vishal K. Gupta, 2023. "Venture creation in the aftermath of COVID-19: The impact of US governor party affiliation and discretion," Small Business Economics, Springer, vol. 61(2), pages 655-674, August.
    6. Brunetti, Marianna & Zaiceva, Anzelika, 2023. "Is Self-Employment for Migrants? Evidence from Italy," GLO Discussion Paper Series 1313, Global Labor Organization (GLO).
    7. Santos, Susana C. & Liguori, Eric W. & Garvey, Erin, 2023. "How digitalization reinvented entrepreneurial resilience during COVID-19," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    8. Marianna Brunetti & Anzelika Zaiceva, 2023. "Is Self-Employment for Migrants? Evidence from Italy," CEIS Research Paper 563, Tor Vergata University, CEIS, revised 31 Jul 2023.
    9. Robert Fairlie & Frank M. Fossen & Reid Johnsen & Gentian Droboniku, 2023. "Were small businesses more likely to permanently close in the pandemic?," Small Business Economics, Springer, vol. 60(4), pages 1613-1629, April.
    10. Miriam Bruhn & Asli Demirguc-Kunt & Dorothe Singer, 2023. "Competition and firm recovery post-COVID-19," Small Business Economics, Springer, vol. 61(4), pages 1555-1586, December.
    11. Daniel Graeber & Alexander S. Kritikos & Johannes Seebauer, 2021. "COVID-19: a crisis of the female self-employed," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1141-1187, October.
    12. Silvia Muzi & Filip Jolevski & Kohei Ueda & Domenico Viganola, 2023. "Productivity and firm exit during the COVID-19 crisis: cross-country evidence," Small Business Economics, Springer, vol. 60(4), pages 1719-1760, April.
    13. Block, Joern & Kritikos, Alexander S. & Priem, Maximilian & Stiel, Caroline, 2022. "Emergency-aid for self-employed in the Covid-19 pandemic: A flash in the pan?," Journal of Economic Psychology, Elsevier, vol. 93(C).
    14. David B. Audretsch & Maksim Belitski & Rosa Caiazza & Farzana Chowdhury & Matthias Menter, 2023. "Entrepreneurial growth, value creation and new technologies," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1535-1551, October.
    15. Gärtner, Leo & Marek, Philipp, 2022. "The impact of German public support transfers on firm finance: Evidence from the Covid-19 crisis," Discussion Papers 19/2022, Deutsche Bundesbank.
    16. Brunetti, Marianna & Zaiceva, Anzelika, 2023. "Is Self-Employment for Migrants? Evidence from Italy," IZA Discussion Papers 16314, Institute of Labor Economics (IZA).
    17. Dylan Balla‐Elliott & Zoë B. Cullen & Edward L. Glaeser & Michael Luca & Christopher Stanton, 2022. "Determinants Of Small Business Reopening Decisions After Covid Restrictions Were Lifted," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(1), pages 278-317, January.
    18. Aaron J. Staples & Thomas P. Krumel, 2023. "The Paycheck Protection Program and small business performance: Evidence from craft breweries," Small Business Economics, Springer, vol. 61(3), pages 931-956, October.
    19. Rachel Atkins & Lisa Cook & Robert Seamans, 2022. "Discrimination in lending? Evidence from the Paycheck Protection Program," Small Business Economics, Springer, vol. 58(2), pages 843-865, February.
    20. Vitaly Kaftan & Wadim Kandalov & Igor Molodtsov & Anna Sherstobitova & Wadim Strielkowski, 2023. "Socio-Economic Stability and Sustainable Development in the Post-COVID Era: Lessons for the Business and Economic Leaders," Sustainability, MDPI, vol. 15(4), pages 1-18, February.

    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:kap:sbusec:v:60:y:2023:i:4:d:10.1007_s11187-022-00674-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.