IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v32y2023i4p822-852.html
   My bibliography  Save this article

Implementation and spillovers of local non‐pharmaceutical interventions

Author

Listed:
  • Anna Godøy
  • Maja Weemes Grøtting

Abstract

In this paper, we analyze economic costs and consequences of local non‐pharmaceutical interventions (NPIs) aimed at containing the Covid‐19 pandemic. Using comprehensive data on municipal and regional policies in Norway, we implement a difference‐in‐differences framework identifying impacts of local NPIs from discontinuous differential shifts in outcomes following the implementation of new policies. In treated municipalities, local NPIs lead to persistent reductions in mobility, persistent increases in unemployment, and transient reductions in consumer spending. Analyses of spatial spillovers show that the implementation of local NPIs increases retail mobility in untreated neighboring municipalities. Overall, our findings suggest that local NPIs have economic consequences for local economies and induce residents to shift their consumption of goods and services to neighboring municipalities.

Suggested Citation

  • Anna Godøy & Maja Weemes Grøtting, 2023. "Implementation and spillovers of local non‐pharmaceutical interventions," Health Economics, John Wiley & Sons, Ltd., vol. 32(4), pages 822-852, April.
  • Handle: RePEc:wly:hlthec:v:32:y:2023:i:4:p:822-852
    DOI: 10.1002/hec.4644
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.4644
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.4644?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
    ---><---

    References listed on IDEAS

    as
    1. Sumedha Gupta & Laura Montenovo & Thuy Nguyen & Felipe Lozano‐Rojas & Ian Schmutte & Kosali Simon & Bruce A. Weinberg & Coady Wing, 2023. "Effects of social distancing policy on labor market outcomes," Contemporary Economic Policy, Western Economic Association International, vol. 41(1), pages 166-193, January.
    2. Rebucci, Alessandro & Elenev, Vadim & , & Simeonova, Emilia, 2021. "Direct and Spillover Effects from Staggered Adoption of Health Policies: Evidence from Covid-19 Stay-at-Home Orders," CEPR Discussion Papers 16649, C.E.P.R. Discussion Papers.
    3. Martha J. Bailey & Andrew Goodman-Bacon, 2015. "The War on Poverty's Experiment in Public Medicine: Community Health Centers and the Mortality of Older Americans," American Economic Review, American Economic Association, vol. 105(3), pages 1067-1104, March.
    4. Goodman-Bacon, Andrew & Marcus, Jan, 2020. "Using Difference-in-Differences to Identify Causal Effects of COVID-19 Policies," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14(2), pages 153-158.
    5. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    6. Christopher J. Cronin & William N. Evans, 2020. "Private Precaution and Public Restrictions: What Drives Social Distancing and Industry Foot Traffic in the COVID-19 Era?," NBER Working Papers 27531, National Bureau of Economic Research, Inc.
    7. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    8. Andrew Goodman-Bacon & Jan Marcus, 2020. "Difference-in-Differences to Identify Causal Effects of COVID-19 Policies," Discussion Papers of DIW Berlin 1870, DIW Berlin, German Institute for Economic Research.
    9. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    10. Philip Oreopoulos, 2011. "Why Do Skilled Immigrants Struggle in the Labor Market? A Field Experiment with Thirteen Thousand Resumes," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 148-171, November.
    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. Bisin, Alberto & Moro, Andrea, 2022. "JUE insight: Learning epidemiology by doing: The empirical implications of a Spatial-SIR model with behavioral responses," Journal of Urban Economics, Elsevier, vol. 127(C).
    2. Callaway, Brantly & Li, Tong, 2023. "Policy evaluation during a pandemic," Journal of Econometrics, Elsevier, vol. 236(1).
    3. Alexander W. Bartik & Marianne Bertrand & Feng Lin & Jesse Rothstein & Matthew Unrath, 2020. "Measuring the Labor Market at the Onset of the COVID-19 Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 239-268;316.
    4. Wright, Austin L. & Sonin, Konstantin & Driscoll, Jesse & Wilson, Jarnickae, 2020. "Poverty and economic dislocation reduce compliance with COVID-19 shelter-in-place protocols," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 544-554.
    5. Kai Fischer & J. James Reade & W. Benedikt Schmal, 2021. "The Long Shadow of an Infection: COVID-19 and Performance at Work," Economics Discussion Papers em-dp2021-17, Department of Economics, University of Reading.
    6. Leonardo Fabio Morales & Leonardo Bonilla‐Mejía & Jose Pulido & Luz A. Flórez & Didier Hermida & Karen L. Pulido‐Mahecha & Francisco Lasso‐Valderrama, 2022. "Effects of the COVID‐19 pandemic on the Colombian labour market: Disentangling the effect of sector‐specific mobility restrictions," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 308-357, February.
    7. Joakim A. Weill & Matthieu Stigler & Olivier Deschenes & Michael R. Springborn, 2021. "Researchers' Degrees-of-Flexibility and the Credibility of Difference-in-Differences Estimates: Evidence From the Pandemic Policy Evaluations," NBER Working Papers 29550, National Bureau of Economic Research, Inc.
    8. Cantor, Jonathan & Sood, Neeraj & Bravata, Dena M. & Pera, Megan & Whaley, Christopher, 2022. "The impact of the COVID-19 pandemic and policy response on health care utilization: Evidence from county-level medical claims and cellphone data," Journal of Health Economics, Elsevier, vol. 82(C).
    9. Nicola Borri & Francesco Drago & Chiara Santantonio & Francesco Sobbrio, 2021. "The “Great Lockdown”: Inactive workers and mortality by Covid‐19," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2367-2382, September.
    10. Velias, Alina & Georganas, Sotiris & Vandoros, Sotiris, 2022. "COVID-19: Early evening curfews and mobility," Social Science & Medicine, Elsevier, vol. 292(C).
    11. Reiling, Rune Borgan & Salvanes, Kari Vea & Sandsør, Astrid Marie Jorde, 2022. "Do welfare counsellors help at-risk upper secondary school students?," Economics of Education Review, Elsevier, vol. 89(C).
    12. Miriam Marcén & Marina Morales, 2021. "The intensity of COVID‐19 nonpharmaceutical interventions and labor market outcomes in the public sector," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 775-798, September.
    13. Lauren Hoehn‐Velasco & Elizabeth Wrigley‐Field, 2022. "City health departments, public health expenditures, and urban mortality over 1910–1940," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 929-953, April.
    14. Tamara Bischof & Boris Kaiser, 2021. "Who cares when you close down? The effects of primary care practice closures on patients," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2004-2025, September.
    15. Giulia Contu & Sara Pau, 2022. "The impact of TV series on tourism performance: the case of Game of Thrones," Empirical Economics, Springer, vol. 63(6), pages 3313-3341, December.
    16. 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.
    17. Krzysztof Zaremba, 2023. "Opening of hotels and ski facilities: Impact on mobility, spending, and Covid‐19 outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 32(5), pages 1148-1180, May.
    18. Mario J. Crucini & Oscar O'Flaherty, 2020. "Stay-at-Home Orders in a Fiscal Union," NBER Working Papers 28182, National Bureau of Economic Research, Inc.
    19. Friberg, Richard & Halseth, Emil M. Strøm & Frode, Steen & Ulsaker, Simen A., 2022. "The effect of cross-border shopping on commodity tax revenue: Results from a natural experiment," Discussion Paper Series in Economics 9/2022, Norwegian School of Economics, Department of Economics.
    20. Sumedha Gupta & Kosali I. Simon & Coady Wing, 2020. "Mandated and Voluntary Social Distancing During The COVID-19 Epidemic: A Review," NBER Working Papers 28139, National Bureau of Economic Research, Inc.

    More about this item

    Statistics

    Access and download statistics

    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:wly:hlthec:v:32:y:2023:i:4:p:822-852. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.