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Shelter‐In‐Place Orders And Public Health: Evidence From California During The Covid‐19 Pandemic

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  • Andrew I. Friedson
  • Drew McNichols
  • Joseph J. Sabia
  • Dhaval Dave

Abstract

A shelter‐in‐place order (SIPO) is one of the most restrictive non‐pharmaceutical interventions designed to curb the spread of COVID‐19. On March 19, 2020, California Governor Gavin Newsom issued the first statewide SIPO in the United States. The order closed non‐essential businesses and required residents to shelter in place for all but essential activities such as grocery shopping, retrieving prescriptions from a pharmacy, or caring for relatives. This study is the first in the economics literature to estimate the effect of a statewide SIPO on public health. Using daily state‐level coronavirus data and a synthetic control research design, we find that California's statewide SIPO reduced COVID‐19 cases by 160.9 to 194.7 per 100,000 population by April 20, one month following the order. We further find that California's SIPO led to as many as 1,566 fewer COVID‐19 deaths during this period. Back‐of‐the‐envelope calculations suggest that there were about 649 to 703 job losses per life saved, and about 14 to16 job losses per case averted during this post‐treatment period.

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  • Andrew I. Friedson & Drew McNichols & Joseph J. Sabia & Dhaval Dave, 2021. "Shelter‐In‐Place Orders And Public Health: Evidence From California During The Covid‐19 Pandemic," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 258-283, January.
    • Handle: RePEc:wly:jpamgt:v:40:y:2021:i:1:p:258-283
    DOI: 10.1002/pam.22267
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    References listed on IDEAS

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    1. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    2. Louis-Philippe Beland & Abel Brodeur & Taylor Wright, 2020. "COVID-19, Stay-at-Home Orders and Employment: Evidence from CPS Data," Carleton Economic Papers 20-04, Carleton University, Department of Economics, revised 19 May 2020.
    3. Dhaval M. Dave & Andrew I. Friedson & Kyutaro Matsuzawa & Joseph J. Sabia & Samuel Safford, 2020. "Were Urban Cowboys Enough to Control COVID-19? Local Shelter-in-Place Orders and Coronavirus Case Growth," NBER Working Papers 27229, National Bureau of Economic Research, Inc.
    4. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    5. Irene Botosaru & Bruno Ferman, 2019. "On the role of covariates in the synthetic control method," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 117-130.
    6. Dhaval Dave & Andrew I. Friedson & Kyutaro Matsuzawa & Joseph J. Sabia, 2021. "When Do Shelter‐In‐Place Orders Fight Covid‐19 Best? Policy Heterogeneity Across States And Adoption Time," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 29-52, January.
    7. Friedson, Andrew I. & McNichols, Drew & Sabia, Joseph J. & Dave, Dhaval M., 2020. "Did California's Shelter-In-Place Order Work? Early Coronavirus-Related Public Health Effects," IZA Discussion Papers 13160, Institute of Labor Economics (IZA).
    8. Baek, ChaeWon & McCrory, Peter B & Messer, Todd & Mui, Preston, 2020. "Unemployment Effects of Stay-at-Home Orders: Evidence from High Frequency Claims Data," Institute for Research on Labor and Employment, Working Paper Series qt042177j7, Institute of Industrial Relations, UC Berkeley.
    9. Michael Greenstone & Vishan Nigam, 2020. "Does Social Distancing Matter?," Working Papers 2020-26, Becker Friedman Institute for Research In Economics.
    10. Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
    11. Felipe Lozano Rojas & Xuan Jiang & Laura Montenovo & Kosali I. Simon & Bruce A. Weinberg & Coady Wing, 2020. "Is the Cure Worse than the Problem Itself? Immediate Labor Market Effects of COVID-19 Case Rates and School Closures in the U.S," NBER Working Papers 27127, National Bureau of Economic Research, Inc.
    12. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    13. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    14. Kaul, Ashok & Klößner, Stefan & Pfeifer, Gregor & Schieler, Manuel, 2015. "Synthetic Control Methods: Never Use All Pre-Intervention Outcomes Together With Covariates," MPRA Paper 83790, University Library of Munich, Germany.
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    As found on the RePEc Biblio, the curated bibliography for Economics:
    1. > Economics of Welfare > Health Economics > Economics of Pandemics > Specific pandemics > Covid-19 > Health > Distancing and Lockdown > Compliance

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    Cited by:

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    3. Dhaval Dave & Joseph J. Sabia & Samuel Safford, 2022. "The limits of reopening policy to alter economic behavior: New evidence from Texas," Journal of Risk and Uncertainty, Springer, vol. 64(2), pages 109-145, April.
    4. Dhaval Dave & Drew McNichols & Joseph J. Sabia, 2022. "Political violence, risk aversion, and population health: Evidence from the US Capitol riot," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1345-1384, October.
    5. Yu Pang, 2022. "A theory of fiscal policy response to an epidemic," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 2050-2071, September.
    6. Steffen Juranek & Floris T. Zoutman, 2021. "The effect of non-pharmaceutical interventions on the demand for health care and on mortality: evidence from COVID-19 in Scandinavia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1299-1320, October.
    7. Cerqueti, Roy & Tramontana, Fabio & Ventura, Marco, 2022. "The complex interplay between COVID-19 and economic activity," Mathematical Social Sciences, Elsevier, vol. 119(C), pages 97-107.
    8. Borja Gambau & Juan C. Palomino & Juan G. Rodríguez & Raquel Sebastian, 2022. "COVID-19 restrictions in the US: wage vulnerability by education, race and gender," Applied Economics, Taylor & Francis Journals, vol. 54(25), pages 2900-2915, May.
    9. Callaway, Brantly & Li, Tong, 2023. "Policy evaluation during a pandemic," Journal of Econometrics, Elsevier, vol. 236(1).
    10. Alexandre K Ligo & Emerson Mahoney & Jeffrey Cegan & Benjamin D Trump & Andrew S Jin & Maksim Kitsak & Jesse Keenan & Igor Linkov, 2021. "Relationship among state reopening policies, health outcomes and economic recovery through first wave of the COVID-19 pandemic in the U.S," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-21, November.
    11. Dhaval Dave & Andrew Friedson & Kyutaro Matsuzawa & Drew McNichols & Connor Redpath & Joseph J. Sabia, 2021. "Risk avoidance, offsetting community effects, and COVID-19: Evidence from an indoor political rally," Journal of Risk and Uncertainty, Springer, vol. 63(2), pages 133-167, October.
    12. Apel, Johannes & Rohde, Niklas & Marcus, Jan, 2023. "The effect of a nighttime curfew on the spread of COVID-19," Health Policy, Elsevier, vol. 129(C).
    13. Philipp Breidenbach & Timo Mitze, 2022. "Large-scale sport events and COVID-19 infection effects: evidence from the German professional football ‘experiment’ [Semiparametric difference-in-differences estimators]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 15-45.
    14. Wichmann, Bruno & Wichmann, Roberta, 2022. "COVID-19 and Indigenous health in the Brazilian Amazon," Economic Modelling, Elsevier, vol. 115(C).
    15. Esaka, Taro & Fujii, Takao, 2022. "Quantifying the impact of the Tokyo Olympics on COVID-19 cases using synthetic control methods," Journal of the Japanese and International Economies, Elsevier, vol. 66(C).

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