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Face Masks, Public Policies and Slowing the Spread of COVID-19: Evidence from Canada

Author

Listed:
  • Alexander Karaivanov
  • Shih En Lu
  • Hitoshi Shigeoka
  • Cong Chen
  • Stephanie Pamplona

Abstract

We estimate the impact of mask mandates and other non-pharmaceutical interventions (NPI) on COVID-19 case growth in Canada, including regulations on businesses and gatherings, school closures, travel and self-isolation, and long-term care homes. We partially account for behavioral responses using Google mobility data. Our identification approach exploits variation in the timing of indoor face mask mandates staggered over two months in the 34 public health regions in Ontario, Canada's most populous province. We find that, in the first few weeks after implementation, mask mandates are associated with a reduction of 25 percent in the weekly number of new COVID-19 cases. Additional analysis with province-level data provides corroborating evidence. Counterfactual policy simulations suggest that mandating indoor masks nationwide in early July could have reduced the weekly number of new cases in Canada by 25 to 40 percent in mid-August, which translates into 700 to 1,100 fewer cases per week.

Suggested Citation

  • Alexander Karaivanov & Shih En Lu & Hitoshi Shigeoka & Cong Chen & Stephanie Pamplona, 2020. "Face Masks, Public Policies and Slowing the Spread of COVID-19: Evidence from Canada," NBER Working Papers 27891, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:27891
    Note: AG EH PE
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    References listed on IDEAS

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    1. Timo Mitze & Reinhold Kosfeld & Johannes Rode & Klaus Wälde, 2020. "Face Masks Considerably Reduce Covid-19 Cases in Germany," Working Papers 2016, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    2. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    3. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    4. Chernozhukov, Victor & Kasahara, Hiroyuki & Schrimpf, Paul, 2021. "Causal impact of masks, policies, behavior on early covid-19 pandemic in the U.S," Journal of Econometrics, Elsevier, vol. 220(1), pages 23-62.
    5. 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.
    6. Seres, Gyula & Balleyer, Anna & Cerutti, Nicola & Friedrichsen, Jana & Süer, Müge, 2020. "Face mask use and physical distancing before and after mandatory masking: Evidence from public waiting lines," Discussion Papers, Research Unit: Economics of Change SP II 2020-305, WZB Berlin Social Science Center.
    7. David A. Armstrong II & Matthew J. Lebo & Jack Lucas, 2020. "Do COVID-19 Policies Affect Mobility Behaviour? Evidence from 75 Canadian and American Cities," Canadian Public Policy, University of Toronto Press, vol. 46(S2), pages 127-144, August.
    8. Mitze, Timo & Kosfeld, Reinhold & Rode, Johannes & Wälde, Klaus, 2020. "Face masks considerably reduce COVID-19 cases in Germany," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 124130, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    9. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    10. Anwar Sheluchin & Regan M. Johnston & Clifton van der Linden, 2020. "Public Responses to Policy Reversals: The Case of Mask Usage in Canada during COVID-19," Canadian Public Policy, University of Toronto Press, vol. 46(S2), pages 119-126, August.
    11. Yuksel, Mutlu & Aydede, Yigit & Begolli, Francisko, 2020. "Dynamics of Social Mobility during the COVID-19 Pandemic in Canada," IZA Discussion Papers 13376, Institute of Labor Economics (IZA).
    12. Solomon Hsiang & Daniel Allen & Sébastien Annan-Phan & Kendon Bell & Ian Bolliger & Trinetta Chong & Hannah Druckenmiller & Luna Yue Huang & Andrew Hultgren & Emma Krasovich & Peiley Lau & Jaecheol Le, 2020. "The effect of large-scale anti-contagion policies on the COVID-19 pandemic," Nature, Nature, vol. 584(7820), pages 262-267, August.
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    More about this item

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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