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Normalizing Community Mask-Wearing: A Cluster Randomized Trial in Bangladesh

Author

Listed:
  • Jason Abaluck

    (Yale School of Management, Yale University)

  • Laura H Kwong

    (Woods Institute for the Environment, Stanford University)

  • Ashley Styczynski

    (Stanford University)

  • Md. Ashraful Haque

    (Innovations for Poverty Action Bangladesh, Dhaka, Bangladesh)

  • Alamgir Kabir

    (Innovations for Poverty Action Bangladesh)

  • Ellen Bates-Jeffries

    (Innovations for Poverty Action, USA)

  • Emily Crawford

    (Yale School of Management, Yale University)

  • Jade Benjamin-Chung

    (Division of Epidemiology and Biostatistics, University of California Berkeley)

  • Salim Benhachmi

    (Yale Research Initiative on Innovation and Scale, Yale University)

  • Shabib Raihan

    (Innovations for Poverty Action Bangladesh, Dhaka, Bangladesh)

  • Shadman Rahman

    (Innovations for Poverty Action Bangladesh, Dhaka, Bangladesh)

  • Neeti Zaman

    (Innovations for Poverty Action Bangladesh, Dhaka, Bangladesh)

  • Peter J. Winch

    (Division of Social and Behavioral Interventions, Johns Hopkins Bloomberg School of Public Health)

  • Md. Maqsud Hossain

    (North South University)

  • Hasan Mahmud Reza

    (North South University)

  • Stephen P. Luby

    (Woods Institute for the Environment, and Division of Infectious Diseases and Geographic Medicine, Stanford University)

  • Ahmed Mushfiq Mobarak

    (Cowles Foundation, Yale University)

Abstract

Background: A growing body of scientific evidence suggests that face masks can slow the spread of COVID-19 and save lives, but mask usage remains low across many parts of the world, and strategies to increase mask usage remain untested and unclear. Methods: We conducted a cluster-randomized trial of community-level mask promotion in rural Bangladesh involving 341,830 adults in 600 villages. We employed a series of strategies to promote mask usage, including free household distribution of surgical or cloth masks, distribution and promotion at markets and mosques, mask advocacy by Imams during Friday prayers, role modeling by local leaders, promoters periodically monitoring passers-by and reminding people to put on masks, village police accompanying those mask promoters, providing monetary rewards or certificates to villages if mask-wearing rate improves, public signaling of mask-wearing via signage, text message reminders, messaging emphasizing either altruistic or self-protection motives for mask-wearing, and extracting verbal commitments from households. The primary objective was to assess which of these interventions would increase proper (covering nose and mouth) wearing of face masks, and secondarily, whether mask promotion unintentionally creates moral hazard and decreases social distancing. This analysis is part of larger study evaluating the effect of mask-wearing on transmission of SARS-CoV-2. Results: There were 64,937 households in the intervention group and 64,183 households in the control group; study recruitment has ended. In the control group, proper mask-wearing was practiced by 13% of those observed across the study period. Free distribution of masks along with role modeling by community leaders produced only small increases in mask usage during pilot interventions. Adding periodic monitoring by mask promoters to remind people in streets and public places to put on the masks we provided increased proper mask-wearing by 29.0 percentage points (95% CI: 26.7% - 31.3%). This tripling of mask usage was sustained over all 10 weeks of surveillance, which includes a period after intervention activities ended. Physical distancing, measured as the fraction of individuals at least one arm's length apart, also increased by 5.2 percentage points (95% CI: 4.2%-6.3%). Beyond the core intervention package comprised of free distribution and promotion at households/mosques/markets, leader endorsements plus periodic monitoring and reminders, several elements had no additional effect on mask- wearing, including: text reminders, public signage commitments, monetary or non-monetary incentives, altruistic messaging or verbal commitments, or village police accompanying the mask promoters (the last not cross-randomized, but assessed in panel data). No adverse events were reported during the study period. Conclusions: Our intervention demonstrates a scalable and cost-effective method to promote mask adoption and save lives, and identifies a precise combination of intervention activities that were necessary. Comparisons between pilots shows that free mask distribution alone is not sufficient to increase mask-wearing, but adding periodic monitoring in public places to remind people to wear the distributed masks had large effects on behavior. The absence of any further effect of the village police suggests that the operative mechanism is not any threat of formal legal sanctions, but shame and people's aversion to a light informal social sanction. The persistence of effects for 10 weeks and after the end of the active intervention period, as well as increases in physical distancing, all point to changes in social norms as a key driver of behavior change. Our cross-randomizations suggest that improved mask-wearing norms can be achieved without incentives that require costly monitoring, that aesthetic design choices and colors can influence mask-wearing, and that surgical masks with a substantially higher filtration efficiency can be a cost-effective alternative to cloth masks (1/3 the cost) and are equally or more likely to be worn. Implementing these interventions – including distribution of free masks, and the information campaign, reminders, encouragement - cost $2.30-$3.75 per villager, or between $8 and $13 per person adopting a mask. Combined with existing estimates of the efficacy of masks in preventing COVID-19 deaths, this implies that the intervention cost $28,000-$66,000 per life saved. Beyond reducing the transmission of COVID-19, mask distribution is likely to be a cost-effective strategy to prevent future respiratory disease outbreaks.

Suggested Citation

  • Jason Abaluck & Laura H Kwong & Ashley Styczynski & Md. Ashraful Haque & Alamgir Kabir & Ellen Bates-Jeffries & Emily Crawford & Jade Benjamin-Chung & Salim Benhachmi & Shabib Raihan & Shadman Rahman , 2021. "Normalizing Community Mask-Wearing: A Cluster Randomized Trial in Bangladesh," Cowles Foundation Discussion Papers 2284, Cowles Foundation for Research in Economics, Yale University.
  • Handle: RePEc:cwl:cwldpp:2284
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    File URL: https://cowles.yale.edu/sites/default/files/files/pub/d22/d2284.pdf
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    References listed on IDEAS

    as
    1. Mobarak, Ahmed & Levinsohn, James & Guiteras, Raymond, 2019. "Demand Estimation with Strategic Complementarities: Sanitation in Bangladesh," CEPR Discussion Papers 13498, C.E.P.R. Discussion Papers.
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    Cited by:

    1. Seres, Gyula & Balleyer, Anna & Cerutti, Nicola & Friedrichsen, Jana & Süer, Müge, 2021. "Face mask use and physical distancing before and after mandatory masking: No evidence on risk compensation in public waiting lines," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 765-781.
    2. Fetzer, T. & Rauh, C., 2022. "Pandemic pressures and public health care: evidence from England," Janeway Institute Working Papers 2204, Faculty of Economics, University of Cambridge.
    3. Hansen, Niels-Jakob H. & Mano, Rui C., 2023. "Mask mandates save lives," Journal of Health Economics, Elsevier, vol. 88(C).
    4. Fetzer, Thiemo, 2021. "Measuring the Epidemiological Impact of a False Negative: Evidence from a Natural Experiment," CAGE Online Working Paper Series 596, Competitive Advantage in the Global Economy (CAGE).
    5. Jakubowski, Aleksandra & Egger, Dennis & Nekesa, Carolyne & Lowe, Layna & Walker, Michael & Miguel, Edward, 2021. "Self-reported vs Directly Observed Face Mask Use in Kenya," Department of Economics, Working Paper Series qt6jx7p45h, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    6. Brooks, Wyatt & Donovan, Kevin & Johnson, Terence R. & Oluoch-Aridi, Jackline, 2022. "Cash transfers as a response to COVID-19: Experimental evidence from Kenya," Journal of Development Economics, Elsevier, vol. 158(C).
    7. Byrne,Kieran Thomas & Kondylis,Florence & Loeser,John Ashton & Mukama,Denis, 2022. "A Few Good Masks : Evidence from Mask Manufacturing in Rwanda during the COVID-19 Pandemic," Policy Research Working Paper Series 9993, The World Bank.
    8. Sonia Oreffice & Climent Quintana-Domeque, 2021. "COVID-19 Information, Demand and Willingness to Pay for Protective Gear in the UK," Studies in Microeconomics, , vol. 9(2), pages 180-195, December.

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    More about this item

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

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