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Risk Perceptions and Protective Behaviors: Evidence from COVID-19 Pandemic

Author

Listed:
  • M. Kate Bundorf
  • Jill DeMatteis
  • Grant Miller
  • Maria Polyakova
  • Jialu L. Streeter
  • Jonathan Wivagg

Abstract

We analyze data from a survey we administered during the COVID-19 pandemic to investigate the relationship between people's subjective risk beliefs and their protective behaviors. We report three main findings. First, on average, people substantially overestimate the absolute level of risk associated with economic activity, but have correct signals about their relative risk. Second, people who believe that they face a higher risk of infection are more likely to report avoiding economic activities. Third, government mandates restricting economic behavior attenuate the relationship between subjective risk beliefs and protective behaviors.

Suggested Citation

  • M. Kate Bundorf & Jill DeMatteis & Grant Miller & Maria Polyakova & Jialu L. Streeter & Jonathan Wivagg, 2021. "Risk Perceptions and Protective Behaviors: Evidence from COVID-19 Pandemic," NBER Working Papers 28741, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:28741
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    1. Ying Fan & A. Yeşim Orhun & Dana Turjeman, 2020. "Heterogeneous Actions, Beliefs, Constraints and Risk Tolerance During the COVID-19 Pandemic," NBER Working Papers 27211, National Bureau of Economic Research, Inc.
    2. Thuy D. Nguyen & Sumedha Gupta & Martin Andersen & Ana Bento & Kosali I. Simon & Coady Wing, 2020. "Impacts of State Reopening Policy on Human Mobility," NBER Working Papers 27235, National Bureau of Economic Research, Inc.
    3. Grant Miller & Aureo de Paula & Christine Valente, 2020. "Subjective Expectations and Demand for Contraception," Bristol Economics Discussion Papers 20/724, School of Economics, University of Bristol, UK.
    4. Sarah Dryhurst & Claudia R. Schneider & John Kerr & Alexandra L. J. Freeman & Gabriel Recchia & Anne Marthe van der Bles & David Spiegelhalter & Sander van der Linden, 2020. "Risk perceptions of COVID-19 around the world," Journal of Risk Research, Taylor & Francis Journals, vol. 23(7-8), pages 994-1006, August.
    5. Andrew G. Atkeson & Karen A. Kopecky & Tao Zha, 2024. "Four Stylized Facts About Covid‐19," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 65(1), pages 3-42, February.
    6. Andreas I. Mueller & Johannes Spinnewijn & Giorgio Topa, 2021. "Job Seekers' Perceptions and Employment Prospects: Heterogeneity, Duration Dependence, and Bias," American Economic Review, American Economic Association, vol. 111(1), pages 324-363, January.
    7. Jérôme Adda, 2016. "Economic Activity and the Spread of Viral Diseases: Evidence from High Frequency Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 891-941.
    8. Philipson, Tomas, 2000. "Economic epidemiology and infectious diseases," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 33, pages 1761-1799, Elsevier.
    9. David M. Cutler & Amy Finkelstein & Kathleen McGarry, 2008. "Preference Heterogeneity and Insurance Markets: Explaining a Puzzle of Insurance," American Economic Review, American Economic Association, vol. 98(2), pages 157-162, May.
    10. Nathaniel Hendren, 2013. "Private Information and Insurance Rejections," Econometrica, Econometric Society, vol. 81(5), pages 1713-1762, September.
    11. Benjamin R. Handel & Jonathan T. Kolstad, 2015. "Health Insurance for "Humans": Information Frictions, Plan Choice, and Consumer Welfare," American Economic Review, American Economic Association, vol. 105(8), pages 2449-2500, August.
    12. Alexander Chudik & M. Hashem Pesaran & Alessandro Rebucci, 2020. "Voluntary and Mandatory Social Distancing: Evidence on COVID-19 Exposure Rates from Chinese Provinces and Selected Countries," Globalization Institute Working Papers 382, Federal Reserve Bank of Dallas.
    13. Liran Einav & Amy Finkelstein & Paul Schrimpf, 2010. "Optimal Mandates and the Welfare Cost of Asymmetric Information: Evidence From the U.K. Annuity Market," Econometrica, Econometric Society, vol. 78(3), pages 1031-1092, May.
    14. Joseph Benitez & Charles Courtemanche & Aaron Yelowitz, 2020. "Racial and Ethnic Disparities in COVID-19: Evidence from Six Large Cities," Journal of Economics, Race, and Policy, Springer, vol. 3(4), pages 243-261, December.
    15. Oster, Emily, 2018. "Does disease cause vaccination? Disease outbreaks and vaccination response," Journal of Health Economics, Elsevier, vol. 57(C), pages 90-101.
    16. 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.
    17. John M. Barrios & Yael Hochberg, 2020. "Risk Perception Through the Lens of Politics in the Time of the COVID-19 Pandemic," NBER Working Papers 27008, National Bureau of Economic Research, Inc.
    18. Adeline Delavande, 2014. "Probabilistic Expectations in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 1-20, August.
    19. Martin B. Hackmann & Jonathan T. Kolstad & Amanda E. Kowalski, 2015. "Adverse Selection and an Individual Mandate: When Theory Meets Practice," American Economic Review, American Economic Association, vol. 105(3), pages 1030-1066, March.
    20. Joakim A. Weill & Matthieu Stigler & Olivier Deschenes & Michael R. Springborn, 2020. "Opinion: Social distancing responses to COVID-19 emergency declarations strongly differentiated by income," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(33), pages 19658-19660, August.
    21. Pedro Bordalo & Katherine B. Coffman & Nicola Gennaioli & Andrei Shleifer, 2020. "Older People are Less Pessimistic about the Health Risks of Covid-19," NBER Working Papers 27494, National Bureau of Economic Research, Inc.
    22. Viscusi, W. Kip, 1998. "Rational Risk Policy: The 1996 Arne Ryde Memorial Lectures," OUP Catalogue, Oxford University Press, number 9780198293637.
    23. Sumedha Gupta & Thuy D. Nguyen & Felipe Lozano Rojas & Shyam Raman & Byungkyu Lee & Ana Bento & Kosali I. Simon & Coady Wing, 2020. "Tracking Public and Private Responses to the COVID-19 Epidemic: Evidence from State and Local Government Actions," NBER Working Papers 27027, National Bureau of Economic Research, Inc.
    24. Edward L. Glaeser & Ginger Z. Jin & Benjamin T. Leyden & Michael Luca, 2021. "Learning from deregulation: The asymmetric impact of lockdown and reopening on risky behavior during COVID‐19," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 696-709, September.
    25. Megan O’Driscoll & Gabriel Ribeiro Dos Santos & Lin Wang & Derek A. T. Cummings & Andrew S. Azman & Juliette Paireau & Arnaud Fontanet & Simon Cauchemez & Henrik Salje, 2021. "Age-specific mortality and immunity patterns of SARS-CoV-2," Nature, Nature, vol. 590(7844), pages 140-145, February.
    26. Diane Alexander & Ezra Karger, 2023. "Do Stay-at-Home Orders Cause People to Stay at Home? Effects of Stay-at-Home Orders on Consumer Behavior," The Review of Economics and Statistics, MIT Press, vol. 105(4), pages 1017-1027, July.
    27. Ehrlich, Isaac & Becker, Gary S, 1972. "Market Insurance, Self-Insurance, and Self-Protection," Journal of Political Economy, University of Chicago Press, vol. 80(4), pages 623-648, July-Aug..
    28. Maria Polyakova & Geoffrey Kocks & Victoria Udalova & Amy Finkelstein, 2020. "Initial economic damage from the COVID-19 pandemic in the United States is more widespread across ages and geographies than initial mortality impacts," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(45), pages 27934-27934, November.
    29. Johannes Spinnewijn, 2013. "Insurance and Perceptions: How to Screen Optimists and Pessimists," Economic Journal, Royal Economic Society, vol. 123, pages 606-633, June.
    30. Vincenzo Galasso & Vincent Pons & Paola Profeta & Michael Becher & Sylvain Brouard & Martial Foucault, 2020. "Gender Differences in COVID-19 Related Attitudes and Behavior: Evidence from a Panel Survey in Eight OECD Countries," SciencePo Working papers Main hal-03594437, HAL.
    31. repec:hal:spmain:info:hdl:2441/30j8b527qi94hpffbv52bsav72 is not listed on IDEAS
    32. Peltzman, Sam, 1975. "The Effects of Automobile Safety Regulation," Journal of Political Economy, University of Chicago Press, vol. 83(4), pages 677-725, August.
    33. Steven Shavell, 1979. "On Moral Hazard and Insurance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(4), pages 541-562.
    34. Michael D. Hurd, 2009. "Subjective Probabilities in Household Surveys," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 543-564, May.
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    Cited by:

    1. Shin KINOSHITA & Masayuki SATO & Takanori IDA, 2022. "Bayesian Probability Revision and Infection Prevention Behavior in Japan : A Quantitative Analysis of the First Wave of COVID-19," Discussion papers e-22-004, Graduate School of Economics , Kyoto University.
    2. Hiroyuki Okamuro & Yasushi Hara & Yunosuke Iwaki, 2022. "Impact of Consumer Awareness and Behavior on Business Exits in the Hospitality, Tourism, Entertainment, and Culture Industries under the COVID-19 Pandemic," Administrative Sciences, MDPI, vol. 12(4), pages 1-19, November.
    3. Masayuki SATO & Shin KINOSHITA & Takanori IDA, 2022. "Subjective Risk Valuation and Behavioral Change : Evidence from COVID-19 in the U.K. and Japan," Discussion papers e-22-011, Graduate School of Economics , Kyoto University.
    4. Bussolo, Maurizio & Sarma, Nayantara & Torre, Iván, 2023. "The links between COVID-19 vaccine acceptance and non-pharmaceutical interventions," Social Science & Medicine, Elsevier, vol. 320(C).

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    JEL classification:

    • H0 - Public Economics - - General
    • I1 - Health, Education, and Welfare - - Health

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