Correcting misperceptions of exponential coronavirus growth increases support for social distancing

Significance Given the current lack of an effective vaccine to prevent coronavirus disease 2019 (COVID-19), one of the most effective ways to prevent the illness is social distancing. At the same time, a sizeable portion of the public fails to see the necessity of such measures. We identify one root cause for this: People mistakenly perceive the coronavirus to grow in a linear manner, underestimating its actual potential for exponential growth. We show that correcting this perceptual error significantly increases support for social distancing. This research shows the importance of statistical literacy among the general public for increasing support to fight the coronavirus using the most effective method currently available. The most effective way to stem the spread of a pandemic such as coronavirus disease 2019 (COVID-19) is social distancing, but the introduction of such measures is hampered by the fact that a sizeable part of the population fails to see their need. Three studies conducted during the mass spreading of the virus in the United States toward the end of March 2020 show that this results partially from people’s misperception of the virus’s exponential growth in linear terms and that overcoming this bias increases support for social distancing. Study 1 shows that American participants mistakenly perceive the virus’s exponential growth in linear terms (conservatives more so than liberals). Studies 2 and 3 show that instructing people to avoid the exponential growth bias significantly increases perceptions of the virus’s growth and thereby increases support for social distancing. Together, these results show the importance of statistical literacy to recruit support for fighting pandemics such as the coronavirus.

[1]  J. Kruger,et al.  Journal of Personality and Social Psychology The Hobgoblin of Consistency : Algorithmic Judgment Strategies Underlie Inflated Self-Assessments of Performance , 2013 .

[2]  D. Fetchenhauer,et al.  How laypeople and experts misperceive the effect of economic growth , 2009 .

[3]  D. Tingley,et al.  “Who are these people?” Evaluating the demographic characteristics and political preferences of MTurk survey respondents , 2015 .

[4]  Katherine K. Wallman,et al.  Enhancing Statistical Literacy: Enriching Our Society , 1993 .

[5]  Daniel Kahneman,et al.  Judgment under uncertainty: Availability: A heuristic for judging frequency and probability , 1982 .

[6]  Lisa M. Schwartz,et al.  PSYCHOLOGICAL SCIENCE IN THE PUBLIC INTEREST Helping Doctors and Patients Make Sense of Health Statistics , 2022 .

[7]  Daniel Kahneman,et al.  Availability: A heuristic for judging frequency and probability , 1973 .

[8]  Jonathan Zinman,et al.  Exponential Growth Bias and Household Finance , 2008 .

[9]  G. Keren Cultural differences in the misperception of exponential growth , 1983, Perception & psychophysics.

[10]  Joshua Tasoff,et al.  Exponential-Growth Bias and Overconfidence , 2016 .

[11]  Matthew Baldwin,et al.  Past-focused environmental comparisons promote proenvironmental outcomes for conservatives , 2016, Proceedings of the National Academy of Sciences.

[12]  Fabio Wasserfallen,et al.  Learning and the diffusion of regime contention in the Arab Spring , 2015 .

[13]  Han Timmers,et al.  Extrapolation of exponential time series is not enhanced by having more data points , 1978 .

[14]  Adam J. Berinsky,et al.  Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk , 2012, Political Analysis.

[15]  W. Bell Using information from demographic analysis in post-enumeration survey estimation. , 1993, Journal of the American Statistical Association.

[16]  Exponential-Growth Bias and Lifecycle Consumption , 2016 .

[17]  Joshua Tasoff,et al.  Exponential-Growth Bias and Lifecycle Consumption , 2015 .

[18]  Han Timmers,et al.  The pond-and-duckweed problem; Three experiments on the misperception of exponential growth , 1979 .

[19]  W. A. Wagenaar,et al.  Misperception of exponential growth , 1975 .

[20]  J. Bruner On perceptual readiness. , 1957, Psychological review.

[21]  Kate A. Ratliff,et al.  Using Nonnaive Participants Can Reduce Effect Sizes , 2015, Psychological science.