Coronavirus Perceptions and Economic Anxiety

Abstract We provide one of the first systematic assessments of the development and determinants of economic anxiety at the onset of the coronavirus pandemic. Using a global data set on internet searches and two representative surveys from the United States, we document a substantial increase in economic anxiety during and after the arrival of the coronavirus. We also document a large dispersion in beliefs about the pandemic risk factors of the coronavirus and demonstrate that these beliefs causally affect individuals' economic anxieties. Finally, we show that individuals' mental models of infectious disease spread understate nonlinear growth and shape the extent of economic anxiety.

[1]  J. Keynes.  The General Theory of Employment , 1937 .

[2]  J. Kerwin.  Scared Straight or Scared to Death? The Effect of Risk Beliefs on Risky Behaviors , 2016 .

[3]  D. Gould,et al.  Fear and Stigma: The Epidemic within the SARS Outbreak , 2004, Emerging infectious diseases.

[4]  Kamhon Kan,et al.  Obesity and risk knowledge. , 2004, Journal of health economics.

[5]  J. Gallagher.  Learning about an Infrequent Event: Evidence from Flood Insurance Take-Up in the United States , 2014 .

[6]  HighWire Press.  Proceedings of the Royal Society of London. Series A, Containing papers of a mathematical and physical character , 1934 .

[7]  Robert E. O'Connor,et al.  In what sense does the public need to understand global climate change? , 2000 .

[8]  Olivier Coibion,et al.  Is the Phillips Curve Alive and Well after All? Inflation Expectations and the Missing Disinflation , 2013 .

[9]  Ulrike Malmendier,et al.  Depression Babies: Do Macroeconomic Experiences Affect Risk-Taking? , 2009 .

[10]  N. Weinstein.  Optimistic biases about personal risks. , 1989, Science.

[11]  A. Shleifer,et al.  Salience and Consumer Choice , 2012, Journal of Political Economy.

[12]  J. Adda,et al.  Economic Activity and the Spread of Viral Diseases: Evidence from High Frequency Data , 2015, SSRN Electronic Journal.

[13]  C. Hsieh,et al.  Risk perception and smoking behavior: Empirical evidence from Taiwan , 1995 .

[14]  Olivier Coibion,et al.  The Formation of Expectations, Inflation and the Phillips Curve , 2017, Journal of Economic Literature.

[15]  George A. Akerlof,et al.  Animal spirits : how human psychology drives the economy, and why it matters for global capitalism : with a new preface by the authors , 2010 .

[16]  Jing Zhao,et al.  Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Infected Pneumonia , 2020, The New England journal of medicine.

[17]  Theresa Kuchler,et al.  Social Networks and Housing Markets , 2016, SSRN Electronic Journal.

[18]  N. Lekfuangfu.  Mortality Risk and Human Capital Investment: The Legacy of Landmines in Cambodia , 2016 .

[19]  H. Barger.  The General Theory of Employment, Interest and Money , 1936, Nature.

[20]  How Do Expectations about the Macroeconomy Affect Personal Expectations and Behavior? , 2018 .

[21]  C. Binder.  Coronavirus Fears and Macroeconomic Expectations , 2020, Review of Economics and Statistics.

[22]  Johannes Haushofer,et al.  THE SHORT-TERM IMPACT OF UNCONDITIONAL CASH TRANSFERS TO THE POOR: EXPERIMENTAL EVIDENCE FROM KENYA. , 2016, The quarterly journal of economics.

[23]  Marta Golin,et al.  Inequality in the Impact of the Coronavirus Shock: Evidence from Real Time Surveys , 2020, Journal of Public Economics.

[24]  H. Becher,et al.  SARS, lay epidemiology, and fear , 2003, The Lancet.

[25]  Linda C. Mayes,et al.  Dependent Variable , 2022, The SAGE Encyclopedia of Research Design.

[26]  Theresa Kuchler,et al.  Personal Experiences and Expectations about Aggregate Outcomes , 2015, The Journal of Finance.

[27]  Zoë B. Cullen,et al.  How are Small Businesses Adjusting to Covid-19? Early Evidence from a Survey , 2020, SSRN Electronic Journal.

[28]  Torsten Schmidt,et al.  Forecasting Private Consumption: Survey-Based Indicators vs. Google Trends , 2009 .

[29]  Christopher Roth,et al.  How Do Expectations about the Macroeconomy Affect Personal Expectations and Behavior? , 2018, Review of Economics and Statistics.

[30]  Jeremy Ginsberg,et al.  Detecting influenza epidemics using search engine query data , 2009, Nature.

[31]  G. Leung,et al.  Nowcasting and forecasting the potential domestic and international spread of the 2019-nCoV outbreak originating in Wuhan, China: a modelling study , 2020, The Lancet.

[32]  M. Keeling,et al.  Modeling Infectious Diseases in Humans and Animals , 2007 .

[33]  David I. Laibson,et al.  Natural Expectations and Macroeconomic Fluctuations. , 2010, The journal of economic perspectives : a journal of the American Economic Association.

[34]  Lukas Hensel,et al.  Income Shocks and Suicides: Causal Evidence From Indonesia , 2018, Review of Economics and Statistics.

[35]  Annika Weber,et al.  Exposure to the COVID-19 Stock Market Crash and Its Effect on Household Expectations , 2020, Review of Economics and Statistics.

[36]  C. Binder,et al.  Household Informedness and Long-Run Inflation Expectations: Experimental Evidence , 2017, Southern Economic Journal.

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

[38]  Jonathan Le Roux,et al.  COVID-19: Forecasting short term hospital needs in France , 2020, medRxiv.

[39]  Christopher D. Carroll,et al.  Macroeconomic Expectations of Households and Professional Forecasters , 2003 .

[40]  Rawley Z. Heimer,et al.  YOLO: Mortality Beliefs and Household Finance Puzzles , 2015, The Journal of Finance.

[41]  Jane G. Fortson.  Mortality Risk and Human Capital Investment: The Impact of HIV/AIDS in Sub-Saharan Africa , 2011, The Review of Economics and Statistics.

[42]  Andrea Prat,et al.  The Political Economy of Mass Media , 2011 .

[43]  O. Røgeberg,et al.  Smoking, health, risk, and perception. , 2005, Journal of health economics.

[44]  Torsten Schmidt,et al.  Forecasting private consumption: survey‐based indicators vs. Google trends , 2011 .

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

[46]  Michael Weber,et al.  IQ, Expectations, and Choice , 2019, SSRN Electronic Journal.

[47]  Justin Gallagher,et al.  Learning About an Infrequent Event: Evidence from Flood Insurance Take-Up in the US , 2013 .

[48]  Olivier Coibion,et al.  How Does Consumption Respond to News About Inflation? Field Evidence from a Randomized Control Trial , 2019, AEA Randomized Controlled Trials.

[49]  Theresa Kuchler,et al.  The Economic Effects of Social Networks: Evidence from the Housing Market , 2017, Journal of Political Economy.

[50]  N. Barberis,et al.  A Model of Investor Sentiment , 1997 .

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

[52]  富野 康日己,et al.  Annual review 腎臓 , 1987 .

[53]  E. Oster,et al.  Optimal Expectations and Limited Medical Testing: Evidence from Huntington Disease , 2011 .

[54]  Robert J. Shiller,et al.  Irrational exuberance: the national bestseller that will help tou survive in todays stock market , 2004 .

[55]  David I. Laibson,et al.  Natural Expectations, Macroeconomic Dynamics, and Asset Pricing , 2011, NBER Macroeconomics Annual.

[56]  G. Gao,et al.  A Novel Coronavirus from Patients with Pneumonia in China, 2019 , 2020, The New England journal of medicine.

[57]  Olivier Coibion,et al.  Inflation Expectations and Firm Decisions: New Causal Evidence , 2018, The Quarterly Journal of Economics.

[58]  Olivier Coibion,et al.  What Can Survey Forecasts Tell Us about Information Rigidities? , 2012, Journal of Political Economy.

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

[60]  Olivier Coibion,et al.  How Do Firms Form Their Expectations? New Survey Evidence , 2015, American Economic Review.

[61]  Jeffrey C. Fuhrer,et al.  Does Consumer Sentiment Forecast Household Spending? If So, Why? , 1994 .

[62]  H. Varian,et al.  Predicting the Present with Google Trends , 2009 .

[63]  Christopher Roth,et al.  Subjective Models of the Macroeconomy: Evidence From Experts and a Representative Sample , 2019, AEA Randomized Controlled Trials.

[64]  Leonardo Bursztyn,et al.  Misinformation During a Pandemic , 2020, SSRN Electronic Journal.

[65]  James N. Druckman,et al.  F RAMING T HEORY , 2007 .

[66]  Michael Weber,et al.  Managing Households' Expectations with Salient Economic Policies , 2019, SSRN Electronic Journal.

[67]  W. O. Kermack,et al.  A contribution to the mathematical theory of epidemics , 1927 .

[68]  Theresa Kuchler,et al.  House Price Beliefs and Mortgage Leverage Choice , 2017, The Review of Economic Studies.

[69]  Monetary Policy Communications and Their Effects on Household Inflation Expectations , 2019, SSRN Electronic Journal.

[70]  M. Rabin.  Inference by Believers in the Law of Small Numbers , 2000 .

[71]  Bartosz Mackowiak,et al.  Lack of preparation for rare events , 2018, Journal of Monetary Economics.

[72]  A. Fuster,et al.  Home Price Expectations and Behavior: Evidence from a Randomized Information Experiment , 2016, The Review of Economic Studies.

[73]  E. Dong,et al.  An interactive web-based dashboard to track COVID-19 in real time , 2020, The Lancet Infectious Diseases.