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Belief polarization and Covid-19

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  • Ambrocio, Gene
  • Hasan, Iftekhar

Abstract

We document a remarkable increase in economic belief polarization - disagreement - regarding the future state of the economy across Europe during the Covid-19 pandemic. We find evidence suggesting that belief polarization may have impeded the implementation of pandemic response measures such as social distancing and teleworking as well as policies providing economic support. We find an association between belief polarization on the one hand and trust in the press, fake news, political polarization, and possibly also inequality on the other. These results indicate that belief polarization, by hindering the implementation of crisis response policies, may be one channel which could amplify the negative effects of large or unusual crises.

Suggested Citation

  • Ambrocio, Gene & Hasan, Iftekhar, 2022. "Belief polarization and Covid-19," Bank of Finland Research Discussion Papers 10/2022, Bank of Finland.
  • Handle: RePEc:zbw:bofrdp:102022
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    as
    1. Giordani, Paolo & Soderlind, Paul, 2003. "Inflation forecast uncertainty," European Economic Review, Elsevier, vol. 47(6), pages 1037-1059, December.
    2. Gorodnichenko, Yuriy & Pham, Tho & Talavera, Oleksandr, 2021. "Social media, sentiment and public opinions: Evidence from #Brexit and #USElection," European Economic Review, Elsevier, vol. 136(C).
    3. N. Bloom, 2016. "Fluctuations in uncertainty," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 4.
    4. Peter Andrebriq & Carlo Pizzinelli & Christopher Roth & Johannes Wohlfart, 2022. "Subjective Models of the Macroeconomy: Evidence From Experts and Representative Samples [Rationally Confused: On the Aggregate Implications of Information Provision Policies]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 2958-2991.
    5. Oliver Falck & Robert Gold & Stephan Heblich, 2014. "E-lections: Voting Behavior and the Internet," American Economic Review, American Economic Association, vol. 104(7), pages 2238-2265, July.
    6. Carola Binder, 2020. "Coronavirus Fears and Macroeconomic Expectations," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 721-730, October.
    7. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
    8. Georgarakos, Dimitris & Kenny, Geoff, 2022. "Household spending and fiscal support during the COVID-19 pandemic: Insights from a new consumer survey," Journal of Monetary Economics, Elsevier, vol. 129(S), pages 1-14.
    9. Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
    10. Allcott, Hunt & Boxell, Levi & Conway, Jacob & Gentzkow, Matthew & Thaler, Michael & Yang, David, 2020. "Polarization and public health: Partisan differences in social distancing during the coronavirus pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    11. Asger Lau Andersen & Emil Toft Hansen & Niels Johannesen & Adam Sheridan, 2022. "Consumer responses to the COVID‐19 crisis: evidence from bank account transaction data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(4), pages 905-929, October.
    12. Felix Chopra & Ingar K. Haaland & Christopher Roth, 2022. "The Demand for News: Accuracy Concerns Versus Belief Confirmation Motives," CESifo Working Paper Series 9673, CESifo.
    13. Thiemo Fetzer & Lukas Hensel & Johannes Hermle & Christopher Roth, 2021. "Coronavirus Perceptions and Economic Anxiety," The Review of Economics and Statistics, MIT Press, vol. 103(5), pages 968–978-9, December.
    14. Ori Heffetz & Guy Ishai, 2021. "Which Beliefs? Behavior-Predictive Beliefs are Inconsistent with Information-Based Beliefs: Evidence from COVID-19," NBER Working Papers 29452, National Bureau of Economic Research, Inc.
    15. Milosh, Maria & Painter, Marcus & Sonin, Konstantin & Van Dijcke, David & Wright, Austin L., 2021. "Unmasking partisanship: Polarization undermines public response to collective risk," Journal of Public Economics, Elsevier, vol. 204(C).
    16. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2020. "Political Polarization and Expected Economic Outcomes," Department of Economics, Working Paper Series qt9h51c373, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    17. Dietrich, Alexander M. & Kuester, Keith & Müller, Gernot J. & Schoenle, Raphael, 2022. "News and uncertainty about COVID-19: Survey evidence and short-run economic impact," Journal of Monetary Economics, Elsevier, vol. 129(S), pages 35-51.
    18. Hodbod, Alexander & Hommes, Cars & Huber, Stefanie J. & Salle, Isabelle, 2021. "The COVID-19 consumption game-changer: Evidence from a large-scale multi-country survey," European Economic Review, Elsevier, vol. 140(C).
    19. Barrios, John M. & Hochberg, Yael V., 2021. "Risk perceptions and politics: Evidence from the COVID-19 pandemic," Journal of Financial Economics, Elsevier, vol. 142(2), pages 862-879.
    20. Renee Bowen & Danil Dmitriev & Simone Galperti, 2021. "Learning from Shared News: When Abundant Information Leads to Belief Polarization," NBER Working Papers 28465, National Bureau of Economic Research, Inc.
    21. Fos, Vyacheslav & Kempf, Elisabeth & Tsoutsoura, Margarita, 2021. "The Political Polarization of Corporate America," Working Papers 313, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    22. Altig, Dave & Baker, Scott & Barrero, Jose Maria & Bloom, Nicholas & Bunn, Philip & Chen, Scarlet & Davis, Steven J. & Leather, Julia & Meyer, Brent & Mihaylov, Emil & Mizen, Paul & Parker, Nicholas &, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    23. Bertocchi, Graziella & Dimico, Arcangelo, 2021. "COVID-19, Race, and Gender," CEPR Discussion Papers 16000, C.E.P.R. Discussion Papers.
    24. Christopher Roth & Johannes Wohlfart, 2020. "How Do Expectations about the Macroeconomy Affect Personal Expectations and Behavior?," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 731-748, October.
    25. Hunt Allcott & Luca Braghieri & Sarah Eichmeyer & Matthew Gentzkow, 2020. "The Welfare Effects of Social Media," American Economic Review, American Economic Association, vol. 110(3), pages 629-676, March.
    26. Niels Joachim Gormsen & Ralph S J Koijen & Nikolai Roussanov, 0. "Coronavirus: Impact on Stock Prices and Growth Expectations," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 574-597.
    27. Giovanni Pellegrino & Federico Ravenna & Gabriel Züllig, 2021. "The Impact of Pessimistic Expectations on the Effects of COVID‐19‐Induced Uncertainty in the Euro Area," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(4), pages 841-869, August.
    28. Sreyoshi Das & Camelia M Kuhnen & Stefan Nagel, 2020. "Socioeconomic Status and Macroeconomic Expectations," The Review of Financial Studies, Society for Financial Studies, vol. 33(1), pages 395-432.
    29. Elisabeth Kempf & Margarita Tsoutsoura, 2021. "Partisan Professionals: Evidence from Credit Rating Analysts," Journal of Finance, American Finance Association, vol. 76(6), pages 2805-2856, December.
    30. Bowen, T. Renee & Galperti, Simone & Dmitriev, Danil, 2021. "Learning from Shared News: When Abundant Information Leads to Belief Polarization," CEPR Discussion Papers 15789, C.E.P.R. Discussion Papers.
    31. Luis Guirola, 2021. "Does political polarization affect economic expectations?: Evidence from three decades of cabinet shifts in Europe," Working Papers 2133, Banco de España.
    32. Alan S. Gerber & Dean Karlan & Daniel Bergan, 2009. "Does the Media Matter? A Field Experiment Measuring the Effect of Newspapers on Voting Behavior and Political Opinions," American Economic Journal: Applied Economics, American Economic Association, vol. 1(2), pages 35-52, April.
    33. Born, Benjamin & Dovern, Jonas & Enders, Zeno, 2023. "Expectation dispersion, uncertainty, and the reaction to news," European Economic Review, Elsevier, vol. 154(C).
    34. J Anthony Cookson & Joseph E Engelberg & William Mullins & Hui Chen, 0. "Does Partisanship Shape Investor Beliefs? Evidence from the COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 863-893.
    35. Martial Foucault & Yann Algan & Daniel Cohen & Eva Davoine & Stefanie Stantcheva, 2021. "Trust in scientists in times of pandemic: Panel evidence from 12 countries," Post-Print hal-03423522, HAL.
    36. Graziella Bertocchi & Arcangelo Dimico, 2021. "COVID-19, Race, and Gender," Department of Economics 0190, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    37. Kuhnen, Camelia M. & Miu, Andrei C., 2017. "Socioeconomic status and learning from financial information," Journal of Financial Economics, Elsevier, vol. 124(2), pages 349-372.
    38. Peter Andre & Ingar Haaland & Christopher Roth & Johannes Wohlfart, 2021. "Narratives about the Macroeconomy," ECONtribute Discussion Papers Series 127, University of Bonn and University of Cologne, Germany.
    39. Robert Rich & Joseph Tracy, 2021. "A Closer Look at the Behavior of Uncertainty and Disagreement: Micro Evidence from the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(1), pages 233-253, February.
    40. Steven J. Davis & Dingqian Liu & Xuguang Simon Sheng, 2022. "Stock Prices and Economic Activity in the Time of Coronavirus," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 70(1), pages 32-67, March.
    41. Carvalho, Carlos & Klagge, Nicholas & Moench, Emanuel, 2011. "The persistent effects of a false news shock," Journal of Empirical Finance, Elsevier, vol. 18(4), pages 597-615, September.
    42. Bo Bian & Jingjing Li & Ting Xu & Natasha Z. Foutz, 2022. "Individualism during Crises," The Review of Economics and Statistics, MIT Press, vol. 104(2), pages 368-385, May.
    43. Jess Benhabib & Mark M Spiegel, 2019. "Sentiments and Economic Activity: Evidence from US States," The Economic Journal, Royal Economic Society, vol. 129(618), pages 715-733.
    44. Matthew Gentzkow & Jesse M. Shapiro, 2011. "Ideological Segregation Online and Offline," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1799-1839.
    45. Kajal Lahiri & Xuguang Sheng, 2010. "Measuring forecast uncertainty by disagreement: The missing link," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 514-538.
    46. Mira Frick & Ryota Iijima & Yuhta Ishii, 2018. "Dispersed Behavior and Perceptions in Assortative Societies," Cowles Foundation Discussion Papers 2128R3, Cowles Foundation for Research in Economics, Yale University, revised Jun 2022.
    47. Georgarakos, Dimitris & Kenny, Geoff, 2022. "Household spending and fiscal support during the pandemic – the role of public perceptions," Research Bulletin, European Central Bank, vol. 94.
    48. J. Anthony Cookson & Marina Niessner, 2020. "Why Don't We Agree? Evidence from a Social Network of Investors," Journal of Finance, American Finance Association, vol. 75(1), pages 173-228, February.
    49. Mira Frick & Ryota Iijima & Yuhta Ishii, 2022. "Dispersed Behavior and Perceptions in Assortative Societies," American Economic Review, American Economic Association, vol. 112(9), pages 3063-3105, September.
    50. Christian Gillitzer & Nalini Prasad, 2018. "The Effect of Consumer Sentiment on Consumption: Cross-Sectional Evidence from Elections," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 234-269, October.
    51. Zarnowitz, Victor & Lambros, Louis A, 1987. "Consensus and Uncertainty in Economic Prediction," Journal of Political Economy, University of Chicago Press, vol. 95(3), pages 591-621, June.
    52. Mitman, Kurt & Broer, Tobias & Kohlhas, Alexandre & Schlafmann, Kathrin, 2021. "Information and Wealth Heterogeneity in the Macroeconomy," CEPR Discussion Papers 15934, C.E.P.R. Discussion Papers.
    53. Pierre-Olivier Gourinchas & Şebnem Kalemli-Özcan & Veronika Penciakova & Nick Sander, 2021. "COVID-19 and Small- and Medium-Sized Enterprises: A 2021 "Time Bomb"?," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 282-286, May.
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    More about this item

    Keywords

    Polarization; consumer survey; Covid-19;
    All these keywords.

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E66 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General Outlook and Conditions
    • E71 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on the Macro Economy
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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