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Opinions as Facts

Author

Listed:
  • Leonardo Bursztyn

    (University of Chicago and NBER)

  • Aakaash Rao

    (Harvard University)

  • Christopher Roth

    (University of Cologne, Econtribute, CAGE Warwick, CESifo, CEPR, briq)

  • David Yanagizawa-Drott

    (University of Zurich and CEPR)

Abstract

The rise of opinion programs has transformed television news. Because they present anchors’ subjective commentary and analysis, opinion programs often convey conflicting narratives about reality. We experimentally document that people across the ideological spectrum turn to opinion programs over “straight news,” even when provided large incentives to learn objective facts. We then examine the consequences of diverging narratives between opinion programs in a high-stakes setting: the early stages of the COVID-19 pandemic in the US. We find stark differences in the adoption of preventative behaviors among viewers of the two most popular opinion programs, both on the same network, which adopted opposing narratives about the threat posed by the COVID-19 pandemic. We then show that areas with greater relative viewership of the program downplaying the threat experienced a greater number of COVID-19 cases and deaths. Our evidence suggests that opinion programs may distort important beliefs and behaviors.

Suggested Citation

  • Leonardo Bursztyn & Aakaash Rao & Christopher Roth & David Yanagizawa-Drott, 2022. "Opinions as Facts," ECONtribute Discussion Papers Series 159, University of Bonn and University of Cologne, Germany.
  • Handle: RePEc:ajk:ajkdps:159
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    1. Maja Adena & Ruben Enikolopov & Maria Petrova & Veronica Santarosa & Ekaterina Zhuravskaya, 2015. "Radio and the Rise of The Nazis in Prewar Germany," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1885-1939.
    2. Ruben Enikolopov & Maria Petrova & Ekaterina Zhuravskaya, 2011. "Media and Political Persuasion: Evidence from Russia," American Economic Review, American Economic Association, vol. 101(7), pages 3253-3285, December.
    3. Banerjee,Abhijit & La Ferrara,Eliana & Orozco Olvera,Victor Hugo, 2019. "The Entertaining Way to Behavioral Change : Fighting HIV with MTV," Policy Research Working Paper Series 8998, The World Bank.
    4. Ruben Durante & Ekaterina Zhuravskaya, 2018. "Attack When the World Is Not Watching? US News and the Israeli-Palestinian Conflict," Journal of Political Economy, University of Chicago Press, vol. 126(3), pages 1085-1133.
    5. Isaiah Andrews & James H. Stock & Liyang Sun, 2019. "Weak Instruments in Instrumental Variables Regression: Theory and Practice," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 727-753, August.
    6. 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).
    7. Leonardo Bursztyn & Georgy Egorov & Ruben Enikolopov & Maria Petrova, 2019. "Social Media and Xenophobia: Evidence from Russia," NBER Working Papers 26567, National Bureau of Economic Research, Inc.
    8. Ruben Durante & Paolo Pinotti & Andrea Tesei, 2019. "The Political Legacy of Entertainment TV," American Economic Review, American Economic Association, vol. 109(7), pages 2497-2530, July.
    9. Mohammad Akbarpour & Cody Cook & Aude Marzuoli & Simon Mongey & Abhishek Nagaraj & Matteo Saccarola & Pietro Tebaldi & Shoshana Vasserman & Hanbin Yang, 2020. "Socioeconomic Network Heterogeneity and Pandemic Policy Response," NBER Working Papers 27374, National Bureau of Economic Research, Inc.
    10. Rafkin, Charlie & Shreekumar, Advik & Vautrey, Pierre-Luc, 2021. "When guidance changes: Government stances and public beliefs," Journal of Public Economics, Elsevier, vol. 196(C).
    11. Patricia M. Davidson & Sarah L. Szanton, 2020. "Nursing homes and COVID‐19: We can and should do better," Journal of Clinical Nursing, John Wiley & Sons, vol. 29(15-16), pages 2758-2759, August.
    12. Theresa Kuchler & Dominic Russel & Johannes Stroebel, 2020. "The Geographic Spread of Covid-19 Correlates with Structure of Social Networks as Measured by Facebook," CESifo Working Paper Series 8241, CESifo.
    13. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    14. Daron Acemoglu & Victor Chernozhukov & Iván Werning & Michael D. Whinston, 2021. "Optimal Targeted Lockdowns in a Multigroup SIR Model," American Economic Review: Insights, American Economic Association, vol. 3(4), pages 487-502, December.
    15. Hali Edison & Hector Carcel, 2021. "Text data analysis using Latent Dirichlet Allocation: an application to FOMC transcripts," Applied Economics Letters, Taylor & Francis Journals, vol. 28(1), pages 38-42, January.
    16. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    17. Thomas Eisensee & David Strömberg, 2007. "News Droughts, News Floods, and U. S. Disaster Relief," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 693-728.
    18. Eliana La Ferrara, 2016. "Mass Media and Social Change: Can We Use Television to Fight Poverty?," Journal of the European Economic Association, European Economic Association, vol. 14(4), pages 791-827.
    19. Matthew Gentzkow & Jesse M. Shapiro, 2010. "What Drives Media Slant? Evidence From U.S. Daily Newspapers," Econometrica, Econometric Society, vol. 78(1), pages 35-71, January.
    20. Ro'ee Levy, 2021. "Social Media, News Consumption, and Polarization: Evidence from a Field Experiment," American Economic Review, American Economic Association, vol. 111(3), pages 831-870, March.
    21. Maxim Ananyev & Michael Poyker & Yuan Tian, 2021. "The safest time to fly: pandemic response in the era of Fox News," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 775-802, July.
    22. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, August.
    23. Gregory J. Martin & Ali Yurukoglu, 2017. "Bias in Cable News: Persuasion and Polarization," American Economic Review, American Economic Association, vol. 107(9), pages 2565-2599, September.
    24. Andrey Simonov & Szymon Sacher & Jean-Pierre Dube & Shirsho Biswas, 2020. "The Persuasive Effect of Fox News: Non-Compliance with Social Distancing During the COVID-19 Pandemic," Working Papers 2020-67, Becker Friedman Institute for Research In Economics.
    25. Abhijit Banerjee & Marcella Alsan & Emily Breza & Arun G. Chandrasekhar & Abhijit Chowdhury & Esther Duflo & Paul Goldsmith-Pinkham & Benjamin A. Olken, 2020. "Messages on COVID-19 Prevention in India Increased Symptoms Reporting and Adherence to Preventive Behaviors Among 25 Million Recipients with Similar Effects on Non-recipient Members of Their Communiti," NBER Working Papers 27496, National Bureau of Economic Research, Inc.
    26. Carlo Schwarz, 2018. "ldagibbs: A command for topic modeling in Stata using latent Dirichlet allocation," Stata Journal, StataCorp LP, vol. 18(1), pages 101-117, March.
    27. Dyer, Travis & Lang, Mark & Stice-Lawrence, Lorien, 2017. "The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 221-245.
    28. Andrew Atkeson & Karen Kopecky & Tao Zha, 2020. "Estimating and Forecasting Disease Scenarios for COVID-19 with an SIR Model," NBER Working Papers 27335, National Bureau of Economic Research, Inc.
    29. Eliana La Ferrara, 2016. "Mass Media And Social Change: Can We Use Television To Fight Poverty?," Journal of the European Economic Association, European Economic Association, vol. 14(4), pages 791-827, August.
    30. Milena Djourelova, 2020. "Media persuasion through slanted language: Evidence from the coverage of immigration," Economics Working Papers 1720, Department of Economics and Business, Universitat Pompeu Fabra.
    31. Mehdi Shadmehr & Ethan Bueno de Mesquita, 2020. "Coordination and Social Distancing: Inertia in the Aggregate Response to COVID-19," Working Papers 2020-53, Becker Friedman Institute for Research In Economics.
    32. Melissa S. Kearney & Phillip B. Levine, 2015. "Media Influences on Social Outcomes: The Impact of MTV's 16 and Pregnant on Teen Childbearing," American Economic Review, American Economic Association, vol. 105(12), pages 3597-3632, December.
    33. Ash, Elliott & Galletta, Sergio & Hangartner, Dominik & Margalit, Yotam & Pinna, Matteo, 2020. "The Effect of Fox News on Health Behavior During COVID-19," SocArXiv abqe5, Center for Open Science.
    34. Draca, Mirko & Schwarz, Carlo, 2021. "How Polarized are Citizens? Measuring Ideology from the Ground-Up," The Warwick Economics Research Paper Series (TWERPS) 07, University of Warwick, Department of Economics.
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    Cited by:

    1. Leonardo Bursztyn & Georgy Egorov & Ingar Haaland & Aakaash Rao & Christopher Roth, 2023. "Justifying Dissent," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(3), pages 1403-1451.
    2. Lara Berger & Anna Kerkhof & Felix Mindl & Johannes Münster, 2023. "Debunking "Fake News" on Social Media: Short-Term and Longer-Term Effects of Fact Checking and Media Literacy Interventions," ECONtribute Discussion Papers Series 262, University of Bonn and University of Cologne, Germany.
    3. Lara Marie Berger & Anna Kerkhof & Felix Mindl & Johannes Münster, 2023. "Debunking “Fake News” on Social Media: Short-Term and Longer-Term Effects of Fact Checking and Media Literacy Interventions," CESifo Working Paper Series 10576, CESifo.
    4. Gianmarco Daniele & Andrea F.M. Martinangeli & Francesco Passarelli & Willem Sas & Lisa Windsteiger, 2023. "Externalities and the Erosion of Trust," CESifo Working Paper Series 10474, CESifo.
    5. Besley, Timothy & Dray, Sacha, 2023. "The political economy of lockdown: Does free media matter?," European Journal of Political Economy, Elsevier, vol. 78(C).
    6. Jan Behringer & Lena Draeger & Sebastian Dullien & Sebastian Gechert, 2024. "News and Views on Public Finances: A Survey Experiment," IMK Working Paper 223-2024, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    7. Islam, Asad & Kusnadi, Gita & Rezki, Jahen & Sim, Armand & van Empel, Giovanni & Vlassopoulos, Michael & Zenou, Yves, 2023. "Addressing Vaccine Hesitancy Using Local Ambassadors: A Randomized Controlled Trial in Indonesia," IZA Discussion Papers 15899, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    Opinion programs; Media; Narratives;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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