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Bayesian Explanations for Persuasion

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  • Little, Andrew T.

Abstract

The central puzzle of persuasion is why a receiver would ever listen to a sender who they know is trying to change their beliefs or behavior. This paper provides a common formal framework for five approaches to solving this puzzle: (1) some messages are easier to send for those with favorable information (costly signaling), (2) the sender and receiver have partially aligned interests (cheap talk), (3) the sender messages can be checked (verifiable information), (4) the sender cares about perceptions of his competence/honesty (reputation concerns), and (5) the sender can “commit” to a messaging strategy (Bayesian Persuasion). To explore the relative value of these approaches, I discuss which provide insight into prominent empirical findings on campaigns, partisan media/propaganda, and lobbying. While models focusing on commitment have rapidly become one of the most common (if not the most common) theoretical approach to studying persuasion in political science and economics in the past decade, they are not particularly well-suited to explaining these phenomena.

Suggested Citation

  • Little, Andrew T., 2022. "Bayesian Explanations for Persuasion," OSF Preprints ygw8e, Center for Open Science.
  • Handle: RePEc:osf:osfxxx:ygw8e
    DOI: 10.31219/osf.io/ygw8e
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    1. 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.
    2. Dirk Bergemann & Stephen Morris, 2019. "Information Design: A Unified Perspective," Journal of Economic Literature, American Economic Association, vol. 57(1), pages 44-95, March.
    3. Luo, Zhaotian & Rozenas, Arturas, 2018. "Strategies of Election Rigging: Trade-Offs, Determinants, and Consequences," Quarterly Journal of Political Science, now publishers, vol. 13(1), pages 1-28, March.
    4. Marco Battaglini, 2002. "Multiple Referrals and Multidimensional Cheap Talk," Econometrica, Econometric Society, vol. 70(4), pages 1379-1401, July.
    5. Lohmann, Susanne, 1993. "A Signaling Model of Informative and Manipulative Political Action," American Political Science Review, Cambridge University Press, vol. 87(2), pages 319-333, June.
    6. Petrova, Maria, 2011. "Newspapers and Parties: How Advertising Revenues Created an Independent Press," American Political Science Review, Cambridge University Press, vol. 105(4), pages 790-808, November.
    7. Matilde Bombardini & Francesco Trebbi, 2020. "Empirical Models of Lobbying," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 391-413, August.
    8. Prato, Carlo & Turner, Ian R, 2022. "Institutional Foundations of the Power to Persuade," SocArXiv 4w9af, Center for Open Science.
    9. Fearon, James D., 1995. "Rationalist explanations for war," International Organization, Cambridge University Press, vol. 49(3), pages 379-414, July.
    10. Jörg L Spenkuch & David Toniatti, 2018. "Political Advertising and Election Results," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1981-2036.
    11. Stefano DellaVigna & Ethan Kaplan, 2007. "The Fox News Effect: Media Bias and Voting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1187-1234.
    12. Leonard Wantchekon, 2003. "Clientelism and voting behavior: Evidence from a field experiment in benin," Natural Field Experiments 00339, The Field Experiments Website.
    13. Andrew Kydd, 2003. "Which Side Are You On? Bias, Credibility, and Mediation," American Journal of Political Science, John Wiley & Sons, vol. 47(4), pages 597-611, October.
    14. Navin Kartik, 2009. "Strategic Communication with Lying Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1359-1395.
    15. Milgrom, Paul & Roberts, John, 1986. "Price and Advertising Signals of Product Quality," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 796-821, August.
    16. Hall, Richard L. & Deardorff, Alan V., 2006. "Lobbying as Legislative Subsidy," American Political Science Review, Cambridge University Press, vol. 100(1), pages 69-84, February.
    17. Kalla, Joshua L. & Broockman, David E., 2018. "The Minimal Persuasive Effects of Campaign Contact in General Elections: Evidence from 49 Field Experiments," American Political Science Review, Cambridge University Press, vol. 112(1), pages 148-166, February.
    18. Luis Rayo & Ilya Segal, 2010. "Optimal Information Disclosure," Journal of Political Economy, University of Chicago Press, vol. 118(5), pages 949-987.
    19. Gehlbach, Scott & Sonin, Konstantin, 2014. "Government control of the media," Journal of Public Economics, Elsevier, vol. 118(C), pages 163-171.
    20. 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.
    21. Archishman Chakraborty & Rick Harbaugh, 2010. "Persuasion by Cheap Talk," American Economic Review, American Economic Association, vol. 100(5), pages 2361-2382, December.
      • Archishman Chakraborty & Rick Harbaugh, 2006. "Persuasion by Cheap Talk," Working Papers 2006-10, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy, revised Oct 2009.
    22. Gerber, Alan S. & Green, Donald P., 2000. "The Effects of Canvassing, Telephone Calls, and Direct Mail on Voter Turnout: A Field Experiment," American Political Science Review, Cambridge University Press, vol. 94(3), pages 653-663, September.
    23. Elliot Lipnowski & Doron Ravid, 2020. "Cheap Talk With Transparent Motives," Econometrica, Econometric Society, vol. 88(4), pages 1631-1660, July.
    24. In-Koo Cho & David M. Kreps, 1987. "Signaling Games and Stable Equilibria," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 179-221.
    25. Paul Milgrom & John Roberts, 1986. "Relying on the Information of Interested Parties," RAND Journal of Economics, The RAND Corporation, vol. 17(1), pages 18-32, Spring.
    26. Petrova, Maria, 2008. "Inequality and media capture," Journal of Public Economics, Elsevier, vol. 92(1-2), pages 183-212, February.
    27. Gregory A. Huber & Kevin Arceneaux, 2007. "Identifying the Persuasive Effects of Presidential Advertising," American Journal of Political Science, John Wiley & Sons, vol. 51(4), pages 957-977, October.
    28. James D. Fearon, 1997. "Signaling Foreign Policy Interests," Journal of Conflict Resolution, Peace Science Society (International), vol. 41(1), pages 68-90, February.
    29. Benjamin Enke, 2020. "What You See Is All There Is," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(3), pages 1363-1398.
    30. Emir Kamenica, 2019. "Bayesian Persuasion and Information Design," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 249-272, August.
    31. Harry Pei, 2020. "Repeated Communication with Private Lying Cost," Papers 2006.08069, arXiv.org.
    32. Ginger Zhe Jin & Michael Luca & Daniel Martin, 2021. "Is No News (Perceived As) Bad News? An Experimental Investigation of Information Disclosure," American Economic Journal: Microeconomics, American Economic Association, vol. 13(2), pages 141-173, May.
    33. Wouter Dessein, 2002. "Authority and Communication in Organizations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 811-838.
    34. Chad Kendall & Tommaso Nannicini & Francesco Trebbi, 2015. "How Do Voters Respond to Information? Evidence from a Randomized Campaign," American Economic Review, American Economic Association, vol. 105(1), pages 322-353, January.
    35. Schnakenberg, Keith E., 2015. "Expert advice to a voting body," Journal of Economic Theory, Elsevier, vol. 160(C), pages 102-113.
    36. MARTIN, GREGORY J. & McCRAIN, JOSHUA, 2019. "Local News and National Politics," American Political Science Review, Cambridge University Press, vol. 113(2), pages 372-384, May.
    37. James M. Snyder, 1991. "On Buying Legislatures," Economics and Politics, Wiley Blackwell, vol. 3(2), pages 93-109, July.
    38. Gilligan, Thomas W & Krehbiel, Keith, 1987. "Collective Decisionmaking and Standing Committees: An Informational Rationale for Restrictive Amendment Procedures," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 3(2), pages 287-335, Fall.
    39. Keith E. Schnakenberg & Ian R. Turner, 2021. "Helping Friends or Influencing Foes: Electoral and Policy Effects of Campaign Finance Contributions," American Journal of Political Science, John Wiley & Sons, vol. 65(1), pages 88-100, January.
    40. Bendor, Jonathan & Meirowitz, Adam, 2004. "Spatial Models of Delegation," American Political Science Review, Cambridge University Press, vol. 98(2), pages 293-310, May.
    41. Joel Sobel, 1985. "A Theory of Credibility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(4), pages 557-573.
    42. Austen-Smith, David & Banks, Jeffrey S., 2000. "Cheap Talk and Burned Money," Journal of Economic Theory, Elsevier, vol. 91(1), pages 1-16, March.
    43. Gordon, Sanford C. & Hafer, Catherine, 2005. "Flexing Muscle: Corporate Political Expenditures as Signals to the Bureaucracy," American Political Science Review, Cambridge University Press, vol. 99(2), pages 245-261, May.
    44. Alan Gerber & Donald Green, 2000. "The effects of canvassing, direct mail, and telephone contact on voter turnout: A field experiment," Natural Field Experiments 00248, The Field Experiments Website.
    45. Crawford, Vincent P & Sobel, Joel, 1982. "Strategic Information Transmission," Econometrica, Econometric Society, vol. 50(6), pages 1431-1451, November.
    46. Kartik, Navin & Ottaviani, Marco & Squintani, Francesco, 2007. "Credulity, lies, and costly talk," Journal of Economic Theory, Elsevier, vol. 134(1), pages 93-116, May.
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    2. Kikuta,Kyosuke & Hanayama,Manaho, 2023. "Does the Nobel Peace Prize Improve Women’s Rights? Prize and Praise in International Relations," IDE Discussion Papers 903, Institute of Developing Economies, Japan External Trade Organization(JETRO).

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