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Aggregate Efficiency in Games

Author

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  • Florian Mudekereza

Abstract

We show that, in large population games, decentralized information aggregation generically corrects for individual-level biases. This establishes a new testable aggregate efficiency benchmark where the behavior of boundedly rational agents mimics that of fully rational agents. However, we find that structural economic forces such as strategic network formation and profit-maximizing platforms can systematically select pathological environments to exploit individuals' biases, thereby causing aggregate inefficiencies. We characterize these inefficiencies in monopoly and labor markets. Our findings therefore suggest that policy should shift focus from correcting individuals' behavior to monitoring and regulating information structures.

Suggested Citation

  • Florian Mudekereza, 2025. "Aggregate Efficiency in Games," Papers 2501.13019, arXiv.org, revised Feb 2026.
  • Handle: RePEc:arx:papers:2501.13019
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    References listed on IDEAS

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    1. Yuval Salant & Josh Cherry, 2020. "Statistical Inference in Games," Econometrica, Econometric Society, vol. 88(4), pages 1725-1752, July.
    2. Ignacio Esponda & Demian Pouzo, 2016. "Berk–Nash Equilibrium: A Framework for Modeling Agents With Misspecified Models," Econometrica, Econometric Society, vol. 84, pages 1093-1130, May.
    3. Philipp Denter & Martin Dumav & Boris Ginzburg, 2021. "Social Connectivity, Media Bias, and Correlation Neglect," The Economic Journal, Royal Economic Society, vol. 131(637), pages 2033-2057.
    4. Sergio Currarini & Giovanni Ursino & A K S Chand, 2020. "Strategic Transmission of Correlated Information," The Economic Journal, Royal Economic Society, vol. 130(631), pages 2175-2206.
    5. Sethi, Rajiv, 2021. "Stable sampling in repeated games," Journal of Economic Theory, Elsevier, vol. 197(C).
    6. Ran Spiegler, 2016. "Bayesian Networks and Boundedly Rational Expectations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1243-1290.
    7. Lori Beaman & Jeremy Magruder, 2012. "Who Gets the Job Referral? Evidence from a Social Networks Experiment," American Economic Review, American Economic Association, vol. 102(7), pages 3574-3593, December.
    8. Bolte, Lukas & Fan, Tony Q., 2024. "Motivated mislearning: The case of correlation neglect," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 647-663.
    9. Galit Shmueli & Thomas P. Minka & Joseph B. Kadane & Sharad Borle & Peter Boatwright, 2005. "A useful distribution for fitting discrete data: revival of the Conway–Maxwell–Poisson distribution," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 54(1), pages 127-142, January.
    10. Davide Cantoni & David Y Yang & Noam Yuchtman & Y Jane Zhang, 2019. "Protests as Strategic Games: Experimental Evidence from Hong Kong's Antiauthoritarian Movement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 1021-1077.
    11. Eryilmaz, Serkan, 2018. "On success runs in a sequence of dependent trials with a change point," Statistics & Probability Letters, Elsevier, vol. 132(C), pages 91-98.
    12. Matthew O. Jackson & Leeat Yariv, 2007. "Diffusion of Behavior and Equilibrium Properties in Network Games," American Economic Review, American Economic Association, vol. 97(2), pages 92-98, May.
    13. Nicholas M. Kiefer, 2011. "Default estimation, correlated defaults, and expert information," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(2), pages 173-192, March.
    14. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    15. Luceno, Alberto, 1995. "A family of partially correlated Poisson models for overdispersion," Computational Statistics & Data Analysis, Elsevier, vol. 20(5), pages 511-520, November.
    16. Levy, Gilat & Razin, Ronny, 2015. "Does Polarisation of Opinions Lead to Polarisation of Platforms? The Case of Correlation Neglect," Quarterly Journal of Political Science, now publishers, vol. 10(3), pages 321-355, September.
    17. repec:bla:anzsta:v:46:y:2004:i:1:p:53-57 is not listed on IDEAS
    18. Simon Board & Moritz Meyer‐ter‐Vehn, 2021. "Learning Dynamics in Social Networks," Econometrica, Econometric Society, vol. 89(6), pages 2601-2635, November.
    19. Gilat Levy & Inés Moreno de Barreda & Ronny Razin, 2022. "Persuasion with Correlation Neglect: A Full Manipulation Result," American Economic Review: Insights, American Economic Association, vol. 4(1), pages 123-138, March.
    20. Alex Rees-Jones & Ran Shorrer & Chloe Tergiman, 2024. "Correlation Neglect in Student-to-School Matching," American Economic Journal: Microeconomics, American Economic Association, vol. 16(3), pages 1-42, August.
    21. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    22. Simin He & Simas Kučinskas, 2024. "Expectation Formation with Correlated Variables," The Economic Journal, Royal Economic Society, vol. 134(660), pages 1517-1544.
    23. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    24. Osborne, Martin J. & Rubinstein, Ariel, 2003. "Sampling equilibrium, with an application to strategic voting," Games and Economic Behavior, Elsevier, vol. 45(2), pages 434-441, November.
    25. Christine Laudenbach & Michael Ungeheuer & Martin Weber, 2023. "How to Alleviate Correlation Neglect in Investment Decisions," Management Science, INFORMS, vol. 69(6), pages 3400-3414, June.
    26. Alex Rees-Jones & Ran Shorrer, 2023. "Behavioral Economics in Education Market Design: A Forward-Looking Review," Journal of Political Economy Microeconomics, University of Chicago Press, vol. 1(3), pages 557-613.
    27. George A. Akerlof & Robert J. Shiller, 2010. "Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism," Economics Books, Princeton University Press, edition 1, number 9163, December.
    28. Andrew Ellis & Michele Piccione, 2017. "Correlation Misperception in Choice," American Economic Review, American Economic Association, vol. 107(4), pages 1264-1292, April.
    29. Milgrom, Paul, 1981. "An Axiomatic Characterization of Common Knowledge," Econometrica, Econometric Society, vol. 49(1), pages 219-222, January.
    30. Peter M. DeMarzo & Dimitri Vayanos & Jeffrey Zwiebel, 2003. "Persuasion Bias, Social Influence, and Unidimensional Opinions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 909-968.
    31. Laura K. Gee & Jason Jones & Moira Burke, 2017. "Social Networks and Labor Markets: How Strong Ties Relate to Job Finding on Facebook’s Social Network," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 485-518.
    32. Niederle, Muriel & Vespa, Emanuel, 2023. "Cognitive Limitations: Failures of Contingent Thinking," University of California at San Diego, Economics Working Paper Series qt5q14p1np, Department of Economics, UC San Diego.
    33. Osborne, Martin J & Rubinstein, Ariel, 1998. "Games with Procedurally Rational Players," American Economic Review, American Economic Association, vol. 88(4), pages 834-847, September.
    34. Hossain, Tanjim & Okui, Ryo, 2024. "Belief formation under signal correlation," Games and Economic Behavior, Elsevier, vol. 146(C), pages 160-183.
    35. Sawa, Ryoji & Wu, Jiabin, 2023. "Statistical inference in evolutionary dynamics," Games and Economic Behavior, Elsevier, vol. 137(C), pages 294-316.
    36. Sushil Bikhchandani & David Hirshleifer & Omer Tamuz & Ivo Welch, 2024. "Information Cascades and Social Learning," Journal of Economic Literature, American Economic Association, vol. 62(3), pages 1040-1093, September.
    37. Muriel Niederle & Emanuel Vespa, 2023. "Cognitive Limitations: Failures of Contingent Thinking," Annual Review of Economics, Annual Reviews, vol. 15(1), pages 307-328, September.
    38. Benjamin Enke & Florian Zimmermann, 2019. "Correlation Neglect in Belief Formation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 313-332.
    39. Matthew O. Jackson, 2019. "The Friendship Paradox and Systematic Biases in Perceptions and Social Norms," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 777-818.
    40. Pietro Ortoleva & Erik Snowberg, 2015. "Overconfidence in Political Behavior," American Economic Review, American Economic Association, vol. 105(2), pages 504-535, February.
    41. Markus Spiwoks & Kilian Bizer, 2018. "Correlation Neglect and Overconfidence. An Experimental Study," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 8(3), pages 1-5.
    42. Moser, Johannes & Wallmeier, Niklas, 2021. "Correlation neglect in voting decisions: An experiment," Economics Letters, Elsevier, vol. 198(C).
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