IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_9851.html
   My bibliography  Save this paper

Meta-Analysis of Inequality Aversion Estimates

Author

Listed:
  • Salvatore Nunnari
  • Massimiliano Pozzi

Abstract

We conduct an interdisciplinary meta-analysis to aggregate the knowledge from empirical estimates of inequality aversion reported from 1999 to 2022. In particular, we examine 85 estimates of disadvantageous inequality aversion (or envy) and advantageous inequality aversion (or guilt) from 26 articles in economics, psychology, neuroscience and computer science that structurally estimate the Fehr and Schmidt (1999) model of social preferences. Our meta-analysis supports the presence of inequality concerns: the mean envy coefficient is 0:426 with a 95% probability that the true value lies in the interval [0:240; 0:620]; the mean guilt coefficient is 0:290 with a 95% probability that the true value lies in the interval [0:212; 0:366]. Moreover, we observe high levels of heterogeneity, both across studies and across individuals, with estimated parameters sensitive to the experimental task and the subject population.

Suggested Citation

  • Salvatore Nunnari & Massimiliano Pozzi, 2022. "Meta-Analysis of Inequality Aversion Estimates," CESifo Working Paper Series 9851, CESifo.
    • Handle: RePEc:ces:ceswps:_9851
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp9851.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hoffman Elizabeth & McCabe Kevin & Shachat Keith & Smith Vernon, 1994. "Preferences, Property Rights, and Anonymity in Bargaining Games," Games and Economic Behavior, Elsevier, vol. 7(3), pages 346-380, November.
    2. Gary Charness & Matthew Rabin, 2002. "Understanding Social Preferences with Simple Tests," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(3), pages 817-869.
    3. Sabrina Teyssier, 2012. "Inequity and risk aversion in sequential public good games," Public Choice, Springer, vol. 151(1), pages 91-119, April.
    4. Christoph Engel, 2011. "Dictator games: a meta study," Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 583-610, November.
    5. Ernst Fehr & Susanne Kremhelmer & Klaus M. Schmidt, 2008. "Fairness and the Optimal Allocation of Ownership Rights," Economic Journal, Royal Economic Society, vol. 118(531), pages 1262-1284, August.
    6. Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2019. "Correction to: The Many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1335-1335.
    7. Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2019. "The many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1025-1069.
    8. Carpenter, Bob & Gelman, Andrew & Hoffman, Matthew D. & Lee, Daniel & Goodrich, Ben & Betancourt, Michael & Brubaker, Marcus & Guo, Jiqiang & Li, Peter & Riddell, Allen, 2017. "Stan: A Probabilistic Programming Language," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 76(i01).
    9. Jennifer Zelmer, 2003. "Linear Public Goods Experiments: A Meta-Analysis," Experimental Economics, Springer;Economic Science Association, vol. 6(3), pages 299-310, November.
    10. Anthoff, David & Hepburn, Cameron & Tol, Richard S.J., 2009. "Equity weighting and the marginal damage costs of climate change," Ecological Economics, Elsevier, vol. 68(3), pages 836-849, January.
    11. Charles Bellemare & Sabine Kröger & Arthur van Soest, 2008. "Measuring Inequity Aversion in a Heterogeneous Population Using Experimental Decisions and Subjective Probabilities," Econometrica, Econometric Society, vol. 76(4), pages 815-839, July.
    12. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    13. Richard S. J. Tol, 2010. "International Inequity Aversion And The Social Cost Of Carbon," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 21-32.
    14. Goeree, Jacob K. & Holt, Charles A., 2000. "Asymmetric inequality aversion and noisy behavior in alternating-offer bargaining games," European Economic Review, Elsevier, vol. 44(4-6), pages 1079-1089, May.
    15. He, Haoran & Wu, Keyu, 2016. "Choice set, relative income, and inequity aversion: An experimental investigation," Journal of Economic Psychology, Elsevier, vol. 54(C), pages 177-193.
    16. Charness, Gary & Haruvy, Ernan, 2002. "Altruism, equity, and reciprocity in a gift-exchange experiment: an encompassing approach," Games and Economic Behavior, Elsevier, vol. 40(2), pages 203-231, August.
    17. Azar, Christian & Sterner, Thomas, 1996. "Discounting and distributional considerations in the context of global warming," Ecological Economics, Elsevier, vol. 19(2), pages 169-184, November.
    18. Müller, Stephan & Rau, Holger A., 2019. "Decisions under uncertainty in social contexts," Games and Economic Behavior, Elsevier, vol. 116(C), pages 73-95.
    19. David Cooper & E. Dutcher, 2011. "The dynamics of responder behavior in ultimatum games: a meta-study," Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 519-546, November.
    20. Daruvala, Dinky, 2010. "Would the right social preference model please stand up!," Journal of Economic Behavior & Organization, Elsevier, vol. 73(2), pages 199-208, February.
    21. Roth, Alvin E. & Erev, Ido, 1995. "Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate term," Games and Economic Behavior, Elsevier, vol. 8(1), pages 164-212.
    22. Konstantopoulos, Spyros, 2011. "Fixed Effects and Variance Components Estimation in Three-Level Meta-Analysis," IZA Discussion Papers 5678, Institute of Labor Economics (IZA).
    23. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    24. Astrid Dannenberg & Bodo Sturm & Carsten Vogt, 2010. "Do Equity Preferences Matter for Climate Negotiators? An Experimental Investigation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(1), pages 91-109, September.
    25. Hessel Oosterbeek & Randolph Sloof & Gijs van de Kuilen, 2004. "Cultural Differences in Ultimatum Game Experiments: Evidence from a Meta-Analysis," Experimental Economics, Springer;Economic Science Association, vol. 7(2), pages 171-188, June.
    26. James E. Pustejovsky & Elizabeth Tipton, 2018. "Small-Sample Methods for Cluster-Robust Variance Estimation and Hypothesis Testing in Fixed Effects Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 36(4), pages 672-683, October.
    27. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    28. Dannenberg, Astrid & Sturm, Bodo & Vogt, Carsten, 2007. "Do Equity Preferences Matter in Climate Negotiations? An Experimental Investigation," ZEW Discussion Papers 07-063, ZEW - Leibniz Centre for European Economic Research.
    29. Carsten Vogt, 2016. "Climate Coalition Formation When Players are Heterogeneous and Inequality Averse," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 65(1), pages 33-59, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alger, Ingela, 2022. "Evolutionarily stable preferences," TSE Working Papers 22-1355, Toulouse School of Economics (TSE), revised Dec 2022.
    2. Bohmann, Sandra & Kalleitner, Fabian, 2023. "Subjective Inequity Aversion: Unfair Inequality, Subjective Well-Being, and Preferences for Redistribution," SocArXiv g8arw, Center for Open Science.
    3. Carpenter, Jeffrey & Robbett, Andrea, 2024. "Measuring socially appropriate social preferences," Games and Economic Behavior, Elsevier, vol. 147(C), pages 517-532.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Breitmoser, Yves & Vorjohann, Pauline, 2022. "Fairness-based Altruism," Center for Mathematical Economics Working Papers 666, Center for Mathematical Economics, Bielefeld University.
    2. Breitmoser, Yves & Vorjohann, Pauline, 2018. "Welfare-Based Altruism," Rationality and Competition Discussion Paper Series 89, CRC TRR 190 Rationality and Competition.
    3. Matteo M. Galizzi & Daniel Navarro-Martinez, 2019. "On the External Validity of Social Preference Games: A Systematic Lab-Field Study," Management Science, INFORMS, vol. 65(3), pages 976-1002, March.
    4. Güth, Werner & Kocher, Martin G., 2014. "More than thirty years of ultimatum bargaining experiments: Motives, variations, and a survey of the recent literature," Journal of Economic Behavior & Organization, Elsevier, vol. 108(C), pages 396-409.
    5. Cochard, François & Le Gallo, Julie & Georgantzis, Nikolaos & Tisserand, Jean-Christian, 2021. "Social preferences across different populations: Meta-analyses on the ultimatum game and dictator game," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 90(C).
    6. Holger Herz & Dmitry Taubinsky, 2018. "What Makes a Price Fair? An Experimental Study of Transaction Experience and Endogenous Fairness Views," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 316-352.
    7. Clark, Andrew E. & D'Ambrosio, Conchita, 2014. "Attitudes to Income Inequality: Experimental and Survey Evidence," IZA Discussion Papers 8136, Institute of Labor Economics (IZA).
    8. Engel, Christoph, 2020. "Estimating heterogeneous reactions to experimental treatments," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 124-147.
    9. Carpenter, Jeffrey & Robbett, Andrea, 2024. "Measuring socially appropriate social preferences," Games and Economic Behavior, Elsevier, vol. 147(C), pages 517-532.
    10. Holger Herz & Dmitry Taubinsky, 2016. "What Makes a Price Fair? An Experimental Analysis of Transaction Experience and Endogenous Fairness Views," NBER Working Papers 22728, National Bureau of Economic Research, Inc.
    11. Emin Karagözoğlu & Ümit Barış Urhan, 2017. "The Effect of Stake Size in Experimental Bargaining and Distribution Games: A Survey," Group Decision and Negotiation, Springer, vol. 26(2), pages 285-325, March.
    12. Sun-Ki Chai & Dolgorsuren Dorj & Katerina Sherstyuk, 2018. "Cultural Values and Behavior in Dictator, Ultimatum, and Trust Games: An Experimental Study," Research in Experimental Economics, in: Experimental Economics and Culture, volume 20, pages 89-166, Emerald Group Publishing Limited.
    13. James C. Cox & Vjollca Sadiraj, 2018. "Incentives," Experimental Economics Center Working Paper Series 2018-01, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    14. Klockmann, Victor & von Schenk, Alicia & Villeval, Marie Claire, 2022. "Artificial intelligence, ethics, and intergenerational responsibility," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 284-317.
    15. Kerschbamer, Rudolf & Müller, Daniel, 2020. "Social preferences and political attitudes: An online experiment on a large heterogeneous sample," Journal of Public Economics, Elsevier, vol. 182(C).
    16. Thorsten Chmura & Christoph Engel & Markus Englerth, 2013. "Selfishness As a Potential Cause of Crime. A Prison Experiment," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2013_05, Max Planck Institute for Research on Collective Goods.
    17. Hedegaard, Morten & Kerschbamer, Rudolf & Müller, Daniel & Tyran, Jean-Robert, 2021. "Distributional preferences explain individual behavior across games and time," Games and Economic Behavior, Elsevier, vol. 128(C), pages 231-255.
    18. Thomas Epper & Julien Senn & Ernst Fehr, 2023. "Social preferences across subject pools: students vs. general population," ECON - Working Papers 435, Department of Economics - University of Zurich, revised Jan 2024.
    19. Jacobs Martin, 2016. "Accounting for Changing Tastes: Approaches to Explaining Unstable Individual Preferences," Review of Economics, De Gruyter, vol. 67(2), pages 121-183, August.
    20. Erik O. Kimbrough & Alexander Vostroknutov, 2016. "Norms Make Preferences Social," Journal of the European Economic Association, European Economic Association, vol. 14(3), pages 608-638, June.

    More about this item

    Keywords

    social preferences; inequality aversion; inequity aversion; envy; guilt; meta-analysis; multi-level random-effects model; Bayesian hierarchical model;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ces:ceswps:_9851. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.