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Personality and Prosocial Behavior: A Multilevel Meta-Analysis*

Abstract

We investigate the effect of personality on prosocial behavior in a Bayesian multilevel meta-analysis (MLMA) of 15 published, interdisciplinary experimental studies. With data from the 15 studies constituting nearly 2500 individual observations, we find that the Big Five traits of Agreeableness and Openness are significantly and positively associated with prosocial behavior, while none of the other three traits are. These results are robust to a number of different model specifications and operationalizations of prosociality, and they greatly clarify the contradictory findings in the literature on the relationship between personality and prosocial behavior. Though previous research has indicated that incentivized experiments result in reduced prosocial behavior, we find no evidence that monetary incentivization of participants affects prosocial tendencies. By leveraging individual observations from multiple studies and explicitly modeling the multilevel structure of the data, MLMA permits the simultaneous estimation of study- and individual-level effects. The Bayesian approach allows us to estimate study-level effects in an unbiased and efficient manner, even with a relatively small number of studies. We conclude by discussing the limitations of our study and the advantages and disadvantages of the MLMA method.

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Reuben Kline, Department of Political Science, Center for Behavioral Political Economy, Stony Brook University, SUNY 4392, Stony Brook, NY 11794 (reuben.kline@stonybrook.edu). Alexa Bankert, Assistant Professor, Department of Political Science, School of Public and International Affairs, University of Georgia, 104 Baldwin St, Athens, GA 30602, (alexa.bankert@uga.edu). Lindsey Levitan, Associate Professor, Department of Psychology, Shepherd University, 301 N King Street, Shepherdstown, WV 25443, (llevitan@shepherd.edu). Patrick Kraft, Ph.D. Candidate, Department of Political Science, Stony Brook University, Stony Brook, NY 11794-4392, (patrick.kraft@stonybrook.edu). The authors would like to thank those who generously shared their data with the authors. The authors also thank two anonymous reviewers and the editors for their helpful suggestions which greatly improved the paper. To view supplementary material for this article, please visit http://dx.doi.org/10.1017/psrm.2017.14

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John R. Alford , Carolyn L. Funk , and John R. Hibbing . 2005. ‘Are Political Orientations Genetically Transmitted?American Political Science Review 99(2):153167.

John R. Alford , and John R. Hibbing . 2007. ‘Personal, Interpersonal, and Political Temperaments’. The Annals of the American Academy of Political and Social Science 614(1):196212.

Florian Artinger , Filippos Exadaktylos , Hannes Koppel , and Lauri Sääksvuori . 2014. ‘In Others’ Shoes: Do Individual Differences in Empathy and Theory of Mind Shape Social Preferences?PloS one 9(4):e92844.

René Bekkers . 2005. ‘Participation in Voluntary Associations: Relations With Resources, Personality, and Political Values’. Political Psychology 26(3):439454.

Avner Ben-Ner , and Amit Kramer . 2011. ‘Personality and Altruism in the Dictator Game: Relationship to Giving to Kin, Collaborators, Competitors, and Neutrals’. Personality and Individual Differences 51(3):216221.

Avner Ben-Ner , Louis Putterman , Fanmin Kong , and Dan Magan . 2004. ‘Reciprocity in a Two-Part Dictator Game’. Journal of Economic Behavior & Organization 53(3):333352.

Sean Brocklebank , Gary J. Lewis , and Timothy C Bates . 2011. ‘Personality Accounts for Stable Preferences and Expectations Across a Range of Simple Games’. Personality and Individual Differences 51(8):881886.

Paul T. Costa , and Robert R. McCrae . 1992. ‘Normal Personality Assessment in Clinical Practice: The Neo Personality Inventory’. Psychological Assessment 4(1):5–13.

Kevin Denny , and Orla Doyle . 2008. ‘Political Interest, Cognitive Ability and Personality: Determinants of Voter Turnout in Britain’. British Journal of Political Science 38(2):291310.

Hristos Doucouliagos , and Mehmet Ali Ulubaşoğlu . 2008. ‘Democracy and Economic Growth: A Meta-Analysis’. American Journal of Political Science 52(1):6183.

Urs Fischbacher , Simon Gächter , and Ernst Fehr . 2001. ‘Are People Conditionally Cooperative? Evidence From a Public Goods Experiment’. Economics Letters 71(3):397404.

James H Fowler . 2006. ‘Altruism and Turnout’. Journal of Politics 68(3):674683.

James H. Fowler , and Cindy D. Kam . 2007. ‘Beyond the Self: Social Identity, Altruism, and Political Participation’. Journal of Politics 69(3):813827.

Andrew Gelman . 2006. ‘Prior Distributions for Variance Parameters in Hierarchical Models’. Bayesian Analysis 1(3):515534.

Alan S. Gerber , Gregory A. Huber , David Doherty , Conor M. Dowling , and Shang E. Ha . 2010. ‘Personality and Political Attitudes: Relationships Across Issue Domains and Political Contexts’. American Political Science Review 104(1):111133.

Harvey Goldstein , Min Yang , Rumana Omar , Rebecca Turner , and Simon Thompson . 2000. ‘Meta-Analysis Using Multilevel Models With an Application to the Study of Class Size Effects’. Journal of the Royal Statistical Society: Series C (Applied Statistics) 49(3):399412.

Anna Gunnthorsdottir , Kevin McCabe , and Vernon Smith . 2002. ‘Using the Machiavellianism Instrument to Predict Trustworthiness in a Bargaining Game’. Journal of Economic Psychology 23(1):4966.

Benjamin E. Hilbig , and Ingo Zettler . 2009. ‘Pillars of Cooperation: Honesty–Humility, Social Value Orientations, and Economic Behavior’. Journal of Research in Personality 43(3):516519.

Benjamin E. Hilbig , Ingo Zettler , and Timo Heydasch . 2012. ‘Personality, Punishment and Public Goods: Strategic Shifts Towards Cooperation as a Matter of Dispositional Honesty–Humility’. European Journal of Personality 26(3):245254.

Jacob B. Hirsh , and Jordan B. Peterson . 2009. ‘Extraversion, Neuroticism, and the Prisoners Dilemma’. Personality and Individual Differences 46(2):254256.

Sander L. Koole , Wander Jager , Agnes E. van den Berg , Charles A. J. Vlek , and Willem K. B. Hofstee . 2001. ‘On the Social Nature of Personality: Effects of Extraversion, Agreeableness, and Feedback About Collective Resource Use on Cooperation in a Resource Dilemma’. Personality and Social Psychology Bulletin 27(3):289301.

Robert Kurzban , and Daniel Houser . 2001. ‘Individual Differences in Cooperation in a Circular Public Goods Game’. European Journal of Personality 15(S1):S37S52.

Kibeom Lee , and Michael C. Ashton . 2004. ‘Psychometric Properties of the Hexaco Personality Inventory’. Multivariate Behavioral Research 39(2):329358.

Peter John Loewen . 2010. ‘Affinity, Antipathy, and Political Participation: How our Concern for Others Makes us Vote’. Canadian Journal of Political Science 43(3):661687.

Robert R. McCrae , and Paul T. Costa . 1989. ‘Reinterpreting the Myers-Briggs Type Indicator from the Perspective of the Five-Factor Model of Personality’. Journal of personality 57(1):1740.

Robert R. McCrae , and Paul T. Costa . 1995. ‘Trait Explanations in Personality Psychology’. European Journal of Personality 9(4):231252.

Rebecca B. Morton , and Kenneth C. Williams . 2010. Experimental Political Science and the Study of Causality: From Nature to the Lab. New York: Cambridge University Press.

Alexander Peysakhovich , Martin A. Nowak , and David G. Rand . 2014. ‘Humans Display a Cooperative Phenotype That is Domain General and Temporally Stable’. Nature Communications 5:4939–69.

Emmanuel M. Pothos , Gavin Perry , Philip J. Corr , Mervin R. Matthew , and Jerome R. Busemeyer . 2011. ‘Understanding Cooperation in the Prisoners Dilemma Game’. Personality and Individual Differences 51(3):210215.

John A. Sautter , Levente Littvay , and Brennen Bearnes . 2007. ‘A Dual-Edged Sword: Empathy and Collective Action in the Prisoner’s Dilemma’. The ANNALS of the American Academy of Political and Social Science 614(1):154171.

Pamela Schmitt , Robert Shupp , Kurtis Swope , and Justin Mayer . 2008. ‘Pre-commitment and personality: Behavioral explanations in ultimatum games’. Journal of Economic Behavior & Organization 66(3):597605.

Daniel Stegmueller . 2013. ‘How Many Countries for Multilevel Modeling? A Comparison of Frequentist and Bayesian Approaches’. American Journal of Political Science 57(3):748761.

Simon G. Thompson , and Julian Higgins . 2002. ‘How Should Meta-Regression Analyses be Undertaken and Interpreted?Statistics in Medicine 21(11):15591573.

Simon G. Thompson , Rebecca M. Turner , and David E. Warn . 2001. ‘Multilevel Models for Metaanalysis, and their Application to Absolute Risk Differences’. Statistical Methods in Medical Research 10(6):375392.

Rebecca M. Turner , Rumana Z. Omar , Min Yang , Harvey Goldstein , and Simon G. Thompson . 2000. ‘A Multilevel Model Framework for Meta-Analysis of Clinical Trials With Binary Outcomes’. Statistics in Medicine 19(24):34173432.

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Political Science Research and Methods
  • ISSN: 2049-8470
  • EISSN: 2049-8489
  • URL: /core/journals/political-science-research-and-methods
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