IDEAS home Printed from https://ideas.repec.org/a/eee/joepsy/v32y2011i5p865-889.html
   My bibliography  Save this article

Trust games: A meta-analysis

Author

Listed:
  • Johnson, Noel D.
  • Mislin, Alexandra A.

Abstract

We collect data from 162 replications of the Berg, Dickhaut, and McCabe Investment game (the “trust” game) involving more than 23,000 participants. We conduct a meta-analysis of these games in order to identify the effect of experimental protocols and geographic variation on this popular behavioral measure of trust and trustworthiness. Our findings indicate that the amount sent in the game is significantly affected by whether payment is random, and whether play is with a simulated counterpart. Trustworthiness is significantly affected by the amount by which the experimenter multiplies the amount sent, whether subjects play both roles in the experiment, and whether the subjects are students. We find robust evidence that subjects send less in trust games conducted in Africa than those in North America.

Suggested Citation

  • Johnson, Noel D. & Mislin, Alexandra A., 2011. "Trust games: A meta-analysis," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 865-889.
  • Handle: RePEc:eee:joepsy:v:32:y:2011:i:5:p:865-889
    DOI: 10.1016/j.joep.2011.05.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167487011000869
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.joep.2011.05.007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. Philippe Aghion & Yann Algan & Pierre Cahuc & Andrei Shleifer, 2010. "Regulation and Distrust," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1015-1049.
    3. Naef, Michael & Schupp, Jürgen, 2009. "Measuring Trust: Experiments and Surveys in Contrast and Combination," IZA Discussion Papers 4087, Institute of Labor Economics (IZA).
    4. Burnham, Terence & McCabe, Kevin & Smith, Vernon L., 2000. "Friend-or-foe intentionality priming in an extensive form trust game," Journal of Economic Behavior & Organization, Elsevier, vol. 43(1), pages 57-73, September.
    5. Ernst Fehr & Urs Fischbacher & Bernhard von Rosenbladt & J�rgen Schupp & Gert G. Wagner, "undated". "A Nation-Wide Laboratory: Examining trust and trustworthiness by integrating behavioral experiments into representative surveys," IEW - Working Papers 141, Institute for Empirical Research in Economics - University of Zurich.
    6. Camerer, Colin & Weigelt, Keith, 1988. "Experimental Tests of a Sequential Equilibrium Reputation Model," Econometrica, Econometric Society, vol. 56(1), pages 1-36, January.
    7. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    8. Johansson-Stenman, Olof & Mahmud, Minhaj & Martinsson, Peter, 2005. "Trust and Religion: Experimental Evidence from Bangladesh," Working Papers in Economics 167, University of Gothenburg, Department of Economics.
    9. Ben-Ner, Avner & Halldorsson, Freyr, 2010. "Trusting and trustworthiness: What are they, how to measure them, and what affects them," Journal of Economic Psychology, Elsevier, vol. 31(1), pages 64-79, February.
    10. Ernst Fehr & Urs Fischbacher & Elena Tougareva, "undated". "Do High Stakes and Competition Undermine Fairness? Evidence from Russia," IEW - Working Papers 120, Institute for Empirical Research in Economics - University of Zurich.
    11. Simon Gaechter & Benedikt Herrmann & Christian Thöni, 2010. "Culture and Cooperation," CESifo Working Paper Series 3070, CESifo.
      • Simon Gaechter & Benedikt Herrmann & Christian Thoeni, 2010. "Culture and Cooperation," Discussion Papers 2010-09, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    12. Armin Falk & James J. Heckman, 2009. "Lab Experiments are a Major Source of Knowledge in the Social Sciences," Working Papers 200935, Geary Institute, University College Dublin.
    13. La Porta, Rafael, et al, 1997. "Trust in Large Organizations," American Economic Review, American Economic Association, vol. 87(2), pages 333-338, May.
    14. Sutter, Matthias & Kocher, Martin G., 2007. "Trust and trustworthiness across different age groups," Games and Economic Behavior, Elsevier, vol. 59(2), pages 364-382, May.
    15. Jennifer Zelmer, 2003. "Linear Public Goods Experiments: A Meta-Analysis," Experimental Economics, Springer;Economic Science Association, vol. 6(3), pages 299-310, November.
    16. Bellemare, Charles & Kroger, Sabine, 2007. "On representative social capital," European Economic Review, Elsevier, vol. 51(1), pages 183-202, January.
    17. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    18. Jordi Brandts & Gary Charness, 2000. "Hot vs. Cold: Sequential Responses and Preference Stability in Experimental Games," Experimental Economics, Springer;Economic Science Association, vol. 2(3), pages 227-238, March.
    19. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    20. Falk, Armin & Zehnder, Christian & Meier, Stephan, 2010. "Did We Overestimate the Role of Social Preferences? The Case of Self-Selected Student Samples," CEPR Discussion Papers 8019, C.E.P.R. Discussion Papers.
    21. Bellemare, C. & Kroger, S., 2003. "On Representative Trust," Discussion Paper 2003-47, Tilburg University, Center for Economic Research.
    22. Bolle, Friedel, 1990. "High reward experiments without high expenditure for the experimenter?," Journal of Economic Psychology, Elsevier, vol. 11(2), pages 157-167, June.
    23. Guth, Werner & Huck, Steffen & Muller, Wieland, 2001. "The Relevance of Equal Splits in Ultimatum Games," Games and Economic Behavior, Elsevier, vol. 37(1), pages 161-169, October.
    24. Ernst Fehr, 2009. "On The Economics and Biology of Trust," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 235-266, 04-05.
    25. Ananish Chaudhuri, 2011. "Sustaining cooperation in laboratory public goods experiments: a selective survey of the literature," Experimental Economics, Springer;Economic Science Association, vol. 14(1), pages 47-83, March.
    26. David Sally, 1995. "Conversation and Cooperation in Social Dilemmas," Rationality and Society, , vol. 7(1), pages 58-92, January.
    27. Cox, James C., 2004. "How to identify trust and reciprocity," Games and Economic Behavior, Elsevier, vol. 46(2), pages 260-281, February.
    28. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    29. David Masclet & Thierry P鮡rd, 2012. "Do reputation feedback systems really improve trust among anonymous traders? An experimental study," Applied Economics, Taylor & Francis Journals, vol. 44(35), pages 4553-4573, December.
    30. Bottom, William P., 1998. "Negotiator Risk: Sources of Uncertainty and the Impact of Reference Points on Negotiated Agreements," Organizational Behavior and Human Decision Processes, Elsevier, vol. 76(2), pages 89-112, November.
    31. Casari, Marco & Cason, Timothy N., 2009. "The strategy method lowers measured trustworthy behavior," Economics Letters, Elsevier, vol. 103(3), pages 157-159, June.
    32. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    33. Ernst Fehr & John A. List, 2004. "The Hidden Costs and Returns of Incentives-Trust and Trustworthiness Among CEOs," Journal of the European Economic Association, MIT Press, vol. 2(5), pages 743-771, September.
    34. Cameron, Lisa A, 1999. "Raising the Stakes in the Ultimatum Game: Experimental Evidence from Indonesia," Economic Inquiry, Western Economic Association International, vol. 37(1), pages 47-59, January.
    35. Nava Ashraf & Iris Bohnet & Nikita Piankov, 2006. "Decomposing trust and trustworthiness," Experimental Economics, Springer;Economic Science Association, vol. 9(3), pages 193-208, September.
    36. Slonim, Robert & Guillen, Pablo, 2010. "Gender selection discrimination: Evidence from a Trust game," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 385-405, November.
    37. Steven Yen, 2002. "An econometric analysis of household donations in the USA," Applied Economics Letters, Taylor & Francis Journals, vol. 9(13), pages 837-841.
    38. Swope, Kurtis J. & Cadigan, John & Schmitt, Pamela M. & Shupp, Robert, 2008. "Personality preferences in laboratory economics experiments," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(3), pages 998-1009, June.
    39. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    40. Bahry, Donna L. & Wilson, Rick K., 2006. "Confusion or fairness in the field? Rejections in the ultimatum game under the strategy method," Journal of Economic Behavior & Organization, Elsevier, vol. 60(1), pages 37-54, May.
    41. 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.
    42. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    43. Carpenter, Jeffrey & Verhoogen, Eric & Burks, Stephen, 2005. "The effect of stakes in distribution experiments," Economics Letters, Elsevier, vol. 86(3), pages 393-398, March.
    44. Lucy Ackert & Bryan Church & Shawn Davis, 2011. "An experimental examination of the effect of potential revelation of identity on satisfying obligations," New Zealand Economic Papers, Taylor & Francis Journals, vol. 45(1-2), pages 69-80.
    45. Lenton, Pamela & Mosley, Paul, 2011. "Incentivising trust," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 890-897.
    46. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    47. Burks, Stephen V. & Carpenter, Jeffrey P. & Verhoogen, Eric, 2003. "Playing both roles in the trust game," Journal of Economic Behavior & Organization, Elsevier, vol. 51(2), pages 195-216, June.
    48. repec:hal:spmain:info:hdl:2441/4km7l02j139aj8hl7kcccmqk9s is not listed on IDEAS
    49. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    50. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    51. Iris Bohnet & Fiona Greig & Benedikt Herrmann & Richard Zeckhauser, 2008. "Betrayal Aversion: Evidence from Brazil, China, Oman, Switzerland, Turkey, and the United States," American Economic Review, American Economic Association, vol. 98(1), pages 294-310, March.
    52. Robert Slonim & Alvin E. Roth, 1998. "Learning in High Stakes Ultimatum Games: An Experiment in the Slovak Republic," Econometrica, Econometric Society, vol. 66(3), pages 569-596, May.
    53. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Naveh Eskinazi & Miki Malul & Mosi Rosenboim & Tal Shavit, 2023. "Do you still trust me? An experimental study on the effect of uncertainty, complexity and anchors in a trust game," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 892-905, March.
    3. Murnighan, J. Keith & Wang, Long, 2016. "The social world as an experimental game," Organizational Behavior and Human Decision Processes, Elsevier, vol. 136(C), pages 80-94.
    4. Goeschl, Timo & Jarke, Johannes, 2014. "Trust, but verify? When trustworthiness is observable only through (costly) monitoring," WiSo-HH Working Paper Series 20, University of Hamburg, Faculty of Business, Economics and Social Sciences, WISO Research Laboratory.
    5. Naef, Michael & Schupp, Jürgen, 2009. "Measuring Trust: Experiments and Surveys in Contrast and Combination," IZA Discussion Papers 4087, Institute of Labor Economics (IZA).
    6. Papa Stefano, 2011. "Oltre l’egoismo: L’approccio comportamentale alle preferenze," wp.comunite 0077, Department of Communication, University of Teramo.
    7. 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.
    8. Bejarano, Hernán & Gillet, Joris & Rodriguez-Lara, Ismael, 2021. "Trust and trustworthiness after negative random shocks," Journal of Economic Psychology, Elsevier, vol. 86(C).
    9. van den Akker, Olmo R. & van Assen, Marcel A.L.M. & van Vugt, Mark & Wicherts, Jelte M., 2020. "Sex differences in trust and trustworthiness: A meta-analysis of the trust game and the gift-exchange game," Journal of Economic Psychology, Elsevier, vol. 81(C).
    10. Blair Cleave & Nikos Nikiforakis & Robert Slonim, 2013. "Is there selection bias in laboratory experiments? The case of social and risk preferences," Experimental Economics, Springer;Economic Science Association, vol. 16(3), pages 372-382, September.
    11. Martin G. Kocher, 2015. "How Trust in Social Dilemmas Evolves with Age," CESifo Working Paper Series 5447, CESifo.
    12. Houser, Daniel & Schunk, Daniel & Winter, Joachim, 2010. "Distinguishing trust from risk: An anatomy of the investment game," Journal of Economic Behavior & Organization, Elsevier, vol. 74(1-2), pages 72-81, May.
    13. Luo, Jun & Wang, Xinxin, 2020. "Hukou identity and trust—Evidence from a framed field experiment in China," China Economic Review, Elsevier, vol. 59(C).
    14. Schwerter, Frederik & Zimmermann, Florian, 2020. "Determinants of trust: The role of personal experiences," Games and Economic Behavior, Elsevier, vol. 122(C), pages 413-425.
    15. Kocher, Martin G. & Martinsson, Peter & Matzat, Dominik & Wollbrant, Conny, 2015. "The role of beliefs, trust, and risk in contributions to a public good," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 236-244.
    16. Banerjee, Ritwik, 2016. "Corruption, norm violation and decay in social capital," Journal of Public Economics, Elsevier, vol. 137(C), pages 14-27.
    17. Arnstein Aassve & Pierluigi Conzo & Francesco Mattioli, 2021. "Was Banfield right? New insights from a nationwide laboratory experiment," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 1029-1064, November.
    18. Giuseppe Albanese & Guido de Blasio & Paolo Sestito, 2017. "Trust, risk and time preferences: evidence from survey data," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 64(4), pages 367-388, December.
    19. Ece Yagman & Malcolm Keswell, 2015. "Accents, Race and Discrimination: Evidence from a Trust Game," SALDRU Working Papers 158, Southern Africa Labour and Development Research Unit, University of Cape Town.
    20. 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.

    More about this item

    Keywords

    Trust; Trust game; Meta-analysis; Cross-cultural experiments;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D74 - Microeconomics - - Analysis of Collective Decision-Making - - - Conflict; Conflict Resolution; Alliances; Revolutions
    • Z10 - Other Special Topics - - Cultural Economics - - - General

    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:eee:joepsy:v:32:y:2011:i:5:p:865-889. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/joep .

    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.