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Beliefs and Actions in the Trust Game: Creating Instrumental Variables to Estimate the Causal Effect

Listed author(s):
  • Costa-Gomes, Miguel A.

    ()

    (University of Aberdeen)

  • Huck, Steffen

    ()

    (University College London)

  • Weizsäcker, Georg

    ()

    (DIW Berlin)

In many economic contexts, an elusive variable of interest is the agent's expectation about relevant events, e.g. about other agents' behavior. Recent experimental studies as well as surveys have asked participants to state their beliefs explicitly, but little is known about the causal relation between beliefs and other behavioral variables. This paper discusses the possibility of creating exogenous instrumental variables for belief statements, by shifting the probabilities of the relevant events. We conduct trust game experiments where the amount sent back by the second player (trustee) is exogenously varied by a random process, in a way that informs only the first player (trustor) about the realized variation. The procedure allows detecting causal links from beliefs to actions under plausible assumptions. The IV estimates indicate a significant causal effect, comparable to the connection between beliefs and actions that is suggested by OLS analyses.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 4709.

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Length: 44 pages
Date of creation: Jan 2010
Handle: RePEc:iza:izadps:dp4709
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  1. Charles Bellemare & Alexander Sebald & Martin Strobel, 2011. "Measuring the willingness to pay to avoid guilt: estimation using equilibrium and stated belief models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(3), pages 437-453, 04.
  2. David Gill & Victoria Prowse, 2014. "Gender differences and dynamics in competition: The role of luck," Quantitative Economics, Econometric Society, vol. 5, pages 351-376, 07.
  3. List John A. & Millimet Daniel L, 2008. "The Market: Catalyst for Rationality and Filter of Irrationality," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-55, November.
  4. Costa-Gomes, Miguel A. & Huck, Steffen & Weizsäcker, Georg, 2010. "Beliefs and Actions in the Trust Game: Creating Instrumental Variables to Estimate the Causal Effect," IZA Discussion Papers 4709, Institute for the Study of Labor (IZA).
  5. Michael Naef & Jürgen Schupp, 2009. "Measuring Trust: Experiments and Surveys in Contrast and Combination," SOEPpapers on Multidisciplinary Panel Data Research 167, DIW Berlin, The German Socio-Economic Panel (SOEP).
  6. Orazio P. Attanasio, 2009. "Expectations and Perceptions in Developing Countries: Their Measurement and Their Use," American Economic Review, American Economic Association, vol. 99(2), pages 87-92, May.
  7. Miguel A. Costa-Gomes & Vincent P. Crawford, 2006. "Cognition and Behavior in Two-Person Guessing Games: An Experimental Study," Levine's Bibliography 321307000000000336, UCLA Department of Economics.
  8. Florencia Devoto & Esther Duflo & Pascaline Dupas & William Pariente & Vincent Pons, 2011. "Happiness on Tap: Piped Water Adoption in Urban Morocco," NBER Working Papers 16933, National Bureau of Economic Research, Inc.
  9. Esther Duflo & Emmanuel Saez, 2003. "The role of information and social interactions in retirement plan decisions: Evidence from a randomized experiment," Framed Field Experiments 00141, The Field Experiments Website.
  10. Miguel A. Costa-Gomes & Georg Weizsäcker, 2008. "Stated Beliefs and Play in Normal-Form Games," Review of Economic Studies, Oxford University Press, vol. 75(3), pages 729-762.
  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, 07.
  12. Huck, Steffen & Weizsacker, Georg, 2002. "Do players correctly estimate what others do? : Evidence of conservatism in beliefs," Journal of Economic Behavior & Organization, Elsevier, vol. 47(1), pages 71-85, January.
  13. Fehr, Ernst & Fischbacher, Urs & von Rosenbladt, Bernhard & Schupp, Jürgen & Wagner, Gert G., 2003. "A nation-wide laboratory: Examining trust and trustworthiness by integrating behavioral experiments into representative surveys," Discussion Papers 2003/1, Technische Universität Berlin, School of Economics and Management.
  14. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
  15. Simon Gaechter & Elke Renner, 2010. "The effects of (incentivized) belief elicitation in public goods experiments," Discussion Papers 2010-12, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
  16. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2006. "Does Culture Affect Economic Outcomes?," CEPR Discussion Papers 5505, C.E.P.R. Discussion Papers.
  17. Armantier, Olivier & Treich, Nicolas, 2013. "Eliciting beliefs: Proper scoring rules, incentives, stakes and hedging," European Economic Review, Elsevier, vol. 62(C), pages 17-40.
  18. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, Oxford University Press, vol. 125(2), pages 515-548.
  19. Bellemare, C. & Kroger, S., 2003. "On Representative Trust," Discussion Paper 2003-47, Tilburg University, Center for Economic Research.
  20. Bellemare, C. & Kroger, S., 2004. "On Representative Social Capital," Discussion Paper 2004-57, Tilburg University, Center for Economic Research.
  21. Blanco, Mariana & Engelmann, Dirk & Koch, Alexander K. & Normann, Hans-Theo, 2008. "Belief Elicitation in Experiments: Is there a Hedging Problem?," IZA Discussion Papers 3517, Institute for the Study of Labor (IZA).
  22. Yaw Nyarko & Andrew Schotter, 2002. "An Experimental Study of Belief Learning Using Elicited Beliefs," Econometrica, Econometric Society, vol. 70(3), pages 971-1005, May.
  23. Huck, Steffen & Lünser, Gabriele K. & Tyran, Jean-Robert, 2012. "Competition fosters trust," Games and Economic Behavior, Elsevier, vol. 76(1), pages 195-209.
  24. Cox, James C., 2004. "How to identify trust and reciprocity," Games and Economic Behavior, Elsevier, vol. 46(2), pages 260-281, February.
  25. Croson, Rachel T. A., 2000. "Thinking like a game theorist: factors affecting the frequency of equilibrium play," Journal of Economic Behavior & Organization, Elsevier, vol. 41(3), pages 299-314, March.
  26. Iris Bohnet & Heike Harmgart & Steffen Huck & Jean-Robert Tyran, 2005. "Learning Trust," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 322-329, 04/05.
  27. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2005. "Cultural Biases in Economic Exchange," 2005 Meeting Papers 234, Society for Economic Dynamics.
  28. Offerman, Theo & Sonnemans, Joep & Schram, Arthur, 1996. "Value Orientations, Expectations and Voluntary Contributions in Public Goods," Economic Journal, Royal Economic Society, vol. 106(437), pages 817-845, July.
  29. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
  30. Paola Sapienza & Anna Toldra‐Simats & Luigi Zingales, 2013. "Understanding Trust," Economic Journal, Royal Economic Society, vol. 123(12), pages 1313-1332, December.
  31. Pascaline Dupas, 2011. "Do Teenagers Respond to HIV Risk Information? Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 1-34, January.
  32. repec:dgr:kubcen:200457 is not listed on IDEAS
  33. Rutström, E. Elisabet & Wilcox, Nathaniel T., 2009. "Stated beliefs versus inferred beliefs: A methodological inquiry and experimental test," Games and Economic Behavior, Elsevier, vol. 67(2), pages 616-632, November.
  34. repec:feb:framed:0070 is not listed on IDEAS
  35. McKelvey, Richard D & Page, Talbot, 1990. "Public and Private Information: An Experimental Study of Information Pooling," Econometrica, Econometric Society, vol. 58(6), pages 1321-1339, November.
  36. repec:dgr:kubcen:200347 is not listed on IDEAS
  37. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 118(3), pages 815-842.
  38. Alexander Smith, 2013. "Estimating the causal effect of beliefs on contributions in repeated public good games," Experimental Economics, Springer;Economic Science Association, vol. 16(3), pages 414-425, September.
  39. Ham, John C. & Kagel, John H. & Lehrer, Steven F., 2005. "Randomization, endogeneity and laboratory experiments: the role of cash balances in private value auctions," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 175-205.
  40. Bellemare, Charles & Kröger, Sabine & van Soest, Arthur, 2011. "Preferences, intentions, and expectation violations: A large-scale experiment with a representative subject pool," Journal of Economic Behavior & Organization, Elsevier, vol. 78(3), pages 349-365, May.
  41. Maroš Servátka & Steven Tucker & Radovan Vadovic, 2008. "Strategic Use of Trust," Working Papers in Economics 08/11, University of Canterbury, Department of Economics and Finance.
  42. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
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