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

  • 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. Huck, Steffen & Ruchala, Gabriele K. & Tyran, Jean-Robert, 2006. "Competition Fosters Trust," CEPR Discussion Papers 6009, C.E.P.R. Discussion Papers.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. Armantier, Olivier & Treich, Nicolas, 2010. "Eliciting Beliefs: Proper Scoring Rules, Incentives, Stakes and Hedging," LERNA Working Papers 10.26.332, LERNA, University of Toulouse.
  7. 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," IZA Discussion Papers 715, Institute for the Study of Labor (IZA).
  8. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
  9. repec:dgr:kubcen:200457 is not listed on IDEAS
  10. Bellemare, C. & Kroger, S., 2003. "On Representative Trust," Discussion Paper 2003-47, Tilburg University, Center for Economic Research.
  11. Pascaline Dupas, 2009. "Do Teenagers Respond to HIV Risk Information? Evidence from a Field Experiment in Kenya," NBER Working Papers 14707, National Bureau of Economic Research, Inc.
  12. 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.
  13. Gill, David & Prowse, Victoria, 2012. "Gender differences and dynamics in competition: the role of luck," MPRA Paper 38220, University Library of Munich, Germany.
  14. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
  15. Devoto, Florencia & Duflo, Esther & Dupas, Pascaline & Parienté, William & Pons, Vincent, 2011. "Happiness on Tap: Piped Water Adoption in Urban Morocco," CEPR Discussion Papers 8326, C.E.P.R. Discussion Papers.
  16. 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).
  17. 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.
  18. 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.
  19. McKelvey, Richard D & Page, Talbot, 1990. "Public and Private Information: An Experimental Study of Information Pooling," Econometrica, Econometric Society, vol. 58(6), pages 1321-39, November.
  20. Miguel A. Costa-Gomes & Vincent P. Crawford, 2004. "Cognition and Behavior in Two-Person Guessing Games: An Experimental Study," ISER Discussion Paper 0613, Institute of Social and Economic Research, Osaka University.
  21. 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.
  22. Costa-Gomes, Miguel A. & Huck, Steffen & Weizsäcker, Georg, 2014. "Beliefs and actions in the trust game: Creating instrumental variables to estimate the causal effect," Games and Economic Behavior, Elsevier, vol. 88(C), pages 298-309.
  23. 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.
  24. Miguel A. Costa-Gomes & Georg Weizsäcker, 2004. "Stated Beliefs and Play in Normal Form Games," Levine's Bibliography 122247000000000236, UCLA Department of Economics.
  25. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2007. "Cultural Biases in Economic Exchange?," Economics Working Papers ECO2007/42, European University Institute.
  26. 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.
  27. 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.
  28. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
  29. Bellemare, C. & Kroger, S. & van Soest, A.H.O., 2008. "Measuring inequity aversion in a heterogeneous population using experimental decisions and subjective probabilities," Other publications TiSEM f17bda32-98f9-4580-ab3f-6, Tilburg University, School of Economics and Management.
  30. Mariana Blanco & Dirk Engelmann & Alexander Koch & Hans-Theo Normann, 2010. "Belief elicitation in experiments: is there a hedging problem?," Experimental Economics, Springer;Economic Science Association, vol. 13(4), pages 412-438, December.
  31. 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.
  32. 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.
  33. Cox, James C., 2004. "How to identify trust and reciprocity," Games and Economic Behavior, Elsevier, vol. 46(2), pages 260-281, February.
  34. Bellemare, Charles & Kroger, Sabine, 2007. "On representative social capital," European Economic Review, Elsevier, vol. 51(1), pages 183-202, January.
  35. List, John & Millimet, Daniel, 2005. "The Market: Catalyst for Rationality and Filter of Irrationality," Departmental Working Papers 0504, Southern Methodist University, Department of Economics.
  36. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
  37. Paola Sapienza & Anna Toldra & Luigi Zingales, 2007. "Understanding Trust," NBER Working Papers 13387, National Bureau of Economic Research, Inc.
  38. 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.
  39. 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 817-45, July.
  40. repec:feb:framed:0070 is not listed on IDEAS
  41. Yaw Nyarko & Andrew Schotter, 2002. "An Experimental Study of Belief Learning Using Elicited Beliefs," Econometrica, Econometric Society, vol. 70(3), pages 971-1005, May.
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