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Is There Selection Bias in Laboratory Experiments?

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  • Cleave, Blair L.
  • Nikiforakis, Nikos
  • Slonim, Robert

Abstract

Do the social and risk preferences of participants in laboratory experiments represent the preferences of the population from which they are recruited? To answer this question, we conducted a classroom experiment with a population of 1,173 students using a trust game and a lottery choice task to measure individual preferences. Separately, all 1,173 students were invited to participate in a laboratory experiment. To determine whether selection bias exists, we compare the preferences of the individuals who eventually participated in a laboratory experiment to those in the population. We find that the social and risk preferences of the students participating in the laboratory experiment are not significantly different from the preferences of the population from which they were recruited. We further show that participation decisions across most subgroups (e.g., men vs. women) do not differ significantly. We therefore fail to find selection bias based on social and risk preferences.

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File URL: http://hdl.handle.net/2123/6957
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Bibliographic Info

Paper provided by University of Sydney, School of Economics in its series Working Papers with number 2010-01.

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Date of creation: Oct 2010
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Handle: RePEc:syd:wpaper:2123/6957

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Keywords: external validity; social preferences; selection bias; laboratory experiments; risk preferences;

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References

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  1. Bellemare, Charles & Kröger, Sabine, 2003. "On Representative Trust," SFB 373 Discussion Papers 2003,27, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  2. Matthias Benz & Stephan Meier, 2008. "Do people behave in experiments as in the field?—evidence from donations," Experimental Economics, Springer, vol. 11(3), pages 268-281, September.
  3. 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.
  4. Nicole M. Baran & Paola Sapienza & Luigi Zingales, 2010. "Can we infer social preferences from the lab? Evidence from the trust game," NBER Working Papers 15654, National Bureau of Economic Research, Inc.
  5. Drew Fudenberg & David K. Levine, 2004. "A Dual Self Model of Impulse Control," Harvard Institute of Economic Research Working Papers 2049, Harvard - Institute of Economic Research.
  6. Glaeser, Edward Ludwig & Laibson, David I. & Scheinkman, Jose A. & Soutter, Christine L., 2000. "Measuring Trust," Scholarly Articles 4481497, Harvard University Department of Economics.
  7. Friedman, Daniel, 2010. "Preferences, beliefs and equilibrium: What have experiments taught us?," Journal of Economic Behavior & Organization, Elsevier, vol. 73(1), pages 29-33, January.
  8. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
  9. Garbarino, Ellen & Slonim, Robert, 2009. "The robustness of trust and reciprocity across a heterogeneous U.S. population," Journal of Economic Behavior & Organization, Elsevier, vol. 69(3), pages 226-240, March.
  10. Ernst Fehr & Simon Gaechter, . "Fairness and Retaliation: The Economics of Reciprocitys," IEW - Working Papers 040, Institute for Empirical Research in Economics - University of Zurich.
  11. Ernst Fehr & John A. List, 2004. "THE HIDDEN COSTS AND RETURNS OF INCENTIVES — TRUST AND TRUSTWORTHINESS AMONG CEOs," Labor and Demography 0409012, EconWPA.
  12. Marco Casari & John C. Ham & John H. Kagel, 2007. "Selection Bias, Demographic Effects, and Ability Effects in Common Value Auction Experiments," American Economic Review, American Economic Association, vol. 97(4), pages 1278-1304, September.
  13. Hans Binswanger, 1981. "Attitudes toward risk: Theoretical implications of an experiment in rural india," Artefactual Field Experiments 00010, The Field Experiments Website.
  14. Roland Bénabou & Jean Tirole, 2004. "Incentives and Prosocial Behavior," Working Papers 137, Princeton University, Woodrow Wilson School of Public and International Affairs, Discussion Papers in Economics..
  15. Steven D. Levitt & John A. List, 2007. "Viewpoint: On the generalizability of lab behaviour to the field," Canadian Journal of Economics, Canadian Economics Association, vol. 40(2), pages 347-370, May.
  16. Roe, Brian E. & Haab, Timothy C. & Beversdorf, David Q. & Gu, Howard H. & Tilley, Michael R., 2009. "Risk-attitude selection bias in subject pools for experiments involving neuroimaging and blood samples," Journal of Economic Psychology, Elsevier, vol. 30(2), pages 181-189, April.
  17. Matthew Rabin., 1992. "Incorporating Fairness into Game Theory and Economics," Economics Working Papers 92-199, University of California at Berkeley.
  18. Dean S. Karlan, 2005. "Using Experimental Economics to Measure Social Capital And Predict Financial Decisions," Working Papers 909, Economic Growth Center, Yale University.
  19. Jeffrey Carpenter & Cristina Connolly & Caitlin Myers, 2008. "Altruistic behavior in a representative dictator experiment," Experimental Economics, Springer, vol. 11(3), pages 282-298, September.
  20. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
  21. Bohnet, Iris & Zeckhauser, Richard, 2004. "Trust, risk and betrayal," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 467-484, December.
  22. Andersen, Steffen & Harrison, Glenn W. & Lau, Morten Igel & Rutström, E. Elisabet, 2010. "Preference heterogeneity in experiments: Comparing the field and laboratory," Journal of Economic Behavior & Organization, Elsevier, vol. 73(2), pages 209-224, February.
  23. Cameron, Lisa & Chaudhuri, Ananish & Erkal, Nisvan & Gangadharan, Lata, 2009. "Propensities to engage in and punish corrupt behavior: Experimental evidence from Australia, India, Indonesia and Singapore," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 843-851, August.
  24. James Andreoni & John Miller, 2002. "Giving According to GARP: An Experimental Test of the Consistency of Preferences for Altruism," Econometrica, Econometric Society, vol. 70(2), pages 737-753, March.
  25. David J. Cooper, 1999. "Gaming against Managers in Incentive Systems: Experimental Results with Chinese Students and Chinese Managers," American Economic Review, American Economic Association, vol. 89(4), pages 781-804, September.
  26. Harrison, Glenn W. & Lau, Morten I. & Elisabet Rutström, E., 2009. "Risk attitudes, randomization to treatment, and self-selection into experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 498-507, June.
  27. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  28. Catherine C. Eckel & Philip J. Grossman, 2008. "Forecasting Risk Attitudes: An Experimental Study Using Actual and Forecast Gamble Choices," Development Research Unit Working Paper Series archive-01, Monash University, Department of Economics.
  29. David Cooper & John Kagel & Wei Lo & Qing Liang Gu, 1999. "Gaming against managers in incentive systems: Experimental results with chinese students and chinese managers," Artefactual Field Experiments 00038, The Field Experiments Website.
  30. Cox, James C., 2004. "How to identify trust and reciprocity," Games and Economic Behavior, Elsevier, vol. 46(2), pages 260-281, February.
  31. Bellemare, Charles & Kröger, Sabine, 2004. "On Representative Social Capital," IZA Discussion Papers 1145, Institute for the Study of Labor (IZA).
  32. Robert H. Frank & Thomas Gilovich & Dennis T. Regan, 1993. "Does Studying Economics Inhibit Cooperation?," Journal of Economic Perspectives, American Economic Association, vol. 7(2), pages 159-171, Spring.
  33. Catherine Eckel & Philip Grossman, 2000. "Volunteers and Pseudo-Volunteers: The Effect of Recruitment Method in Dictator Experiments," Experimental Economics, Springer, vol. 3(2), pages 107-120, October.
  34. Bohnet, Iris & Croson, Rachel, 2004. "Trust and trustworthiness," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 443-445, December.
  35. 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.
  36. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-74, June.
  37. Nava Ashraf & Iris Bohnet & Nikita Piankov, 2006. "Decomposing trust and trustworthiness," Experimental Economics, Springer, vol. 9(3), pages 193-208, September.
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  1. Is there really no selection bias in laboratory experiments?
    by Economic Logician in Economic Logic on 2011-01-07 16:31:00
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