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Opting-in: Participation bias in economic experiments

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Author Info

  • Slonim, Robert
  • Wang, Carmen
  • Garbarino, Ellen
  • Merrett, Danielle

Abstract

Assuming individuals rationally decide whether to participate or not to participate in lab experiments, we hypothesize several non-representative biases in the characteristics of lab participants. We test the hypotheses by first collecting survey and experimental data from a typical recruitment population and then inviting them to participate in a lab experiment. The results indicate that lab participants are not representative of the target population on almost all the hypothesized characteristics, including having lower income, working fewer hours, volunteering more often, and exhibiting behaviors correlated with interest in experiments and economics. The results reinforce the commonly understood limits of laboratory research to make quantitative inferences. We also discuss several methods for addressing non-representative biases to advance laboratory methods for improving quantitative inferences and consequently increasing confidence in qualitative conclusions.

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Bibliographic Info

Article provided by Elsevier in its journal Journal of Economic Behavior & Organization.

Volume (Year): 90 (2013)
Issue (Month): C ()
Pages: 43-70

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Handle: RePEc:eee:jeborg:v:90:y:2013:i:c:p:43-70

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Web page: http://www.elsevier.com/locate/jebo

Related research

Keywords: Participation bias; Laboratory experiments;

References

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Cited by:
  1. Mirco Tonin & Michael Vlassopoulos, 2014. "Corporate Philanthropy and Productivity: Evidence from an Online Real Effort Experiment," CESifo Working Paper Series 4778, CESifo Group Munich.
  2. Atalay, Kadir & Bakhtiar, Fayzan & Cheung, Stephen L. & Slonim, Robert, 2013. "Savings and Prize-Linked Savings Accounts," Working Papers 2013-12, University of Sydney, School of Economics.

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