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To pay or not to pay: Measuring risk preferences in lab and field

Author

Listed:
  • Brañas-Garza, Pablo
  • Estepa Mohedano, Lorenzo
  • Jorrat, Diego
  • Orozco, Víctor
  • Rascon-Ramirez, Ericka

Abstract

Measuring risk preferences in the field is critical for policy, however, it can be expensive and may generate unequal payoffs due to bad luck. For instance, the commonly used measure of Holt and Laury (2002) relies on a dozen of lottery choices and payments which makes it time consuming and costly, but also raises moral concerns as a result of the unequal payments generated by the lotteries. We propose a short version of the Holt and Laury (2002) which produces in the lab (Spain) the same results as the long HL. Using the short HL in the field (Honduras and Nigeria), we observe that paying or not for the measurement of risk preferences produces the same findings. Our low-cost approach makes the measurement of risk preferences simpler, faster and cheaper in the lab and field.

Suggested Citation

  • Brañas-Garza, Pablo & Estepa Mohedano, Lorenzo & Jorrat, Diego & Orozco, Víctor & Rascon-Ramirez, Ericka, 2020. "To pay or not to pay: Measuring risk preferences in lab and field," MPRA Paper 103088, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:103088
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    References listed on IDEAS

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    1. Jose Apesteguia & Miguel A. Ballester, 2018. "Monotone Stochastic Choice Models: The Case of Risk and Time Preferences," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 74-106.
    2. Uri Gneezy & Jan Potters, 1997. "An Experiment on Risk Taking and Evaluation Periods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 631-645.
    3. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, May.
    4. Wiseman, David B. & Levin, Irwin P., 1996. "Comparing Risky Decision Making Under Conditions of Real and Hypothetical Consequences," Organizational Behavior and Human Decision Processes, Elsevier, vol. 66(3), pages 241-250, June.
    5. Joshua B. Miller & Adam Sanjurjo, 2019. "Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers," Papers 1902.01265, arXiv.org.
    6. Friedman, Bernard, 1974. "Risk Aversion and the Consumer Choice of Health Insurance Option," The Review of Economics and Statistics, MIT Press, vol. 56(2), pages 209-214, May.
    7. Miller, Joshua Benjamin & Sanjurjo, Adam, 2018. "Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers," OSF Preprints sv9x2, Center for Open Science.
    8. Angelo Gutierrez & Miguel Ángel Ballester & Jose Apesteguia, 2019. "Random Models for the Joint Treatment of Risk and Time Preferences," Working Papers 1117, Barcelona School of Economics.
    9. Charles A. Holt & Susan K. Laury, 2005. "Risk Aversion and Incentive Effects: New Data without Order Effects," American Economic Review, American Economic Association, vol. 95(3), pages 902-912, June.
    10. 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.
    11. Katz, Eliakim & Stark, Oded, 1986. "Labor Migration and Risk Aversion in Less Developed Countries," Journal of Labor Economics, University of Chicago Press, vol. 4(1), pages 134-149, January.
    12. Nathalie Etchart-Vincent & Olivier l’Haridon, 2011. "Monetary incentives in the loss domain and behavior toward risk: An experimental comparison of three reward schemes including real losses," Journal of Risk and Uncertainty, Springer, vol. 42(1), pages 61-83, February.
    13. Jörg Peters & Jörg Langbein & Gareth Roberts, 2018. "Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity," The World Bank Research Observer, World Bank, vol. 33(1), pages 34-64.
    14. Kuhberger, Anton & Schulte-Mecklenbeck, Michael & Perner, Josef, 2002. "Framing decisions: Hypothetical and real," Organizational Behavior and Human Decision Processes, Elsevier, vol. 89(2), pages 1162-1175, November.
    15. Renate Schubert, 1999. "Financial Decision-Making: Are Women Really More Risk-Averse?," American Economic Review, American Economic Association, vol. 89(2), pages 381-385, May.
    16. Elaine M. Liu, 2013. "Time to Change What to Sow: Risk Preferences and Technology Adoption Decisions of Cotton Farmers in China," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1386-1403, October.
    17. Omar Al-Ubaydli & John A. List & Dana L. Suskind, 2017. "What Can We Learn from Experiments? Understanding the Threats to the Scalability of Experimental Results," American Economic Review, American Economic Association, vol. 107(5), pages 282-286, May.
    18. Joshua B. Miller & Adam Sanjurjo, 2018. "Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers," Econometrica, Econometric Society, vol. 86(6), pages 2019-2047, November.
    19. Catherine C. Eckel & Philip J. Grossman, 2008. "Forecasting Risk Attitudes: An Experimental Study Using Actual and Forecast Gamble Choices," Monash Economics Working Papers archive-01, Monash University, Department of Economics.
    20. Paolo Crosetto & Antonio Filippin, 2013. "The “bomb” risk elicitation task," Journal of Risk and Uncertainty, Springer, vol. 47(1), pages 31-65, August.
    21. Weiss, Yoram, 1972. "The Risk Element in Occupational and Educational Choices," Journal of Political Economy, University of Chicago Press, vol. 80(6), pages 1203-1213, Nov.-Dec..
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    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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