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Measuring the risk attitude of decision-makers: are there differences between groups of methods and persons?

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  • Maart-Noelck, Syster C.
  • Musshoff, Oliver

Abstract

Many studies quantifying individual risk preferences of test persons show that results of different measuring methods may vary. Additional reservations about the reliability of the results regarding the risk attitude measurement arise from the fact that most studies are based on convenience groups, such as students or businessmen in developing countries. With this in mind, we systematically compare different measuring methods to answer the question how the choice of method affects the results. Moreover, we compare the risk preferences of German farmers with those of students and Kazakhstani farmers to investigate whether farmers’ risk preferences can be approximated through those of convenience groups. The methods applied comprise an incentive-compatible Holt-and-Laury-lottery as well as two psychometric methods. Results show that students respond consistently across all three elicitation methods whereas German and Kazakhstani farmers are more inconsistent. Significant differences exist in the responses of German students and German farmers. The comparison of risk preferences between German and Kazakhstani farmers, however, reveals significant similarities with respect to the psychometric methods.

Suggested Citation

  • Maart-Noelck, Syster C. & Musshoff, Oliver, 2014. "Measuring the risk attitude of decision-makers: are there differences between groups of methods and persons?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(3), July.
  • Handle: RePEc:ags:aareaj:262407
    DOI: 10.22004/ag.econ.262407
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    1. Bardsley, Peter & Harris, Michael, 1987. "An Approach To The Econometric Estimation Of Attitudes To Risk In Agriculture," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 31(2), pages 1-15, August.
    2. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    3. Shapiro, B.I. & Brorsen, B.Wade & Doster, D. Howard, 1992. "Adoption of Double-Cropping Soybeans and Wheat," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 24(2), pages 33-40, December.
    4. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    5. John M. Antle, 1987. "Econometric Estimation of Producers' Risk Attitudes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(3), pages 509-522.
    6. Joost M.E. Pennings & Philip Garcia, 2001. "Measuring Producers' Risk Preferences: A Global Risk-Attitude Construct," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(4), pages 993-1009.
    7. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    8. Balgah, Roland Azibo & Buchenrieder, Gertrud, 2011. "Natural Shocks and Risk Behavior: Experimental Evidence from Cameroon," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 50(2), pages 1-19.
    9. Ecker, Olivier & Qaim, Matin, 2011. "Analyzing Nutritional Impacts of Policies: An Empirical Study for Malawi," World Development, Elsevier, vol. 39(3), pages 412-428, March.
    10. Arnaud Reynaud & Stéphane Couture, 2012. "Stability of risk preference measures: results from a field experiment on French farmers," Theory and Decision, Springer, vol. 73(2), pages 203-221, August.
    11. Eswaran, Mukesh & Kotwal, Ashok, 1990. "Implications of Credit Constraints for Risk Behaviour in Less Developed Economies," Oxford Economic Papers, Oxford University Press, vol. 42(2), pages 473-482, April.
    12. Mohammed Abdellaoui & Ahmed Driouchi & Olivier L’Haridon, 2011. "Risk aversion elicitation: reconciling tractability and bias minimization," Theory and Decision, Springer, vol. 71(1), pages 63-80, July.
    13. Masclet, David & Colombier, Nathalie & Denant-Boemont, Laurent & Lohéac, Youenn, 2009. "Group and individual risk preferences: A lottery-choice experiment with self-employed and salaried workers," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 470-484, June.
    14. Masson, Robert Tempest, 1972. "The Creation of Risk Aversion by Imperfect Capital Markets," American Economic Review, American Economic Association, vol. 62(1), pages 77-86, March.
    15. Alpaslan Akay & Peter Martinsson & Haileselassie Medhin & Stefan Trautmann, 2012. "Attitudes toward uncertainty among the poor: an experiment in rural Ethiopia," Theory and Decision, Springer, vol. 73(3), pages 453-464, September.
    16. 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.
    17. Murat Isik & Madhu Khanna, 2003. "Stochastic Technology, Risk Preferences, and Adoption of Site-Specific Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 305-317.
    18. Mette Wik & Tewodros Aragie Kebede & Olvar Bergland & Stein Holden, 2004. "On the measurement of risk aversion from experimental data," Applied Economics, Taylor & Francis Journals, vol. 36(21), pages 2443-2451.
    19. Cornelis Gardebroek, 2006. "Comparing risk attitudes of organic and non-organic farmers with a Bayesian random coefficient model," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(4), pages 485-510, December.
    20. GlennW. Harrison & StevenJ. Humphrey & Arjan Verschoor, 2010. "Choice under Uncertainty: Evidence from Ethiopia, India and Uganda," Economic Journal, Royal Economic Society, vol. 120(543), pages 80-104, March.
    21. Fausti, Scott W. & Gillespie, Jeffrey M., 2006. "Measuring risk attitude of agricultural producers using a mail survey: how consistent are the methods?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 50(2), pages 1-18, June.
    22. Brown, Sarah & Dietrich, Michael & Ortiz-Nuñez, Aurora & Taylor, Karl, 2011. "Self-employment and attitudes towards risk: Timing and unobserved heterogeneity," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 425-433, June.
    23. Balgah, Roland Azibo & Buchenrieder, Gertrud, 2011. "Effects of Natural Shocks on Risk Behavior. Experimental Evidence from Cameroon," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114215, European Association of Agricultural Economists.
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