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Investigating inconsistencies in complex lotteries: The role of cognitive skills of low-numeracy subjects

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  • Bruns, Selina
  • Hermann, Daniel
  • Musshoff, Oliver

Abstract

Comprehension in risk elicitation tasks is crucial, as otherwise the results are rather noisy than reliable. One prominent risk-elicitation tool, the Holt and Laury task (HL-task), is particularly prone to a noisy outcome - indicated by high inconsistency levels - when used among low-literacy subjects. Yet, it is unclear what drives inconsistencies. In this note we investigate the HL-task inconsistency levels of 247 smallholder farmers from rural Cambodia. Cognitive skills, measured through Raven’s Progressive Matrices (RPM), are a statistically significant determinant of inconsistency levels. A second step in the analysis reveals that cognitive skills are a statistically significant explanation for inconsistency levels for men, but not for women. Our results suggest that researchers should conduct a comprehensive pre-test when aiming at using abstract risk-elicitation methods among low-numeracy subjects in the field.
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Suggested Citation

  • Bruns, Selina & Hermann, Daniel & Musshoff, Oliver, 2022. "Investigating inconsistencies in complex lotteries: The role of cognitive skills of low-numeracy subjects," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321195, Agricultural Economics Society - AES.
  • Handle: RePEc:ags:aesc22:321195
    DOI: 10.22004/ag.econ.321195
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    1. Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
    2. Pan He & Marcella Veronesi & Stefanie Engel, 2018. "Consistency of Risk Preference Measures: An Artefactual Field Experiment from Rural China," Journal of Development Studies, Taylor & Francis Journals, vol. 54(11), pages 1955-1973, November.
    3. Antonio Filippin, 2022. "Gender differences in risk attitudes," IZA World of Labor, Institute of Labor Economics (IZA), pages 100-100, October.
    4. Verschoor, Arjan & D’Exelle, Ben & Perez-Viana, Borja, 2016. "Lab and life: Does risky choice behaviour observed in experiments reflect that in the real world?," Journal of Economic Behavior & Organization, Elsevier, vol. 128(C), pages 134-148.
    5. Galarza, Francisco, 2009. "Choices under Risk in Rural Peru," MPRA Paper 17708, University Library of Munich, Germany.
    6. 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.
    7. Ritzema, R.S. & Douxchamps, S. & Fraval, S. & Bolliger, A. & Hok, L. & Phengsavanh, P. & Long, C.T.M. & Hammond, J. & van Wijk, M.T., 2019. "Household-level drivers of dietary diversity in transitioning agricultural systems: Evidence from the Greater Mekong Subregion," Agricultural Systems, Elsevier, vol. 176(C).
    8. Brañas-Garza, Pablo & Estepa-Mohedano, Lorenzo & Jorrat, Diego & Orozco, Victor & Rascón-Ramírez, Ericka, 2021. "To pay or not to pay: Measuring risk preferences in lab and field," Judgment and Decision Making, Cambridge University Press, vol. 16(5), pages 1290-1313, September.
    9. Estepa-Mohedano, Lorenzo & Espinosa, Maria Paz, 2021. "Comparing risk elicitation in lotteries with visual or contextual framing aids," MPRA Paper 108440, University Library of Munich, Germany.
    10. Amador-Hidalgo, Luis & Brañas-Garza, Pablo & Espín, Antonio M. & García-Muñoz, Teresa & Hernández-Román, Ana, 2021. "Cognitive abilities and risk-taking: Errors, not preferences," European Economic Review, Elsevier, vol. 134(C).
    11. Brañas-Garza, Pablo & Guillen, Pablo & del Paso, Rafael López, 2008. "Math skills and risk attitudes," Economics Letters, Elsevier, vol. 99(2), pages 332-336, May.
    12. Emma Boswell Dean & Frank Schilbach & Heather Schofield, 2017. "Poverty and Cognitive Function," NBER Chapters, in: The Economics of Poverty Traps, pages 57-118, National Bureau of Economic Research, Inc.
    13. 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.
    14. Lisa Anderson & Jennifer Mellor, 2009. "Are risk preferences stable? Comparing an experimental measure with a validated survey-based measure," Journal of Risk and Uncertainty, Springer, vol. 39(2), pages 137-160, October.
    15. repec:feb:artefa:0092 is not listed on IDEAS
    16. Paolo Crosetto & Antonio Filippin, 2013. "The “bomb” risk elicitation task," Journal of Risk and Uncertainty, Springer, vol. 47(1), pages 31-65, August.
    17. Charness, Gary & Viceisza, Angelino, 2016. "Three Risk-elicitation Methods in the Field - Evidence from Rural Senegal," Review of Behavioral Economics, now publishers, vol. 3(2), pages 145-171, July.
    18. Ihli, Hanna Julia & Gassner, Anja & Musshoff, Oliver, 2018. "Experimental insights on the investment behavior of small-scale coffee farmers in central Uganda under risk and uncertainty," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 75(C), pages 31-44.
    19. Gary Charness & Catherine Eckel & Uri Gneezy & Agne Kajackaite, 2018. "Complexity in risk elicitation may affect the conclusions: A demonstration using gender differences," Journal of Risk and Uncertainty, Springer, vol. 56(1), pages 1-17, February.
    20. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2016. "Risk Aversion Relates to Cognitive Ability: Preferences Or Noise?," Journal of the European Economic Association, European Economic Association, vol. 14(5), pages 1129-1154.
    21. Kerri Brick & Martine Visser & Justine Burns, 2012. "Risk Aversion: Experimental Evidence from South African Fishing Communities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 133-152.
    22. Elisabeth Vollmer & Daniel Hermann & Oliver Mußhoff, 2017. "Is the risk attitude measured with the Holt and Laury task reflected in farmers’ production risk?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(3), pages 399-424.
    23. Thea Nielsen & Alwin Keil & Manfred Zeller, 2013. "Assessing farmers’ risk preferences and their determinants in a marginal upland area of Vietnam: a comparison of multiple elicitation techniques," Agricultural Economics, International Association of Agricultural Economists, vol. 44(3), pages 255-273, May.
    24. Charness, Gary & Gneezy, Uri & Imas, Alex, 2013. "Experimental methods: Eliciting risk preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 43-51.
    25. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
    26. Charness, Gary & Viceisza, Angelino, 2011. "Comprehension and risk elicitation in the field: Evidence from rural Senegal," IFPRI discussion papers 1135, International Food Policy Research Institute (IFPRI).
    27. Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Management Science, INFORMS, vol. 62(11), pages 3138-3160, November.
    28. Sarah Jacobson & Ragan Petrie, 2009. "Learning from mistakes: What do inconsistent choices over risk tell us?," Journal of Risk and Uncertainty, Springer, vol. 38(2), pages 143-158, April.
    29. Jens Rommel & Daniel Hermann & Malte Müller & Oliver Mußhoff, 2019. "Contextual Framing and Monetary Incentives in Field Experiments on Risk Preferences: Evidence from German Farmers," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(2), pages 408-425, June.
    30. World Bank, 2018. "Poverty and Shared Prosperity 2018 [Rapport 2018 sur la pauvreté et la prospérité partagée]," World Bank Publications - Books, The World Bank Group, number 30418.
    31. repec:cup:judgdm:v:16:y:2021:i:5:p:1290-1313 is not listed on IDEAS
    32. Pablo Brañas-Garza & Aldo Rustichini, 2011. "Organizing Effects of Testosterone and Economic Behavior: Not Just Risk Taking," PLOS ONE, Public Library of Science, vol. 6(12), pages 1-8, December.
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