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How many bad apples are in a bunch? An experimental investigation of perceived pesticide residue risks

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  • Cerroni, Simone
  • Notaro, Sandra
  • Shaw, W. Douglass

Abstract

Subjective risks of having contaminated apples elicited via the Exchangeability Method (EM) are examined in this study. In particular, as the experimental design allows us to investigate the validity of elicited risk measures, we examine the magnitude of differences between valid and invalid observations. In addition, using an econometric model, we also explore the effect of consumers’ socioeconomic status and attitudes toward food safety on subjects’ perceptions of pesticide residues in apples. Results suggest first, that consumers do not expect an increase in the number of apples containing only one pesticide residue, but, rather, in the number of those apples with traces of multiple residues. Second, we find that valid subjective risk measures do not significantly diverge from invalid ones, indicative of little effect of internal validity on the actual magnitude of subjective risks. Finally, we show that subjective risks depend on age, education, a subject’s ties to the apple industry, and consumer association membership.

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  • Cerroni, Simone & Notaro, Sandra & Shaw, W. Douglass, 2013. "How many bad apples are in a bunch? An experimental investigation of perceived pesticide residue risks," Food Policy, Elsevier, vol. 41(C), pages 112-123.
    • Handle: RePEc:eee:jfpoli:v:41:y:2013:i:c:p:112-123
    DOI: 10.1016/j.foodpol.2013.04.012
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    as
    1. Kivi, Paul A. & Shogren, Jason F., 2010. "Second-Order Ambiguity in Very Low Probability Risks: Food Safety Valuation," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(3), pages 1-14, December.
    2. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    3. Mohammed Abdellaoui & Aurelien Baillon & Laetitia Placido & Peter P. Wakker, 2011. "The Rich Domain of Uncertainty: Source Functions and Their Experimental Implementation," American Economic Review, American Economic Association, vol. 101(2), pages 695-723, April.
    4. Corso, Phaedra S & Hammitt, James K & Graham, John D, 2001. "Valuing Mortality-Risk Reduction: Using Visual Aids to Improve the Validity of Contingent Valuation," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 165-184, September.
    5. Hammitt, James K & Graham, John D, 1999. "Willingness to Pay for Health Protection: Inadequate Sensitivity to Probability?," Journal of Risk and Uncertainty, Springer, vol. 18(1), pages 33-62, April.
    6. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    7. Lin, Chung-Tung Jordan, 1995. "Demographic and Socioeconomic Influences on the Importance of Food Safety in Food Shopping," Agricultural and Resource Economics Review, Cambridge University Press, vol. 24(2), pages 190-198, October.
    8. Buzby, Jean C. & Fox, John A. & Ready, Richard C. & Crutchfleld, Stephen R., 1998. "Measuring Consumer Benefits of Food Safety Risk Reductions," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 30(1), pages 69-82, July.
    9. Boccaletti, Stefano & Nardella, Michele, 2000. "Consumer Willingness To Pay For Pesticide-Free Fresh Fruit And Vegetables In Italy," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 3(3), pages 1-14.
    10. W. Kip Viscusi & Jahn Hakes, 2003. "Risk ratings that do not measure probabilities," Journal of Risk Research, Taylor & Francis Journals, vol. 6(1), pages 23-43, January.
    11. Aurélien Baillon, 2008. "Eliciting Subjective Probabilities Through Exchangeable Events: An Advantage and a Limitation," Decision Analysis, INFORMS, vol. 5(2), pages 76-87, June.
    12. Viscusi, W Kip, 1990. "Do Smokers Underestimate Risks?," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1253-1269, December.
    13. W. Douglass Shaw & Paul M. Jakus & Mary Riddel, 2012. "Perceived Arsenic-Related Mortality Risks For Smokers And Non-Smokers," Contemporary Economic Policy, Western Economic Association International, vol. 30(3), pages 417-429, July.
    14. Misra, Sukant K. & Huang, Chung L. & Ott, Stephen L., 1991. "Consumer Willingness To Pay For Pesticide-Free Fresh Produce," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 16(2), pages 1-10, December.
    15. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    16. Tsu‐Tan Fu & Jin‐Tan Liu & James K. Hammitt, 1999. "Consumer Willingness to Pay for Low‐Pesticide Fresh Produce in Taiwan," Journal of Agricultural Economics, Wiley Blackwell, vol. 50(2), pages 220-233, May.
    17. Young Sook Eom, 1994. "Pesticide Residue Risk and Food Safety Valuation: A Random Utility Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 760-771.
    18. Jakus, Paul M. & Shaw, W. Douglass & Nguyen, To N. & Walker, Mark, 2009. "Risk Perceptions of Arsenic in Tap Water and Consumption of Bottled Water," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49221, Agricultural and Applied Economics Association.
    19. Kuhn, Kristine M. & Budescu, David V., 1996. "The Relative Importance of Probabilities, Outcomes, and Vagueness in Hazard Risk Decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 68(3), pages 301-317, December.
    20. Cerroni, Simone & Notaro, Sandra & Shaw, W. Douglass, 2012. "Eliciting and estimating valid subjective probabilities: An experimental investigation of the exchangeability method," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 201-215.
    21. Ravenswaay, Eileen O. van & Hoehn, John P., 1991. "Consumer Willingness to Pay for Reducing Pesticide Residues in Food: Results of a Nationwide Survey," Staff Paper Series 201044, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    22. Roosen, Jutta & Fox, John A. & Hennessy, David A. & Schreiber, Alan, 1998. "Consumers' Valuation Of Insecticide Use Restrictions: An Application To Apples," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 23(2), pages 1-18, December.
    23. Lin, Chung-Tung Jordan, 1995. "Demographic And Socioeconomic Influences On The Importance Of Food Safety In Food Shopping," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 24(2), pages 1-9, October.
    24. Fiore, Stephen M. & Harrison, Glenn W. & Hughes, Charles E. & Rutstrm, E. Elisabet, 2009. "Virtual experiments and environmental policy," Journal of Environmental Economics and Management, Elsevier, vol. 57(1), pages 65-86, January.
    25. Cerroni, Simone & Shaw, W. Douglass, 2012. "Does climate change information affect stated risks of pine beetle impacts on forests? An application of the exchangeability method," Forest Policy and Economics, Elsevier, vol. 22(C), pages 72-84.
    26. Carl S. Spetzler & Carl-Axel S. Staël Von Holstein, 1975. "Exceptional Paper--Probability Encoding in Decision Analysis," Management Science, INFORMS, vol. 22(3), pages 340-358, November.
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