Consumers’ responses to food fraud risks: an economic experiment
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- Teisl, Mario F. & Roe, Brian E., 2010. "Consumer willingness-to-pay to reduce the probability of retail foodborne pathogen contamination," Food Policy, Elsevier, vol. 35(6), pages 521-530, December.
- Yu-Ping Wei & Shih-Han Huang, 2017. "Food traceability system as elevating good corporate social responsibility for fast-food restaurants," Cogent Business & Management, Taylor & Francis Journals, vol. 4(1), pages 1290891-129, January.
- Sujoy Chakravarty & Jaideep Roy, 2009. "Recursive expected utility and the separation of attitudes towards risk and ambiguity: an experimental study," Theory and Decision, Springer, vol. 66(3), pages 199-228, March.
- Liu, Ruifeng & Gao, Zhifeng & Nayga, Rodolfo M. & Snell, Heather Arielle & Ma, Hengyun, 2019. "Consumers’ valuation for food traceability in China: Does trust matter?," Food Policy, Elsevier, vol. 88(C).
- Michael J. Weir & Thomas W. Sproul, 2019. "Identifying Drivers of Genetically Modified Seafood Demand: Evidence from a Choice Experiment," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
- Jayson L. Lusk & Keith H. Coble, 2005. "Risk Perceptions, Risk Preference, and Acceptance of Risky Food," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 393-405.
- 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.
- Theo Offerman & Joep Sonnemans & Gijs Van De Kuilen & Peter P. Wakker, 2009. "A Truth Serum for Non-Bayesians: Correcting Proper Scoring Rules for Risk Attitudes ," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1461-1489.
- James Murphy & P. Allen & Thomas Stevens & Darryl Weatherhead, 2005.
"A Meta-analysis of Hypothetical Bias in Stated Preference Valuation,"
Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(3), pages 313-325, March.
- Murphy, James J. & Allen, P. Geoffrey & Stevens, Thomas H. & Weatherhead, Darryl, 2003. "A Meta-Analysis Of Hypothetical Bias In Stated Preference Valuation," Working Paper Series 14518, University of Massachusetts, Amherst, Department of Resource Economics.
- Dickinson, David L. & Bailey, DeeVon, 2002.
"Meat Traceability: Are U.S. Consumers Willing To Pay For It?,"
Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 27(2), pages 1-17, December.
- David Dickinson & DeeVon Bailey, 2001. "Meat traceability: are U.S. consumers willing to pay for it?," Working Papers 2001-14, Utah State University, Department of Economics.
- Dickinson, David L. & Bailey, DeeVon, 2002. "Meat Traceability: Are U. S. Consumers Willing To Pay For It?," 2002 Annual meeting, July 28-31, Long Beach, CA 19670, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- David Dickinson & DeeVon Bailey, 2002. "Meat Traceability: Are U.S. Consumers Willing To Pay For It?," Working Papers 2002-07, Utah State University, Department of Economics.
- Linhai Wu & Lingling Xu & Dian Zhu & Xiaoli Wang, 2012. "Factors Affecting Consumer Willingness to Pay for Certified Traceable Food in Jiangsu Province of China," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 60(3), pages 317-333, September.
- Jerrod M Penn & Wuyang Hu, 2018. "Understanding Hypothetical Bias: An Enhanced Meta-Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(4), pages 1186-1206.
- Christian Garavaglia & Paolo Mariani, 2017. "How Much Do Consumers Value Protected Designation of Origin Certifications? Estimates of willingness to Pay for PDO Dry‐Cured Ham in Italy," Agribusiness, John Wiley & Sons, Ltd., vol. 33(3), pages 403-423, June.
- Bo Hou & Linhai Wu & Xiujuan Chen & Dian Zhu & Ruiyao Ying & Fu-Sheng Tsai, 2019. "Consumers’ Willingness to Pay for Foods with Traceability Information: Ex-Ante Quality Assurance or Ex-Post Traceability?," Sustainability, MDPI, vol. 11(5), pages 1-14, March.
- Faical Akaichi & Rodolfo M. Nayga & Lawton Lanier Nalley, 2017. "Are there trade-offs in valuation with respect to greenhouse gas emissions, origin and food miles attributes?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(1), pages 3-31.
- Petrolia, Daniel R., 2016.
"Risk preferences, risk perceptions, and risky food,"
Food Policy, Elsevier, vol. 64(C), pages 37-48.
- Petrolia, Daniel, 2015. "Risk Preferences, Risk Perceptions, and Risky Food," Working Papers 212481, Mississippi State University, Department of Agricultural Economics.
- Ivo A. van der Lans & Koert van Ittersum & Antonella De Cicco, 2001. "The role of the region of origin and EU certificates of origin in consumer evaluation of food products," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 28(4), pages 451-478, December.
- W. Viscusi & Richard Zeckhauser, 2006.
"National survey evidence on disasters and relief: Risk beliefs, self-interest, and compassion,"
Journal of Risk and Uncertainty, Springer, vol. 33(1), pages 13-36, September.
- W. Kip Viscusi & Richard J. Zeckhauser, 2006. "National Survey Evidence on Disasters and Relief: Risk Beliefs, Self-Interest, and Compassion," NBER Working Papers 12582, National Bureau of Economic Research, Inc.
- Jill E. Hobbs & DeeVon Bailey & David L. Dickinson & Morteza Haghiri, 2005. "Traceability in the Canadian Red Meat Sector: Do Consumers Care?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(1), pages 47-65, March.
- 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.
- Jones, Eluned & Poghosyan, Arsen & Gonzalez-Diaz, Francisco & Bolotova, Yuliya, 2004. "Traceability and Assurance Protocols in the Global Food System," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 7(3), pages 1-9.
- Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
- Malone, Trey & Lusk, Jayson L., 2017. "Taste Trumps Health And Safety: Incorporating Consumer Perceptions Into A Discrete Choice Experiment For Meat," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 49(1), pages 139-157, February.
- Michael Maloni & Michael Brown, 2006. "Corporate Social Responsibility in the Supply Chain: An Application in the Food Industry," Journal of Business Ethics, Springer, vol. 68(1), pages 35-52, September.
- Thunström, Linda & Nordström, Jonas, 2015. "Determinants of food demand and the experienced taste effect of healthy labels – An experiment on potato chips and bread," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 56(C), pages 13-20.
- Loureiro, Maria L. & Umberger, Wendy J., 2007. "A choice experiment model for beef: What US consumer responses tell us about relative preferences for food safety, country-of-origin labeling and traceability," Food Policy, Elsevier, vol. 32(4), pages 496-514, August.
- Ward, Ruby A. & Bailey, DeeVon & Jensen, Robert T., 2005.
"An American BSE Crisis: Has it affected the Value of Traceability and Country-of-Origin Certifications for US and Canadian Beef?,"
International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 8(2), pages 1-23.
- Ward, Ruby A. & Bailey, DeeVon & Jensen, Robert, 2005. "An American BSE Crisis: Has it Affected the Value of Traceability and Country-of-Origin Certifications for US and Canadian Beef?," 2005 Annual Meeting, February 5-9, 2005, Little Rock, Arkansas 35515, Southern Agricultural Economics Association.
- Jayson L. Lusk & Ted C. Schroeder & Glynn T. Tonsor, 2014. "Editor's choice Distinguishing beliefs from preferences in food choice," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 41(4), pages 627-655.
- Junfei Bai & Caiping Zhang & Jing Jiang, 2013. "The role of certificate issuer on consumers’ willingness-to-pay for milk traceability in China," Agricultural Economics, International Association of Agricultural Economists, vol. 44(4-5), pages 537-544, July.
- Dickinson, David L. & Bailey, DeeVon, 2005.
"Experimental Evidence on Willingness to Pay for Red Meat Traceability in the United States, Canada, the United Kingdom, and Japan,"
Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(3), pages 1-12, December.
- Dickinson, David L. & Von Bailey, Dee, 2005. "Experimental Evidence on Willingness to Pay for Red Meat Traceability in the United States, Canada, the United Kingdom, and Japan," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 37(3), pages 537-548, December.
- Wu, Linhai & Wang, Shuxian & Zhu, Dian & Hu, Wuyang & Wang, Hongsha, 2015. "Chinese consumers’ preferences and willingness to pay for traceable food quality and safety attributes: The case of pork," China Economic Review, Elsevier, vol. 35(C), pages 121-136.
- Maria Luz Loureiro & Jill J. McCluskey, 2000. "Assessing consumer response to protected geographical identification labeling," Agribusiness, John Wiley & Sons, Ltd., vol. 16(3), pages 309-320.
- 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.
- Schroeder Ted C. & Tonsor Glynn T. & Pennings Joost M.E. & Mintert James, 2007. "Consumer Food Safety Risk Perceptions and Attitudes: Impacts on Beef Consumption across Countries," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-29, December.
- Ty Feldkamp & Ted C. Schroeder, 2004.
"Experimental Auction Procedure: Impact on Valuation of Quality Differentiated Goods,"
American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 389-405.
- Ty Feldkamp & Jayson Lusk & Ted Schroeder, 2004. "Experimental auction procedure: Impact on valuation of quality differentiated goods," Artefactual Field Experiments 00097, The Field Experiments Website.
- Xiang Wu & Bin Hu & Jie Xiong, 2020. "Understanding Heterogeneous Consumer Preferences in Chinese Milk Markets: A Latent Class Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(1), pages 184-198, February.
- Sang Hyeon Lee & Doo Bong Han & Vincenzina Caputo & Rodolfo M. Nayga Jr., 2015. "Consumers’ Valuation for a Reduced Salt Product: A Nonhypothetical Choice Experiment," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 63(4), pages 563-582, December.
- Lusk Jayson L & Schroeder Ted C., 2006. "Auction Bids and Shopping Choices," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 6(1), pages 1-39, August.
- Xiang Wu & Bin Hu & Jie Xiong, 2020. "Understanding Heterogeneous Consumer Preferences in Chinese Milk Markets: A Latent Class Approach," Post-Print hal-02489646, HAL.
- Linhai Wu & Hongsha Wang & Dian Zhu & Wuyang Hu & Shuxian Wang, 2016. "Chinese consumers’ willingness to pay for pork traceability information—the case of Wuxi," Agricultural Economics, International Association of Agricultural Economists, vol. 47(1), pages 71-79, January.
- John List & Craig Gallet, 2001. "What Experimental Protocol Influence Disparities Between Actual and Hypothetical Stated Values?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 20(3), pages 241-254, November.
- William Vickrey, 1961. "Counterspeculation, Auctions, And Competitive Sealed Tenders," Journal of Finance, American Finance Association, vol. 16(1), pages 8-37, March.
- Marette, Stéphan & Roe, Brian E. & Teisl, Mario, 2012. "The welfare impact of food pathogen vaccines," Food Policy, Elsevier, vol. 37(1), pages 86-93.
- Simone Cerroni, 2020. "Eliciting farmers’ subjective probabilities, risk, and uncertainty preferences using contextualized field experiments," Agricultural Economics, International Association of Agricultural Economists, vol. 51(5), pages 707-724, September.
- D. Johnstone, 2007. "The Value of a Probability Forecast from Portfolio Theory," Theory and Decision, Springer, vol. 63(2), pages 153-203, September.
- Karni, Edi & Safra, Zvi, 1987. ""Preference Reversal' and the Observability of Preferences by Experimental Methods," Econometrica, Econometric Society, vol. 55(3), pages 675-685, May.
- 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.
- Simone Cerroni & Verity Watson & Dimitrios Kalentakis & Jennie I Macdiarmid, 2019. "Value-elicitation and value-formation properties of discrete choice experiment and experimental auctions," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(1), pages 3-27.
- Prescott, Craig & Pilato, Manuela & Bellia, Claudio, 2020. "Geographical indications in the UK after Brexit: An uncertain future?," Food Policy, Elsevier, vol. 90(C).
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Cited by:
- Zhu, Zhanguo & Zhang, Tong & Hu, Wuyang, 2023. "The accumulation and substitution effects of multi-nation certified organic and protected eco-origin food labels in China," Ecological Economics, Elsevier, vol. 203(C).
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Keywords
authenticity; food fraud; risk and ambiguity preferences; willingness to pay; experimental auctions;All these keywords.
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