IDEAS home Printed from https://ideas.repec.org/a/oup/erevae/v49y2022i4p942-969..html
   My bibliography  Save this article

Consumers’ responses to food fraud risks: an economic experiment

Author

Listed:
  • Chloe S McCallum
  • Simone Cerroni
  • Daniel Derbyshire
  • W George Hutchinson
  • Rodolfo M Nayga

Abstract

This artefactual field experiment explores consumers’ willingness-to-pay (WTP) price premiums for fish products to avoid the risk and uncertainty of purchasing inauthentic produce. The influence of subjective probabilistic beliefs, risk and ambiguity preferences is investigated. Participants’ WTP is elicited using experimental auctions, while behavioural factors are elicited using incentivised and incentive-compatible methods: the quadratic scoring rule and multiple price lists. Results show that consumers are willing to pay a premium to avoid food fraud and purchase an authentic fish product. This premium is higher under uncertainty than risk, likely driven by ambiguity preferences which affect consumers’ purchasing under uncertainty.

Suggested Citation

  • Chloe S McCallum & Simone Cerroni & Daniel Derbyshire & W George Hutchinson & Rodolfo M Nayga, 2022. "Consumers’ responses to food fraud risks: an economic experiment," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(4), pages 942-969.
  • Handle: RePEc:oup:erevae:v:49:y:2022:i:4:p:942-969.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/erae/jbab029
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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).
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Petrolia, Daniel R., 2016. "Risk preferences, risk perceptions, and risky food," Food Policy, Elsevier, vol. 64(C), pages 37-48.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. Xiang Wu & Bin Hu & Jie Xiong, 2020. "Understanding Heterogeneous Consumer Preferences in Chinese Milk Markets: A Latent Class Approach," Post-Print hal-02489646, HAL.
    40. 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.
    41. 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.
    42. William Vickrey, 1961. "Counterspeculation, Auctions, And Competitive Sealed Tenders," Journal of Finance, American Finance Association, vol. 16(1), pages 8-37, March.
    43. Marette, Stéphan & Roe, Brian E. & Teisl, Mario, 2012. "The welfare impact of food pathogen vaccines," Food Policy, Elsevier, vol. 37(1), pages 86-93.
    44. 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.
    45. D. Johnstone, 2007. "The Value of a Probability Forecast from Portfolio Theory," Theory and Decision, Springer, vol. 63(2), pages 153-203, September.
    46. 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.
    47. 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.
    48. 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.
    49. Prescott, Craig & Pilato, Manuela & Bellia, Claudio, 2020. "Geographical indications in the UK after Brexit: An uncertain future?," Food Policy, Elsevier, vol. 90(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Longzhong Shi & Xuan Chen & Bo Chen, 2023. "Covid‐19‐tested food labels," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 71(2), pages 203-230, June.
    2. 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.
    3. 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.
    4. Wang, Shuxian & Wu, Linhai & Zhu, Dian & Wang, Hongsha & Xu, Lingling, 2014. "Chinese consumers’ preferences and willingness to pay for traceable food attributes: The case of pork," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 165639, Agricultural and Applied Economics Association.
    5. Petrolia, Daniel R., 2016. "Risk preferences, risk perceptions, and risky food," Food Policy, Elsevier, vol. 64(C), pages 37-48.
    6. Linhai Wu & Xiaoru Gong & Shasha Qin & Xiujuan Chen & Dian Zhu & Wuyang Hu & Qingguang Li, 2017. "Consumer preferences for pork attributes related to traceability, information certification, and origin labeling: Based on China's Jiangsu Province," Agribusiness, John Wiley & Sons, Ltd., vol. 33(3), pages 424-442, June.
    7. Shi, Longzhong & Chen, Xuan & Chen, Bo & Qiu, Jingran & Li, Li, 2021. "Assessing Consumers’ Willingness to Pay for Covid-19-tested Food Labels," 2021 ASAE 10th International Conference (Virtual), January 11-13, Beijing, China 329403, Asian Society of Agricultural Economists (ASAE).
    8. Ximing Chen & Jie Shang & Muhammad Zada & Shagufta Zada & Xueqiang Ji & Heesup Han & Antonio Ariza-Montes & Jesús Ramírez-Sobrino, 2021. "Health Is Wealth: Study on Consumer Preferences and the Willingness to Pay for Ecological Agricultural Product Traceability Technology: Evidence from Jiangxi Province China," IJERPH, MDPI, vol. 18(22), pages 1-13, November.
    9. Barlagne, Carla & Bazoche, Pascale & Thomas, Alban & Ozier-Lafontaine, Harry & Causeret, François & Blazy, Jean-Marc, 2015. "Promoting local foods in small island states: The role of information policies," Food Policy, Elsevier, vol. 57(C), pages 62-72.
    10. Alfnes, Frode & Rickertsen, Kyrre & Ueland, Oydis, 2005. "Experimental Evidence of Risk Aversion in Consumer Markets: The Case of Beef Tenderness," 2005 Annual meeting, July 24-27, Providence, RI 19285, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Shimokawa, Satoru & Kito, Yayoi & Kudo, Haruyo & Yamaguchi, Michitoshi & Niiyama, Yoko, 2021. "Distinguishing Attitude and Belief Expressions from Economic Preferences in Long-Lasting Aversion in Food Choice," 2021 Conference, August 17-31, 2021, Virtual 315249, International Association of Agricultural Economists.
    12. Zhang, Tong & Hu, Wuyang & Zhu, Zhanguo & Penn, Jerrod, 2023. "Consumer preference for food products addressing multiple dimensions of poverty: Evidence from China," Food Policy, Elsevier, vol. 115(C).
    13. Roe, Brian E. & Interis, Matthew G. & Howard, Gregory E., 2018. "Utilizing Subjective Beliefs in Stated Preference Models: Issues and Solutions," 2018 Annual Meeting, August 5-7, Washington, D.C. 274017, Agricultural and Applied Economics Association.
    14. Jiang, Qi & Penn, Jerrod & Hu, Wuyang, 2022. "Real payment priming to reduce potential hypothetical bias," Journal of choice modelling, Elsevier, vol. 45(C).
    15. Lin Bai & Zhanguo Zhu & Tong Zhang, 2021. "How to Improve Food Quality in the Domestic Market: The Role of “Same Line Same Standard Same Quality”—Evidence from a Consumer Choice Experiment in China," Sustainability, MDPI, vol. 13(10), pages 1-16, May.
    16. Gregory Howard & Brian E. Roe & Matthew G. Interis & Jay Martin, 2020. "Addressing Attribute Value Substitution in Discrete Choice Experiments to Avoid Unintended Consequences," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 77(4), pages 813-838, December.
    17. Zhai, Qianqian & Kassas, Bachir & Zhao, Shuoli & Chen, Lijun & Chen, Chao, 2020. "Investigating Preference Inconsistencies in Incentive Structures that Account for House Money Effects," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304584, Agricultural and Applied Economics Association.
    18. Higgins, Kieran & Hutchinson, W. George & Longo, Alberto, 2020. "Willingness-to-Pay for Eco-Labelled Forest Products in Northern Ireland: An Experimental Auction Approach," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 87(C).
    19. Chavez, Daniel E. & Palma, Marco A. & Nayga, Rodolfo M. & Mjelde, James W., 2020. "Product availability in discrete choice experiments with private goods," Journal of choice modelling, Elsevier, vol. 36(C).
    20. Irz, Xavier & Mazzocchi, Mario & Réquillart, Vincent & Soler, Louis-Georges, 2015. "Research in Food Economics: past trends and new challenges," Revue d'Etudes en Agriculture et Environnement, Editions NecPlus, vol. 96(01), pages 187-237, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:oup:erevae:v:49:y:2022:i:4:p:942-969.. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Oxford University Press (email available below). General contact details of provider: https://edirc.repec.org/data/eaaeeea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.