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Experimental quantity, mental budgeting and food choice: a discrete choice experiment application

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  • Wen Lin
  • David L Ortega
  • Vincenzina Caputo

Abstract

Food discrete choice experiments typically define product alternatives with a researcher-predetermined and sometimes arbitrary quantity. Results reveal that the use of a researcher-prespecified experimental quantity leads to biased welfare estimates. Differences in marginal utility of money are found with a resulting upward bias in willingness to pay estimates when small pre-defined product quantities are used. Higher-income consumers show more evident bias. This evidence cautions the use of a researcher-predetermined quantity to design alternatives in choice tasks and also proposes an alternative experimental design that accounts for these effects by matching the quantity in experiments to consumer’s actual purchase quantity.

Suggested Citation

  • Wen Lin & David L Ortega & Vincenzina Caputo, 2023. "Experimental quantity, mental budgeting and food choice: a discrete choice experiment application," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(2), pages 457-496.
    • Handle: RePEc:oup:erevae:v:50:y:2023:i:2:p:457-496.
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    1. Domínguez-Torreiro, Marcos & Soliño, Mario, 2011. "Provided and perceived status quo in choice experiments: Implications for valuing the outputs of multifunctional rural areas," Ecological Economics, Elsevier, vol. 70(12), pages 2523-2531.
    2. Matthews, Yvonne & Scarpa, Riccardo & Marsh, Dan, 2017. "Using virtual environments to improve the realism of choice experiments: A case study about coastal erosion management," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 193-208.
    3. Adamowicz, Wiktor & Swait, Joffre & Boxall, Peter & Louviere, Jordan & Williams, Michael, 1997. "Perceptions versus Objective Measures of Environmental Quality in Combined Revealed and Stated Preference Models of Environmental Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 65-84, January.
    4. Hess, Stephane & Train, Kenneth, 2017. "Correlation and scale in mixed logit models," Journal of choice modelling, Elsevier, vol. 23(C), pages 1-8.
    5. Beatty, Timothy K.M. & Blow, Laura & Crossley, Thomas F. & O'Dea, Cormac, 2014. "Cash by any other name? Evidence on labeling from the UK Winter Fuel Payment," Journal of Public Economics, Elsevier, vol. 118(C), pages 86-96.
    6. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    7. Emmanuel Farhi & Xavier Gabaix, 2020. "Optimal Taxation with Behavioral Agents," American Economic Review, American Economic Association, vol. 110(1), pages 298-336, January.
    8. Jayson L. Lusk & Ted C. Schroeder, 2004. "Are Choice Experiments Incentive Compatible? A Test with Quality Differentiated Beef Steaks," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 467-482.
    9. Jayson L. Lusk & Jutta Roosen & John A. Fox, 2003. "Demand for Beef from Cattle Administered Growth Hormones or Fed Genetically Modified Corn: A Comparison of Consumers in France, Germany, the United Kingdom, and the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(1), pages 16-29.
    10. Thaler, Richard H & Shefrin, H M, 1981. "An Economic Theory of Self-Control," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 392-406, April.
    11. Heath, Chip & Soll, Jack B, 1996. "Mental Budgeting and Consumer Decisions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 23(1), pages 40-52, June.
    12. Kar H. Lim & Wuyang Hu & Leigh J. Maynard & Ellen Goddard, 2013. "U.S. Consumers’ Preference and Willingness to Pay for Country-of-Origin-Labeled Beef Steak and Food Safety Enhancements," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 61(1), pages 93-118, March.
    13. Johannes Abeler & Felix Marklein, 2017. "Fungibility, Labels, and Consumption," Journal of the European Economic Association, European Economic Association, vol. 15(1), pages 99-127.
    14. John A. List & David Lucking-Reiley, 2002. "Bidding Behavior and Decision Costs in Field Experiments," Economic Inquiry, Western Economic Association International, vol. 40(4), pages 611-619, October.
    15. Ortega, David L. & Wang, H. Holly & Wu, Laping & Olynk, Nicole J., 2011. "Modeling heterogeneity in consumer preferences for select food safety attributes in China," Food Policy, Elsevier, vol. 36(2), pages 318-324, April.
    16. Jayson L. Lusk & John A. Fox & Ted C. Schroeder & James Mintert & Mohammad Koohmaraie, 2001. "In-Store Valuation of Steak Tenderness," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 539-550.
    17. Gregory L. Poe & Kelly L. Giraud & John B. Loomis, 2005. "Computational Methods for Measuring the Difference of Empirical Distributions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 353-365.
    18. Richard T. Carson & Robert Cameron Mitchell, 1993. "The Issue of Scope in Contingent Valuation Studies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(5), pages 1263-1267.
    19. 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.
    20. Lusk, Jayson L., 2019. "Income and (Ir) rational food choice," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 630-645.
    21. Chanjin Chung & Tracy Boyer & Sungill Han, 2009. "Valuing Quality Attributes and Country of Origin in the Korean Beef Market," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(3), pages 682-698, September.
    22. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
    23. Milkman, Katherine L. & Beshears, John, 2009. "Mental accounting and small windfalls: Evidence from an online grocer," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 384-394, August.
    24. Justine Hastings & Jesse M. Shapiro, 2018. "How Are SNAP Benefits Spent? Evidence from a Retail Panel," American Economic Review, American Economic Association, vol. 108(12), pages 3493-3540, December.
    25. Karen E. Lewis & Carola Grebitus & Gregory Colson & Wuyang Hu, 2017. "German and British Consumer Willingness to Pay for Beef Labeled with Food Safety Attributes," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(2), pages 451-470, June.
    26. David Hensher & Nina Shore & Kenneth Train, 2005. "Households’ Willingness to Pay for Water Service Attributes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(4), pages 509-531, December.
    27. Balcombe, Kelvin & Bradley, Dylan & Fraser, Iain & Hussein, Mohamud, 2016. "Consumer preferences regarding country of origin for multiple meat products," Food Policy, Elsevier, vol. 64(C), pages 49-62.
    28. Daniel Burghart & Trudy Cameron & Geoffrey Gerdes, 2007. "Valuing publicly sponsored research projects: Risks, scenario adjustments, and inattention," Journal of Risk and Uncertainty, Springer, vol. 35(1), pages 77-105, August.
    29. Elliott J. Dennis & Glynn T. Tonsor & Jayson L. Lusk, 2021. "Choosing quantities impacts individuals choice, rationality, and willingness to pay estimates," Agricultural Economics, International Association of Agricultural Economists, vol. 52(6), pages 945-962, November.
    30. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    31. Stephane Hess & John Rose, 2009. "Should Reference Alternatives in Pivot Design SC Surveys be Treated Differently?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 297-317, March.
    32. Bliemer, Michiel C.J. & Rose, John M., 2013. "Confidence intervals of willingness-to-pay for random coefficient logit models," Transportation Research Part B: Methodological, Elsevier, vol. 58(C), pages 199-214.
    33. Anders Karlstrom, 2003. "A Simple Method of Incorporating Income Effects into Logit and Nested-Logit Models: Theory and Application," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(1), pages 248-253.
    34. Frank Yiannas, 2018. "A New Era of Food Transparency Powered by Blockchain," Innovations: Technology, Governance, Globalization, MIT Press, vol. 12(1-2), pages 46-56, Summer-Fa.
    35. Riccardo Scarpa & Mara Thiene & Kenneth Train, 2008. "Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 994-1010.
    36. repec:ken:wpaper:0901 is not listed on IDEAS
    37. Kahneman, Daniel & Knetsch, Jack L., 1992. "Valuing public goods: The purchase of moral satisfaction," Journal of Environmental Economics and Management, Elsevier, vol. 22(1), pages 57-70, January.
    38. Caputo, Vincenzina, 2020. "Does information on food safety affect consumers’ acceptance of new food technologies? The case of irradiated beef in South Korea under a new labelling system and across different information regimes," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(04), January.
    39. Dan Marsh & Lena Mkwara & Riccardo Scarpa, 2011. "Do Respondents’ Perceptions of the Status Quo Matter in Non-Market Valuation with Choice Experiments? An Application to New Zealand Freshwater Streams," Sustainability, MDPI, vol. 3(9), pages 1-23, September.
    40. Caputo, Vincenzina & Lusk, Jayson L., 2022. "The Basket-Based Choice Experiment: A Method for Food Demand Policy Analysis," Food Policy, Elsevier, vol. 109(C).
    41. Van Loo, Ellen J. & Caputo, Vincenzina & Nayga, Rodolfo M. & Verbeke, Wim, 2014. "Consumers’ valuation of sustainability labels on meat," Food Policy, Elsevier, vol. 49(P1), pages 137-150.
    42. Levan Elbakidze & Rodolfo M. Nayga Jr. & Hao Li, 2013. "Willingness to Pay for Multiple Quantities of Animal Welfare Dairy Products: Results from Random Nth-, Second-Price, and Incremental Second-Price Auctions," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 61(3), pages 417-438, September.
    43. Andrea La Nauze, 2019. "Power from the People: Rooftop Solar and a Downward-Sloping Supply of Electricity," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(6), pages 1135-1168.
    44. Nunes, Paulo A. L. D. & Schokkaert, Erik, 2003. "Identifying the warm glow effect in contingent valuation," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 231-245, March.
    45. Bhat, Chandra R. & Castro, Marisol & Pinjari, Abdul Rawoof, 2015. "Allowing for complementarity and rich substitution patterns in multiple discrete–continuous models," Transportation Research Part B: Methodological, Elsevier, vol. 81(P1), pages 59-77.
    46. Vincenzina Caputo & Riccardo Scarpa, 2022. "Methodological Advances in Food Choice Experiments and Modeling: Current Practices, Challenges, and Future Research Directions," Annual Review of Resource Economics, Annual Reviews, vol. 14(1), pages 63-90, October.
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