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Relationship between cognitive and affective processes, and willingness to pay for pesticide‐free and GMO‐free labeling

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  • Carola Grebitus
  • Ellen J. Van Loo

Abstract

Research has suggested to not solely include cognitive processes but also affective processes in economic choice modeling. Studying Medjool dates, we conducted a laboratory experiment combining choice experiments and eye‐tracking to account for cognitive processes. In addition, participants indicated their level of worry related to production practices to account for affective processes. Our results show that consumers worry more about pesticide residues than genetic modification in foods. They also pay more attention to labels related to these production practices compared to other labels; and the production practice labels received the highest willingness to pay (WTP). Results from linear regressions show that both cognitive and affective processes are associated with WTP. Especially in the full model for WTP for pesticide‐free labeling an increase of attention by 1 s increases WTP on average by $0.10 and an increase of the level of worry from one category to the next increases WTP on average by $0.17. Overall, results show that including both cognitive and affective processes as explanatory variables is important when determining factors associated with WTP.

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  • Carola Grebitus & Ellen J. Van Loo, 2022. "Relationship between cognitive and affective processes, and willingness to pay for pesticide‐free and GMO‐free labeling," Agricultural Economics, International Association of Agricultural Economists, vol. 53(3), pages 407-421, May.
  • Handle: RePEc:bla:agecon:v:53:y:2022:i:3:p:407-421
    DOI: 10.1111/agec.12701
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    1. Grebitus Carola & Roosen Jutta & Seitz Carolin Claudia, 2015. "Visual Attention and Choice: A Behavioral Economics Perspective on Food Decisions," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 13(1), pages 73-81, January.
    2. Lohse, Gerald L. & Johnson, Eric J., 1996. "A Comparison of Two Process Tracing Methods for Choice Tasks," Organizational Behavior and Human Decision Processes, Elsevier, vol. 68(1), pages 28-43, October.
    3. Wongprawmas, Rungsaran & Canavari, Maurizio, 2017. "Consumers’ willingness-to-pay for food safety labels in an emerging market: The case of fresh produce in Thailand," Food Policy, Elsevier, vol. 69(C), pages 25-34.
    4. Ellen J Van Loo & Carola Grebitus & Rodolfo M Nayga & Wim Verbeke & Jutta Roosen, 2018. "On the Measurement of Consumer Preferences and Food Choice Behavior: The Relation Between Visual Attention and Choices," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 40(4), pages 538-562, December.
    5. Bernard, John C. & Bernard, Daria J., 2010. "Comparing Parts with the Whole: Willingness to Pay for Pesticide-Free, Non-GM, and Organic Potatoes and Sweet Corn," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(3), pages 1-19, December.
    6. Riccardo Scarpa & Danny Campbell & W. George Hutchinson, 2007. "Benefit Estimates for Landscape Improvements: Sequential Bayesian Design and Respondents’ Rationality in a Choice Experiment," Land Economics, University of Wisconsin Press, vol. 83(4), pages 617-634.
    7. Erik Magnusson & J. A. L. Cranfield, 2005. "Consumer Demand for Pesticide Free Food Products in Canada: A Probit Analysis," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(1), pages 67-81, March.
    8. Anand, Punam & Holbrook, Morris B & Stephens, Debra, 1988. "The Formation of Affective Judgments: The Cognitive-Affective Model versus the Independence Hypothesis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(3), pages 386-391, December.
    9. Stayman, Douglas M & Alden, Dana L & Smith, Karen H, 1992. "Some Effects of Schematic Processing on Consumer Expectations and Disconfirmation Judgments," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(2), pages 240-255, September.
    10. McCluskey, Jill J. & Loureiro, Maria L., 2005. "Reputation and Production Standards," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(1), pages 1-11, April.
    11. Shiv, Baba & Fedorikhin, Alexander, 1999. "Heart and Mind in Conflict: The Interplay of Affect and Cognition in Consumer Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 26(3), pages 278-292, December.
    12. Leonard Lee & On Amir & Dan Ariely, 2009. "In Search of Homo Economicus: Cognitive Noise and the Role of Emotion in Preference Consistency," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(2), pages 173-187.
    13. Joanna N. Lahey & Douglas Oxley, 2016. "The Power of Eye Tracking in Economics Experiments," American Economic Review, American Economic Association, vol. 106(5), pages 309-313, May.
    14. Meyers-Levy, Joan & Tybout, Alice M, 1989. "Schema Congruity as a Basis for Product Evaluation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(1), pages 39-54, June.
    15. Van Loo, Ellen J. & Caputo, Vincenzina & Nayga, Rodolfo M. & Seo, Han-Seok & Zhang, Baoyue & Verbeke, Wim, 2015. "Sustainability labels on coffee: Consumer preferences, willingness-to-pay and visual attention to attributes," Ecological Economics, Elsevier, vol. 118(C), pages 215-225.
    16. 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.
    17. Baker, Gregory A. & Burnham, Thomas A., 2001. "The Market For Genetically Modified Foods: Consumer Characteristics And Policy Implications," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 4(4), pages 1-10.
    18. Loewenstein, George & O'Donoghue, Ted, 2004. "Animal Spirits: Affective and Deliberative Processes in Economic Behavior," Working Papers 04-14, Cornell University, Center for Analytic Economics.
    19. Baker, Gregory A. & Burnham, Thomas A., 2001. "Consumer Response To Genetically Modified Foods: Market Segment Analysis And Implications For Producers And Policy Makers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 26(2), pages 1-17, December.
    20. Kaiser, Harry M., 2009. "Foreword: Special Issue on Promotion through Consumer Information on Food Product Credence Attributes," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 38(3), pages 1-3, December.
    21. John F. Tomer, 2017. "Advanced Introduction to Behavioral Economics," Books, Edward Elgar Publishing, number 16653.
    22. 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.
    23. Kaiser, Harry M., 2009. "Special Issue on Promotion through Consumer Information on Food Product Credence Attributes," Agricultural and Resource Economics Review, Cambridge University Press, vol. 38(03), pages 1-1, December.
    24. Dannenberg, Astrid, 2009. "The dispersion and development of consumer preferences for genetically modified food -- A meta-analysis," Ecological Economics, Elsevier, vol. 68(8-9), pages 2182-2192, June.
    25. Vincenzina Caputo & Riccardo Scarpa & Rodolfo M. Nayga, 2017. "Cue versus independent food attributes: the effect of adding attributes in choice experiments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(2), pages 211-230.
    26. Elijah Wolfe & Michael Popp & Claudia Bazzani & Rodolfo M. Nayga & Diana Danforth & Jennie Popp & Pengyin Chen & Han†Seok Seo, 2018. "Consumers’ willingness to pay for edamame with a genetically modified label," Agribusiness, John Wiley & Sons, Ltd., vol. 34(2), pages 283-299, March.
    27. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    28. Alicia Rihn & Hayk Khachatryan & Benjamin Campbell & Charles Hall & Bridget Behe, 2016. "Consumer preferences for organic production methods and origin promotions on ornamental plants: evidence from eye-tracking experiments," Agricultural Economics, International Association of Agricultural Economists, vol. 47(6), pages 599-608, November.
    29. Louviere, Jordan J., 1991. "Experimental choice analysis: Introduction and overview," Journal of Business Research, Elsevier, vol. 23(4), pages 291-297, December.
    30. 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.
    31. Scarpa, R. & Thiene, M. & Train, K., 2008. "Appendix to Utility in WTP space: a tool to address confounding random scale effects in destination choice to the Alps," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(4), pages 1-9, January.
    32. Segovia, Michelle S. & Palma, Marco A. & Nayga, Rodolfo M., 2020. "Can episodic future thinking affect food choices?," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 371-389.
    33. Vincenzina Caputo & Ellen J. Van Loo & Riccardo Scarpa & Rodolfo M. Nayga & Wim Verbeke, 2018. "Comparing Serial, and Choice Task Stated and Inferred Attribute Non†Attendance Methods in Food Choice Experiments," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 35-57, February.
    34. Caputo, Vincenzina & Nayga, Rodolfo M. Jr. & Scarpa, Riccardo, 2013. "Food miles or carbon emissions? Exploring labelling preference for food transport footprint with a stated choice study," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 57(4), pages 1-18.
    35. Balcombe, Kelvin & Fraser, Iain & Williams, Louis & McSorley, Eugene, 2017. "Examining the relationship between visual attention and stated preferences: A discrete choice experiment using eye-tracking," Journal of Economic Behavior & Organization, Elsevier, vol. 144(C), pages 238-257.
    36. Darby, Michael R & Karni, Edi, 1973. "Free Competition and the Optimal Amount of Fraud," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 67-88, April.
    37. Grebitus, Carola & Lusk, Jayson L. & Nayga, Rodolfo M., 2013. "Explaining differences in real and hypothetical experimental auctions and choice experiments with personality," Journal of Economic Psychology, Elsevier, vol. 36(C), pages 11-26.
    38. Garbarino, Ellen C & Edell, Julie A, 1997. "Cognitive Effort, Affect, and Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 147-158, September.
    39. 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.
    40. Behe, Bridget K. & Bae, Mikyeung & Huddleston, Patricia T. & Sage, Lynnell, 2015. "The effect of involvement on visual attention and product choice," Journal of Retailing and Consumer Services, Elsevier, vol. 24(C), pages 10-21.
    41. Karen E. Lewis & Carola Grebitus & Rodolfo M. Nayga Jr, 2016. "The Impact of Brand and Attention on Consumers’ Willingness to Pay: Evidence from an Eye Tracking Experiment," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(4), pages 753-777, December.
    42. Alicia L. Rihn & Chengyan Yue, 2016. "Visual Attention's Influence on Consumers’ Willingness‐to‐Pay for Processed Food Products," Agribusiness, John Wiley & Sons, Ltd., vol. 32(3), pages 314-328, July.
    43. Loureiro, Maria L. & Hine, Susan, 2004. "Preferences and willingness to pay for GM labeling policies," Food Policy, Elsevier, vol. 29(5), pages 467-483, October.
    44. Philip M. Fernbach & Nicholas Light & Sydney E. Scott & Yoel Inbar & Paul Rozin, 2019. "Extreme opponents of genetically modified foods know the least but think they know the most," Nature Human Behaviour, Nature, vol. 3(3), pages 251-256, March.
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