IDEAS home Printed from https://ideas.repec.org/a/bla/agecon/v53y2022i3p407-421.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/agec.12701
    Download Restriction: no

    File URL: https://libkey.io/10.1111/agec.12701?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    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. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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, October.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Louviere, Jordan J., 1991. "Experimental choice analysis: Introduction and overview," Journal of Business Research, Elsevier, vol. 23(4), pages 291-297, December.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. John F. Tomer, 2017. "Advanced Introduction to Behavioral Economics," Books, Edward Elgar Publishing, number 16653.
    43. 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.
    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.
    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. Robert Finger, 2024. "Europe's ambitious pesticide policy and its impact on agriculture and food systems," Agricultural Economics, International Association of Agricultural Economists, vol. 55(2), pages 265-269, March.
    2. Bansal, Prateek & Kim, Eui-Jin & Ozdemir, Semra, 2024. "Discrete choice experiments with eye-tracking: How far we have come and ways forward," Journal of choice modelling, Elsevier, vol. 51(C).
    3. Shijun Gao & Carola Grebitus & Karen L. DeLong, 2024. "Explaining consumer willingness to pay for country‐of‐origin labeling with ethnocentrism, country image, and product image: Examples from China's beef market," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 72(2), pages 149-166, June.
    4. Katsuhito Nohara, 2024. "Willingness to pay for pesticide-free vegetables in Hokkaido, Japan: the relationship between appearance and pesticide use," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
    5. Finger, Robert, 2024. "On the definition of pesticide-free crop production systems," Agricultural Systems, Elsevier, vol. 214(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. Carola Grebitus & Anne O. Peschel & Renée Shaw Hughner, 2018. "Voluntary food labeling: The additive effect of “free from” labels and region of origin," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 714-727, October.
    2. 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.
    3. Bansal, Prateek & Kim, Eui-Jin & Ozdemir, Semra, 2024. "Discrete choice experiments with eye-tracking: How far we have come and ways forward," Journal of choice modelling, Elsevier, vol. 51(C).
    4. Caputo, Vincenzina & Scarpa, Riccardo & Nayga, Rodolfo M. & Ortega, David L., 2018. "Are preferences for food quality attributes really normally distributed? An analysis using flexible mixing distributions," Journal of choice modelling, Elsevier, vol. 28(C), pages 10-27.
    5. Kemper, Nathan & Nayga, Rodolfo M. Jr. & Popp, Jennie & Bazzani, Claudia, 2016. "The Effects of Honesty Oath and Consequentiality in Choice Experiments," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235381, Agricultural and Applied Economics Association.
    6. David Throsby & Anita Zednik & Jorge E. Araña, 2021. "Public preferences for heritage conservation strategies: a choice modelling approach," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 45(3), pages 333-358, September.
    7. 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.
    8. DeLong, Karen L. & Syrengelas, Konstantinos G. & Grebitus, Carola & Nayga, Rodolfo M., 2021. "Visual versus Text Attribute Representation in Choice Experiments," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
    9. Scarpa, Riccardo & Rose, John M., 2008. "Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), pages 1-30.
    10. Ballco, Petjon & Gracia, Azucena, 2020. "Do market prices correspond with consumer demands? Combining market valuation and consumer utility for extra virgin olive oil quality attributes in a traditional producing country," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    11. Kassas, Bachir & Cao, Xiang & Gao, Zhifeng & House, Lisa A. & Guan, Zhengfei, 2023. "Consumer preferences for country of origin labeling: Bridging the gap between research estimates and real-world behavior," Journal of choice modelling, Elsevier, vol. 48(C).
    12. Grisolía, José M. & Longo, Alberto & Boeri, Marco & Hutchinson, George & Kee, Frank, 2013. "Trading off dietary choices, physical exercise and cardiovascular disease risks," Social Science & Medicine, Elsevier, vol. 93(C), pages 130-138.
    13. Katherine Fuller & Carola Grebitus, 2023. "Consumers' preferences and willingness to pay for coffee sustainability labels," Agribusiness, John Wiley & Sons, Ltd., vol. 39(4), pages 1007-1025, October.
    14. Aaron Staples & Bridget K. Behe & Patricia Huddleston & Trey Malone, 2022. "What you see is what you get, and what you don't goes unsold: Choice overload and purchasing heuristics in a horticulture lab experiment," Agribusiness, John Wiley & Sons, Ltd., vol. 38(3), pages 620-635, July.
    15. Ana I. Sanjuán‐López & Helena Resano‐Ezcaray, 2020. "Labels for a Local Food Speciality Product: The Case of Saffron," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(3), pages 778-797, September.
    16. Karen Lewis DeLong & Carola Grebitus, 2018. "Genetically modified labeling: The role of consumers’ trust and personality," Agribusiness, John Wiley & Sons, Ltd., vol. 34(2), pages 266-282, March.
    17. 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.
    18. Beharry-Borg, Nesha & Scarpa, Riccardo, 2010. "Valuing quality changes in Caribbean coastal waters for heterogeneous beach visitors," Ecological Economics, Elsevier, vol. 69(5), pages 1124-1139, March.
    19. 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.
    20. Wensing, Joana & Caputo, Vincenzina & Carraresi, Laura & Bröring, Stefanie, 2020. "The effects of green nudges on consumer valuation of bio-based plastic packaging," Ecological Economics, Elsevier, vol. 178(C).

    More about this item

    Statistics

    Access and download statistics

    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:bla:agecon:v:53:y:2022:i:3:p:407-421. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/iaaeeea.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.