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Eliciting Non-hypothetical Willingness-to-pay for Novel Products: An Application to Cultured Meat

Author

Listed:
  • Romain Espinosa

    (CIRED - Centre International de Recherche sur l'Environnement et le Développement - Cirad - Centre de Coopération Internationale en Recherche Agronomique pour le Développement - EHESS - École des hautes études en sciences sociales - AgroParisTech - ENPC - École des Ponts ParisTech - Université Paris-Saclay - CNRS - Centre National de la Recherche Scientifique)

  • Nicolas Treich

    (TSE-R - Toulouse School of Economics - UT Capitole - Université Toulouse Capitole - UT - Université de Toulouse - EHESS - École des hautes études en sciences sociales - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

Abstract

Estimating the demand for greener products may be challenging when these products are not yet on the market. We design an experiment to elicit the willingness-to-pay (WTP) for a novel product in a non-hypothetical way, despite the fact that the product is not marketed and thus cannot be delivered to participants. We consider a cultured meat product which is presented to participants using the producer's advertising. The basic experimental device consists in eliciting (i) how much a participant is willing to pay for the product under uncertainty about product delivery, and (ii) her beliefs about the probability that the product will be actually delivered. In our sample of 158 French students, under 20% of participants never want to buy the product, and below 10% assign a probability of zero that the product will be delivered if purchased. The average WTP is fairly low, at about 3 Euros per 100 g. A number of factors increase (e.g., education and low meat consumption) or decrease (e.g., neophobia and disgust) this WTP. The simple exposure to the new meat substitute during this experiment reduces subjects' pro-meat justifications. We investigate the external validity of our results using a hypothetical survey on a representative sample (N = 1200). We also discuss methodological issues such as deception and incentive compatibility.

Suggested Citation

  • Romain Espinosa & Nicolas Treich, 2023. "Eliciting Non-hypothetical Willingness-to-pay for Novel Products: An Application to Cultured Meat," Post-Print hal-04167450, HAL.
  • Handle: RePEc:hal:journl:hal-04167450
    DOI: 10.1007/s10640-023-00780-8
    Note: View the original document on HAL open archive server: https://hal.science/hal-04167450
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    References listed on IDEAS

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    1. Lusk, Jayson L., 2019. "Viewpoint: The costs and benefits of deception in economic experiments," Food Policy, Elsevier, vol. 83(C), pages 2-4.
    2. Armantier, Olivier & Treich, Nicolas, 2013. "Eliciting beliefs: Proper scoring rules, incentives, stakes and hedging," European Economic Review, Elsevier, vol. 62(C), pages 17-40.
    3. Macdonald, Bobbie & Vivalt, Eva, 2017. "Effective strategies for overcoming the naturalistic heuristic: Experimental evidence on consumer acceptance of “clean” meat," OSF Preprints ndtr2, Center for Open Science.
    4. Jacquemet, Nicolas & Joule, Robert-Vincent & Luchini, Stéphane & Shogren, Jason F., 2013. "Preference elicitation under oath," Journal of Environmental Economics and Management, Elsevier, vol. 65(1), pages 110-132.
    5. Andreas Ortmann & Ralph Hertwig, 2002. "The Costs of Deception: Evidence from Psychology," Experimental Economics, Springer;Economic Science Association, vol. 5(2), pages 111-131, October.
    6. Laura O. Taylor & Ronald G. Cummings, 1999. "Unbiased Value Estimates for Environmental Goods: A Cheap Talk Design for the Contingent Valuation Method," American Economic Review, American Economic Association, vol. 89(3), pages 649-665, June.
    7. Laurent Muller & Anne Lacroix & Bernard Ruffieux, 2019. "Environmental Labelling and Consumption Changes: A Food Choice Experiment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(3), pages 871-897, July.
    8. Gregory Colson & Jay R. Corrigan & Carola Grebitus & Maria L. Loureiro & Matthew C. Rousu, 2016. "Which Deceptive Practices, If Any, Should Be Allowed in Experimental Economics Research? Results from Surveys of Applied Experimental Economists and Students," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(2), pages 610-621.
    9. John A. Fox & Jason F. Shogren & Dermot J. Hayes & James B. Kliebenstein, 1998. "CVM-X: Calibrating Contingent Values with Experimental Auction Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 455-465.
    10. Nicholas Bardsley, 2000. "Control Without Deception: Individual Behaviour in Free-Riding Experiments Revisited," Experimental Economics, Springer;Economic Science Association, vol. 3(3), pages 215-240, December.
    11. repec:hal:pseose:halshs-00731244 is not listed on IDEAS
    12. Asioli, Daniele & Bazzani, Claudia & Nayga, Rodolfo M., 2018. "Consumers’ Valuation for Lab Produced Meat: An Investigation of Naming Effects," 2018 Annual Meeting, August 5-7, Washington, D.C. 274066, Agricultural and Applied Economics Association.
    13. Nicolas Treich, 2021. "Cultured Meat: Promises and Challenges," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(1), pages 33-61, May.
    14. Romain Espinosa & Damian Tago & Nicolas Treich, 2020. "Infectious Diseases and Meat Production," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 1019-1044, August.
    15. Carlsson, Fredrik & Kataria, Mitesh & Lampi, Elina, 2022. "How much does it take? Willingness to switch to meat substitutes," Ecological Economics, Elsevier, vol. 193(C).
    16. Christian A. Vossler & Ewa Zawojska, 2020. "Behavioral Drivers or Economic Incentives? Toward a Better Understanding of Elicitation Effects in Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(2), pages 279-303.
    17. 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.
    18. Steffen Andersen & Glenn Harrison & Morten Lau & E. Rutström, 2009. "Elicitation using multiple price list formats," Experimental Economics, Springer;Economic Science Association, vol. 12(3), pages 365-366, September.
    19. Nicholas Bardsley, 2000. "Control without Deception," Tinbergen Institute Discussion Papers 00-107/1, Tinbergen Institute.
    20. Daniele Asioli & Adriana Mignani & Frode Alfnes, 2021. "Quick and easy? Respondent evaluations of the Becker–DeGroot–Marschak and multiple price list valuation mechanisms," Agribusiness, John Wiley & Sons, Ltd., vol. 37(2), pages 215-234, April.
    21. Hey, John D., 1998. "Experimental economics and deception: A comment," Journal of Economic Psychology, Elsevier, vol. 19(3), pages 397-401, June.
    22. Jayson L. Lusk, 2003. "Effects of Cheap Talk on Consumer Willingness-to-Pay for Golden Rice," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 840-856.
    23. Krawczyk, Michał, 2019. "What should be regarded as deception in experimental economics? Evidence from a survey of researchers and subjects," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 79(C), pages 110-118.
    24. Maximilian Pieper & Amelie Michalke & Tobias Gaugler, 2020. "Calculation of external climate costs for food highlights inadequate pricing of animal products," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    25. Gregory Howard & Brian E. Roe & Erik C. Nisbet & Jay F. Martin, 2017. "Hypothetical Bias Mitigation Techniques in Choice Experiments: Do Cheap Talk and Honesty Priming Effects Fade with Repeated Choices?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 543-573.
    26. 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.
    27. Romain Espinosa & Nicolas Treich, 2021. "Moderate Versus Radical NGOs†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(4), pages 1478-1501, August.
    28. Harrison, Glenn W. & Martínez-Correa, Jimmy & Swarthout, J. Todd & Ulm, Eric R., 2017. "Scoring rules for subjective probability distributions," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 430-448.
    29. John Loomis, 2011. "What'S To Know About Hypothetical Bias In Stated Preference Valuation Studies?," Journal of Economic Surveys, Wiley Blackwell, vol. 25(2), pages 363-370, April.
    30. Nathalie C M Rolland & C Rob Markus & Mark J Post, 2020. "The effect of information content on acceptance of cultured meat in a tasting context," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-17, April.
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    Cited by:

    1. Bry-Chevalier, Tom, 2024. "Comparing the potential of meat alternatives for a more sustainable food system," OSF Preprints ze5yt, Center for Open Science.
    2. Andersson, Henrik & Ouvrard, Benjamin, 2024. "Not on my plate! Using mental accounting to promote meat substitutes," TSE Working Papers 24-1547, Toulouse School of Economics (TSE).

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    More about this item

    Keywords

    Greener products; Cultured meat; Experiment; Willingness-to-pay; Belief elicitation;
    All these keywords.

    JEL classification:

    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

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