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Information and consequentiality: Evidence from willingness to pay for eco-labelling products based on Becker-Degroot-Marschak mechanism

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  • Hou, Lingling
  • Liu, Na
  • Liu, Pengfei
  • Lv, Xinxin
  • Li, Saiwei

Abstract

This study investigates the impact of informational interventions on consumers’ willingness to pay (WTP) for eco-labeled grassland-fed lamb under real-payment and hypothetical contexts. Using the Becker–DeGroot–Marschak (BDM) auction method, we conducted a field experiment with consumers in Beijing, China. On average, consumers were willing to pay a 26% premium for grassland-fed lamb compared with fence-fed lamb, highlighting the perceived value of grassland-based products. We find no significant difference in WTP between real and hypothetical contexts. In the pooled sample, the text treatment emphasizing on donation increased WTP by 1.2 yuan/kg, while the video treatment highlighting product attributes raised WTP by 2 yuan/kg. Treatment effects, however, varied across contexts: the text treatment generated a significant gap between real and hypothetical groups, whereas the video treatment did not. These results demonstrate how eco-labels and tailored information strategies can enhance consumer valuation of ecological products and provide policy-relevant insights for promoting ecosystem services through markets.

Suggested Citation

  • Hou, Lingling & Liu, Na & Liu, Pengfei & Lv, Xinxin & Li, Saiwei, 2026. "Information and consequentiality: Evidence from willingness to pay for eco-labelling products based on Becker-Degroot-Marschak mechanism," Food Policy, Elsevier, vol. 138(C).
  • Handle: RePEc:eee:jfpoli:v:138:y:2026:i:c:s0306919225002064
    DOI: 10.1016/j.foodpol.2025.103001
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    1. Hugo De Groote & Simon Chege Kimenju & Ulrich B. Morawetz, 2011. "Estimating consumer willingness to pay for food quality with experimental auctions: the case of yellow versus fortified maize meal in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 42(1), pages 1-16, January.
    2. de Groot, Rudolf & Brander, Luke & van der Ploeg, Sander & Costanza, Robert & Bernard, Florence & Braat, Leon & Christie, Mike & Crossman, Neville & Ghermandi, Andrea & Hein, Lars & Hussain, Salman & , 2012. "Global estimates of the value of ecosystems and their services in monetary units," Ecosystem Services, Elsevier, vol. 1(1), pages 50-61.
    3. Christian A. Vossler & Maurice Doyon & Daniel Rondeau, 2012. "Truth in Consequentiality: Theory and Field Evidence on Discrete Choice Experiments," American Economic Journal: Microeconomics, American Economic Association, vol. 4(4), pages 145-171, November.
    4. Corrigan, Jay R. & Rousu, Matthew C., 2006. "AJAE Appendix: Posted Prices and Bid Affiliation: Evidence from Experimental Auctions," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 88(4), pages 1-12, November.
    5. repec:ken:wpaper:0602 is not listed on IDEAS
    6. Pengfei Liu & Xiaohui Tian, 2021. "Downward Hypothetical Bias in the Willingness to Accept Measure for Private Goods: Evidence from a Field Experiment," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1679-1699, October.
    7. James Berry & Greg Fischer & Raymond Guiteras, 2020. "Eliciting and Utilizing Willingness to Pay: Evidence from Field Trials in Northern Ghana," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1436-1473.
    8. Lusk, Jayson L. & Jamal, Mustafa & Kurlander, Lauren & Roucan, Maud & Taulman, Lesley, 2005. "A Meta-Analysis of Genetically Modified Food Valuation Studies," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(01), pages 1-17, April.
    9. Haghani, Milad & Bliemer, Michiel C.J. & Rose, John M. & Oppewal, Harmen & Lancsar, Emily, 2021. "Hypothetical bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation methods," Journal of choice modelling, Elsevier, vol. 41(C).
    10. Johnston, Robert J. & Roheim, Cathy A., 2006. "A Battle of Taste and Environmental Convictions for Ecolabeled Seafood: A Contingent Ranking Experiment," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(2), pages 1-18, August.
    11. 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.
    12. 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.
    13. Lei Lei & Jiahua Zheng & Shaoyu Li & Lishan Yang & Wenqiong Wang & Feng Zhang & Bin Zhang, 2023. "Soil Hydrological Properties’ Response to Long-Term Grazing on a Desert Steppe in Inner Mongolia," Sustainability, MDPI, vol. 15(23), pages 1-11, November.
    14. Tranter, R.B. & Bennett, R.M. & Costa, L. & Cowan, C. & Holt, G.C. & Jones, P.J. & Miele, M. & Sottomayor, M. & Vestergaard, J., 2009. "Consumers' willingness-to-pay for organic conversion-grade food: Evidence from five EU countries," Food Policy, Elsevier, vol. 34(3), pages 287-294, June.
    15. Costanza, Robert & d'Arge, Ralph & de Groot, Rudolf & Farber, Stephen & Grasso, Monica & Hannon, Bruce & Limburg, Karin & Naeem, Shahid & O'Neill, Robert V. & Paruelo, Jose, 1998. "The value of the world's ecosystem services and natural capital," Ecological Economics, Elsevier, vol. 25(1), pages 3-15, April.
    16. 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).
    17. Valerie Kilders & Vincenzina Caputo, 2024. "A reference‐price‐informed experiment to assess consumer demand for beef with a reduced carbon footprint," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(1), pages 3-20, January.
    18. Barbara Wróbel & Waldemar Zielewicz & Mariola Staniak, 2023. "Challenges of Pasture Feeding Systems—Opportunities and Constraints," Agriculture, MDPI, vol. 13(5), pages 1-31, April.
    19. Valerie Kilders & Vincenzina Caputo, 2021. "Is Animal Welfare Promoting Hornless Cattle? Assessing Consumer’s Valuation for Milk from Gene‐edited Cows under Different Information Regimes," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(3), pages 735-759, September.
    20. Loureiro, Maria L. & Umberger, Wendy J., 2003. "Estimating Consumer Willingness to Pay for Country-of-Origin Labeling," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 28(2), pages 1-15, August.
    21. Li, Xiaogu & Jensen, Kimberly L. & Clark, Christopher D. & Lambert, Dayton M., 2016. "Consumer willingness to pay for beef grown using climate friendly production practices," Food Policy, Elsevier, vol. 64(C), pages 93-106.
    22. Joseph Goeb & Andrew Dillon & Frank Lupi & David Tschirley, 2020. "Pesticides: What You Don’t Know Can Hurt You," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(5), pages 801-836.
    23. 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.
    24. Adewale Oparinde & Abhijit Banerji & Ekin Birol & Paul Ilona, 2016. "Information and consumer willingness to pay for biofortified yellow cassava: evidence from experimental auctions in Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 47(2), pages 215-233, March.
    25. Richard Carson & Theodore Groves, 2007. "Incentive and informational properties of preference questions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(1), pages 181-210, May.
    26. 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.
    27. Davidson, Kelly A. & McFadden, Brandon R. & Meyer, Sarah & Bernard, John C., 2025. "Consumer Preferences for Low-Methane Beef: The Impact of Pre-Purchase Information, Point-of-Purchase Labels, and Increasing Prices," Food Policy, Elsevier, vol. 130(C).
    28. Jerrod Penn & Wuyang Hu, 2021. "Videos Improve Attention and Cheap Talk in Online Surveys," Frontiers of Economics in China, IAR, Shanghai University of Finance and Economics, vol. 16(2), pages 347-376, June.
    29. Anthony Heyes & Sandeep Kapur & Peter W. Kennedy & Steve Martin & John W. Maxwell, 2020. "But What Does It Mean? Competition between Products Carrying Alternative Green Labels When Consumers Are Active Acquirers of Information," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(2), pages 243-277.
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