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Can consumers’ willingness to pay incentivize adoption of environmental impact reducing technologies in meat animal production?

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  • White, Robin R.
  • Brady, Michael

Abstract

This study develops a model estimating consumer willingness to pay (WTP) for environmental meat attributes and uses a multi-objective nutritional optimizer to explore the extent to which WTP can offset on-farm costs of reducing water use. Data for the WTP model are sourced from a literature survey of the Agricola and Google Scholar databases yielding 46 studies estimating WTP for pure and impure (organic, grass-fed, natural) environmental meat attributes. Bayesian analysis is used to estimate 3 models varying in independent variables. Models are evaluated by the correlation coefficient (R2), root mean squared error of prediction (RMSPE) and posterior model probability. The most probable model is then used to estimate a confidence range of WTP for pure environmental beef. Impure environmental labels result in higher WTP than pure labels. Non-hypothetical WTP for pure environmental labeling for North American consumers ranges from 6.7% to 32.6%. A case study is conducted to identify the expected reduction in water use that can be funded from capturing WTP through labeling. A multi-objective nutritional optimizer is used to identify ideal management of beef cattle to reduce whole-system water use in three regions of the United States. Cost increases from management are varied over the predicted range in WTP and combined with the probability of a consumer purchasing beef at each WTP value to identify the theoretical effect on expected environmental impact reduction. A 10% premium is the ideal WTP, resulting in water use reductions between 24.4L and 41.4L.

Suggested Citation

  • White, Robin R. & Brady, Michael, 2014. "Can consumers’ willingness to pay incentivize adoption of environmental impact reducing technologies in meat animal production?," Food Policy, Elsevier, vol. 49(P1), pages 41-49.
  • Handle: RePEc:eee:jfpoli:v:49:y:2014:i:p1:p:41-49
    DOI: 10.1016/j.foodpol.2014.06.007
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    as
    1. Cicia, Gianni & Colantuoni, Francesca, 2010. "Willingness to Pay for Traceable Meat Attributes: A Meta-analysis," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 1(3), pages 1-12, October.
    2. Hurley, Sean P. & Miller, Douglas J. & Kliebenstein, James B., 2006. "Estimating Willingness to Pay Using a Polychotomous Choice Function: An Application to Pork Products with Environmental Attributes," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(2), pages 1-17, August.
    3. List, John A. & Shogren, Jason F., 1998. "Calibration of the difference between actual and hypothetical valuations in a field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 37(2), pages 193-205, October.
    4. McCall, D. G. & Bishop-Hurley, G. J., 2003. "A pasture growth model for use in a whole-farm dairy production model," Agricultural Systems, Elsevier, vol. 76(3), pages 1183-1205, June.
    5. Darby, Kim & Batte, Marvin T. & Ernst, Stanley C. & Roe, Brian E., 2006. "Willingness to pay for locally produced foods: A customer intercept study of direct market and grocery store shoppers," 2006 Annual meeting, July 23-26, Long Beach, CA 21336, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Tomas Nilsson & Ken Foster & Jayson L. Lusk, 2006. "Marketing Opportunities for Certified Pork Chops," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 54(4), pages 567-583, December.
    7. John A.L. Cranfield & Thomas W. Hertel & James S. Eales & Paul V. Preckel, 1998. "Changes in the Structure of Global Food Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(5), pages 1042-1050.
    8. Charles I. Jones & Peter J. Klenow, 2016. "Beyond GDP? Welfare across Countries and Time," American Economic Review, American Economic Association, vol. 106(9), pages 2426-2457, September.
    9. Schulz, Lee L. & Schroeder, Ted C. & White, Katharine L., 2012. "Value of Beef Steak Branding: Hedonic Analysis of Retail Scanner Data," Agricultural and Resource Economics Review, Cambridge University Press, vol. 41(2), pages 260-273, August.
    10. Yu, Xiaohua & Gao, Zhifeng, 2010. "Consumer Preferences for U.S. Beef Products: A Meta Analysis," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61033, Agricultural and Applied Economics Association.
    11. Vigani, Mauro & Olper, Alessandro, 2013. "GMO standards, endogenous policy and the market for information," Food Policy, Elsevier, vol. 43(C), pages 32-43.
    12. repec:ebl:ecbull:v:3:y:2004:i:6:p:1-13 is not listed on IDEAS
    13. Tonsor, Glynn T. & Shupp, Robert S., 2009. "Valuations of ‘Sustainably Produced’ Labels on Beef, Tomato, and Apple Products," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 38(3), pages 1-13, December.
    14. Viechtbauer, Wolfgang, 2010. "Conducting Meta-Analyses in R with the metafor Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 36(i03).
    15. Gadema, Zaina & Oglethorpe, David, 2011. "The use and usefulness of carbon labelling food: A policy perspective from a survey of UK supermarket shoppers," Food Policy, Elsevier, vol. 36(6), pages 815-822.
    16. Kim Darby & Marvin T. Batte & Stan Ernst & Brian Roe, 2008. "Decomposing Local: A Conjoint Analysis of Locally Produced Foods," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 476-486.
    17. Richard Bennett & Douglas Larson, 1996. "Contingent Valuation Of The Perceived Benefits Of Farm Animal Welfare Legislation: An Exploratory Survey," Journal of Agricultural Economics, Wiley Blackwell, vol. 47(1‐4), pages 224-235, January.
    18. Hertel, Thomas W., 2010. "The Global Supply and Demand for Agricultural Land in 2050: A Perfect Storm in the Making?," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 92639, Agricultural and Applied Economics Association.
    19. Thomas W. Hertel, 2011. "The Global Supply and Demand for Agricultural Land in 2050: A Perfect Storm in the Making?-super- 1," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(2), pages 259-275.
    20. Consuelo Varela‐Ortega & José M. Sumpsi & Alberto Garrido & María Blanco & Eva Iglesias, 1998. "Water pricing policies, public decision making and farmers' response: implications for water policy," Agricultural Economics, International Association of Agricultural Economists, vol. 19(1-2), pages 193-202, September.
    21. Teisl, Mario F. & Roe, Brian & Hicks, Robert L., 2002. "Can Eco-Labels Tune a Market? Evidence from Dolphin-Safe Labeling," Journal of Environmental Economics and Management, Elsevier, vol. 43(3), pages 339-359, May.
    22. John A.L. Cranfield & Thomas W. Hertel & James S. Eales & Paul V. Preckel, 1998. "Changes in the Structure of Global Food Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(5), pages 1042-1050.
    23. Lybbert, Travis J. & Sumner, Daniel A., 2012. "Agricultural technologies for climate change in developing countries: Policy options for innovation and technology diffusion," Food Policy, Elsevier, vol. 37(1), pages 114-123.
    24. González, Alejandro D. & Frostell, Björn & Carlsson-Kanyama, Annika, 2011. "Protein efficiency per unit energy and per unit greenhouse gas emissions: Potential contribution of diet choices to climate change mitigation," Food Policy, Elsevier, vol. 36(5), pages 562-570, October.
    25. Tozer, P. R. & Stokes, J. R., 2001. "A multi-objective programming approach to feed ration balancing and nutrient management," Agricultural Systems, Elsevier, vol. 67(3), pages 201-215, March.
    26. 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(1), pages 1-17, April.
    27. John List & Craig Gallet, 2001. "What Experimental Protocol Influence Disparities Between Actual and Hypothetical Stated Values?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 20(3), pages 241-254, November.
    28. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    29. Martinez, Stephen W., 2008. "Estimating the Value of Retail Beef Product Brands and Other Attributes," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6455, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    30. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    31. Geweke, J, 1993. "Bayesian Treatment of the Independent Student- t Linear Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages 19-40, Suppl. De.
    32. Edjabou, Louise Dyhr & Smed, Sinne, 2013. "The effect of using consumption taxes on foods to promote climate friendly diets – The case of Denmark," Food Policy, Elsevier, vol. 39(C), pages 84-96.
    33. Pelletier, Nathan & Pirog, Rich & Rasmussen, Rebecca, 2010. "Comparative life cycle environmental impacts of three beef production strategies in the Upper Midwestern United States," Agricultural Systems, Elsevier, vol. 103(6), pages 380-389, July.
    34. Deckers, Jan, 2010. "Should the consumption of farmed animal products be restricted, and if so, by how much?," Food Policy, Elsevier, vol. 35(6), pages 497-503, December.
    35. Carl Johan Lagerkvist & Sebastian Hess, 2011. "A meta-analysis of consumer willingness to pay for farm animal welfare," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 38(1), pages 55-78, March.
    36. Hurley, Sean P. & Miller, Douglas & Kliebenstein, James, 2006. "Estimating Willingness to Pay Using a Polychotomous Choice Function: An Application to Pork Products with Environmental Attributes," Staff General Research Papers Archive 12674, Iowa State University, Department of Economics.
    37. Martin, Andrew D. & Quinn, Kevin M. & Park, Jong Hee, 2011. "MCMCpack: Markov Chain Monte Carlo in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i09).
    38. Corsi, Alessandro & Novelli, Silvia, 2002. "Consumers' Willingness to Pay a Price for Organic Beef Meat," 2002 International Congress, August 28-31, 2002, Zaragoza, Spain 24923, European Association of Agricultural Economists.
    39. Wendy J. Umberger & Dillon M. Feuz & Chris R. Calkins & Karen Killinger-Mann, 2002. "U.S. consumer preference and willingness-to-pay for domestic corn-fed beef versus international grass-fed beef measured through an experimental auction," Agribusiness, John Wiley & Sons, Ltd., vol. 18(4), pages 491-504.
    40. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
    41. Roland Menges & Carsten Schroeder & Stefan Traub, 2005. "Altruism, Warm Glow and the Willingness-to-Donate for Green Electricity: An Artefactual Field Experiment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 31(4), pages 431-458, August.
    42. M. Falkenmark & J. Rockström & L. Karlberg, 2009. "Present and future water requirements for feeding humanity," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 1(1), pages 59-69, February.
    43. Joseph Little & Robert Berrens, 2004. "Explaining Disparities between Actual and Hypothetical Stated Values: Further Investigation Using Meta-Analysis," Economics Bulletin, AccessEcon, vol. 3(6), pages 1-13.
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