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None-of-These Bias in Stated Choice Experiments

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  • Alfnes, Frode
  • Steine, Gro

Abstract

We conduct a within-sample test of hypothetical bias and parameter equality between a hypothetical stated choice (SC) experiment using pictures and a real choice (RC) experiments using products. With exception of the none-of-these alternative-specific dummy, we cannot reject parameter equality between the two datasets. However, when we estimate the models separately with no parameter restrictions, the SC experiment gave WTP estimates that were approximately 50 percent higher and marginal WTP estimates that were almost two times as high as the corresponding estimates from the RC experiment. However, even though the monetary value of the WTP disparity was large, the disparity between the WTP estimates from the two data sets was not statistically significant.

Suggested Citation

  • Alfnes, Frode & Steine, Gro, 2005. "None-of-These Bias in Stated Choice Experiments," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24761, European Association of Agricultural Economists.
  • Handle: RePEc:ags:eaae05:24761
    DOI: 10.22004/ag.econ.24761
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    1. Holland, Daniel & Wessells, Cathy R., 1998. "Predicting Consumer Preferences for Fresh Salmon: The Influence of Safety Inspection and Production Method Attributes," Agricultural and Resource Economics Review, Cambridge University Press, vol. 27(1), pages 1-14, April.
    2. 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.
    3. Carlsson, Fredrik & Martinsson, Peter, 2001. "Do Hypothetical and Actual Marginal Willingness to Pay Differ in Choice Experiments?: Application to the Valuation of the Environment," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 179-192, March.
    4. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    5. 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.
    6. Kwamena K. Quagrainie & James Unterschultz & Michele Veeman, 1998. "Effects of Product Origin and Selected Demographics on Consumer Choice of Red Meats," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 46(2), pages 201-219, July.
    7. 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.
    8. Jason F. Shogren & John A. Fox, 1996. "Consumer Preferences for Fresh Food Items with Multiple Quality Attributes: Evidence from an Experimental Auction of Pork Chops," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(4), pages 916-923.
    9. Lusk,Jayson L. & Shogren,Jason F., 2007. "Experimental Auctions," Cambridge Books, Cambridge University Press, number 9780521671248, October.
    10. List, John A. & Shogren, Jason F., 2002. "Calibration of Willingness-to-Accept," Journal of Environmental Economics and Management, Elsevier, vol. 43(2), pages 219-233, March.
    11. 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.
    12. W. Bruce Traill, 2004. "Effect of information about benefits of biotechnology on consumer acceptance of genetically modified food: evidence from experimental auctions in the United States, England, and France," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 31(2), pages 179-204, June.
    13. Michael Burton & Dan Rigby & Trevor Young, 2001. "Consumer attitudes to genetically modified organisms in food in the UK," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 28(4), pages 479-498, December.
    14. Frode Alfnes & Kyrre Rickertsen, 2003. "European Consumers' Willingness to Pay for U.S. Beef in Experimental Auction Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 396-405.
    15. James Unterschultz & Kwamena K. Quagrainie & Michele Veeman & Renee B. Kim, 1998. "South Korean Hotel Meat Buyers' Perceptions of Australian, Canadian and U.S. Beef," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 46(1), pages 53-68, March.
    16. 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.
    17. Jeffrey R. Blend & Eileen O. van Ravenswaay, 1999. "Measuring Consumer Demand for Ecolabeled Apples," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(5), pages 1072-1077.
    18. Jayson L. Lusk & Jutta Roosen & John A. Fox, 2003. "Demand for Beef from Cattle Administered Growth Hormones or Fed Genetically Modified Corn: A Comparison of Consumers in France, Germany, the United Kingdom, and the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(1), pages 16-29.
    19. Frode Alfnes, 2004. "Stated preferences for imported and hormone-treated beef: application of a mixed logit model," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 31(1), pages 19-37, March.
    20. Alfnes, Frode & Guttormsen, Atle G. & Steine, Gro & Kolstad, Kari, 2005. "Consumers' Willingness To Pay For The Color Of Salmon:A Choice Experiment With Real Economic Incentives," 2005 Annual meeting, July 24-27, Providence, RI 19126, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    21. Ulrich Enneking, 2004. "Willingness-to-pay for safety improvements in the German meat sector: the case of the Q&S label," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 31(2), pages 205-223, June.
    22. Melton, Brian & Huffman, Wallace & Shogren, Jason F., 1996. "Consumer Preferences for Fresh Food with Multiple Attributes: Evidence from an Experimental Auction of Pork Chops," Staff General Research Papers Archive 5042, Iowa State University, Department of Economics.
    23. Loureiro, Maria L. & McCluskey, Jill J. & Mittelhammer, Ronald C., 2001. "Assessing Consumer Preferences For Organic, Eco-Labeled, And Regular Apples," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 26(2), pages 1-13, December.
    24. John A. List, 2001. "Do Explicit Warnings Eliminate the Hypothetical Bias in Elicitation Procedures? Evidence from Field Auctions for Sportscards," American Economic Review, American Economic Association, vol. 91(5), pages 1498-1507, December.
    25. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
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