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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.

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File URL: http://purl.umn.edu/24761
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Paper provided by European Association of Agricultural Economists in its series 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark with number 24761.

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Date of creation: 2005
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Handle: RePEc:ags:eaae05:24761
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Keywords: choice experiment; hypothetical bias; color; mixed logit; salmon; willingness to pay; Consumer/Household Economics; C81; C93; D12; Q22;

Find related papers by JEL classification:

  • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
  • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
  • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
  • Q22 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Fishery

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  1. Lusk, Jayson L. & Roosen, Jutta & Fox, John A., 2001. "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," 2001 Annual meeting, August 5-8, Chicago, IL 20684, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
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  4. 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.
  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, 03.
  6. Burton, Michael P. & Rigby, Dan & Young, Trevor & James, Sallie, 2002. "Consumer Attitudes to Genetically Modified Organisms in Food in the UK," 2002 Conference (46th), February 13-15, 2002, Canberra 125064, Australian Agricultural and Resource Economics Society.
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  8. 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.
  9. Holland, Daniel S. & Roheim, Cathy A., 1998. "Predicting Consumer Preferences For Fresh Salmon: The Influence Of Safety Inspection And Production Method Attributes," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 27(1), April.
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  11. 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.
  12. 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).
  13. 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.
  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. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, November.
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  17. 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.
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Cited by:

  1. Ladenburg, Jacob & Olsen, Søren Bøye, 2014. "Augmenting short Cheap Talk scripts with a repeated Opt-Out Reminder in Choice Experiment surveys," Resource and Energy Economics, Elsevier, vol. 37(C), pages 39-63.

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