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The Extent of Hypothetical Bias in Willingness to Accept

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  • Jerrod M. Penn
  • Wuyang Hu

Abstract

Hypothetical bias (HB) is often considered a main source of weakness for valuation surveys of any kind and the bias is thought to be even stronger if the valuation process is framed as willingness to accept (WTA) rather than willingness to pay (WTP). Using data collected after reviewing both published and unpublished articles, we conduct a meta‐analysis of whether and to what extent WTA studies may have HB. Out of the eighty‐six records from twenty‐one studies that used WTA elicitation methods in both hypothetical and real elicitations, one study appears to have influenced the perception of extreme HB in WTA. Most exhibit no evidence of HB or evidence that it is a less severe problem for hypothetical WTA studies compared to historic patterns for WTP studies. We then conduct a field experiment eliciting both hypothetical and real WTA for a container of honey. Results show no evidence of HB based on no significant difference in WTA between the two treatments. Our findings challenge the long‐held belief to avoid WTA elicitations for fear of exaggerated economic values and associated HB.

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  • Jerrod M. Penn & Wuyang Hu, 2021. "The Extent of Hypothetical Bias in Willingness to Accept," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 126-141, January.
  • Handle: RePEc:wly:ajagec:v:103:y:2021:i:1:p:126-141
    DOI: 10.1111/ajae.12121
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    1. 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.
    2. 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.
    3. Jerrod Penn & Wuyang Hu & Hannah J Penn, 2019. "Support for Solitary Bee Conservation among the Public versus Beekeepers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(5), pages 1386-1400.
    4. Brownstone, David & Small, Kenneth A., 2005. "Valuing time and reliability: assessing the evidence from road pricing demonstrations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(4), pages 279-293, May.
    5. Younjun Kim & Catherine L. Kling & Jinhua Zhao, 2015. "Understanding Behavioral Explanations of the WTP-WTA Divergence Through a Neoclassical Lens: Implications for Environmental Policy," Annual Review of Resource Economics, Annual Reviews, vol. 7(1), pages 169-187, October.
    6. Catherine L. Kling & Daniel J. Phaneuf & Jinhua Zhao, 2012. "From Exxon to BP: Has Some Number Become Better Than No Number?," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 3-26, Fall.
    7. 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.
    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. Deacue Fields & Walt Prevatt, 2008. "An Incentive Compatible Conjoint Ranking Mechanism," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 487-498.
    10. List, John A, 2003. "Using Random nth Price Auctions to Value Non-market Goods and Services," Journal of Regulatory Economics, Springer, vol. 23(2), pages 193-205, March.
    11. Herriges, Joseph & Kling, Catherine & Liu, Chih-Chen & Tobias, Justin, 2010. "What are the consequences of consequentiality?," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 67-81, January.
    12. Little, Joseph & Broadbent, Craig D. & Berrens, Robert P., 2012. "Meta-Analysis of the Probability of Disparity between Actual and Hypothetical Valuation Responses: Extension and Preliminary New Results," Western Economics Forum, Western Agricultural Economics Association, vol. 11(1), pages 1-12.
    13. Smith, V. Kerry & Mansfield, Carol, 1998. "Buying Time: Real and Hypothetical Offers," Journal of Environmental Economics and Management, Elsevier, vol. 36(3), pages 209-224, November.
    14. Nelson, Jon P., 2014. "Estimating the price elasticity of beer: Meta-analysis of data with heterogeneity, dependence, and publication bias," Journal of Health Economics, Elsevier, vol. 33(C), pages 180-187.
    15. Gregory, Robin, 1986. "Interpreting measures of economic loss: Evidence from contingent valuation and experimental studies," Journal of Environmental Economics and Management, Elsevier, vol. 13(4), pages 325-337, December.
    16. Nape, Steven & Frykblom, Peter & Harrison, Glenn W. & Lesley, James C., 2003. "Hypothetical bias and willingness to accept," Economics Letters, Elsevier, vol. 78(3), pages 423-430, March.
    17. Johansson-Stenman Olof & Svedsäter Henrik, 2008. "Measuring Hypothetical Bias in Choice Experiments: The Importance of Cognitive Consistency," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-10, September.
    18. Sayman, Serdar & Onculer, Ayse, 2005. "Effects of study design characteristics on the WTA-WTP disparity: A meta analytical framework," Journal of Economic Psychology, Elsevier, vol. 26(2), pages 289-312, April.
    19. Richard T. Carson & Theodore Groves & John A. List, 2014. "Consequentiality: A Theoretical and Experimental Exploration of a Single Binary Choice," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(1), pages 171-207.
    20. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    21. Timothy C. Haab & Kenneth E. McConnell, 2002. "Valuing Environmental and Natural Resources," Books, Edward Elgar Publishing, number 2427.
    22. Glenn Blomquist & Karen Blumenschein & Magnus Johannesson, 2009. "Eliciting Willingness to Pay without Bias using Follow-up Certainty Statements: Comparisons between Probably/Definitely and a 10-point Certainty Scale," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(4), pages 473-502, August.
    23. Lloyd-Smith, Patrick & Adamowicz, Wiktor, 2018. "Can stated measures of willingness-to-accept be valid? Evidence from laboratory experiments," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 133-149.
    24. 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.
    25. Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard H, 1990. "Experimental Tests of the Endowment Effect and the Coase Theorem," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1325-1348, December.
    26. 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.
    27. Isacsson, Gunnar, 2007. "The trade off between time and money: Is there a difference between real and hypothetical choices?," Working Papers 2007:3, Swedish National Road & Transport Research Institute (VTI).
    28. T. D. Stanley, 2005. "Integrating the Empirical Tests of the Natural Rate Hypothesis: A Meta‐Regression Analysis," Kyklos, Wiley Blackwell, vol. 58(4), pages 611-634, November.
    29. Don L. Coursey & John L. Hovis & William D. Schulze, 1987. "The Disparity Between Willingness to Accept and Willingness to Pay Measures of Value," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(3), pages 679-690.
    30. Hanemann, W Michael, 1991. "Willingness to Pay and Willingness to Accept: How Much Can They Differ?," American Economic Review, American Economic Association, vol. 81(3), pages 635-647, June.
    31. Brookshire, David S & Coursey, Don L, 1987. "Measuring the Value of a Public Good: An Empirical Comparison of Elicitation Procedures," American Economic Review, American Economic Association, vol. 77(4), pages 554-566, September.
    32. Penn, Jerrod & Hu, Wuyang, 2019. "Cheap talk efficacy under potential and actual Hypothetical Bias: A meta-analysis," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 22-35.
    33. 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.
    34. Singh, Harinder, 1991. "The disparity between willingness to pay and compensation demanded : Another look at laboratory evidence," Economics Letters, Elsevier, vol. 35(3), pages 263-266, March.
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