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Preference Uncertainty, Preference Learning, and Paired Comparison Experiments

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  • David C. Kingsley
  • Thomas C. Brown

Abstract

Results from paired comparison experiments suggest that as respondents progress through a sequence of binary choices they become more consistent, apparently fine-tuning their preferences. Consistency may be indicated by the variance of the estimated valuation distribution measured by the error term in the random utility model. A significant reduction in the variance is shown to be consistent with a model of preference uncertainty allowing for preference learning. Respondents become more adept at discriminating among items as they gain experience considering and comparing them, suggesting that methods allowing for such experience may obtain more well founded values.

Suggested Citation

  • David C. Kingsley & Thomas C. Brown, 2010. "Preference Uncertainty, Preference Learning, and Paired Comparison Experiments," Land Economics, University of Wisconsin Press, vol. 86(3).
    • Handle: RePEc:uwp:landec:v:86:y:2010:iii:1:p530-544
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    References listed on IDEAS

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    1. Loomis, John & Peterson, George & Champ, Patricia & Brown, Thomas & Lucero, Beatrice, 1998. "Paired comparison estimates of willingness to accept versus contingent valuation estimates of willingness to pay," Journal of Economic Behavior & Organization, Elsevier, vol. 35(4), pages 501-515, May.
    2. Scott J. Savage & Donald M. Waldman, 2008. "Learning and fatigue during choice experiments: a comparison of online and mail survey modes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 351-371.
    3. Alberini, Anna & Boyle, Kevin & Welsh, Michael, 2003. "Analysis of contingent valuation data with multiple bids and response options allowing respondents to express uncertainty," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 40-62, January.
    4. Cameron, Trudy Ann, 1988. "A new paradigm for valuing non-market goods using referendum data: Maximum likelihood estimation by censored logistic regression," Journal of Environmental Economics and Management, Elsevier, vol. 15(3), pages 355-379, September.
    5. Champ, Patricia A. & Bishop, Richard C. & Brown, Thomas C. & McCollum, Daniel W., 1997. "Using Donation Mechanisms to Value Nonuse Benefits from Public Goods," Journal of Environmental Economics and Management, Elsevier, vol. 33(2), pages 151-162, June.
    6. Patrucua Champ & John Loomis, 1998. "WTA Estimates Using the Method of Paired Comparison: Tests of Robutness," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 12(3), pages 375-386, October.
    7. DeShazo, J. R. & Fermo, German, 2002. "Designing Choice Sets for Stated Preference Methods: The Effects of Complexity on Choice Consistency," Journal of Environmental Economics and Management, Elsevier, vol. 44(1), pages 123-143, July.
    8. Jacinto Braga & Chris Starmer, 2005. "Preference Anomalies, Preference Elicitation and the Discovered Preference Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(1), pages 55-89, September.
    9. John A. List, 2003. "Does Market Experience Eliminate Market Anomalies?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 41-71.
    10. Welsh, Michael P. & Poe, Gregory L., 1998. "Elicitation Effects in Contingent Valuation: Comparisons to a Multiple Bounded Discrete Choice Approach," Journal of Environmental Economics and Management, Elsevier, vol. 36(2), pages 170-185, September.
    11. Li Chuan-Zhong & Mattsson Leif, 1995. "Discrete Choice under Preference Uncertainty: An Improved Structural Model for Contingent Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 28(2), pages 256-269, March.
    12. Cameron, Trudy Ann & James, Michelle D, 1987. "Efficient Estimation Methods for "Closed-ended' Contingent Valuation Surveys," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 269-276, May.
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    Cited by:

    1. Thunström, Linda & Nordström, Jonas & Shogren, Jason F., 2015. "Certainty and overconfidence in future preferences for food," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 101-113.
    2. Bahamonde-Birke, Francisco J., 2018. "Estimating the reference frame: A smooth twice-differentiable utility function for non-compensatory loss-averse decision-making," Journal of choice modelling, Elsevier, vol. 28(C), pages 71-81.
    3. Marek Kapera, 2022. "Learning own preferences through consumption," KAE Working Papers 2022-074, Warsaw School of Economics, Collegium of Economic Analysis.
    4. Kingsley, David C. & Brown, Thomas C., 2013. "Value learning and the willingness to accept–willingness to pay disparity," Economics Letters, Elsevier, vol. 120(3), pages 473-476.
    5. Thijs Dekker & Paul Koster & Roy Brouwer, 2014. "Changing with the Tide: Semiparametric Estimation of Preference Dynamics," Land Economics, University of Wisconsin Press, vol. 90(4), pages 717-745.
    6. LaRiviere, Jacob & Czajkowski, Mikołaj & Hanley, Nick & Aanesen, Margrethe & Falk-Petersen, Jannike & Tinch, Dugald, 2014. "The value of familiarity: Effects of knowledge and objective signals on willingness to pay for a public good," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 376-389.
    7. Campbell, Danny & Boeri, Marco & Doherty, Edel & George Hutchinson, W., 2015. "Learning, fatigue and preference formation in discrete choice experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 345-363.

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    More about this item

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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