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On Price Data Elicitation: a Laboratory Investigation

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  • Morone, Andrea

Abstract

There is abundant literature in experimental research on decision making under risk, which compares, and ranks subjects’ preferences on the basis of some elicitation method. The present paper performs a similar analysis in order to compare them. Since pricing data lead in many cases to some anomalies (i.e. status quo bias, endowment effect) we examine three mechanisms to elicit price preferences: willingness-to-pay in a second price auction, willingness-to-accept in a second price auction, and certainty equivalent elicited with BDM. A Bayesian interpretation of our results suggests that it is not possible to state ex-ante the more appropriate elicitation method for a particular subject: for 1/3 of our sample WTP is preferred, for 1/3 of our sample WTA is preferred, and for the remaining 1/3 BDM is preferred.

Suggested Citation

  • Morone, Andrea, 2009. "On Price Data Elicitation: a Laboratory Investigation," MPRA Paper 18358, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:18358
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    References listed on IDEAS

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    1. Jack L. Knetsch & J. A. Sinden, 1984. "Willingness to Pay and Compensation Demanded: Experimental Evidence of an Unexpected Disparity in Measures of Value," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(3), pages 507-521.
    2. Isaac, R. Mark & Walker, James M., 1985. "Information and conspiracy in sealed bid auctions," Journal of Economic Behavior & Organization, Elsevier, vol. 6(2), pages 139-159, June.
    3. Lisa Anderson & Jennifer Mellor, 2009. "Are risk preferences stable? Comparing an experimental measure with a validated survey-based measure," Journal of Risk and Uncertainty, Springer, vol. 39(2), pages 137-160, October.
    4. Andrea Morone & Ulrich Schmidt, 2008. "An Experimental Investigation of Alternatives to Expected Utility Using Pricing Data," Economics Bulletin, AccessEcon, vol. 4(20), pages 1-12.
    5. repec:ebl:ecbull:v:3:y:2008:i:40:p:1-7 is not listed on IDEAS
    6. Wu, George, 1994. "An Empirical Test of Ordinal Independence," Journal of Risk and Uncertainty, Springer, vol. 9(1), pages 39-60, July.
    7. Harrison, Glenn W, 1990. "Risk Attitudes in First-Price Auction Experiments: A Bayesian Analysis," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 541-546, August.
    8. John Hey & Jinkwon Lee, 2005. "Do Subjects Separate (or Are They Sophisticated)?," Experimental Economics, Springer;Economic Science Association, vol. 8(3), pages 233-265, September.
    9. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    10. Isaac, R Mark & James, Duncan, 2000. "Just Who Are You Calling Risk Averse?," Journal of Risk and Uncertainty, Springer, vol. 20(2), pages 177-187, March.
    11. 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.
    12. Jack L. Knetsch & J. A. Sinden, 1987. "The Persistence of Evaluation Disparities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(3), pages 691-695.
    13. Susan K. Laury, 2006. "Pay One or Pay All: Random Selection of One Choice for Payment," Experimental Economics Center Working Paper Series 2006-24, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    14. Wilcox, Nathaniel T., 2011. "'Stochastically more risk averse:' A contextual theory of stochastic discrete choice under risk," Journal of Econometrics, Elsevier, vol. 162(1), pages 89-104, May.
    15. John D. Hey & Chris Orme, 2018. "Investigating Generalizations Of Expected Utility Theory Using Experimental Data," World Scientific Book Chapters, in: Experiments in Economics Decision Making and Markets, chapter 3, pages 63-98, World Scientific Publishing Co. Pte. Ltd..
    16. Starmer, Chris & Sugden, Robert, 1991. "Does the Random-Lottery Incentive System Elicit True Preferences? An Experimental Investigation," American Economic Review, American Economic Association, vol. 81(4), pages 971-978, September.
    17. Andrea Morone, 2008. "Comparison of Mean-Variance Theory and Expected-Utility Theory through a Laboratory Experiment," Economics Bulletin, AccessEcon, vol. 3(40), pages 1-7.
    18. Coppinger, Vicki M & Smith, Vernon L & Titus, Jon A, 1980. "Incentives and Behavior in English, Dutch and Sealed-Bid Auctions," Economic Inquiry, Western Economic Association International, vol. 18(1), pages 1-22, January.
    19. Chris Starmer, 2000. "Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk," Journal of Economic Literature, American Economic Association, vol. 38(2), pages 332-382, June.
    20. repec:ebl:ecbull:v:4:y:2008:i:20:p:1-12 is not listed on IDEAS
    21. Beattie, Jane & Loomes, Graham, 1997. "The Impact of Incentives upon Risky Choice Experiments," Journal of Risk and Uncertainty, Springer, vol. 14(2), pages 155-168, March.
    22. Robin Cubitt & Chris Starmer & Robert Sugden, 1998. "On the Validity of the Random Lottery Incentive System," Experimental Economics, Springer;Economic Science Association, vol. 1(2), pages 115-131, September.
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    Cited by:

    1. Morone, Andrea & Ozdemir, Ozlem, 2012. "Black swan protection: an experimental investigation," MPRA Paper 38842, University Library of Munich, Germany.
    2. Morone, Andrea & Temerario, Tiziana, 2015. "Eliciting Preferences Over Risk: An Experiment," MPRA Paper 68519, University Library of Munich, Germany.
    3. Attema, Arthur E. & Brouwer, Werner B.F., 2012. "A test of independence of discounting from quality of life," Journal of Health Economics, Elsevier, vol. 31(1), pages 22-34.
    4. Stefan Zeisberger & Dennis Vrecko & Thomas Langer, 2012. "Measuring the time stability of Prospect Theory preferences," Theory and Decision, Springer, vol. 72(3), pages 359-386, March.
    5. Kavitha Ranganathan, 2018. "Does Global Shapes Of Utility Functions Matter For Investment Decisions?," Bulletin of Economic Research, Wiley Blackwell, vol. 70(4), pages 341-361, October.
    6. Ozlem Ozdemir & Andrea Morone, 2014. "An experimental investigation of insurance decisions in low probability and high loss risk situations," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 9(1), pages 53-67, April.
    7. Zonna, Davide, 2016. "Sprechi di cibo e tentativi di riduzione. Un caso sperimentale [Avoiding food waste. A field experiment]," MPRA Paper 76097, University Library of Munich, Germany.
    8. Temerario, Tiziana, 2014. "Individual and Group Behaviour Toward Risk: A Short Survey," MPRA Paper 58079, University Library of Munich, Germany.

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    More about this item

    Keywords

    willingness-to-pay; willingness-to-accept; BDM; second price auction;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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