IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v69y2023i2p1166-1179.html
   My bibliography  Save this article

On the Reliability of the BDM Mechanism

Author

Listed:
  • Samir Mamadehussene

    (Naveen Jindal School of Management, University of Texas at Dallas, Richardson, Texas 75080)

  • Francesco Sguera

    (Católica-Lisbon School of Business and Economics, Universidade Católica Portuguesa, 1649-023 Lisbon, Portugal)

Abstract

The Becker-DeGroot-Marschak (BDM) mechanism is frequently used in experimental research to measure willingness-to-pay (WTP). The mechanism is very appealing given its incentive compatibility property. However, a growing body of experimental evidence finds that WTP is sensitive to the underlying price distribution of the BDM mechanism. The literature suggests that these findings can be rationalized only if subjects have context-dependent preferences. Under context-dependent preferences, the use of the BDM mechanism momentarily changes subjects’ preferences; subjects do not have incentives to report their intrinsic valuation, which is what the BDM attempts to measure, but instead they report the amount they are willing to pay after their preferences have momentarily changed. This lack of incentive compatibility would raise serious concerns about the validity of the BDM as an elicitation procedure; indeed, virtually all studies that use the BDM mechanism choose that elicitation procedure precisely for its incentive compatibility property. In this paper, we propose that an assumption of context dependence is not necessary to rationalize the aforementioned experimental findings. We provide an alternative plausible theory and experimental evidence to support it. Our theory relies on the premise that subjects need to exert effort to learn their preferences. We find that the price distribution of the BDM mechanism influences the subject’s incentives to exert effort. The results presented here are particularly appealing to the experimental research: our theory is consistent with the experimental findings that WTP is sensitive to the price distribution of the BDM mechanism while preserving the incentive compatibility property.

Suggested Citation

  • Samir Mamadehussene & Francesco Sguera, 2023. "On the Reliability of the BDM Mechanism," Management Science, INFORMS, vol. 69(2), pages 1166-1179, February.
  • Handle: RePEc:inm:ormnsc:v:69:y:2023:i:2:p:1166-1179
    DOI: 10.1287/mnsc.2022.4409
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2022.4409
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2022.4409?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    2. Weitzman, Martin L, 1979. "Optimal Search for the Best Alternative," Econometrica, Econometric Society, vol. 47(3), pages 641-654, May.
    3. Stefano DellaVigna & Devin Pope, 2018. "Predicting Experimental Results: Who Knows What?," Journal of Political Economy, University of Chicago Press, vol. 126(6), pages 2410-2456.
    4. Smith, Vernon L & Walker, James M, 1993. "Monetary Rewards and Decision Cost in Experimental Economics," Economic Inquiry, Western Economic Association International, vol. 31(2), pages 245-261, April.
    5. Ilyana Kuziemko & Michael I. Norton & Emmanuel Saez & Stefanie Stantcheva, 2015. "How Elastic Are Preferences for Redistribution? Evidence from Randomized Survey Experiments," American Economic Review, American Economic Association, vol. 105(4), pages 1478-1508, April.
    6. Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 73-92.
    7. Björn Bartling & Florian Engl & Roberto A. Weber, 2015. "Game form misconceptions are not necessary for a willingness-to-pay vs. willingness-to-accept gap," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 72-85, July.
    8. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    9. Liang Guo & Juanjuan Zhang, 2012. "Consumer Deliberation and Product Line Design," Marketing Science, INFORMS, vol. 31(6), pages 995-1007, November.
    10. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    11. List, John A., 2004. "Substitutability, experience, and the value disparity: evidence from the marketplace," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 486-509, May.
    12. Elie Ofek & Muhamet Yildiz & Ernan Haruvy, 2007. "The Impact of Prior Decisions on Subsequent Valuations in a Costly Contemplation Model," Management Science, INFORMS, vol. 53(8), pages 1217-1233, August.
    13. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    14. Fehr, Dietmar & Hakimov, Rustamdjan & Kübler, Dorothea, 2015. "The willingness to pay–willingness to accept gap: A failed replication of Plott and Zeiler," European Economic Review, Elsevier, vol. 78(C), pages 120-128.
    15. Wilcox, Nathaniel T, 1993. "Lottery Choice: Incentives, Complexity and Decision Time," Economic Journal, Royal Economic Society, vol. 103(421), pages 1397-1417, November.
    16. Ke, T. Tony & Villas-Boas, J. Miguel, 2019. "Optimal learning before choice," Journal of Economic Theory, Elsevier, vol. 180(C), pages 383-437.
    17. Grether, David M & Plott, Charles R, 1979. "Economic Theory of Choice and the Preference Reversal Phenomenon," American Economic Review, American Economic Association, vol. 69(4), pages 623-638, September.
    18. Katherine L. Milkman & Julia A. Minson & Kevin G. M. Volpp, 2014. "Holding the Hunger Games Hostage at the Gym: An Evaluation of Temptation Bundling," Management Science, INFORMS, vol. 60(2), pages 283-299, February.
    19. Xinyu Cao & Juanjuan Zhang, 2021. "Preference Learning and Demand Forecast," Marketing Science, INFORMS, vol. 40(1), pages 62-79, January.
    20. Irwin, Julie R, et al, 1998. "Payoff Dominance vs. Cognitive Transparency in Decision Making," Economic Inquiry, Western Economic Association International, vol. 36(2), pages 272-285, April.
    21. Bohm, Peter & Linden, Johan & Sonnegard, Joakim, 1997. "Eliciting Reservation Prices: Becker-DeGroot-Marschak Mechanisms vs. Markets," Economic Journal, Royal Economic Society, vol. 107(443), pages 1079-1089, July.
    22. Horowitz, John K., 2006. "The Becker-DeGroot-Marschak mechanism is not necessarily incentive compatible, even for non-random goods," Economics Letters, Elsevier, vol. 93(1), pages 6-11, October.
    23. A. Banerji & Neha Gupta, 2014. "Detection, Identification, and Estimation of Loss Aversion: Evidence from an Auction Experiment," American Economic Journal: Microeconomics, American Economic Association, vol. 6(1), pages 91-133, February.
    24. Cary Frydman & Gideon Nave, 2017. "Extrapolative Beliefs in Perceptual and Economic Decisions: Evidence of a Common Mechanism," Management Science, INFORMS, vol. 63(7), pages 2340-2352, July.
    25. Min Ding & Rajdeep Grewal & John Liechty, 2005. "Incentive-aligned conjoint analysis," Framed Field Experiments 00139, The Field Experiments Website.
    26. Shugan, Steven M, 1980. "The Cost of Thinking," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 7(2), pages 99-111, Se.
    27. Heffetz, Ori, 2021. "Are reference points merely lagged beliefs over probabilities?," Journal of Economic Behavior & Organization, Elsevier, vol. 181(C), pages 252-269.
    28. Berinsky, Adam J. & Huber, Gregory A. & Lenz, Gabriel S., 2012. "Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk," Political Analysis, Cambridge University Press, vol. 20(3), pages 351-368, July.
    29. repec:bla:jfinan:v:53:y:1998:i:5:p:1775-1798 is not listed on IDEAS
    30. Robert J. Meyer & Shenghui Zhao & Jin K. Han, 2008. "Biases in Valuation vs. Usage of Innovative Product Features," Marketing Science, INFORMS, vol. 27(6), pages 1083-1096, 11-12.
    31. Timothy N. Cason & Charles R. Plott, 2014. "Misconceptions and Game Form Recognition: Challenges to Theories of Revealed Preference and Framing," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1235-1270.
    32. 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.
    33. Liang Guo, 2016. "Contextual Deliberation and Preference Construction," Management Science, INFORMS, vol. 62(10), pages 2977-2993, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Vassilopoulos, Achilleas & Drichoutis, Andreas C. & Nayga, Rodolfo, 2018. "Loss Aversion, Expectations and Anchoring in the BDM Mechanism," MPRA Paper 85635, University Library of Munich, Germany.
    2. Sebastian Lehmann, 2014. "Toward an Understanding of the BDM: Predictive Validity, Gambling Effects, and Risk Attitude," FEMM Working Papers 150001, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    3. Rosato, Antonio & Tymula, Agnieszka A., 2019. "Loss aversion and competition in Vickrey auctions: Money ain't no good," Games and Economic Behavior, Elsevier, vol. 115(C), pages 188-208.
    4. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    5. Glimcher, Paul & Tymula, Agnieszka & Woelbert, Eva, 2013. "Flexible valuations for consumer goods as measured by the Becker-DeGroot-Marschak mechanism," Working Papers 2013-20, University of Sydney, School of Economics.
    6. Bull, Charles & Courty, Pascal & Doyon, Maurice & Rondeau, Daniel, 2019. "Failure of the Becker–DeGroot–Marschak mechanism in inexperienced subjects: New tests of the game form misconception hypothesis," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 235-253.
    7. Simon Gächter & Eric J. Johnson & Andreas Herrmann, 2022. "Individual-level loss aversion in riskless and risky choices," Theory and Decision, Springer, vol. 92(3), pages 599-624, April.
    8. Aurélien Baillon & Han Bleichrodt & Vitalie Spinu, 2020. "Searching for the Reference Point," Management Science, INFORMS, vol. 66(1), pages 93-112, January.
    9. Banerji A & Jeevant Rampal, 2015. "Loss Aversion and Willingness to Pay for New Products," Working Papers id:7798, eSocialSciences.
    10. Park, Hyeon, 2023. "A general equilibrium model of dynamic loss aversion," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 107(C).
    11. Per Engström & Katarina Nordblom & Henry Ohlsson & Annika Persson, 2015. "Tax Compliance and Loss Aversion," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 132-164, November.
    12. Ahrens, Steffen & Pirschel, Inske & Snower, Dennis J., 2017. "A theory of price adjustment under loss aversion," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 78-95.
    13. Alex Markle & George Wu & Rebecca White & Aaron Sackett, 2018. "Goals as reference points in marathon running: A novel test of reference dependence," Journal of Risk and Uncertainty, Springer, vol. 56(1), pages 19-50, February.
    14. M. Keith Chen & Venkat Lakshminarayanan & Laurie Santos, 2005. "The Evolution of Our Preferences: Evidence from Capuchin-Monkey Trading Behavior," Cowles Foundation Discussion Papers 1524, Cowles Foundation for Research in Economics, Yale University.
    15. Teck H. Ho & Noah Lim & Colin Camerer, 2005. "Modeling the Psychology of Consumer and Firm Behavior with Behavioral Economics," Levine's Bibliography 784828000000000476, UCLA Department of Economics.
    16. Kelvin Mashisia Shikuku & Erwin Bulte & Carl Johan Lagerkvist & Nhuong Tran, 2023. "Endowments, expectations, and the value of food safety certification: experimental evidence from fish markets in Nigeria," Experimental Economics, Springer;Economic Science Association, vol. 26(5), pages 1060-1084, November.
    17. Neuman, Einat & Neuman, Shoshana, 2007. "Reference-Dependent Preferences and Loss Aversion: A Discrete Choice Experiment in the Health-Care Sector," IZA Discussion Papers 3238, Institute of Labor Economics (IZA).
    18. A. Banerji & Jeevant Rampal, 2020. "Reverse Endowment Effect for a New Product," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 786-805, May.
    19. Samuel E. Bodily & Phillip E. Pfeifer, 2010. "Darden's Luckiest Student: Lessons from a High-Stakes Risk Experiment," Decision Analysis, INFORMS, vol. 7(4), pages 331-345, December.
    20. Paul Heidhues & Botond Köszegi, 2004. "The Impact of Consumer Loss Aversion on Pricing," CIG Working Papers SP II 2004-17, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ormnsc:v:69:y:2023:i:2:p:1166-1179. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.