On the Reliability of the BDM Mechanism

Manag. Sci. Pub Date : 2022-04-05 DOI:10.1287/mnsc.2022.4409
Samir Mamadehussene, Francesco Sguera
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引用次数: 1

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. This paper was accepted by Duncan Simester, marketing.
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BDM机制的可靠性研究
Becker-DeGroot-Marschak (BDM)机制在实验研究中经常被用来衡量支付意愿(WTP)。该机制具有激励相容的特点,因此具有很大的吸引力。然而,越来越多的实验证据发现,WTP对BDM机制的潜在价格分布很敏感。文献表明,只有当受试者有情境依赖偏好时,这些发现才能被合理化。在情境依赖偏好下,BDM机制的使用会暂时改变被试的偏好;受试者没有动机报告他们的内在价值,这是BDM试图衡量的,相反,他们报告的是在他们的偏好暂时改变后他们愿意支付的金额。这种激励兼容性的缺乏将引起人们对BDM作为一种启发程序的有效性的严重关切;事实上,几乎所有使用BDM机制的研究都精确地选择了这种激发程序,因为它具有激励相容性。在本文中,我们提出语境依赖的假设是没有必要的合理化上述实验结果。我们提供了另一种貌似合理的理论和实验证据来支持它。我们的理论基于这样一个前提,即受试者需要努力学习他们的偏好。研究发现,BDM机制的价格分布会影响主体的努力动机。本文的研究结果对实验研究特别有吸引力:我们的理论与实验结果一致,即WTP对BDM机制的价格分布敏感,同时保持激励相容性。这篇论文被市场营销学的Duncan Simester接受。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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