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关于BDM机制在产品评估中的适用性的数据集和协议。

Dataset and protocols on the applicability of the BDM mechanism in product evaluation.

作者信息

Lichters Marcel, Wackershauser Verena, Han Shixing, Vogt Bodo

机构信息

Otto-von-Guericke-University Magdeburg, P.O. Box 4120, 39106, Magdeburg, Germany.

出版信息

Data Brief. 2019 May 25;25:104060. doi: 10.1016/j.dib.2019.104060. eCollection 2019 Aug.

Abstract

Understanding how to best elicit consumers' willingness to pay (WTP) for goods in an incentive-aligned way is one of the cornerstones in marketing planning decisions and consumer welfare theory. This article provides a dataset from an experiment with n = 107 consumers that measured the WTP for a set of eight real consumer goods by means of the Becker-DeGroot-Marschak (BDM) mechanism, entailing a facultative resell option. This procedure allows for testing the empirical incentive-compatibility of the BDM mechanism. Despite early evidence on lottery choices or fictitious goods, the empirical incentive-compatibility of the BDM mechanism in case of real consumer goods remains an under-researched topic. For the first time, we provide a dataset on consumers' WTP statements in such a paradigm. More precisely, this article provides experimental protocols, manipulation-check questions, full raw datasets, summary statistics, and model properties related to the research article entitled "On the applicability of the BDM mechanism in product evaluation" [Lichters et al., 2019]. The raw dataset allows for an independent analysis of consumers' bidding behavior for multiple consumer goods. Thus, future researchers might use our dataset in a meta-analytic fashion for their own research on WTP elicitation.

摘要

理解如何以激励一致的方式最好地引出消费者对商品的支付意愿(WTP)是营销规划决策和消费者福利理论的基石之一。本文提供了一个来自对n = 107名消费者进行的实验的数据集,该实验通过贝克尔 - 德格鲁特 - 马尔沙克(BDM)机制测量了一组八种实际消费品的WTP,该机制包含一个可选的转售选项。这个过程允许测试BDM机制的实证激励兼容性。尽管早期有关于彩票选择或虚拟商品的证据,但BDM机制在实际消费品情况下的实证激励兼容性仍然是一个研究不足的主题。我们首次提供了在这种范式下关于消费者WTP声明的数据集。更确切地说,本文提供了与题为《论BDM机制在产品评估中的适用性》[利希特斯等人,2019年]的研究文章相关的实验方案、操纵检查问题、完整的原始数据集、汇总统计数据和模型属性。原始数据集允许对消费者对多种消费品的出价行为进行独立分析。因此,未来的研究人员可能会以元分析的方式使用我们的数据集来进行他们自己关于WTP引出的研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dda3/6562191/5190bea64b92/gr1.jpg

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