数据外部性经济学

Shota Ichihashi
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引用次数: 42

摘要

我研究了一个从消费者那里购买数据的公司模型。存在数据外部性,即一些消费者的数据揭示了其他消费者的信息。我描述了最大化或最小化消费者剩余和企业利润的数据外部性。我用这些结果来解决一个信息设计问题,在这个问题中,公司选择从消费者那里收集什么信息,同时考虑到数据外部性对购买数据成本的影响。公司收集的信息不少于有效的数量。在某些情况下,我们可以使用两步简化法来解决公司的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Economics of Data Externalities
I study a model of a firm that buys data from consumers. There are data externalities, whereby data of some consumers reveal information about others. I characterize data externalities that maximize or minimize consumer surplus and the firm’s profit. I use the results to solve an information design problem in which the firm chooses what information to collect from consumers, taking into account the impact of data externalities on the cost of buying data. The firm collects no less information than the efficient amount. In some cases, we can solve the firm’s problem using a two-step concavification method.
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