G2TT
来源类型Discussion paper
规范类型论文
来源IDDP14225
DP14225 Too Much Data: Prices and Inefficiencies in Data Markets
Daron Acemoğlu; Ali Makhdoumi; Asuman Ozdaglar; Azarakhsh Malekian
发表日期2019-12-19
出版年2019
语种英语
摘要When a user shares her data with an online platform, she typically reveals relevant information about other users. We model a data market in the presence of this type of externality in a setup where one or multiple platforms estimate a user’s type with data they acquire from all users and (some) users value their privacy. We demonstrate that the data externalities depress the price of data because once a user’s information is leaked by others, she has less reason to protect her data and privacy. These depressed prices lead to excessive data sharing. We characterize conditions under which shutting down data markets improves (utilitarian) welfare. Competition between platforms does not redress the problem of excessively low price for data and too much data sharing, and may further reduce welfare. We propose a scheme based on mediated data-sharing that improves efficiency.
主题Macroeconomics and Growth
关键词Data Informational externalities Online markets Privacy
URLhttps://cepr.org/publications/dp14225
来源智库Centre for Economic Policy Research (United Kingdom)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/543110
推荐引用方式
GB/T 7714
Daron Acemoğlu,Ali Makhdoumi,Asuman Ozdaglar,et al. DP14225 Too Much Data: Prices and Inefficiencies in Data Markets. 2019.
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