在线市场上的广告:信息不对称和赞助列表的相关性

Vibhanshu Abhishek, Kinshuk Jerath, Siddhartha Sharma
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引用次数: 6

摘要

在电子商务市场上,赞助产品列表与有机产品列表交织在一起,这是一个庞大且不断增长的现象。在本文中,我们从理论和实证两方面研究了包含赞助列表是否会提高或损害展示给消费者的产品集的整体质量和相关性。我们的理论分析表明,广告与消费者搜索查询的相关性取决于市场所有者和销售具有不同程度相关性产品的卖家之间的信息不对称程度。具体来说,当信息不对称低(高)时,即平台可以(不能)轻易区分高相关性和低相关性的卖家,那么低相关性(高相关性)的卖家就有更大的广告动机。然而,即使低相关性产品作为广告展示,只要搜索和评估成本合理,消费者最终也会找到匹配良好的产品;因此,对销售的总体影响相对较小,而市场从销售广告的额外收入中受益。我们从印度领先的在线市场Flipkart进行的大规模现场实验中获得数据,并发现我们的理论结果所隐含的各种经验模式都存在于数据中。我们的研究为在线市场的管理者提供了一些实际的启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Advertising on Online Marketplaces: Information Asymmetry and the Relevance of Sponsored Listings
Advertising on e-commerce marketplaces, wherein sponsored product listings are interleaved with organic product listings, is a large and growing phenomenon. In this paper, we both theoretically and empirically study whether including sponsored listings improves or hurts the overall quality and relevance of the set of products displayed to consumers. Our theoretical analysis reveals that the relevance of the ads to the consumers' search queries depends on the level of information asymmetry between the marketplace owner and the sellers who sell products with different degrees of relevance. Specifically, when information asymmetry is low (high), i.e., the platform can (cannot) easily distinguish between high- and low-relevance sellers, then low-relevance (high-relevance) sellers have a greater incentive to advertise. However, even when low-relevance products are displayed as ads, consumers end up finding well-matching products as long as search and evaluation costs are reasonable; therefore, the overall impact on sales is relatively small while the marketplace benefits from the additional revenue from selling ads. We obtain data from a large-scale field experiment run at Flipkart, a leading online marketplace in India, and find that various empirical patterns implied by our theoretical results hold in the data. Our study provides several practical implications for managers of online marketplaces.
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