Peer Recommendations, Consumption Variety, and Product Performance: Evidence from a Digital Music Platform

Johannes Loh
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Abstract

Users and suppliers of complementary products on digital platforms routinely face several non-trivial challenges due to an overload of information and fierce competition for attention. As such, effective management and governance mechanisms facilitating network effects and value co-creation with suppliers are an important determinant of a platform's competitive advantage. In the present study, we analyze a peer-based recommendation system on a digital music platform, arguing that it can facilitate the match between products' horizontal characteristics and users' idiosyncratic tastes or encourage users' exploration of new varieties, leading to an increase in products' performance. We derive predictions from a simple theoretical model of peer recommendations which we subsequently test at two levels of analysis. Our results provide strong evidence that peer recommendations indeed lead to increased performance of complementary products, and that they encourage users to extend the scope of the varieties they consume.
同行推荐、消费多样性和产品性能:来自数字音乐平台的证据
由于信息过载和对注意力的激烈竞争,数字平台上互补产品的用户和供应商经常面临一些重要的挑战。因此,促进网络效应和与供应商共同创造价值的有效管理和治理机制是平台竞争优势的重要决定因素。在本研究中,我们分析了数字音乐平台上基于同行的推荐系统,认为它可以促进产品的横向特征与用户的特殊口味之间的匹配,或者鼓励用户探索新品种,从而提高产品的性能。我们从一个简单的同行推荐理论模型中得出预测,我们随后在两个分析水平上进行测试。我们的研究结果提供了强有力的证据,证明同行推荐确实会提高互补产品的性能,并鼓励用户扩大他们消费的品种范围。
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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