Changing Their Tune: How Consumers' Adoption of Online Streaming Affects Music Consumption and Discovery

H. Datta, George Knox, Bart J. Bronnenberg
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引用次数: 192

Abstract

Constructing a unique panel data set of individual consumers’ listening behavior on digital music platforms, e.g., iTunes and Spotify, we study the effect of adopting streaming services on individual music consumption. Achieving quasi-randomization via a matching procedure, we estimate the changes in quantity, variety and new music discovery after adopting a streaming service like Spotify. Adopting streaming services leads to substantial increases in quantity, variety in any measure, plays of new content, and discovery of new favorites. It is also associated with a large drop in concentration. We document that adopting Spotify leads to more discovery of highly valued music. Relative to using iTunes, adopting Spotify raises repeat listening for consumers’ best new discoveries, although - consistently with the marginal variety on Spotify being free - lowers repeat listening for the average new discovery relative to non-adopters. We discuss the implications for platforms, labels, artists, and consumers.
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改变他们的调子:消费者对在线流媒体的采用如何影响音乐消费和发现
构建独特的个人消费者在数字音乐平台(如iTunes和Spotify)上的聆听行为面板数据集,研究采用流媒体服务对个人音乐消费的影响。通过匹配过程实现准随机化,我们估计了采用Spotify等流媒体服务后在数量、种类和新音乐发现方面的变化。采用流媒体服务可以在数量、种类、新内容播放和发现新宠方面大幅增加。它还与浓度大幅下降有关。我们证明,采用Spotify可以发现更多高价值的音乐。相对于使用iTunes,采用Spotify提高了消费者对最佳新发现的重复收听次数,尽管——与Spotify免费的边际品种一致——相对于不采用Spotify的用户,降低了对平均新发现的重复收听次数。我们讨论了对平台、厂牌、艺人和消费者的影响。
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