Role of underlying diffusion mechanism and information digitization in a global network of streaming music

Xinjie Lyu
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Abstract

Leveraging top charts in over 60 countries in the year 2017-2021 from the world’s largest streaming platform Spotify, I characterize music consumption patterns by constructing a global network of music diffusion between issuing countries and consuming countries. I adopt Hofstede’s Cultural Dimensions theory to explain the underlying mechanism of music diffusion. In particular, I find that cultural differences between countries are negatively correlated with music diffusion. Further investigation using network analysis suggests that the music diffusion is asymmetric across countries: music issued by countries in the central positions of the network exerts more influence than those from other countries in the peripheral positions. Moreover, using clustering analysis, I demonstrate that the similarity of music tastes between countries in terms of acoustic features is positively correlated with their cultural similarity. Through my findings, I identify the important role of national culture in alternatively explaining music diffusion beyond the existing beliefs of common language and geographic proximity, which may shed light on music production and promotion in the streaming music era.
潜在的传播机制和信息数字化在全球流媒体音乐网络中的作用
我利用全球最大的流媒体平台Spotify 2017-2021年60多个国家的音乐排行榜,通过构建发行国和消费国之间的全球音乐传播网络来表征音乐消费模式。我采用Hofstede的文化维度理论来解释音乐传播的潜在机制。特别是,我发现国家之间的文化差异与音乐传播呈负相关。使用网络分析的进一步调查表明,音乐在国家之间的传播是不对称的:处于网络中心位置的国家发布的音乐比处于边缘位置的其他国家发布的音乐具有更大的影响力。此外,使用聚类分析,我证明了国家之间的音乐品味在声学特征方面的相似性与他们的文化相似性呈正相关。通过我的发现,我确定了民族文化在替代解释音乐传播方面的重要作用,超越了共同语言和地理邻近的现有信念,这可能会为流媒体音乐时代的音乐制作和推广提供启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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