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How Spotify shapes our music listening habits with playlists

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Streaming Algorithms Spotify Music Playlists
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It’s a common assumption that music streaming has changed how we listen to music in a physical sense, but a new study has revealed just how streaming has impacted consumers’ listening tastes. The research, which focused on Spotify, has found that when people listen to music via streaming, they are more likely to listen to platform-generated playlists, especially those prominently featured on Spotify’s Search Page, instead of playlists created by third parties such as major music labels. The study also finds that users are more likely to listen to certain playlists as superstar artists are added to them, and featuring playlists prominently on Spotify attracts about two times more followers than the presence of major label superstars on playlists.

Image by cottonbro studio
Image by cottonbro studio

The research study, published in the INFORMS peer-reviewed journal Marketing Science, is titled, “What Drives Demand for Playlists on Spotify?” The authors of the study are Max Pachali and Hannes Datta, both of Tilburg University in the Netherlands.

“Before our work, little was known about how strongly users respond to the drivers of playlist demand,” says Datta. “We decided to more deeply explore the cause-and-effect nature and influence of curated playlists.”

The researchers found that Spotify users strongly value playlists that are featured in the app, where followers increase by about 1% if a playlist is included in a search page.

“This demonstrates Spotify’s ability to steer user engagement and listening behavior through its platform design,” said Pachali. “In comparison, we find that users are about half as sensitive to the addition of popular label artists. When a major label superstar is added to a playlist, it increases daily followers by about 0.5%.”

To conduct their research, the authors used data collected from Chartmetric.com, which tracked 34,483 playlists on Spotify from professional curators, including Spotify and other major and independent music labels. They then obtained daily data on a playlist’s number of followers from October 2019 to March 2020, along with information on which music track was available on a list and when. Ultimately, the researchers compiled comprehensive track-level data on about 2 million tracks.

“In the end, we found that playlist curators attract followers twice as easily when their list is featured on the search page, as when they add a music track from a major superstar,” says Datta. “These results imply that while superstar artists remain a relevant asset for major music labels, the professional curation of playlists in combination with the search function are even more powerful.”

Historically, major music labels controlled content distribution in the music industry and exerted their influence over how music was promoted and sold offline. This study confirms that today’s music streaming platforms now have greater influence over users’ listening behavior when compared to past practice.

Pachali concluye: “Para los actores de la industria, comprender las estrategias de curación de listas de reproducción (especialmente el papel del contenido de las superestrellas de los principales sellos discográficos y cómo los algoritmos de la plataforma priorizan las listas de reproducción en la página de búsqueda) es más importante que nunca”.

About INFORMS and Marketing Science
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INFORMS is the world’s largest association for professionals and students in operations research, AI, analytics, data science and related disciplines, serving as a global authority in advancing cutting-edge practices and fostering an interdisciplinary community of innovation. Marketing Science, a peer-reviewed journal published by INFORMS, focuses on quantitative research at the intersection of consumers and firms. INFORMS fosters smarter decision-making and innovation through its journals, conferences and professional resources. Learn more at INFORMS or @informs.

  • The paper What Drives Demand for Playlists on Spotify? was published in INFORMS

  • Catherine Tucker served as the senior editor for this article.

  • Funding: This work was supported by the Dutch Research Council [NWO 451-17-028] and the Tilburg Science Hub.

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