Research Brief

Spotify is Powerful. Is it Biased?

Black man uses a smartphone and laptop to browse the Spotify app.
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Spotify is both a popular and influential player in the music industry. Does its power come with bias? After reviewing Spotify’s New Music Friday playlists, University of Minnesota Carlson School of Management researchers found that, if anything, Spotify uses its platform to promote the underdog.

Recently published in the International Journal of Industrial Organization, this research found that independent-label music and female artists benefited most from an appearance on the playlist, which is a curated ranked list and is not based on stream counts. Overall, more than 5,700 songs assigned to more than 14,500 top 20 slots on the weekly New Music Friday playlist in 2017 were examined.

Researchers found that by comparing ranks to eventual streaming performances of songs:

  • about half of the relationship between curator ranking and eventual streaming is caused by the song’s rank on the playlist;
  • independent labels rank better than they performed streaming-wise, receiving an average boost of two ranks on the playlist; and
  • to a lesser extent, music by women received better ranks than their eventual on-platform streaming performances seemed to warrant, receiving a boost of 1.4 ranks.

"Despite challenges that independent-label artists and women face in the music industry, Spotify's New Music curation appears to favor them,” said Carlson School Professor and co-author Joel Waldfogel. “After accounting for the curators’ playlist ranks, songs by independent label artists stream less, indicating bias against major-label music.”

Researchers state these findings only apply to Spotify’s New Music Friday list and not to other existing lists. Further, they caution this bias in favor of independent label artists and women in New Music Friday playlists does not address the challenges these groups face. For instance, streams for music by women account for about a quarter of total streams, a share that is low compared to the number of women listening, among musicians and in the population as a whole. Instead, the takeaway is New Music Friday does not compound the challenges these groups face in the music industry.

Additionally, in a forthcoming paper in the Journal of Industrial Economics, Waldfogel and Luis Aguiar examined streams and playlist additions to major playlists at Spotify during 2017. What they found is that when music is added to or dropped from playlists like Today’s Top Hits or Viva Latino, streams of these songs jump up or down substantially. 

“Given the time that songs spend on these lists and the payments artists and their labels receive per stream, the impact of making these lists can be worth $100,000 in payments from Spotify alone,” said Waldfogel. “About a quarter of the total streams of songs making the biggest playlists is driven directly by having made the lists.”

Further, the most-followed playlists tend to promote music by already-established artists. Waldfogel and Aguiar determined that “about half of the relationship between curator ranking and eventual streaming is caused by the ranking.” So, being ranked #1 on the U.S. New Music Friday list adds streams worth $77,000.

Researcher/faculty social media: @JWaldfogel


About the Carlson School of Management

Located on the University of Minnesota Twin Cities campus, the Carlson School of Management exemplifies a commitment to excellence through a focus on experiential learning and international education, and by maintaining strong ties with the Minneapolis/Saint Paul business community. Through its undergraduate and graduate programs, the Carlson School offers access to world-renowned faculty members and an alumni network of 55,000 people. To learn more about the Carlson School of Management go to

Media Contacts

Rose Semenov

Carlson School of Management, Twin Cities

Andria Waclawski

University Public Relations