Who gets heard?
Streaming makes music available on a vast scale, while recommendations direct attention towards a much smaller selection. The essay reads this distinction through Srnicek’s account of platform capitalism and Beer’s work on algorithmic power: listening supplies data, and the allocation of visibility has commercial value.
Work on cultural distinction helps frame the question of whether personalisation reproduces familiar tastes and unequal opportunities to be heard. The essay argues that catalogue size alone tells us little about the social organisation of musical discovery.
Listening with the algorithm
The discussion of autonomy draws on Cole’s published interviews with listeners. Playlist curation and deliberate searches for unfamiliar music give users ways to negotiate recommendations. Yet those actions also generate data for the platform. The excerpt below develops this difficulty: awareness of an algorithm does not place the listener outside the system that organises attention.
From the original essay
Focusing on user agency within algorithmic systems, this passage connects listeners’ limited autonomy to the essay’s wider concern with unequal cultural visibility.
While algorithms exert structural power over cultural visibility and attention, users within streaming environments are not entirely passive. Cole’s (2024) interviews reveal a spectrum of algorithmic awareness: some listeners treat recommendation systems as convenient guides, while others recognise and attempt to subvert their influence. Acts such as curating personal playlists or deliberately seeking out unfamiliar music become ways of reclaiming autonomy within an automated ecology. Yet this autonomy is never absolute—it emerges in negotiation with the system’s logics rather than outside them.
Jenkins, Ford, and Green’s (2013) notion of participatory culture helps to frame this negotiation. Users engage in practices of re-circulation and self-curation that reassert creative agency, transforming consumption into a form of participation. However, as Fuchs (2014) cautions, such participation remains embedded in capitalist infrastructures. The data generated by these seemingly resistant acts—skipping, liking, resharing—feeds back into the same algorithmic economy that structures attention and value. Agency, then, exists but is circumscribed: it is an agency that operates through rather than against the system.
Approach and scope
A theoretical essay for Popular Music, Technology and Society, developed through published scholarship on platforms, music consumption and user participation.
Original assignment question
What sociological issues are raised by the advent of music streaming services? Focus on one of these in your answer: recommender algorithms, music taste, music styles and genres, fair pay for musicians.
Presented under an editorial title.