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February 8, 2026Television & New Media1 citations

Not That Personal: A Qualitative Study of Personalization Practices on Six European Public Streaming Services

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JLJesper LassenCICatalina IordacheDMDan Martin

Key Points

  • This study aims to examine personalization practices on public streaming services in Europe and their alignment with public service values.
  • Comparative empirical study of six European public service media organizations
  • Qualitative reverse engineering approach to interface analysis
  • Documentation of editorial practices and algorithmic recommendations across services
  • Most services exhibit light personalization in content recommendations
  • Personalization remains limited due to editorial practices and public service media values
  • Factors affecting personalization vary across diverse national contexts

Abstract

This article presents key findings from a comparative empirical study of content recommendation on the audiovisual streaming services of six European public service media (PSM) organizations. Due to growing competition with international subscription streaming services, the editorial practices of PSM are developing, combining editorial curation with algorithmic recommendations. Contributing to the fields of PSM, platformization and scheduling studies, the article presents findings from a qualitative reverse engineering approach to interface analysis. We document how the majority of the services exercise what we characterize as light personalization, and we highlight explanations for why the degree of personalization on the PSM streaming services, in most cases, is still limited. The comparative approach enables us to identify the factors most commonly at play across diverse national contexts. The article adds to theoretical debates about how personalization is constructed in a PSM context and discusses whether algorithmic personalization conflicts with PSM values.

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Cite This Study

Lassen et al. (2026) studied this question.

synapsesocial.com/papers/698828850fc35cd7a8848144https://doi.org/10.1177/15274764251415356
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