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A Balancing Act : How Media Professionals Perceive the Implementation of News Recommender Systems

Blassnig, Sina; Strikovic, Edina; Mitova, Eliza; Urman, Aleksandra; Hannak, Aniko; de Vreese, Claes; Esser, Frank (2025). A Balancing Act : How Media Professionals Perceive the Implementation of News Recommender Systems. Digital Journalism, 13(4):745-773.

Abstract

News recommender systems (NRS), the algorithmic automation and personalization of news recommendations, may benefit both media producers and users. Yet, they raise concerns about the quality, diversity, and responsibility of journalism. Despite growing research, empirical investigations on news media’s employment of NRS have remained scarce, particularly in small media markets and across different organizational types. To better understand how and why news organizations implement NRS, what benefits and concerns media professionals see, and how the perceived impact of NRS relates to how media professionals imagine their audience, we conducted qualitative interviews with 36 media professionals across two national contexts (CH and NL) and different types of news organizations. Overall, media professionals see the implementation of NRS as a balancing act between co-orientation with and demarcation from other news organizations and intermediaries. The perceived impact on users depends on media professionals’ imagined audiences.

Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:06 Faculty of Arts > Department of Communication and Media Research
08 Research Priority Programs > Digital Society Initiative
Dewey Decimal Classification:070 News media, journalism & publishing
Scopus Subject Areas:Social Sciences & Humanities > Communication
Language:English
Date:21 April 2025
Deposited On:11 Dec 2024 12:05
Last Modified:30 Jun 2025 02:05
Publisher:Taylor & Francis
ISSN:2167-0811
OA Status:Hybrid
Free access at:Publisher DOI. An embargo period may apply.
Publisher DOI:https://doi.org/10.1080/21670811.2023.2293933
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  • Content: Published Version
  • Language: English
  • Licence: Creative Commons: Attribution 4.0 International (CC BY 4.0)

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