Publication:

Exploring users’ desire for transparency and control in news recommender systems: A five-nation study

Date

Date

Date
2024
Journal Article
Published version
cris.lastimport.scopus2025-06-23T03:37:10Z
cris.lastimport.wos2025-07-29T01:30:51Z
cris.virtual.orcidhttps://orcid.org/0000-0002-7815-0186
cris.virtual.orcidhttps://orcid.org/0000-0003-3332-9294
cris.virtualsource.orcid02422776-d50e-4819-92ce-18dbd31afe21
cris.virtualsource.orcid20b1526e-a818-4fe0-b6c7-810743f110a6
dc.contributor.institutionUniversity of Zurich
dc.date.accessioned2023-12-20T17:00:33Z
dc.date.available2023-12-20T17:00:33Z
dc.date.issued2024-10-01
dc.description.abstract

As news organizations increasingly adopt AI-driven technologies like news recommender systems (NRS), notions of responsible artificial intelligence (AI) design have attracted significant scholarly and public attention. Particularly, transparency and user control are crucial for the fulfilment of democratic freedoms and human rights. However, users’ desire for such features in NRS has not yet been sufficiently examined. Therefore, this study set out to comparatively examine how individual-level characteristics contribute to the desirability of transparency and user control in NRS across five nations (Netherlands, Poland, Switzerland, United Kingdom, United States; N = 5079). We show that the desire for features of responsible NRS is shaped by individual-level characteristics like NRS-related concerns and algorithmic awareness but does not always manifest equally across different national settings. By considering the audience’s view on features of responsible NRS, our study can be a stepping stone towards responsible journalistic AI.

dc.identifier.doi10.1177/14648849231222099
dc.identifier.issn1464-8849
dc.identifier.scopus2-s2.0-85180195532
dc.identifier.urihttps://www.zora.uzh.ch/handle/20.500.14742/212929
dc.identifier.wos001127331000001
dc.language.isoeng
dc.subjectNews recommender systems
dc.subjectnews personalization
dc.subjectuser attitudes
dc.subjectresponsible AI
dc.subjectcomparative research
dc.subjecttransparency
dc.subjectuser control
dc.subjectjournalistic AI
dc.subjectdigital journalism
dc.subjectaudience studies
dc.subject.ddc070 News media, journalism & publishing
dc.title

Exploring users’ desire for transparency and control in news recommender systems: A five-nation study

dc.typearticle
dcterms.accessRightsinfo:eu-repo/semantics/openAccess
dcterms.bibliographicCitation.journaltitleJournalism
dcterms.bibliographicCitation.number10
dcterms.bibliographicCitation.originalpublishernameSage Publications
dcterms.bibliographicCitation.pageend2021
dcterms.bibliographicCitation.pagestart2001
dcterms.bibliographicCitation.volume25
dspace.entity.typePublicationen
uzh.contributor.authorMitova, Eliza
uzh.contributor.authorBlassnig, Sina
uzh.contributor.authorStrikovic, Edina
uzh.contributor.authorUrman, Aleksandra
uzh.contributor.authorde Vreese, Claes H
uzh.contributor.authorEsser, Frank
uzh.contributor.correspondenceYes
uzh.contributor.correspondenceNo
uzh.contributor.correspondenceNo
uzh.contributor.correspondenceNo
uzh.contributor.correspondenceNo
uzh.contributor.correspondenceNo
uzh.document.availabilitypublished_version
uzh.eprint.datestamp2023-12-20 17:00:33
uzh.eprint.lastmod2025-07-29 01:51:37
uzh.eprint.statusChange2023-12-20 17:00:33
uzh.harvester.ethYes
uzh.harvester.nbNo
uzh.identifier.doi10.5167/uzh-251591
uzh.jdb.eprintsId31147
uzh.oastatus.unpaywallhybrid
uzh.oastatus.zoraHybrid
uzh.oatransformation.contractTRUE
uzh.oatransformation.contractDate01.01.2023-31.12.2023
uzh.oatransformation.contractIDSAGE2023
uzh.oatransformation.contractNameSage Journals
uzh.oatransformation.contractURLhttps://journals.sagepub.com/loi/JOU
uzh.publication.citationMitova, Eliza; Blassnig, Sina; Strikovic, Edina; Urman, Aleksandra; de Vreese, Claes H; Esser, Frank (2024). Exploring users’ desire for transparency and control in news recommender systems: A five-nation study. Journalism, 25(10):2001-2021.
uzh.publication.originalworkoriginal
uzh.publication.publishedStatusfinal
uzh.scopus.impact2
uzh.workflow.doajuzh.workflow.doaj.false
uzh.workflow.eprintid251591
uzh.workflow.fulltextStatuspublic
uzh.workflow.revisions45
uzh.workflow.rightsCheckoffen
uzh.workflow.sourceCrossref:10.1177/14648849231222099
uzh.workflow.statusarchive
uzh.wos.impact2
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