Datafied news work: A scoping literature review

This article presents a scoping review of 20 years of research literature on datafied news work, synthesising and discussing the scholarly knowledge of how the news industry makes use of digital data. The review is structured around the five “spaces of datafication” of the news industry, which allow...

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Main Authors: Kammer Aske, Kristensen Lisa Merete, Petrucci Elisabetta
Format: Article
Language:English
Published: Sciendo 2025-05-01
Series:Nordicom Review
Subjects:
Online Access:https://doi.org/10.2478/nor-2025-0009
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author Kammer Aske
Kristensen Lisa Merete
Petrucci Elisabetta
author_facet Kammer Aske
Kristensen Lisa Merete
Petrucci Elisabetta
author_sort Kammer Aske
collection DOAJ
description This article presents a scoping review of 20 years of research literature on datafied news work, synthesising and discussing the scholarly knowledge of how the news industry makes use of digital data. The review is structured around the five “spaces of datafication” of the news industry, which allows for a holistic look at datafied news work and for accounting for the different uses of data in different areas of the organisations. Our dataset consists of 32 peer-reviewed publications on datafied news work, which have been identified through a combination of a systematic literature search in the Scopus database and a systematic sampling of key non-indexed Nordic journals and publishers. The scope is Nordic, situating the notion of datafied news work in the media-systemic context of the democratic corporatist model. In conclusion, what the research shows is that while different kinds of data are used across news organisations, data are consistently regarded as a resource; what changes, dependent upon the specific organisational context, is the understanding of when and how they constitute resources.
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institution Kabale University
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series Nordicom Review
spelling doaj-art-5475e348fc90413d964fa0929487d25a2025-08-20T04:02:18ZengSciendoNordicom Review2001-51192025-05-0146s18410710.2478/nor-2025-0009Datafied news work: A scoping literature reviewKammer Aske0Kristensen Lisa Merete1Petrucci Elisabetta2Department of Communication and Arts, Roskilde University, DenmarkDepartment of Communication and Arts, Roskilde University, DenmarkDepartment of Communication and Arts, Roskilde University, DenmarkThis article presents a scoping review of 20 years of research literature on datafied news work, synthesising and discussing the scholarly knowledge of how the news industry makes use of digital data. The review is structured around the five “spaces of datafication” of the news industry, which allows for a holistic look at datafied news work and for accounting for the different uses of data in different areas of the organisations. Our dataset consists of 32 peer-reviewed publications on datafied news work, which have been identified through a combination of a systematic literature search in the Scopus database and a systematic sampling of key non-indexed Nordic journals and publishers. The scope is Nordic, situating the notion of datafied news work in the media-systemic context of the democratic corporatist model. In conclusion, what the research shows is that while different kinds of data are used across news organisations, data are consistently regarded as a resource; what changes, dependent upon the specific organisational context, is the understanding of when and how they constitute resources.https://doi.org/10.2478/nor-2025-0009dataficationjournalismliterature reviewnews work
spellingShingle Kammer Aske
Kristensen Lisa Merete
Petrucci Elisabetta
Datafied news work: A scoping literature review
Nordicom Review
datafication
journalism
literature review
news work
title Datafied news work: A scoping literature review
title_full Datafied news work: A scoping literature review
title_fullStr Datafied news work: A scoping literature review
title_full_unstemmed Datafied news work: A scoping literature review
title_short Datafied news work: A scoping literature review
title_sort datafied news work a scoping literature review
topic datafication
journalism
literature review
news work
url https://doi.org/10.2478/nor-2025-0009
work_keys_str_mv AT kammeraske datafiednewsworkascopingliteraturereview
AT kristensenlisamerete datafiednewsworkascopingliteraturereview
AT petruccielisabetta datafiednewsworkascopingliteraturereview