{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,18]],"date-time":"2026-01-18T11:24:22Z","timestamp":1768735462835,"version":"3.49.0"},"reference-count":56,"publisher":"Oxford University Press (OUP)","issue":"2","license":[{"start":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T00:00:00Z","timestamp":1740528000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100013502","name":"Helsingin Sanomat Foundation","doi-asserted-by":"publisher","award":["20220085"],"award-info":[{"award-number":["20220085"]}],"id":[{"id":"10.13039\/501100013502","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,2,26]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>This research delves into the dualistic nature of datafication, revealing its capacity to both illuminate and mask realities within media organizations. Datafication, the strategic use of data in organizations, offers insights into, and transforms, how work and individual outcomes are perceived and evaluated. This study examines how data-centric practices\u2014embodied in metrics, rankings, and algorithms\u2014can skew the playing field, creating scenarios where workers may feel (un)fairly (dis)advantaged or (mis)represented. The findings indicate that while data can provide valuable insights fostering cooperation and learning, it can also create competition and apprehension among journalists. Through the concept of \u201ccoopetition\u201d we show how media professionals employ data opportunism to leverage information while also grappling with data skepticism amid potential misinterpretations and increased competition. Hence, the findings contribute to the research on datafication by demonstrating how workers utilize interpretative flexibility depending on what the data and metrics make visible.<\/jats:p>","DOI":"10.1093\/jcmc\/zmaf003","type":"journal-article","created":{"date-parts":[[2025,3,4]],"date-time":"2025-03-04T20:23:42Z","timestamp":1741119822000},"source":"Crossref","is-referenced-by-count":2,"title":["Between clicks and colleagues: the Janus-faced nature of data in the media industry"],"prefix":"10.1093","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4646-1529","authenticated-orcid":false,"given":"Rasa","family":"J\u00e4msen","sequence":"first","affiliation":[{"name":"Department of Language and Communication Studies, University of Jyv\u00e4skyl\u00e4, Finland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8531-8784","authenticated-orcid":false,"given":"Ward","family":"van Zoonen","sequence":"additional","affiliation":[{"name":"Jyv\u00e4skyl\u00e4 School of Business and Economics, University of Jyv\u00e4skyl\u00e4, Jyv\u00e4skyl\u00e4, Finland"},{"name":"Department of Communication Science, VU University, Amsterdam, the Netherlands"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7068-2260","authenticated-orcid":false,"given":"Anu","family":"Sivunen","sequence":"additional","affiliation":[{"name":"Department of Language and Communication Studies, University of Jyv\u00e4skyl\u00e4, Finland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6935-9386","authenticated-orcid":false,"given":"Mikko","family":"Villi","sequence":"additional","affiliation":[{"name":"Department of Language and Communication Studies, University of Jyv\u00e4skyl\u00e4, Finland"}]}],"member":"286","published-online":{"date-parts":[[2025,2,26]]},"reference":[{"key":"2025030810464134700_zmaf003-B1","doi-asserted-by":"publisher","DOI":"10.1177\/20539517231213827","article-title":"Everyday digital traces","volume":"10","author":"Armstrong","year":"2023","journal-title":"Big Data & Society"},{"key":"2025030810464134700_zmaf003-B2","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1177\/0094306118767649","article-title":"The sociology of quantification: Where are we now?","volume":"47","author":"Berman","year":"2018","journal-title":"Contemporary Sociology"},{"key":"2025030810464134700_zmaf003-B3","doi-asserted-by":"publisher","first-page":"833","DOI":"10.1080\/17512786.2016.1159921","article-title":"Unravelling data journalism: A study of data journalism practice in British newsrooms","volume":"10","author":"Borges-Rey","year":"2016","journal-title":"Journalism Practice"},{"key":"2025030810464134700_zmaf003-B4","volume-title":"Co-opetition","author":"Brandenburger","year":"1996"},{"key":"2025030810464134700_zmaf003-B5","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1287\/orsc.2019.1296","article-title":"Robust systems of cooperation in the presence of rankings: How displaying prosocial contributions can offset the disruptive effects of performance rankings","volume":"31","author":"Chambers","year":"2020","journal-title":"Organization Science"},{"key":"2025030810464134700_zmaf003-B6","doi-asserted-by":"publisher","first-page":"1382","DOI":"10.1086\/696137","article-title":"Counting clicks: Quantification and variation in web journalism in the United States and France","volume":"123","author":"Christin","year":"2018","journal-title":"The American Journal of Sociology"},{"key":"2025030810464134700_zmaf003-B7","volume-title":"Metrics at work. 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