{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T23:50:07Z","timestamp":1774309807201,"version":"3.50.1"},"reference-count":55,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2024,1,8]],"date-time":"2024-01-08T00:00:00Z","timestamp":1704672000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000269","name":"Economic and Social Research Council","doi-asserted-by":"publisher","award":["ES\/V011278\/1"],"award-info":[{"award-number":["ES\/V011278\/1"]}],"id":[{"id":"10.13039\/501100000269","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Big Data &amp; Society"],"published-print":{"date-parts":[[2024,3]]},"abstract":"<jats:p> In this paper, we demonstrate how social media technologies can co-produce data-related harms unless preventative measures are instituted. To this end, we draw on a passive ethnography of a public Facebook group in the UK practicing sharenting which occurs when parents and guardians post sensitive and identifying information about children in their care on social media. Theoretically, we draw on the \u2018harm translation\u2019 concept from digital criminology and the \u2018seductions of crime\u2019 perspective from cultural criminology. Further we analyse documents on the operations of Facebook's content filtering algorithms published by Meta (Facebook's parent company). With insights from these sources, we demonstrate how platform technologies go beyond facilitation to the inadvertent co-production of harm via embedded mediative properties that shape user perception and action. We show that, in the specific context of sharenting, the properties invite rather than simply facilitate the practice and can also invite subsequent misuses of child-centric data. Through our analysis of these dynamics, we set out an empirical basis for challenging reductive depictions of social media technologies as solely facilitative of human action including harmful conduct. We also outline our vision to integrate insights from the analysis into a new sociotechnical harm prevention framework informed by Natural Language Processing approaches. <\/jats:p>","DOI":"10.1177\/20539517231219243","type":"journal-article","created":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T07:50:37Z","timestamp":1704786637000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":7,"title":["Sharenting and social media properties: Exploring vicarious data harms and sociotechnical mitigations"],"prefix":"10.1177","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1084-7796","authenticated-orcid":false,"given":"Pamela","family":"Ugwudike","sequence":"first","affiliation":[{"name":"Department of Sociology, Social Policy and Criminology, University of Southampton, Southampton, UK"}]},{"given":"Silke","family":"Roth","sequence":"additional","affiliation":[{"name":"Department of Sociology, Social Policy and Criminology, University of Southampton, Southampton, UK"}]},{"given":"Anita","family":"Lavorgna","sequence":"additional","affiliation":[{"name":"Department of Political and Social Sciences, University of Bologna, Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8305-8176","authenticated-orcid":false,"given":"Stuart E.","family":"Middleton","sequence":"additional","affiliation":[{"name":"School of Electronics and Computer Science, University of Southampton, Southampton, UK"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7636-2863","authenticated-orcid":false,"given":"Natalie","family":"Djohari","sequence":"additional","affiliation":[{"name":"Department of Sociology, Social Policy and Criminology, University of Southampton, Southampton, UK"}]},{"given":"Morena","family":"Tartari","sequence":"additional","affiliation":[{"name":"Department of Philosophy, Sociology, Pedagogy, and Applied Psychology, University of Padua, Padua, Italy"}]},{"given":"Arpan","family":"Mandal","sequence":"additional","affiliation":[{"name":"School of Electronics and Computer Science, University of Southampton, Southampton, UK"}]}],"member":"179","published-online":{"date-parts":[[2024,1,8]]},"reference":[{"key":"bibr2-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/2056305117707191"},{"issue":"4","key":"bibr3-20539517231219243","first-page":"771","volume":"10","author":"Angers J","year":"2005","journal-title":"The Qualitative Report"},{"key":"bibr4-20539517231219243","unstructured":"AOIR (2019) Internet Research: Ethical Guidelines 3.0 (2019) https:\/\/aoir.org\/reports\/ethics3.pdf."},{"issue":"1","key":"bibr5-20539517231219243","first-page":"53","volume":"4","author":"Bez\u00e1kov\u00e1 Z","year":"2021","journal-title":"Media Literacy and Academic Research"},{"issue":"1","key":"bibr6-20539517231219243","first-page":"53","volume":"4","author":"Bez\u00e1kov\u00e1 Z","year":"2021","journal-title":"Media Literacy and Academic Research"},{"key":"bibr7-20539517231219243","doi-asserted-by":"publisher","DOI":"10.3316\/QRJ0902027"},{"key":"bibr8-20539517231219243","doi-asserted-by":"publisher","DOI":"10.15804\/tner.2018.54.4.06"},{"key":"bibr9-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/1461444812440159"},{"key":"bibr10-20539517231219243","first-page":"233","volume-title":"The SAGE Handbook of Social media","author":"Bucher T","year":"2017"},{"key":"bibr11-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/1744987120927206"},{"key":"bibr12-20539517231219243","doi-asserted-by":"publisher","DOI":"10.3389\/fsoc.2023.1119531"},{"key":"bibr13-20539517231219243","volume-title":"Bryman\u2019s social research methods","author":"Clark T","year":"2021"},{"key":"bibr14-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1080\/10720160008400204"},{"key":"bibr15-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v11i1.14955"},{"key":"bibr16-20539517231219243","doi-asserted-by":"publisher","DOI":"10.4324\/9781003080343"},{"key":"bibr17-20539517231219243","first-page":"1","volume":"119","author":"European Union","year":"2016","journal-title":"Official Journal of the European Union"},{"key":"bibr18-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/160940690600500107"},{"key":"bibr19-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/1477370819887305"},{"key":"bibr20-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/2053951719897945"},{"key":"bibr21-20539517231219243","unstructured":"Hamilton IA (2022) AI is not smart enough to solve Meta\u2019s content-policing problems, whistle-blowers say. https:\/\/www.businessinsider.com\/meta-facebook-ai-cannot-solve-moderation-frances-haugen-daniel-motaung-2022-6?r=US&IR=T."},{"key":"bibr22-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1007\/s10826-017-0716-6"},{"key":"bibr23-20539517231219243","unstructured":"He P, Gao J, Chen W (2023) DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing, The Eleventh International Conference on Learning Representations. Available at: https:\/\/openreview.net\/forum?id=sE7-XhLxHA."},{"key":"bibr24-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1080\/15405702.2020.1744610"},{"key":"bibr25-20539517231219243","volume-title":"Seductions of Crime","author":"Katz J","year":"1988"},{"key":"bibr26-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1007\/s12144-021-01986-z"},{"key":"bibr27-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/2056305120969877"},{"key":"bibr29-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780199256044.001.0001"},{"key":"bibr30-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/14773708221131659"},{"key":"bibr31-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1080\/09720073.2016.11892031"},{"key":"bibr32-20539517231219243","unstructured":"Martindale S (2014) Obsessive \u2018sharenting\u2019 could be more than digital narcissism. The Conversation. Available at: https:\/\/theconversation.com\/obsessive-sharenting-could-be-more-than-digital-narcissism-30331."},{"key":"bibr33-20539517231219243","volume-title":"Personalized Advertising and Privacy Are Not at Odds","author":"Mata","year":"2020"},{"key":"bibr34-20539517231219243","unstructured":"Meta (2018) Bringing People Closer Together. https:\/\/about.fb.com\/news\/2018\/01\/news-feed-fyi-bringing-people-closer-together\/"},{"key":"bibr36-20539517231219243","unstructured":"Meta (2021) How Does News Feed Predict What You Want to See? https:\/\/about.fb.com\/news\/2021\/01\/how-does-news-feed-predict-what-you-want-to-see\/"},{"key":"bibr37-20539517231219243","unstructured":"Meta AI (2019a) DLRM: An advanced, open-source deep-learning recommendation model. https:\/\/ai.facebook.com\/blog\/dlrm-an-advanced-open-source-deep-learning-recommendation-model\/"},{"key":"bibr35-20539517231219243","unstructured":"Meta (2019b) Updates to Video Rankinghttps:\/\/about.fb.com\/news\/2019\/05\/updates-to-video-ranking\/"},{"key":"bibr1-20539517231219243","unstructured":"Meta (2023) How AI Influences What You See on Facebook and Instagram. https:\/\/about.fb.com\/news\/2023\/06\/how-ai-ranks-content-on-facebook-and-instagram\/"},{"key":"bibr38-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1145\/3394332.3402838"},{"key":"bibr39-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1145\/3511597"},{"key":"bibr40-20539517231219243","doi-asserted-by":"publisher","DOI":"10.4135\/9781071802878"},{"key":"bibr41-20539517231219243","volume-title":"The Psychology of Everyday Things","author":"Norman DA","year":"1988"},{"key":"bibr42-20539517231219243","unstructured":"Pierre R (2022) \u2018Sharenting\u2019 your child\u2019s struggles online is abuse. The Independent. Available at: https:\/\/www.independent.co.uk\/voices\/sharenting-parenting-social-media-consent-b2063895.html."},{"key":"bibr43-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-65916-5_21"},{"key":"bibr44-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1145\/3472291"},{"key":"bibr45-20539517231219243","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.eacl-main.20"},{"key":"bibr46-20539517231219243","first-page":"57","volume":"175","author":"Schneider C","year":"2012","journal-title":"BC Studies: The British Columbian Quarterly"},{"key":"bibr47-20539517231219243","volume-title":"A Matter of Record","author":"Scott J","year":"1990"},{"key":"bibr48-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1177\/10776990221129245"},{"key":"bibr49-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1080\/23254823.2017.1333442"},{"key":"bibr50-20539517231219243","volume-title":"Twitter and Tear Gas. The Power and Fragility of Networked Protest","author":"Tufekci Z","year":"2017"},{"key":"bibr51-20539517231219243","doi-asserted-by":"publisher","DOI":"10.5204\/ijcjsd.2189"},{"key":"bibr52-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0203794"},{"key":"bibr53-20539517231219243","volume-title":"The Routledge Handbook of Language and Digital Communication","author":"Varis P","year":"2016"},{"key":"bibr54-20539517231219243","doi-asserted-by":"publisher","DOI":"10.5325\/j.ctv14gp4w7"},{"key":"bibr55-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2021.106939"},{"key":"bibr56-20539517231219243","doi-asserted-by":"publisher","DOI":"10.1093\/bjc\/azac095"}],"container-title":["Big Data &amp; Society"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/20539517231219243","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/20539517231219243","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/20539517231219243","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,28]],"date-time":"2025-02-28T21:14:42Z","timestamp":1740777282000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1177\/20539517231219243"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,8]]},"references-count":55,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,3]]}},"alternative-id":["10.1177\/20539517231219243"],"URL":"https:\/\/doi.org\/10.1177\/20539517231219243","relation":{},"ISSN":["2053-9517","2053-9517"],"issn-type":[{"value":"2053-9517","type":"print"},{"value":"2053-9517","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1,8]]},"article-number":"20539517231219243"}}