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It unravels how the impact of imprisonment on families is represented in or produced through policy discourses and other governance practices. It also demonstrates how SNS affordances enable affected families to resist and challenge the discourses and proffer alternatives strategies that can inform a transformational problematization model. The paper makes a third contribution by demonstrating how a methodologically innovative triangulation of computational and social science methods can be used to study the contributions of hard-to-reach populations such as the families of people in prison.<\/jats:p>","DOI":"10.1177\/0306624x221086559","type":"journal-article","created":{"date-parts":[[2022,4,22]],"date-time":"2022-04-22T09:00:11Z","timestamp":1650618011000},"page":"235-256","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["Critical Social Media Analysis: Problematising Online Policy Representations of the Impact of Imprisonment on Families"],"prefix":"10.1177","volume":"68","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1084-7796","authenticated-orcid":false,"given":"Pamela","family":"Ugwudike","sequence":"first","affiliation":[{"name":"University of Southampton, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yadira","family":"S\u00e1nchez-Benitez","sequence":"additional","affiliation":[{"name":"University of Southampton, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2022,4,22]]},"reference":[{"key":"bibr1-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1007\/s12115-017-0114-0"},{"key":"bibr2-0306624X221086559","volume-title":"Analysing policy: What\u2019s the problem represented to be","author":"Bacchi C.","year":"2009"},{"key":"bibr3-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1017\/UPO9780987171856.003"},{"key":"bibr4-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1177\/0091450917748760"},{"key":"bibr5-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1057\/978-1-137-52546-8"},{"key":"bibr6-0306624X221086559","volume-title":"Sociolinguistics and corpus linguistics","author":"Baker P.","year":"2010"},{"key":"bibr7-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1080\/15562948.2016.1257753"},{"key":"bibr8-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1111\/amet.12112"},{"key":"bibr9-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1016\/j.giq.2011.10.001"},{"key":"bibr10-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugpo.2019.07.020"},{"key":"bibr11-0306624X221086559","doi-asserted-by":"publisher","DOI":"10.1177\/0160597616643868"},{"key":"bibr12-0306624X221086559","unstructured":"Carr L. 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