{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T14:27:28Z","timestamp":1760711248231,"version":"3.41.2"},"reference-count":31,"publisher":"Oxford University Press (OUP)","issue":"6","license":[{"start":{"date-parts":[[2023,9,10]],"date-time":"2023-09-10T00:00:00Z","timestamp":1694304000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,9,10]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>The recently forwarded Personal Social Media Ecosystem Framework (PSMEF) allows researchers to study social media in terms of generalized types of user interfaces. This study formally extended the PSMEF via the Digital User Interface Model and replicated previous work by evidencing the existence of new (e.g., Overtly Algorithmic Content Pages) and validating previously identified types of user interfaces (e.g., Home Pages and Chats\/Messages) that make up individuals\u2019 personal social media environments. Using topic modeling (i.e., Latent Dirichlet Allocation) and a novel mixed methods approach (i.e., schematic semantic network analysis), we quantitatively evidenced four distinct classes of user interfaces based on open-ended descriptions that participants provided for six popular social media platforms (i.e., Instagram, Snapchat, Facebook, Twitter, TikTok, and YouTube). Results inform on the qualitative differences between distinct user interface classes that underwrite users\u2019 experiences over social media, with implications for conceptualization and operationalization related to social media use.<\/jats:p>","DOI":"10.1093\/jcmc\/zmad036","type":"journal-article","created":{"date-parts":[[2023,9,10]],"date-time":"2023-09-10T17:19:53Z","timestamp":1694366393000},"source":"Crossref","is-referenced-by-count":2,"title":["A replication and extension of the Personal Social Media Ecosystem Framework"],"prefix":"10.1093","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0005-0871","authenticated-orcid":false,"given":"Michael C","family":"Carter","sequence":"first","affiliation":[{"name":"Digital Wellness Lab, Boston Children\u2019s Hospital , Boston, USA"}]},{"given":"Drew P","family":"Cingel","sequence":"additional","affiliation":[{"name":"Department of Communication, University of California, Davis , Davis, USA"}]},{"given":"Samantha L","family":"Vigil","sequence":"additional","affiliation":[{"name":"Department of Communication, University of California, Davis , Davis, USA"}]},{"given":"Jeanette B","family":"Ruiz","sequence":"additional","affiliation":[{"name":"Department of Communication, University of California, Davis , Davis, USA"}]}],"member":"286","published-online":{"date-parts":[[2023,9,10]]},"reference":[{"issue":"2","key":"2023091017194498900_zmad036-B1","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1111\/j.1460-2466.2010.01487.x","article-title":"Measuring quality in communication doctoral education using student placement","volume":"60","author":"Barnett","year":"2010","journal-title":"Journal of Communication"},{"issue":"1","key":"2023091017194498900_zmad036-B2","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1609\/icwsm.v3i1.13937","article-title":"Gephi: An open-source software for exploring and manipulating networks","volume":"3","author":"Bastian","year":"2009","journal-title":"Proceedings of the International AAAI Conference on Weblogs and Social Media"},{"key":"2023091017194498900_zmad036-B3","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1146\/annurev-psych-010419-050944","article-title":"Social media elements, ecologies, and effects","volume":"71","author":"Bayer","year":"2020","journal-title":"Annual Review of Psychology"},{"key":"2023091017194498900_zmad036-B4","doi-asserted-by":"crossref","first-page":"10763","DOI":"10.1038\/s41598-020-67727-7","article-title":"The effect of social media on well-being differs from adolescent to adolescent","volume":"10","author":"Beyens","year":"2020","journal-title":"Scientific Reports"},{"issue":"1","key":"2023091017194498900_zmad036-B5","doi-asserted-by":"crossref","DOI":"10.1177\/20563051221086241","article-title":"Why\u2019s everyone on TikTok now? 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