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Over seven years of research (\n            <jats:italic>n<\/jats:italic>\n            <jats:inline-formula content-type=\"math\/tex\">\n              <jats:tex-math notation=\"LaTeX\" version=\"MathJax\">\\(=\\)<\/jats:tex-math>\n            <\/jats:inline-formula>\n            153), we examined how socially-enabled personal informatics systems can support physical activity\u2014a behavior critical in promoting physical and mental health. We prioritized exploring this topic with families in low-socioeconomic status (SES) neighborhoods because they face increased barriers to being active due to inequities. Through our systems development, qualitative studies, and theoretical foundation, we developed the Socio-Cognitive Framework for Personal Health Informatics systems that shows how five socio-cognitive concepts (aspirations, data exposure, stories, belongingness, and impediments) influence self-efficacy and outcome expectations that are linked to health behavior. We then provide recommendations on how to design and evaluate such systems. We further argue that socially-enabled health informatics tools can support marginalized communities in reducing health disparities through the collective efforts of families, neighbors, and peers.\n          <\/jats:p>","DOI":"10.1145\/3674504","type":"journal-article","created":{"date-parts":[[2024,8,30]],"date-time":"2024-08-30T10:42:01Z","timestamp":1725014521000},"page":"1-41","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["Socio-Cognitive Framework for Personal Informatics: A Preliminary Framework for Socially-Enabled Health Technologies"],"prefix":"10.1145","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1148-7534","authenticated-orcid":false,"given":"Herman","family":"Saksono","sequence":"first","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2362-7717","authenticated-orcid":false,"given":"Andrea G.","family":"Parker","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology, Atlanta, GA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,8,30]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.4324\/9780429327681"},{"key":"e_1_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/BF02874555"},{"key":"e_1_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1111\/nin.12268"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/1979742.1979924"},{"key":"e_1_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1080\/08870449808407422"},{"key":"e_1_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295X.84.2.191"},{"key":"e_1_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1111\/1467-839X.00024"},{"key":"e_1_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1207\/S1532785XMEP0303_03"},{"key":"e_1_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/0749-5978(91)90022-L"},{"key":"e_1_3_1_11_2","volume-title":"Social Foundations of Thought and Action: A Social Cognitive Theory","author":"Bandura A.","year":"1986","unstructured":"A. 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