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Structural equation modeling was employed for data analysis.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>Empirical findings demonstrate that health app quality positively affects self-regulation with respect to health app usage, health information literacy and physical activity. Taken together, these self-regulated behaviors drive health-related outcomes for health status and life satisfaction.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>This study advances extant literature on health app usage through the application of self-regulation theory to investigate the effects of technological interventions in healthcare. Findings offer practical implications for how health apps can be leveraged to realize positive health-related outcomes.<\/jats:p><\/jats:sec>","DOI":"10.1108\/intr-09-2020-0485","type":"journal-article","created":{"date-parts":[[2022,5,13]],"date-time":"2022-05-13T08:26:01Z","timestamp":1652430361000},"page":"1097-1130","source":"Crossref","is-referenced-by-count":7,"title":["Advancing health-related abilities and behaviors via health apps: a\u00a0large-scale survey from self-regulation perspective"],"prefix":"10.1108","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5166-3141","authenticated-orcid":false,"given":"Shaoxiong","family":"Fu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Fang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8705-4164","authenticated-orcid":false,"given":"Zhao","family":"Cai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3317-8406","authenticated-orcid":false,"given":"Eric Tze Kuan","family":"Lim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4245-541X","authenticated-orcid":false,"given":"Chee-Wee","family":"Tan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haiping","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","published-online":{"date-parts":[[2022,5,16]]},"reference":[{"issue":"2","key":"key2022070106501036600_ref001","first-page":"178","article-title":"Understanding supplement use: an application of temporal self-regulation theory","volume":"23","year":"2017","journal-title":"Psychology, Health and Medicine"},{"key":"key2022070106501036600_ref002","unstructured":"American Council on Education (2018), \u201cThe mental and physical well-being of incoming freshmen: three decades of research\u201d, available at: https:\/\/www.higheredtoday.org\/2018\/09\/06\/mental-physical-well-incoming-freshmen-three-decades-research (accessed 21 June 2020)."},{"key":"key2022070106501036600_ref003","unstructured":"American Council on Education (2020), \u201cCollege student mental health and well-being\u201d, available at: https:\/\/www.higheredtoday.org\/policy-research\/student-support-success\/college-student-mental-health-well (accessed 22 June 2020)."},{"key":"key2022070106501036600_ref004","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.genhosppsych.2017.06.005","article-title":"Effects of a randomized exercise trial on physical activity, psychological distress and quality of life in older adults","volume":"49","year":"2017","journal-title":"General Hospital Psychiatry"},{"issue":"2","key":"key2022070106501036600_ref005","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1111\/j.1464-0597.2005.00208.x","article-title":"The primacy of self-regulation in health promotion","volume":"54","year":"2005","journal-title":"Applied Psychology"},{"issue":"4","key":"key2022070106501036600_ref006","first-page":"e263","article-title":"The role of information in a lifetime process: a model of weight maintenance by women over long time periods","volume":"11","year":"2006","journal-title":"Information Research"},{"issue":"2","key":"key2022070106501036600_ref007","first-page":"285","article-title":"The partial least squares (PLS) approach to causal modeling: personal computer adoption and use as an illustration","volume":"2","year":"1995","journal-title":"Technology Studies"},{"issue":"2","key":"key2022070106501036600_ref008","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1080\/1359866X.2019.1599098","article-title":"Changes in teachers' epistemic cognition about self\u2013regulated learning as they engaged in a researcher-facilitated professional learning community","volume":"48","year":"2020","journal-title":"Asia-Pacific Journal of Teacher Education"},{"issue":"3","key":"key2022070106501036600_ref009","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1080\/0144929X.2011.563798","article-title":"Design of a patient-centric, service-oriented health care navigation system for a local health integration network","volume":"31","year":"2012","journal-title":"Behaviour and Information Technology"},{"key":"key2022070106501036600_ref010","unstructured":"Biddle, S.J.H., Fox, K.R., Boutcher, S.H. and Faulkner, G.E. 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