{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,12]],"date-time":"2026-11-12T18:30:35Z","timestamp":1794508235192,"version":"4.9.1"},"reference-count":69,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Aging"],"abstract":"Abstract<\/jats:title>\n \n Background<\/jats:title>\n Frailty is a dynamic geriatric syndrome associated with adverse health outcomes, yet its progression can be mitigated through targeted interventions.<\/jats:p>\n <\/jats:sec>\n \n Objective<\/jats:title>\n This study aimed to investigate predictors of frailty transitions in Chinese older adults, focusing on physical activity (PA) and physical function.<\/jats:p>\n <\/jats:sec>\n \n Methods<\/jats:title>\n Using data from the China Health and Retirement Longitudinal Study (CHARLS), we examined transitions between frailty states (robust, prefrail, and frail) from 2011 (baseline) to 2013 (follow-up) among 1014 participants aged 65 years and older. The following outcomes were assessed, including frailty using the physical frailty phenotype, PA using a modified International Physical Activity Questionnaire, and physical function using the Short Physical Performance Battery (SPPB) and handgrip strength. Ordinal logistic regression models were used to examine the relationship between PA, physical function, and frailty transitions.<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n \n Results showed that higher PA levels and better physical function reduced the likelihood of worsening frailty or increased the probability of transitioning to robustness. Key findings from the subgroup include: among robust individuals, greater handgrip strength predicted maintained robustness (average marginal effects [AME]=1.12%;\n P<\/jats:italic>\n =.02); in prefrail individuals, higher vigorous PA (AME=21.76%;\n P<\/jats:italic>\n =.04) and handgrip strength (AME=0.64%;\n P<\/jats:italic>\n =.003) increased transitions to robustness; for frail individuals, increased low-intensity PA (AME =22.48%;\n P<\/jats:italic>\n =.04) and higher SPPB walking subscores (AME=27.73%;\n P<\/jats:italic>\n =.02) promoted improvement to nonfrailty.\n <\/jats:p>\n <\/jats:sec>\n \n Conclusions<\/jats:title>\n These findings highlight the importance of tailored interventions based on baseline frailty status. Promoting PA and improving physical function, particularly muscle strength and mobility function, may help delay or reverse frailty progression.<\/jats:p>\n <\/jats:sec>","DOI":"10.2196\/75887","type":"journal-article","created":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T19:41:13Z","timestamp":1757965273000},"page":"e75887-e75887","source":"Crossref","is-referenced-by-count":11,"title":["The Role of Physical Activity and Physical Function in Predicting Physical Frailty Transitions in Chinese Older Adults: Longitudinal Observational Study From CHARLS"],"prefix":"10.2196","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8541-1842","authenticated-orcid":false,"given":"Ziwei","family":"Zeng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2090-1001","authenticated-orcid":false,"given":"Chun Liang","family":"Hsu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9992-7866","authenticated-orcid":false,"given":"Cindy Hui-ping","family":"Sit","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6821-4545","authenticated-orcid":false,"given":"Stephen Heung-sang","family":"Wong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5831-186X","authenticated-orcid":false,"given":"Yijian","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2025,9,15]]},"reference":[{"issue":"10367","key":"R1","doi-asserted-by":"publisher","first-page":"1967","DOI":"10.1016\/S0140-6736(22)01546-X","article-title":"The path to healthy ageing in China: a Peking University\u2013Lancet Commission","volume":"400","author":"Chen","journal-title":"The Lancet"},{"key":"R2","unstructured":"Mather M Kilduff L . 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