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ORIGINAL RESEARCH article

Front. Public Health

Sec. Aging and Public Health

Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1689869

Association Between Physical Activity Trajectories and Frailty in Older Adults: Evidence from the Health and Retirement Study

Provisionally accepted
Ran  YanRan Yan1*雅文  尹雅文 尹1Yizhen  HuYizhen Hu1Juxiang  YangJuxiang Yang1Hongchu  WangHongchu Wang2Yi  WangYi Wang3Gang  SongGang Song1*
  • 1Southwest University, Chongqing, China
  • 2South China Normal University, Guangzhou, China
  • 3Renmin University of China, Beijing, China

The final, formatted version of the article will be published soon.

Objective: To examine the association between long-term physical activity (PA) trajectories and the risk of frailty among middle-aged and older adults. Design: Prospective cohort analysis of the Health and Retirement Study (HRS, 2006–2018). PA patterns were identified using group-based trajectory modeling. Linear mixed-effects models and logistic regression analyses were employed to examine the associations between physical activity trajectories and changes in the frailty index, as well as the risk of incident frailty. Setting: Nationally representative community-dwelling adults in the United States. Participants: 14,843 individuals aged ≥50 years with complete PA and frailty data from Waves 8–14. Results: Five PA trajectories were identified: low decreasing (15.6%), moderate decreasing (36.8%), moderate increasing (14.7%), high decreasing (10.2%), and high stable (22.7%). At baseline, the high stable group had the youngest mean age (64.7 ± 9.5 years), lowest depressive symptoms (CES-D: 0.9 ± 1.5), and lowest BMI (27.4 ± 5.1), all with P < 0.001. Compared with the low decreasing group, all other groups exhibited significantly slower progression of frailty index scores and a reduced risk of incident frailty. Adjusted odds ratios (OR) for frailty were as follows: moderate decreasing group, 0.54 (95% CI, 0.47 to 0.61); moderate increasing group, 0.28 (95% CI, 0.23 to 0.34); high decreasing group, 0.18 (95% CI, 0.14 to 0.24); and high stable group, 0.17 (95% CI, 0.14 to 0.21). Conclusions: Participation in moderate to high levels of PA trajectories is significantly associated with a lower risk of frailty onset and a slower progression of frailty.

Keywords: physical activity, frailty risk, older adults, Group-based trajectory modeling, healthy aging

Received: 21 Aug 2025; Accepted: 06 Oct 2025.

Copyright: © 2025 Yan, 尹, Hu, Yang, Wang, Wang and Song. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Ran Yan, 1215520870@qq.com
Gang Song, songgang@aliyun.com

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