Evidence map›Paper›PMID 42518570›Full record

ArticleFrontiers in public health2026

Heterogeneity in postoperative intrinsic capacity trajectories in older adults with hip fractures: a prospective longitudinal study.

Wenya Qiang, Huolan Zhu, Chenni Dong, Xixi Zhang, Jiawei Fang, Qiaohui Ren, Zhijun Nie, Yulian Zhang

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Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Wenya QiangDepartment of Nursing, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
Huolan ZhuDepartment of Geriatrics, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
Chenni DongDepartment of Nursing, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
Xixi ZhangDepartment of Nursing, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
Jiawei FangDepartment of Geriatrics, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
Qiaohui RenDepartment of Geriatrics, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
Zhijun NieDepartment of Geriatrics, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
Yulian ZhangDirector's Office, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To investigate the group heterogeneity in postoperative intrinsic capacity (IC) recovery trajectories among older hip fracture (HF) patients and identify key independently associated factors. Methods: We conducted a prospective longitudinal study of 184 older patients following HF surgery at two tertiary hospitals. IC was assessed at 48 h, pre-discharge, 1 month, and 3 months post-surgery. A multi-state Markov model (MSM) was used to quantify transition intensity and probability between IC states, a latent class growth model (LCGM) was employed to identify heterogeneous trajectories of total IC scores, and predictors of trajectory categories were analyzed via multinomial logistic regression. Results: MSM revealed that patients in the "severe IC impairment" state had a 96.3% probability of remaining in that state throughout the 3-month follow-up. LCGM further identified three distinct recovery trajectories: the Higher-Level Growth Group (21.2%), the Medium-Level Improvement Group (36.9%), and the Lower-Level Stability Group (41.8%). Multivariate analysis indicated that age 60-69 years was significantly associated with increased odds of belonging to the Medium-Level Improvement Group (OR = 18.12, 95% CI: 4.22-77.86) and the Higher-Level Growth Group (OR = 3.33, 95% CI: 1.10-10.09) compared to the Lower-Level Stability Group. Normal plasma albumin was significantly associated with increased odds of belonging to the Medium-Level Improvement Group (OR = 7.07, 95% CI: 1.30-38.51). Conclusion: From a public health perspective, the identification of three distinct recovery trajectories provides an evidence-based framework for population-level risk stratification. The large subgroup (41.8%) with persistent severe impairment represents a high-risk population that may require targeted resource allocation for post-acute and long-term care. These findings support the development of tiered rehabilitation strategies at the health system level, aligning with the goals of healthy aging.

Indexed as

Hip FracturesRecovery of FunctionAgedAged, 80 and overFemaleHumansLongitudinal StudiesMalePostoperative PeriodProspective Studiesfrailtyhealthy aginghip fractureintrinsic capacityrecovery trajectory

Identifiers

PMID42518570
PMCPMC13381438

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.