Assessment of Physical Resilience Using Residual Methods and Its Association With Adverse Outcomes in Older Adults

Author:

Zhang Hui1ORCID,Hao Meng12,Li Yi1ORCID,Hu Zixin3,Liu Zuyun4ORCID,Jiang Shuai5,Jin Li1,Wang Xiaofeng16ORCID

Affiliation:

1. Human Phenome Institute, Zhangjiang Fudan International Innovation Centre, Fudan University , Shanghai , China

2. Fudan Zhangjiang Institute , Shanghai , China

3. Artificial Intelligence Innovation and Incubation Institute, Fudan University , Shanghai , China

4. School of Public Health and the Second Affiliated Hospital, The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Zhejiang University School of Medicine , Hangzhou, Zhejiang , China

5. Department of Vascular Surgery, Shanghai Key Laboratory of Vascular Lesion Regulation and Remodeling, Shanghai Pudong Hospital, Fudan University Pudong Medical Center , Shanghai , China

6. National Clinical Research Centre for Aging and Medicine, Huashan Hospital, Fudan University , Shanghai , China

Abstract

Abstract Background and Objectives Physical resilience (PR) is recognized as the ability to recover from the adverse effects of a stressor. However, there is a lack of consensus on how to optimally measure PR in older adults in general. We aimed to measure PR using residuals from regression analyses and investigated its association with adverse outcomes in older adults. Research Design and Methods A total of 6 508 older adults were included from the National Health and Aging Trends Study, which was a population-based prospective cohort study. PR was assessed using residual methods from a linear model regressing the short physical performance battery on clinical diseases, age, sex, race/ethnicity, and health condition. Adverse outcomes included all-cause mortality, falls, and overnight hospitalization. Results The mean age was 77.48 (7.84) years. Increased PR was associated with a lower risk of all-cause mortality (hazard ratio [HR] = 0.85, 95% confidence interval [CI]: 0.83–0.87). Compared to participants with reduced PR, those with normal PR had a lower risk for mortality (HR = 0.51, 95% CI: 0.46–0.56). Specifically, restricted cubic spline regression revealed a dose–response relationship between PR and all-cause mortality (p-overall < .0001, p-nonlinear = .011). Additionally, we also found significant associations of increased PR with lower risks of falls (HR = 0.98, 95% CI: 0.96–0.99) and overnight hospitalization (HR = 0.98, 95% CI: 0.97–1.00). Discussion and Implications PR, measured by residual methods, was robustly and independently associated with all-cause mortality, falls, and overnight hospitalization. Our findings provide evidence that this approach may be a simple and feasible strategy to assess PR.

Funder

Shanghai Sailing Program

National Outstanding Youth Science Fund Project of National Natural Science Foundation of China

Shanghai Rising-Star Program

Publisher

Oxford University Press (OUP)

Subject

Life-span and Life-course Studies,Health Professions (miscellaneous),Health (social science)

Reference46 articles.

1. Physical resilience in older adults: systematic review and development of an emerging construct;Whitson,2016

2. Editorial: resilience and successful aging;Merchant,2022

3. Report: NIA workshop on measures of physiologic resiliencies in human aging;Hadley,2017

4. Physical resilience in older adults: potential use in promoting healthy aging;Li,2022

5. Resilience in clinical care: getting a grip on the recovery potential of older adults;Gijzel,2019

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