Evidence map›Paper›PMID 38024329›Full record

ArticleInnovation in aging2023

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

Hui Zhang, Meng Hao, Yi Li, Zixin Hu, Zuyun Liu, Shuai Jiang, Li Jin, Xiaofeng Wang

Open access · goldAbstract read
In one paragraph

Article in Innovation in aging, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.8field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Article
  3. Incomplete Ascertainment of Mortality in a Nationally Representative Longitudinal Study of Community-Living Older Americans.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Article
  4. Article
  5. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Hui ZhangHuman Phenome Institute, Zhangjiang Fudan International Innovation Centre, Fudan University, Shanghai, China.ORCID https://orcid.org/0000-0002-7358-5375
Meng HaoHuman Phenome Institute, Zhangjiang Fudan International Innovation Centre, Fudan University, Shanghai, China.
Yi LiHuman Phenome Institute, Zhangjiang Fudan International Innovation Centre, Fudan University, Shanghai, China.ORCID https://orcid.org/0000-0001-6286-9340
Zixin HuArtificial Intelligence Innovation and Incubation Institute, Fudan University, Shanghai, China.
Zuyun LiuSchool 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.ORCID https://orcid.org/0000-0001-6120-5913
Shuai JiangDepartment of Vascular Surgery, Shanghai Key Laboratory of Vascular Lesion Regulation and Remodeling, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China.
Li JinHuman Phenome Institute, Zhangjiang Fudan International Innovation Centre, Fudan University, Shanghai, China.
Xiaofeng WangHuman Phenome Institute, Zhangjiang Fudan International Innovation Centre, Fudan University, Shanghai, China.ORCID https://orcid.org/0000-0001-7333-8676
Fudan University · CNSecond Affiliated Hospital of Zhejiang University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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 ( 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.

Indexed as

All-cause mortalityFallsOvernight hospitalizationPhysical resilience

Identifiers

PMID38024329
PMCPMC10652184
OpenAlexW4387600544

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.