Evidence map›Paper›PMID 41225365›Full record

ArticleBMC geriatrics2025

Cumulative social determinants of health and frailty risk in older adults.

Mingyue Xu, Weihua Chen, Zijin Li, Yunli Xing, Yuanyuan Shang, Chun Yang, Ying Sun

Abstract read
In one paragraph

Article in BMC geriatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
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

5 citing papers in PubMed.

  1. Review
  2. Observational
  3. Article
  4. Article
  5. Article
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

7 authors.

Mingyue Xu *Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
Weihua Chen *Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
Zijin Li *Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
Yunli XingBeijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
Yuanyuan ShangBeijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
Chun YangBeijing Anzhen hospital, Capital Medical University, Beijing, 100029, China. dlmuyc29@163.com.
Ying SunBeijing Friendship Hospital, Capital Medical University, Beijing, 100050, China. ysun15@163.com.

Funding

National Natural Science Foundation of China 82100351
6 · The paper itself

Abstract

backgroundFrailty is a growing global health challenge, leading to increased rates of adverse outcomes and higher healthcare costs. Its prevalence is particularly high among older adults. This study examined the relationship between social determinants of health (SDoH) and frailty in older adults.

methodThis study included 9,933 participants aged ≥ 65 years from the repeated cross-sectional National Health and Nutrition Examination Survey (NHANES), using data from 2003 to 2018, with different individuals sampled in each cycle. Weighted logistic regression models were used to examine the association between frailty and eight SDoH variables: education level, employment status, poverty-income ratio, food security, health insurance, access to healthcare, homeownership, and marital status. Stratified analyses were also conducted. Nonlinear associations were assessed using restricted cubic spline models. As a sensitivity analysis, we additionally examined the association between cumulative SDoH and pre-frailty (frailty index 0.10–0.20), using non-frail individuals as the reference group.

resultOf the participants, 3,868 were classified as frail, with a weighted total of 12,619,578 cases. Logistic regression revealed a 37% increase in the odds of prevalent frailty risk for each additional SDoH risk factor (AOR = 1.37; P < 0.001). The cumulative number of unfavorable SDoH was positively associated with frailty risk (P for trend < 0.001). Stratified analyses indicated that the impact of cumulative unfavorable SDoH on frailty was more pronounced in those aged 65–75 years (P for interaction < 0.001). In a sensitivity analysis using pre-frailty as the outcome, the associations with cumulative SDoH were weaker and not consistently significant.

conclusionThis study suggests that unfavorable SDoH are significantly associated with higher odds of frailty in older adults (≥ 65 years), with a more pronounced association in those aged 65–75 years.

Indexed as

Frail ElderlyFrailtySocial Determinants of HealthAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMaleNutrition SurveysRisk FactorsUnited StatesFrailtyNHANESSocial determinants of health

Identifiers

PMID41225365
PMCPMC12613642

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Registered trials

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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 OpenQuestion graph.