ArticleBMC geriatrics2025
Cumulative social determinants of health and frailty risk in older adults.
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.
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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.
The trial behind it
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Who cites it
5 citing papers in PubMed.
- Public Health Policy Responses to Population Aging in Mexico: A Rights-Based and Socio-Legal Approach.Healthcare (Basel, Switzerland) · 2026Review
- Joint association of Insulin resistance and frailty index with incident ASCVD and MACE in individuals with cardiovascular-kidney-metabolic syndrome stages 0-3: a multi-cohort study.Cardiovascular diabetology · 2026Observational
- Associations between frailty severity and dietary quality and food security among older Korean adults: a cross-sectional study.BMC geriatrics · 2026Article
- Social and community determinants of living arrangements among older adults: the role of social support and mental health promotion.BMC geriatrics · 2026Article
- Association between combined atherogenic and frailty index and cardiovascular events: evidence from the CHARLS cohort.Cardiovascular diabetology · 2025Article
Corrections and comments
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Authors and funding
7 authors.
Funding
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.
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