Evidence map›Paper›PMID 41675066›Full record

ArticleJournal of ageing and longevity2026

Comparing the Relationship Between Social Determinants of Health and Frailty Status of Medicare Beneficiaries in Rural and Urban Areas in the United States.

Hillary B Spangler, David H Lynch, Wenyi Xie, Nina Daneshvar, Haiyi Chen, Feng-Chang Lin, Elizabeth Vásquez, John A Batsis

Abstract read
In one paragraph

Article in Journal of ageing and longevity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Hillary B SpanglerDivision of Geriatric Medicine, UNC School of Medicine, Chapel Hill, NC 27599, USA.ORCID 0000-0003-4027-4113
David H LynchDivision of Geriatric Medicine, UNC School of Medicine, Chapel Hill, NC 27599, USA.ORCID 0000-0002-2512-9367
Wenyi XieDepartment of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
Nina DaneshvarDivision of Geriatric Medicine, UNC School of Medicine, Chapel Hill, NC 27599, USA.ORCID 0009-0000-2216-5605
Haiyi ChenDepartment of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
Feng-Chang LinDepartment of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.ORCID 0000-0002-2638-1775
Elizabeth VásquezDepartment of Epidemiology and Biostatistics, College of Integrated Health Science, University at Albany, Albany, NY 12222, USA.ORCID 0000-0003-1402-9712
John A BatsisDivision of Geriatric Medicine, UNC School of Medicine, Chapel Hill, NC 27599, USA.ORCID 0000-0002-0845-4416

Funding

Interdisciplinary Network on Rural Population Health and AgingR24AG065159 · NIA · PENNSYLVANIA STATE UNIVERSITY, THE · PI JENSEN, LEIF · 2019 to 2023
$1.9M
NIA NIH HHS R24 AG065159
6 · The paper itself

Abstract

Background: Frailty is a geriatric syndrome of increased physiological vulnerability, decreasing an older adult's ability to successfully cope with health stressors. Social determinants of health (SDOH), including rural residence, can amplify healthcare disparities for older adults due to less accessibility to resources and lead to worse health outcomes. While the impact of rurality on older adult health is well-established, little is known about how the interaction of SDOH and geographical residence impact frailty status in older adults. Methods: Older adults (65+ years) in the National Health and Aging Trend Study (2011-2021) were categorized using Fried's frailty phenotype (robust, pre-frail, frail). Rurality was defined using the 2013 Rural-Urban Continuum Codes. Generalized estimation equations with generalized logit link function determined the relationship between SDOH (healthcare access, community support, income, education) and frailty status. Results: Of Conclusions: Our findings suggest that geographic residence may modify the relationship between SDOH and frailty status in older adults, providing novel insight into the complexity of these interactions. This work is important for identifying modifiable areas where additional support interventions may be important for mitigating frailty development and progression for older adults with efforts at both the individual and system levels.

Indexed as

frailtyolder adultsruralsocial determinants of healthunmet needs

Identifiers

PMID41675066
PMCPMC12889953

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.