Evidence map›Paper›PMID 40515480›Full record

ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2025

Geographic disparities in unpaid caregiving.

Emma Kathryn Boswell, Monique J Brown, Lorie Donelle, Nicholas Yell, Taryn Farrell, Peiyin Hung, Elizabeth Crouch

Abstract read
In one paragraph

Article in The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Geographic disparities in unpaid caregiving.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    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.

Emma Kathryn BoswellUniversity of South Carolina Rural Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.ORCID https://orcid.org/0009-0006-3704-1182
Monique J BrownDepartment of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
Lorie DonelleDepartment of Biobehavioral Health & Nursing Science, College of Nursing, University of South Carolina, Columbia, South Carolina, USA.
Nicholas YellUniversity of South Carolina Rural Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
Taryn FarrellUniversity of South Carolina Rural Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
Peiyin HungUniversity of South Carolina Rural Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.ORCID https://orcid.org/0000-0002-1529-0819
Elizabeth CrouchUniversity of South Carolina Rural Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.ORCID https://orcid.org/0000-0002-5380-8391

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeAn updated, nationally representative examination of rural-urban differences in the experiences, health, and well-being of caregivers is needed; previous research on this topic uses older data or has limited generalizability. This study examines rural-urban differences in the characteristics, experiences, and health of caregivers.

methodsThe 2021-2022 Behavioral Risk Factor Surveillance System (n = 44,274 unpaid caregivers) was used, with rurality defined according to the 2013 National Center for Health Statistics (NCHS) Urban-Rural Classification Scheme. Chi-square tests compared rural-urban differences in these caregivers' characteristics, including demographic factors, caregiving intensity (e.g., weekly hours spent caregiving, reason for caregiving, past-month ADL/IADL assistance), caregiver's health (e.g., general health status and past month physical health, mental health, and limited activity), and caregiver's health behavior (chronic illness, smoking status, binge drinking, and annual checkups).

findingsCompared to urban caregivers, rural caregivers were more likely to have at least one chronic condition (58.3% vs. 53.2%; p < 0.0001), be obese (42.9% vs. 37.5%; p < 0.0001), be a smoker (24.2% vs. 15.5%; p < 0.0001), and less likely to be a binge drinker (12.7% vs. 15.3%; p = 0.003). Compared to urban caregivers, rural caregivers were more likely to report their general health status as fair/poor (20.3% vs. 17.0%, p = 0.0003) and were more likely to report 14 or more days of poor physical health in the past month (15.6% vs. 12.0%, p < 0.0001).

conclusionsUnderstanding geographic disparities in the experiences and context of unpaid caregiving is needed to improve their overall well-being and health. Future research will be necessary to determine factors associated with these outcomes.

Indexed as

CaregiversRural PopulationAdultAgedBehavioral Risk Factor Surveillance SystemFemaleHealth Status DisparitiesHumansMaleMiddle AgedUnited StatesUrban Populationinformal caregivingquality of liferural–urban disparities

Identifiers

PMID40515480
PMCPMC12166352

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.