Evidence map›Paper›PMID 40724087›Full record

ArticleInternational journal of environmental research and public health2025

Telehealth-Readiness, Healthcare Access, and Cardiovascular Health in the Deep South: A Spatial Perspective.

Ruaa Al Juboori, Dylan Barker, Andrew Yockey, Elizabeth Swindell, Riley Morgan, Neva Agarwala

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 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. Article
  2. 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

6 authors.

Ruaa Al JubooriDepartment of Public Health, School of Applied Sciences, The University of Mississippi, University, MS 38677, USA.ORCID 0000-0002-8804-3755
Dylan BarkerDepartment of Public Health, School of Applied Sciences, The University of Mississippi, University, MS 38677, USA.ORCID 0009-0003-9591-0778
Andrew YockeyDepartment of Public Health, School of Applied Sciences, The University of Mississippi, University, MS 38677, USA.
Elizabeth SwindellDepartment of Public Health, School of Applied Sciences, The University of Mississippi, University, MS 38677, USA.
Riley MorganDepartment of Public Health, School of Applied Sciences, The University of Mississippi, University, MS 38677, USA.ORCID 0009-0005-7510-5055
Neva AgarwalaDepartment of Health Science, South College, 2600 Century Parkway NE, Atlanta, GA 30345, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCardiovascular disease remains a leading cause of preventable mortality in the United States, with rural counties in the Deep South experiencing disproportionately high burdens. Grounded in the Andersen healthcare utilization model, this study examined how enabling resources, predisposing characteristics, and access-related barriers relate to coronary heart disease (CHD) prevalence and mortality.

methodsThis ecological analysis included 418 counties across Alabama, Georgia, Louisiana, Mississippi, and South Carolina. Using Local Indicators of Spatial Association (LISA) and multivariable linear regression, we tested three theory-based hypotheses and assessed the spatial clustering of CHD outcomes, while identifying key structural and sociodemographic predictors.

resultsCounties with greater rurality and fewer healthcare providers exhibited significantly higher rates of CHD prevalence and mortality. Primary care provider availability and higher household income were protective factors. Digital exclusion, measured by lack of access to computers or mobile devices, was significantly associated with higher CHD prevalence and mortality. Spatial analysis identified the counties with better-than-expected cardiovascular outcomes despite structural disadvantages, suggesting the potential role of localized resilience factors and unmeasured community-level interventions.

conclusionsThe findings affirm the relevance of the Andersen model for understanding rural health disparities and highlight the importance of investing in both digital infrastructure and healthcare capacity. Expanding telehealth without addressing provider shortages and social determinants may be insufficient. Local policy innovations and community resilience mechanisms may offer scalable models for improving cardiovascular health in disadvantaged areas.

Indexed as

Cardiovascular DiseasesCoronary DiseaseHealth Services AccessibilityTelemedicineFemaleHumansMaleMiddle AgedPrevalenceRural PopulationSoutheastern United StatesSpatial Analysisbroadband accesscardiovascular diseaseDeep Southhealthcare provider shortagesMoran’s Ispatial analysistelehealth readiness

Identifiers

PMID40724087
PMCPMC12294295

What Socratic 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 Socratic graph.