Evidence map›Paper›PMID 40639747›Full record

ArticleJournal of vascular surgery2025

Identifying the challenges of amputation prevention in a rural state with mixed methods research engaging patients and providers.

Samantha D Minc, Megan Lauris, Kelsey Murray, Robin A Pollini, Luke Marone, Elizabeth A Claydon, Danielle Davidov

Abstract read
In one paragraph

Article in Journal of vascular surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Samantha D MincDivision of Vascular and Endovascular Surgery, West Virginia University School of Medicine, Morgantown, WV; Division of Vascular and Endovascular Surgery, Duke University, Durham, NC. Electronic address: samantha.minc@duke.edu.
Megan LaurisWest Virginia University School of Medicine, Morgantown, WV.
Kelsey MurrayDivision of Vascular and Endovascular Surgery, West Virginia University School of Medicine, Morgantown, WV.
Robin A PolliniDepartment of Behavioral Medicine and Psychiatry, School of Medicine, Department of Epidemiology and Biostatistics, School of Public Health, West Virginia University, Morgantown, WV.
Luke MaroneDivision of Vascular and Endovascular Surgery, West Virginia University School of Medicine, Morgantown, WV.
Elizabeth A ClaydonDepartment of Social and Behavioral Sciences, West Virginia University School of Public Health, Morgantown, WV.
Danielle DavidovDepartment of Social and Behavioral Sciences, West Virginia University School of Public Health, Morgantown, WV.

Funding

West Virginia IDEA-CTRU54GM104942 · NIGMS · WEST VIRGINIA UNIVERSITY · PI Laura F. Gibson · 2012 to 2026
$81.0M
Implementing a Community-Engaged Amputation Prevention Intervention in Rural Patients with Diabetes and Peripheral Arterial DiseaseK23DK128569 · NIDDK · WEST VIRGINIA UNIVERSITY · PI MINC, SAMANTHA D · 2021 to 2025
$977k
NIDDK NIH HHS K23 DK128569NIGMS NIH HHS U54 GM104942
6 · The paper itself

Abstract

objectiveTo identify barriers and facilitators to amputation prevention in a rural state using a mixed methods approach integrating spatial epidemiology, regression analysis, and qualitative methods.

methodsWe conducted a sequential explanatory mixed methods study in West Virginia, the only state entirely within Appalachia and among the most rural in the U.S. Quantitative analysis of 2011-2016 hospital discharge data from the State Inpatient Database (Healthcare Cost and Utilization Project) identified geographic disparities in diabetes/peripheral artery disease-related amputation using Bayesian spatial hierarchical modeling and multivariable regression. Qualitative interviews and focus groups were conducted with patients, caregivers, and providers from high-risk zip codes to explore the barriers and facilitators to limb preservation. Thematic analysis was used to identify emergent themes.

resultsAmputation rates in West Virginia were geographically clustered, with major amputations occurring at 5 per 1000 and minor amputations at 7 per 1000 patients. Regression models showed increased risk for those with peripheral artery disease complicating diabetes, Medicaid insurance, and rural residence. Sixty-six people participated in interviews and focus groups. Four major themes emerged: (1) lack of patient and provider education, (2) barriers to access and care coordination, (3) geographic and cultural challenges tied to rurality, and (4) treatment nonadherence linked to communication breakdowns and hopelessness.

conclusionsDisparities in amputation risk are driven by complex, inter-related factors in rural settings. Findings support the need for targeted interventions focused on provider and patient education, care coordination, mental health support, and culturally grounded community engagement. This framework may guide future efforts to decrease amputation rates in other underserved populations.

Indexed as

Amputation, SurgicalHealthcare DisparitiesHealth Services AccessibilityPeripheral Arterial DiseaseRural Health ServicesAgedFemaleFocus GroupsHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedQualitative ResearchRisk FactorsWest VirginiaAmputationDiabetesHealth disparitiesMixed methods researchPeripheral artery diseaseRural health

Identifiers

PMID40639747
PMCPMC12276837

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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.