Evidence map›Paper›PMID 41885115›Full record

ArticleMedical education online2026

What factors influence health professions trainees' preferences for employment in rural Appalachia? a qualitative study to inform the design of a discrete choice experiment.

Chris Gillette, Jan Ostermann, Aylin A Aguilar, Sarah O'Neal, Chris Everett, Dawn Caviness, Esita Patel, Laiton Steele, Dawn Goel, Quazi Minhaz Tabassum

Abstract read
In one paragraph

Article in Medical education online, 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

10 authors.

Chris GilletteDepartment of PA Studies, Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, United States.
Jan OstermannArnold School of Public Health, University of South Carolina, Columbia, United States.
Aylin A AguilarDepartment of Social Sciences and Health Policy, Wake Forest University School of Medicine, Winston-Salem, United States.
Sarah O'NealDepartment of PA Studies, Wake Forest, University School of Medicine, Winston-Salem, United States.
Chris EverettPhysician Associate Program, Medical College of Wisconsin, Milwaukee, United States.
Dawn CavinessCabarrus Family Medicine Residency Program, Atrium Health, Concord, United States.
Esita PatelCenter for Advanced Practice, Atrium Health, Department of Implementation Science, Wake Forest University School of Medicine, Charlotte, United States.
Laiton SteeleDepartment of PA Studies, Wake Forest, University School of Medicine, Winston-Salem, United States.
Dawn GoelDepartment of Psychology, Marshall University, Huntington, United States.
Quazi Minhaz TabassumDepartment of Epidemiology and Community Health, University of North Carolina at Charlotte, Charlotte, United States.

Funding

AHCRA: Access to Health Care in Rural AppalachiaR21MD019127 · NIMHD · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI GILLETTE, CHRIS, OSTERMANN, JAN · 2023 to 2024
$446k
NIMHD NIH HHS R21 MD019127
6 · The paper itself

Abstract

Optimizing the geographic allocation of health care providers has the potential to improve health care access and health outcomes for rural populations. To inform the design of a discrete choice experiment (DCE) survey to elicit health professions trainees' preferences for rural practice, this formative research aimed to: (1) elicit factors that influence job selection among health profession trainees, including medical residents physician assistant (PA) and nurse practitioner (NP) students, (2) identify how these trainees evaluate trade-offs for rural job placement and (3) inform attribute selection for inclusion into a future DCE to identify health professions trainees' preferences for rural practice. Third- and fourth-year medical residents, PA students, and NP students completed an in-depth semi-structured interview, an adaptive choice-based conjoint exercise, and a ranking exercise. Inductive and deductive coding and reflexive thematic analysis were used to analyze the data. We reached thematic saturation after 22 interviews (

Indexed as

Career ChoiceChoice BehaviorRural Health ServicesAdultAppalachian RegionAttitude of Health PersonnelFemaleHumansInterviews as TopicMaleProfessional Practice LocationQualitative ResearcheconomicseducationmedicalprofessionalQualitative researchrural health services

Identifiers

PMID41885115
PMCPMC13022998

What OpenQuestion holds

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Registered trials

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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.