Evidence map›Paper›PMID 41556729›Full record

ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2026

Evaluating rural healthcare workforce programs: Applying modified whole-of-person retention improvement framework in VHA programs.

Meghan R Longacre, Linda M Kinney, Kathleen L Carluzzo, Bradley V Watts, Karen E Schifferdecker

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, 2026. 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. Train Rural, Work Rural: The Potential for Advanced Fellowships in Addressing Rural VA Healthcare Workforce Shortages.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
    Article
  2. Evaluating rural healthcare workforce programs: Applying modified whole-of-person retention improvement framework in VHA programs.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
    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

5 authors.

Meghan R LongacreThe Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA.
Linda M KinneyCenter for Program Design and Evaluation, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA.
Kathleen L CarluzzoCenter for Program Design and Evaluation, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA.ORCID https://orcid.org/0000-0002-1643-2807
Bradley V WattsVeterans Rural Health Resource Center, Veterans Affairs Medical Center, White River Junction, Vermont, USA.
Karen E SchifferdeckerThe Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA.

Funding

Understanding the Influence of Community-level Deprivation and Rural Residence in Cancer CareP20GM148278 · NIGMS · DARTMOUTH-HITCHCOCK CLINIC · PI LAURA Marie PAULIN, Sandra L Wong · 2023 to 2026
$11.6M
National Institutes of Health under Award Number P20GM148278NIGMS NIH HHS P20 GM148278US Department of Veterans Affairs Office of Rural Health 36C24123P0778
6 · The paper itself

Abstract

purposeHealthcare workforce shortages are acute in rural areas. Using a holistic workforce retention framework, we examined evidence and identified gaps in recruitment and retention programs, using the Veterans Health Administration as a case study.

methodsRural workforce recruitment and retention initiatives were identified using VHA's 2023 Rural Recruitment and Hiring plan, and classified by rural focus, recruitment or retention, and strength of evidence. Initiatives were then mapped to a modified whole-of-person retention improvement framework (WoP-RIF) to assess coverage of domains: workplace/organizational, role/career, community/place, and financial.

findingsOf 31 VHA initiatives, 19% exclusively focused on the rural workforce, 35% included rural, and 45% had no specific geographic target. One third (32%) focused on recruitment only, 48% focused on recruitment and retention, and 19% focused on retention only. Nearly three-quarters (71%) lacked sufficient evidence or were too early in implementation to assess effectiveness or ineffectiveness of the initiative. The strongest evidence existed for education loan repayment and nursing residency programs. For modified WoP-RIF domains, about half of initiatives focused on financial incentives (52%) or workplace/organizational programs (42%); 35% focused on role/career opportunities; and only three (10%) focused on community/place.

conclusionWhile initiatives exist to address workforce shortages in rural areas, using the VHA as a case study, these are more focused on recruitment than retention, and few address important aspects of retention outside of financial or workplace domains. More rigorous and holistic evaluations of workforce initiatives using the modified WoP-RIF framework would bolster evidence across the span of recruitment to retention for rural workforce development.

Indexed as

Health WorkforcePersonnel SelectionRural Health ServicesHumansPersonnel LoyaltyPersonnel TurnoverProgram EvaluationUnited StatesUnited States Department of Veterans AffairsWorkforcehealthcare workforceprovider recruitment and retentionrural healthVeterans Health Administration

Identifiers

PMID41556729
PMCPMC12818098

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.