ArticlePsychiatric services (Washington, D.C.)2024
Impact of U.S. Federal Loan Repayment Programs on the Behavioral Health Workforce: Scoping Review.
Article in Psychiatric services (Washington, D.C.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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.
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.
Who cites it
3 citing papers in PubMed.
- Slipping Through the Cracks: Clinicians' Perspectives on the Gaps in New York City's Public Mental Health System.Community mental health journal · 2025Article
- Policy Recommendations for Coordinated and Sustainable Growth of the Behavioral Health Workforce.The Milbank quarterly · 2024Article
- Buprenorphine Prescribing and Challenges Faced Among National Health Service Corps Clinicians.JAMA network open · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
objectiveFederal loan repayment programs (LRPs) are one strategy to address the shortage of behavioral health providers. This scoping review aimed to identify and characterize the federal LRPs' impact on the U.S. behavioral health workforce.
methodsA scoping review was conducted in accordance with JBI (formerly known as the Joanna Briggs Institute) methodology for scoping reviews. The authors searched the Ovid MEDLINE, Web of Science, APA PsycInfo, EconLit, PAIS Index, and Embase databases, and gray literature was also reviewed. Two coders screened each article's abstract and full text and extracted study data. Findings were narratively synthesized and conceptually organized.
resultsThe full-text screening identified 17 articles that met eligibility criteria. Of these, eight were peer-reviewed studies, and all but one evaluated the National Health Service Corps (NHSC) LRP. Findings were conceptually organized into five categories: descriptive studies of NHSC behavioral health needs and the NHSC workforce (k=4); providers' perceptions of, and experiences with, the NHSC (k=2); associations between NHSC funding and the number of NHSC behavioral health providers (k=4); NHSC behavioral health workforce productivity and capacity (k=3); and federal LRP recruitment and retention (k=4).
conclusionsThe literature on federal LRPs and their impact on the behavioral health workforce is relatively limited. Although federal LRPs are an important and effective tool to address the behavioral health workforce shortage, additional federal policy strategies are needed to attract and retain behavioral health providers and to diversify the behavioral health workforce.
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Registered trials
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.