ReviewJournal of general internal medicine2024
Complexities of Physician Workforce Projection: Call for a Unified National Healthcare Workforce Policy.
Review in Journal of general internal medicine, 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.
- Understanding the Supply, Demand, and Adequacy of the General Internal Medicine Physician Workforce in the United States: Projections to 2037.Journal of general internal medicine · 2026Article
- Article
- Rushed health workforce reform in South Korea: a Kingdon's multiple streams framework analysis of the 2024 medical school quota expansion.Frontiers in public health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Ensuring an adequate supply of physicians is paramount in securing the future of healthcare. To do so, accurate physician workforce predictions are needed to inform policymakers. However, the United States lacks such predictions from reliable sources. Several non-governmental organizations have actively been involved in attempting to quantify workforce needs, but they often employ opaque methodologies and are deeply conflicted, leading to potentially unreliable or biased results. Moreover, while federal and state entities invest approximately $15 billion annually in graduate medical education (GME) payments, they have very little control over how the funding is used to shape the future physician workforce. In this article, we review physician workforce predictions from both an international and a domestic perspective and finally discuss how the creation of an apolitical, data-driven, expert-led panel at the federal level with sufficient authority to influence broader workforce policy is the optimal solution for ensuring an adequate supply of physicians for generations to come.
Indexed as
Identifiers
What OpenQuestion holds
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.