Evidence map›Paper›PMID 41836859›Full record

ArticleProceedings (Baylor University. Medical Center)

Identification of opportunities for strategic expansion of anesthesiology training programs.

Zara S Nadir, Michael P Hofkamp, Jed T Wolpaw, Allison A Mootz

Abstract read
In one paragraph

Article in Proceedings (Baylor University. Medical Center). 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

4 authors.

Zara S NadirTexas A&M Health Science Center College of Medicine, Bryan, Texas, USA.ORCID https://orcid.org/0009-0009-5788-1463
Michael P HofkampDepartment of Anesthesiology, Baylor Scott & White Medical Center - Temple, Temple, Texas, USA.ORCID https://orcid.org/0000-0002-5749-2849
Jed T WolpawDepartment of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID https://orcid.org/0000-0002-7738-9291
Allison A MootzDepartment of Anesthesiology and Pain Management, University of Texas Southwestern Medical Center, Dallas, Texas, USA.ORCID https://orcid.org/0000-0002-5623-3423

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rising demand for anesthesia services amidst a growing US population requires evaluation of how anesthesiology residency programs are geographically aligned with population centers. Despite the critical role of anesthesiologists in perioperative care, it remains unclear whether training capacity and location are optimized across regions. The primary aim of the study was to investigate national trends in anesthesiology residency program distribution to identify metro areas that could provide additional training capacity. Anesthesiology residency programs and number of positions were identified through the Association of American Medical Colleges and Doximity. Programs were linked to metropolitan statistical areas. The number of anesthesia residents per 100,000 people in each metro area was determined. Cities with populations over 1 million and no anesthesiology residency program were flagged as underutilized. Anesthesiology training density varied across metro areas, ranging from 0.4 to 30 anesthesiology residents per 100,000 people, with a national average of 7.3 per 100,000. Five metro areas were identified as underutilized, representing potential areas for strategic expansion with opportunity for high-impact growth. Targeted development in underutilized but high-growth metro areas may improve access to academic perioperative care, support workforce development, and better align graduate medical education with population needs.

Indexed as

Anesthesiologycensusesinternship and residencyprogram developmentworkforce

Identifiers

PMID41836859
PMCPMC12981573

What OpenQuestion holds

Textmetadata
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.