Evidence map›Paper›PMID 42090050›Full record

ArticleDigestive diseases and sciences2026

A Workforce at a Crossroads: Rural Gastroenterology Supply in the United States.

I Midura, L G Rabinowitz

Abstract readEditorial
PubMed Publisher
In one paragraph

Article in Digestive diseases and sciences, 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

2 authors.

I MiduraDepartment of Medicine and Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, MA, 02215, USA.
L G RabinowitzDepartment of Medicine and Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, MA, 02215, USA. lrabinow@bidmc.harvard.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the significant gastrointestinal (GI) disease burden in rural America, prior research has highlighted persistent disparities in access to care for GI diseases for patients in non-metropolitan regions. In the study by Cwalina et al. [5], the authors analyze gastroenterologist data from the Physician Compare Database collected from 2014 to 2025, finding that while the absolute number of rural gastroenterologists increased, the proportion practicing rurally remained stable at approximately 7.7%. Late career stage and the Midwest region were associated with increased odds of rural practice, whereas female sex, hepatology subspecialization, academic affiliation, and both small and large practice sizes were associated with decreased odds. These findings reveal a workforce that has grown numerically, but has not kept sufficient pace with the access needs of rural patients, thereby highlighting two intersecting vulnerabilities: an aging rural GI workforce and a rising proportion of women in gastroenterology who face structural barriers to rural practice. This commentary contextualizes these findings, calling for proactive, patient-centered strategies to sustain rural gastroenterology care.

Indexed as

GastroenterologistsGastroenterologyRural Health ServicesFemaleHumansPhysicians, WomenUnited StatesWorkforceGender equityMultivariable logistic regressionPhysician compare databasePhysician practice characteristicsStructural barriers

Identifiers

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.