Evidence map›Paper›PMID 39745719›Full record

ArticleJAMA ophthalmology2025

Geographic Distribution of US Ophthalmic Surgical Subspecialists.

Aishah Ahmed, Muhammad Ali, Chen Dun, Cindy X Cai, Martin A Makary, Fasika A Woreta

Abstract read
In one paragraph

Article in JAMA ophthalmology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Observational
  2. Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Aishah AhmedThe Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Muhammad AliThe Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Chen DunDepartment of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Cindy X CaiThe Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Martin A MakaryDepartment of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Fasika A WoretaThe Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: While urban counties maintain higher densities of ophthalmologists than rural counties, the geographic distribution of ophthalmic surgical subspecialists has not yet been elucidated. A potential workforce discrepancy may impact the burden of care faced by rural surgeons. Objective: To assess the geographic distribution of the ophthalmic subspecialist surgeon workforce and evaluate factors associated with practicing in rural areas. Design, Setting, and Participants: This cross-sectional population-based study of Medicare patients and surgeons performing subspecialized procedures took place from 2012 through 2022. Medicare Fee-for-Service claims were analyzed in 2023 for patients 65 years or older who underwent subspecialized ophthalmic procedures between 2012 and 2022 using Current Procedural Terminology codes (n = 1 619 043). Surgeons were defined as a subspecialist based on Current Procedural Terminology codes, indicating performance of at least 1 subspecialty procedure from the following subspecialties: cornea, glaucoma, oculoplastic, retina, or strabismus (n = 13 526). Main outcomes and measures: The primary outcome was the population density of practice for subspecialist surgeons and residence for patients (rural or urban). The secondary outcomes were the characteristics associated with rural practice. Results: Among 13 526 ophthalmic surgical subspecialists, 9823 were male (72.6%), 3235 were female (26.8%), and 4484 (33.2%) practiced in the South. There were 2540 cornea subspecialists (18.5%), 3676 glaucoma subspecialists (26.8%), 1951 oculoplastic subspecialists (14.2%), 4123 retina subspecialists (30.0%), and 1236 strabismus subspecialists (9.0%). Across subspecialties, a higher proportion of patients (17.4%; 95% CI, 16.9%-17.9%) resided in rural areas relative to surgeons (5.6%; 95% CI, 5.3%-5.9%) with differences ranging from 6.2% to 14.8% across subspecialities. Female surgeons (adjusted odds ratio [aOR], 0.63; 95% CI, 0.51-0.79; P < .001), surgeons in the Northeast (aOR, 0.62; 95% CI, 0.48-0.78; P < .001), surgeons in the West (aOR, 0.63; 95% CI, 0.50-0.79; P < .001), and recent graduates relative to those who graduated 11 to 20 years ago (aOR, 1.66; 95% CI, 1.25-2.21; P < .001), 21 to 30 years ago (aOR, 1.83; 95% CI, 1.38-2.42; P < .001), or 31 years ago or longer (aOR, 1.43; 95% CI, 1.08-1.90; P = .013), were less likely to practice rurally. Conclusions and Relevance: This cross-sectional study between 2012 and 2022 identified higher proportions of rural patients compared with rural surgeons. Percentages of rural surgeons declined over time, with female surgeons and recent medical school graduates less likely to practice rurally. This suggests a disparity in the number of rural subspecialist surgeons available to serve rural patients.

Indexed as

Health WorkforceOphthalmologic Surgical ProceduresOphthalmologistsOphthalmologyRural Health ServicesRural PopulationAgedCross-Sectional StudiesFemaleHumansMaleMedicareUnited StatesWorkforce

Identifiers

PMID39745719
PMCPMC11843353

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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.