Evidence map›Paper›PMID 41628763›Full record

ArticleJournal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus2026

Strabismus surgery charges at ambulatory facilities across the United States.

Zoe Zhiyu Wu, Julius T Oatts, David G Hunter, Isdin Oke

Abstract readMulticenter Study
In one paragraph

Article in Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus, 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
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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.

Zoe Zhiyu WuDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston Massachusetts; Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.
Julius T OattsDivision of Ophthalmology, Children's Hospital of Philadelphia, Scheie Eye Institute, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.
David G HunterDepartment of Ophthalmology, Boston Children's Hospital, Boston Massachusetts.
Isdin OkeDepartment of Ophthalmology, Boston Children's Hospital, Boston Massachusetts; Department of Population Medicine, Harvard Medical School, Boston Massachusetts; Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston Massachusetts. Electronic address: Isdin.Oke@childrens.harvard.edu.

Funding

Social Determinants of Vision Health in ChildrenK23EY036499 · NEI · BOSTON CHILDREN'S HOSPITAL · PI Isdin Oke · 2024 to 2026
$832k
NEI NIH HHS K23 EY036499
6 · The paper itself

Abstract

purposeTo identify factors associated with variation in strabismus surgery charges at hospital-owned facilities across the United States.

methodsThis cross-sectional study included all strabismus-related patient encounters in the National Ambulatory Surgery Sample over a 5-year period (January 2016 to December 2020). The primary outcome was total charge per encounter. Multivariable linear regression was used to estimate the association of charge per encounter with patient, hospital, and regional characteristics, adjusting for procedure complexity and inflation. Sampling weights were used to generate nationally representative estimates and appropriate standard errors.

resultsWe included 154,005 patient encounters. Most surgeries were performed on pediatric patients (70%) and at teaching facilities (92%). The median charge per encounter was $12,889 (IQR, $8,840 to $17,573). Compared with the Midwest, charges were higher in the Northeast by 20.0% (95% CI, 8.4%, 32.9%; P = 0.0004) and South by 15.9% (95% CI, 4.8%-28.1%; P = 0.004). Nonteaching hospitals had 35.0% (95% CI, 17.6%-55.0%; P < 0.0001) higher charges compared with teaching hospitals. Rural hospitals had 26.6% (95% CI, 19.4%-33.1%; P < 0.0001) lower charges compared to urban hospitals. Patients residing in ZIP codes within the lowest income quartile had on average 6.8% (95% CI, 1.8%-12.2%; P = 0.0079) higher charges than those in the highest income quartile.

conclusionsOur findings highlight substantial variation nationwide in charges for strabismus surgeries, raising important questions about how these differences may influence subspecialty geographic distribution of care and affect treatment access for patients with strabismus.

Indexed as

Ambulatory Care FacilitiesAmbulatory Surgical ProceduresOphthalmologic Surgical ProceduresStrabismusAdolescentChildChild, PreschoolCross-Sectional StudiesFemaleHumansInfantMaleOculomotor MusclesUnited States

Identifiers

PMID41628763
PMCPMC13339735

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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.