Evidence map›Paper›PMID 41923782›Full record

ArticleAJO international2026

Linking multicenter electronic health records with socioeconomic data to examine receipt of standard versus premium intraocular lenses.

Alaa Mohamedali, Azraa S Chaudhury, Adovich S Rivera, Xueqing Zhou, Joshua D Stein, Chris A Andrews, Yang Li, Shikha Marwah, Richa Shah, Kunal Kanwar and 4 more

Abstract read
In one paragraph

Article in AJO international, 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

14 authors.

Alaa MohamedaliDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID 0000-0001-7878-7825
Azraa S ChaudhuryDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID 0000-0002-1977-8205
Adovich S RiveraDepartment of Medical Social Science, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Xueqing ZhouDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID 0009-0007-1579-6135
Joshua D SteinDepartment of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, MI, USA.
Chris A AndrewsDepartment of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, MI, USA.ORCID 0000-0001-5130-6374
Yang LiDepartment of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, MI, USA.
Shikha MarwahDepartment of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, MI, USA.
Richa ShahDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID 0000-0002-0929-2666
Kunal KanwarDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Charlesnika T EvansDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Abel N KhoDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID 0000-0003-1993-5634
Paul J BryarDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Dustin D FrenchDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID 0000-0003-4064-3206

Funding

Enhanced Identification of Ocular Phenotypes and Outcomes in Electronic Health Record DataR01EY032475 · NEI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI STEIN, JOSHUA D · 2022 to 2025
$2.7M
Health Evaluation and Access to Leverage Technology for Improved DR Outcomes (HEAL-DR)R01EY036341 · NEI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI DUSTIN D. FRENCH, Joshua D Stein · 2024 to 2026
$2.1M
Health Disparities in Utilization, Quality, and Outcomes for Three Common Ocular Conditions (HealthDOC)R01EY034444 · NEI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI DUSTIN D. FRENCH, Joshua D Stein · 2023 to 2026
$1.8M
NEI NIH HHS R01 EY032475NEI NIH HHS R01 EY034444NEI NIH HHS R01 EY036341
6 · The paper itself

Abstract

Purpose: Premium intraocular lenses (IOLs) can improve visual outcomes and reduce dependence on glasses but often require out-of-pocket payment. The socioeconomic factors influencing their selection remain poorly understood. Leveraging a multi-institutional electronic health record dataset, we examined demographic and socioeconomic factors associated with receiving a premium versus standard IOL and the likelihood of switching IOL type (premium to standard or vice versa) between first and second cataract surgeries. Design: Retrospective cohort study across 10 medical centers. Participants: 46,349 patients who underwent cataract surgery with IOL implantation from 2010 to 2023. Results: 9.7 % of patients received at least one premium intraocular lens (IOL). Toric lenses comprised 79 % of premium implants. Premium IOL recipients were more often White, English-speaking, higher income, and college educated. Black race (aOR 0.44, 95 % CI 0.30-0.66), non-English language (aOR 0.64, 95 % CI 0.44-0.94), lower income (aOR 0.40, 95 % CI 0.20-0.81), and lower education were associated with reduced odds of premium IOL implantation. Associations persisted after accounting for ocular comorbidities. Among bilateral cases, 4.2 % of patients switched IOL type between surgeries. Specifically, Black and lower-income patients were less likely to upgrade to a premium IOL for their second surgery. Conclusions: Socioeconomic and racial factors are strongly associated with the choice of premium IOL, with toric lenses comprising the majority of premium implants. Targeted efforts to improve access and patient education may help ensure more equitable adoption of advanced lens technologies.

Indexed as

Big datacataractElectonic Health RecordsHealth ServicesSocioeconomic

Identifiers

PMID41923782
PMCPMC13038039

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.