Evidence map›Paper›PMID 41940882›Full record

Observational studyInternational ophthalmology2026

Socioeconomic factors affecting visual acuity in cataract camps.

Eunyoo Kim, Elizabeth White, Dongseok Choi, Dong-Wouk Park

Abstract readObservational StudyMulticenter Study
PubMed Publisher
In one paragraph

Observational study in International ophthalmology, 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

5 · Who and what money

Authors and funding

4 authors.

Eunyoo KimIndependent Researcher, Fairfax, VA, USA. eunyookim@outlook.com.
Elizabeth WhiteCasey Eye Institute, Oregon Health and Science University, Portland, OR, USA.
Dongseok ChoiCasey Eye Institute, Oregon Health and Science University, Portland, OR, USA.
Dong-Wouk ParkCasey Eye Institute, Oregon Health and Science University, Portland, OR, USA.

Funding

Proteomics CoreP30EY010572 · NEI · OREGON HEALTH & SCIENCE UNIVERSITY · PI TED S ACOTT · 1995 to 2026
$19.4M
NEI NIH HHS P30 EY010572
6 · The paper itself

Abstract

backgroundCataracts are the leading cause of reversible blindness worldwide. Though temporary and resource-intensive, cataract camps provide large-scale treatment of the condition. This study sought for associations between country-level socioeconomic factors and short-term improvements in visual acuity observed in cataract camps across 17 countries.

methodsThis observational study represents 52 camps in 17 low- and middle-income countries. Nested mixed-effects linear regression models were used to analyze associations between changes in LogMAR score of uncorrected visual acuity (UCVA) one to four days post-operation and socioeconomic factors including per capita GDP, Human Development Index, Cataract Surgical Rate, and density of in-country ophthalmologists.

findingsAmong 4110 patients, after accounting for age and sex, LogMAR UCVA significantly decreased over the first four days postoperatively (p < 0·0001). This decrease was also associated with the number of ophthalmologists per million performing cataract surgery (p = 0·0227). Patients who underwent extracapsular cataract extraction (ECCE) exhibited a greater decrease in LogMAR UCVA per day post-op (p < 0·0001). Per capita GDP was not significantly associated with the change in LogMAR UCVA per day post-op.

interpretationThis ecological analysis shows that countries with fewer ophthalmologists performing cataract surgery correlated with the most short-term improvement in vision. Considering that cataract camps often target populations with severe baseline cataracts, training local ophthalmologists to perform ECCE surgery may help lift a high burden of cataract-induced blindness in low-resource settings.

Indexed as

BlindnessCataractCataract ExtractionVisual AcuityAgedFemaleGlobal HealthHumansMaleMiddle AgedSocioeconomic FactorsBlindness preventionCataract campCataractsGlobal healthSocioeconomic disparityWorld blindness

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.