Evidence map›Paper›PMID 42861005›Full record

ArticleOphthalmology science2026

Cost-Effectiveness of Telemedicine-Based Screening Programs for Retinopathy of Prematurity in Low- and Middle-Income Countries.

Sarthak V Shah, Arthur Brant, Michael R James, Overbeck Christian Takou Mbah, Naana A Wireko Brobby, Akwasi Ahmed, Sadik Teju Sherief, Cindy Zhao, Daniel Vail, Geoffrey Tabin and 3 more

Abstract read
In one paragraph

Article in Ophthalmology science, 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

13 authors.

Sarthak V ShahDepartment of Ophthalmology, Duke University Medical Center, Durham, North Carolina.
Arthur BrantMassachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MMassachusetts.
Michael R JamesDepartment of Ophthalmology, Byers Eye Institute, Horngren Family Vitreoretinal Center, Stanford University School of Medicine, Palo Alto, California.
Overbeck Christian Takou MbahDepartment of Ophthalmology, Byers Eye Institute, Horngren Family Vitreoretinal Center, Stanford University School of Medicine, Palo Alto, California.
Naana A Wireko BrobbyDepartment of Child Health, School of Medical Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Akwasi AhmedDepartment of Ophthalmology, Komfo Anokye Teaching Hospital, Kumasi, Ghana.
Sadik Teju SheriefDepartment of Ophthalmology, Addis Ababa University, Addis Ababa, Ethiopia.
Cindy ZhaoDepartment of Ophthalmology, Byers Eye Institute, Horngren Family Vitreoretinal Center, Stanford University School of Medicine, Palo Alto, California.
Daniel VailShiley Eye Institute, University of California San Diego, San Diego, California.
Geoffrey TabinDepartment of Ophthalmology, Byers Eye Institute, Horngren Family Vitreoretinal Center, Stanford University School of Medicine, Palo Alto, California.
Joshua SalomonDepartment of Health Policy, Stanford University School of Medicine, Stanford, California.
Jeremy D Goldhaber-FiebertDepartment of Health Policy, Stanford University School of Medicine, Stanford, California.
Darius M MoshfeghiDepartment of Ophthalmology, Byers Eye Institute, Horngren Family Vitreoretinal Center, Stanford University School of Medicine, Palo Alto, California.

Funding

Stanford Vision Research CoreP30EY026877 · NEI · STANFORD UNIVERSITY · PI Jeffrey L Goldberg · 2017 to 2026
$8.0M
NEI NIH HHS P30 EY026877
6 · The paper itself

Abstract

Objective: Evaluate the cost-effectiveness of telemedicine-based retinopathy of prematurity (ROP) screening strategies compared with binocular indirect ophthalmoscopy (BIO) and the current standard of care (no screening) in Sub-Saharan Africa. Design: Decision-analytic cost-effectiveness analysis simulating costs and vision outcomes across alternative ROP screening strategies. Subjects: A simulated cohort of 10 000 qualifying preterm infants (birth weight ≤2000 g or gestational age ≤32 weeks) in neonatal intensive care units across Ghana were modeled for each screening strategy. Methods: Three strategies were compared: no screening, BIO, and telemedicine-based screening with nonphysician graders. A hybrid telemedicine approach with 10% of images graded by physicians was also evaluated. The model estimated disease detection, treatment, and vision outcomes, and calculated costs and quality-adjusted life years (QALYs). Sensitivity analyses varied nonphysician grader specificity, ROP incidence, and physician evaluation time for BIO. A willingness-to-pay threshold of $2238 per QALY (1× Ghana's GDP per capita) was applied. Main Outcome Measures: Incremental cost-effectiveness ratios expressed as cost per QALY gained and dominance relationships among strategies. Results: Compared with no screening, telemedicine-based screening with nonphysician graders yielded health benefits at a cost of $27 per QALY gained. Incorporating 10% physician grading into the telemedicine platform further improved outcomes at $1331 per QALY gained relative to nonphysician grading alone. Binocular indirect ophthalmoscopy was strongly dominated by the hybrid telemedicine strategy. Sensitivity analyses identified nonphysician grader specificity, disease incidence, and physician evaluation time for BIO as the most influential parameters; overall conclusions were robust across plausible ranges. Conclusions: Telemedicine-based ROP screening, particularly a hybrid approach incorporating limited physician grading, appears to be a cost-effective strategy for implementation in Ghana and may be applicable to other countries in Sub-Saharan Africa. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Indexed as

Cost-effectiveness analysisRetinopathy of prematurityTelemedicine

Identifiers

PMID42861005
PMCPMC13654025

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.