Evidence map›Paper›PMID 41883641›Full record

ArticleJournal of education and health promotion2026

Developing a community-based screening model for refractive error in school-aged children in Indonesia.

Tri Rahayu, Kianti R Darusman, Muhammad I Kamaruddin, Ria S Deneska, Eric Tjoeng, Ray W Basrowi, Nila F Moeloek

Abstract read
In one paragraph

Article in Journal of education and health promotion, 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

7 authors.

Tri RahayuDepartment of Ophthalmology, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
Kianti R DarusmanDepartment of Refractive Errors, Indonesian Ophthalmologist Association (PERDAMI), Jakarta, Indonesia.
Muhammad I KamaruddinDepartment of Ophthalmology, Faculty of Medicine, Hasanuddin University, Sulawesi Selatan, Indonesia.
Ria S DeneskaDepartment of Ophthalmology, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia.
Eric TjoengOphthalmology Residency Training Program, Department of Ophthalmology, Faculty of Medicine, Universitas Indonesia, Jawa Barat, Indonesia.
Ray W BasrowiOccupational Medicine Division, Department of Community Medicine, Faculty of Medicine, Universitas Indonesia, Jawa Barat, Indonesia.
Nila F MoeloekAdvisory Board, Indonesian Ophthalmologist Association (PERDAMI), Jakarta, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUncorrected refractive errors among school-aged children in Indonesia represent a significant public health challenge, necessitating a comprehensive screening model. To develop a community-based screening model for refractive error detection in Indonesian school-aged children through expert consensus, establishing implementation guidelines across multiple healthcare dimensions. MATERIALS AND

methodsA three-round Delphi consensus study involving 86 multidisciplinary experts in Indonesia was designed to develop a structured screening model for community implementation. The study examined five key dimensions through systematic Delphi rounds: policy, screening period and frequency, program design, human resources, and facilities/infrastructure. Expert opinions were gathered iteratively, focusing on practical implementation aspects and system integration. Consensus measurement methodologies are typical of Delphi studies, including analysis of expert agreement levels and qualitative analysis of feedback patterns across consultation rounds.

resultsExpert consensus emphasized primary healthcare integration, national guidelines establishment, and dedicated funding allocation. The model recommended annual screenings with age-appropriate methods, standardized training modules, and collaborative approaches between health and non-health professionals. Key infrastructure requirements and data management protocols were identified.

conclusionsThe study developed a comprehensive screening model targeting early detection of refractive errors and improved child development outcomes. The model emphasizes stakeholder engagement and healthcare system integration. Future research should evaluate long-term outcomes and model adaptability in various settings.

Indexed as

Community health servicesDelphi techniquerefractive errorsschool health servicesvision screening

Identifiers

PMID41883641
PMCPMC13012366

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LicenceCC BY-NC-ND
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Registered trials

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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.