Evidence map›Paper›PMID 42566556›Full record

ReviewMedicine2026

Global research trends of myopia in children and adolescents: A bibliometric review with hotspot visualization.

Xiao-Lei Yin, Shu-Xing Ji, Xiu-Xin Li

Abstract readReview
In one paragraph

Review in Medicine, 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

3 authors.

Xiao-Lei YinDepartment of Ophthalmology, The 305 Hospital of PLA, Beijing, China.ORCID 0000-0001-9319-8375
Shu-Xing JiDepartment of Ophthalmology, Daping Hospital, Army Medical University, Chongqing, China.
Xiu-Xin LiDepartment of Ophthalmology, The 305 Hospital of PLA, Beijing, China.

Funding

Independent Research Foundation of the 305 Hospital of PLA No.25ZZJJLW-004
6 · The paper itself

Abstract

backgroundThe rapidly rising global prevalence of childhood myopia has become a major public health concern, accompanied by a continuous annual increase in relevant academic publications. Against this backdrop, this study adopted bibliometric methods to analyze the research hotspots and evolutionary trends in this field.

methodsPublications related to myopia in children and adolescents were collected from the Science Citation Index Expanded of the Web of Science Core Collection database. A bibliometric and visualization analysis was performed using Microsoft Office Excel and VOSviewer to identify the most influential countries, papers, and authors and to construct the visualization map of citation, co-citation, and co-occurrence.

resultsAfter screening, 3413 papers met the inclusion criteria. China had the largest number of published papers, whereas the United States enjoyed the highest citations. Moreover, cooperation network analysis showed close cooperation among China, the United States, and Australia. The review "Myopia" in 2012 was the most-cited article. Among the 10 most-cited articles, outdoor time and the development of myopia in children were the topics with the highest frequency. As an expert in the field of epidemiology of myopia research, Saw SM contributed the most citations. The burst keywords were divided into 3 clusters through co-occurrence analysis: epidemiology, management, and mechanism of myopia in children and adolescents.

conclusionThis bibliometric analysis of myopia in children and adolescents helps researchers identify hotspots and research frontiers in the field and might provide a direction that future research should concentrate on.

Indexed as

BibliometricsMyopiaAdolescentChildHumansUnited Statesbibliometrics analysischildrenglobal trendsmyopiaVOSviewer

Identifiers

PMID42566556
PMCPMC13456860

What OpenQuestion holds

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LicenceCC BY
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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.