Evidence map›Paper›PMID 39068195›Full record

Observational studyScientific reports2024

Prevalence and associated factors of myopia among adolescents aged 12-15 in Shandong Province, China: a cross-sectional study.

Zhihao Huang, Dingding Song, Zhiqi Tian, Yongming Wang, Kunzong Tian

Erratum issuedAbstract readObservational Study
In one paragraph

Observational study in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 3 pooled it
–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

17 citing papers in PubMed, 3 syntheses or guidelines pooled it.

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  12. Efficacy and factors influencing toric orthokeratology lenses in managing moderate to high astigmatic myopia.Optometry and vision science : official publication of the American Academy of Optometry · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Zhihao HuangSchool of Big Data and Fundamental Sciences, Shandong Institute of Petroleum and Chemical Technology, Dongying, China.
Dingding SongCommon Course Teaching Department, Shandong University of Art and Design, Jinan, China.
Zhiqi TianDepartment of Clinical Laboratory, Shengli Oilfield Central Hospital, Dongying, China. 15954666878@163.com.
Yongming WangSchool of Big Data and Fundamental Sciences, Shandong Institute of Petroleum and Chemical Technology, Dongying, China.
Kunzong TianSchool of Big Data and Fundamental Sciences, Shandong Institute of Petroleum and Chemical Technology, Dongying, China.

Funding

the Scientific Developmental Foundation Project of Dongying DJB2023016the Social Sciences Planning Project of Dongying DYSK2024No.1113
6 · The paper itself

Abstract

Myopia is a growing concern worldwide, especially among adolescents. This study aimed to investigate the prevalence and associated factors of myopia in adolescents aged 12-15 in Shandong Province, China. This cross-sectional study adhered to the Strengthening the Reporting of Observational Studies in Epidemiology guidelines and involved stratified random cluster sampling of 128,678 students from 186 middle schools across 17 cities in Shandong Province. Data collection was conducted from March to April 2024. We excluded students with organic eye diseases, abnormal binocular vision functions, or a history of eye injuries or surgeries. Myopia was assessed using the standard logarithmic visual acuity chart and autorefractor without inducing ciliary muscle paralysis. A comprehensive questionnaire survey was conducted to gather demographic characteristics and daily life behaviors. With the chi-squared test for univariable analysis and multivariable logistic regression for identifying significant factors. This study included 126,375 participants, with a gender distribution of 51.02% male and 48.98% female. The overall prevalence of myopia was 71.34%. Higher prevalence was observed in girls (72.26%) compared to boys (70.45%), and the prevalence increased with age, peaking at 73.12% in 15-year-olds. Urban residents had a higher prevalence (71.86%) than rural (70.39%). Factors such as increased frequency of eye usage while lying down or leaning forward, frequent use of eyes while walking or riding in a car, prolonged screen time, and extended homework duration were associated with higher odds of developing myopia. Conversely, higher frequency of outdoor exercise, maintaining proper posture during reading and writing, greater distance from eyes to screen, and longer sleep duration were associated with lower odds. Additionally, female gender, older age, urban residence, and parental history of myopia increased the risk. The high prevalence of myopia among adolescents in Shandong Province was influenced by a combination of demographic, behavioral, and environmental factors. The study highlighted the importance of lifestyle modifications, such as increasing outdoor activities and maintaining proper visual habits, limiting the duration of screen exposure and homework sessions, and extending sleep duration, to mitigate the risk of developing myopia. These findings underscored the need for targeted public health interventions and educational campaigns to address this significant public health issue.

Indexed as

MyopiaAdolescentChildChinaCross-Sectional StudiesFemaleHumansMalePrevalenceRisk FactorsRural PopulationSurveys and QuestionnairesUrban PopulationAdolescentsInfluencing factorsMultivariable logistic regression analysisMyopiaUnivariable chi-square test

Identifiers

PMID39068195
PMCPMC11283487

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.