Evidence map›Paper›PMID 41604589›Full record

ArticleJMIR human factors2026

Objective Monitoring of Tablet Use-Related Optical Exposure and Its Association With Axial Length in Preschool Children: Cross-Sectional Intelligent Monitoring Study.

Yidong Zhu, Hao Chen, Senlin Lin, Hong Jiang, Mingdao Zhang, Yi Sun, Chenshu Li, Yingnan Jia

Abstract read
In one paragraph

Article in JMIR human factors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Observational
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

8 authors.

Yidong Zhu *Preventive Medicine and Health Education Department, School of Public Health, Fudan University, 130 Dong An Road, Shanghai, 200032, China, 86 13764665540.ORCID 0009-0009-3862-0233
Hao Chen *Preventive Medicine and Health Education Department, School of Public Health, Fudan University, 130 Dong An Road, Shanghai, 200032, China, 86 13764665540.ORCID 0000-0002-7886-7822
Senlin Lin *Shanghai Eye Diseases Prevention & Treatment Center, Shanghai, China.ORCID 0000-0002-0166-1308
Hong Jiang *Department of Maternal, Child and Adolescent Health, School of Public Health, Fudan University, Shanghai, China.ORCID 0000-0002-2810-8000
Mingdao ZhangMidea Group (China), Nanchang, Jiangxi, China.ORCID 0009-0004-4395-0513
Yi SunPreventive Medicine and Health Education Department, School of Public Health, Fudan University, 130 Dong An Road, Shanghai, 200032, China, 86 13764665540.ORCID 0009-0009-9876-0844
Chenshu LiPreventive Medicine and Health Education Department, School of Public Health, Fudan University, 130 Dong An Road, Shanghai, 200032, China, 86 13764665540.ORCID 0009-0005-2449-6674
Yingnan JiaPreventive Medicine and Health Education Department, School of Public Health, Fudan University, 130 Dong An Road, Shanghai, 200032, China, 86 13764665540.ORCID 0000-0001-9211-4061

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In recent years, the global prevalence of myopia among children has continued to rise. The preschool years represent a critical period for visual development, and the widespread adoption of electronic screens among young children has brought increasing attention to pediatric visual health. However, the association between visual environmental exposures related to screen use-such as screen brightness and ambient illuminance-and the risk of myopia in preschool children has not been thoroughly investigated. Objective: This monitoring study aimed to investigate the association between electronic screen brightness, ambient illuminance, and axial length in preschool children to provide evidence-based support for developing screen brightness usage recommendations for this population. Methods: This cross-sectional monitoring study was conducted between March and July 2023 in Shanghai, China, involving 2 representative samples of kindergarten children aged 3 to 6 years. Each participant was provided with a tablet preinstalled with intelligent monitoring software, which continuously and objectively recorded real-time data on screen time and screen brightness over a consecutive 7-day period. In addition, comprehensive data collection encompassed standardized ophthalmic assessments, high-precision ambient illuminance measurements, simulated laboratory lighting evaluations, and parental questionnaires. Associations between ambient illuminance, screen brightness, and axial length were analyzed using multivariable linear regression and restricted cubic spline models. Results: Of the 199 children included in the total sample, 124 (62.3%) were boys, and 75 (37.7%) were girls. After adjustment for demographic characteristics, parental myopia, and screen use behaviors, the median ambient illuminance during tablet use was significantly inversely associated with axial length (β=-0.13, 95% CI -0.22 to -0.04; P=.006). A nonlinear dose-response relationship was identified between median screen brightness and axial length (Pnonlinearity=.004), with axial elongation accelerating beyond approximately 27 cd/m² and peaking around 56 cd/m². Boys (P<.001) and greater height (P=.33) were also significantly associated with longer axial length. Conclusions: Higher ambient illuminance during tablet use is associated with shorter axial length in preschoolers, whereas screen brightness exhibits a nonlinear effect on axial elongation. This study highlights the importance of optimizing both environmental lighting and device settings to protect visual health in young children, providing empirical support for guidelines on safe digital device use and ambient lighting conditions in early childhood.

Indexed as

Axial Length, EyeComputers, HandheldLightingMyopiaScreen TimeChildChild, PreschoolChinaCross-Sectional StudiesFemaleHumansMaleambient illuminanceaxial lengthpreschool childrenscreen brightnessvisual health

Identifiers

PMID41604589
PMCPMC12851525

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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.