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Technology addiction as a predictor of visual problems in early adolescents: a multicentre case-control study
Ecem Çiçek1, Feyza Demir Bozkurt1, Hilal Büyüktopaç Çakıcı1
1Department of Nursing, Faculty of Health Science, Bartın University, Türkiye.
Primary Health Care Research & Development
|July 28, 2026
Summary
Technology addiction, especially excessive online gaming, is linked to visual problems in adolescents. Early identification and digital hygiene education in schools and healthcare can help prevent these issues.
Area of Science:
- Public Health
- Ophthalmology
- Adolescent Health
Background:
- Rising screen time in adolescents fuels concerns about technology addiction and visual health.
- Primary health care needs to identify behavioral risk factors for early intervention.
Purpose of the Study:
- Examine the link between technology addiction and visual problems in early adolescents.
- Explore implications for primary health care and school health services.
Main Methods:
- Case-control study of 585 middle school students (grades 5-8).
- Case group: 47 students with visual impairment/corrective lenses.
- Control group: 538 students without visual problems.
- Data collected via interviews and the Technology Addiction Scale.
- Logistic regression used to identify predictors of visual problems.
Main Results:
- Students with visual problems had higher technology addiction scores (social media, messaging, gaming, browsing; p < .001).
- Longer screen time and irregular sleep correlated with higher addiction.
- Gender differences noted: girls higher in messaging/browsing, boys in gaming.
- Online gaming duration and total addiction scores predicted visual problems.
Conclusions:
- Technology addiction, particularly gaming, is a modifiable risk factor for adolescent visual problems.
- Integrating digital hygiene, screen-time monitoring, and risk assessment into primary care and school nursing is recommended for prevention.

