Evidence map›Paper›PMID 41310016›Full record

ArticleScientific reports2025

Computer vision syndrome with academic burnout among college students in majors of medical and health-related fields and the moderating effect of gender.

Ziao Hu, Dongni Pei, Yu Zhang, Dong Yang, Xihai Gao, Fen Tang, Wen Deng, Yuan Cai, Yurong Yun, Haoyu Zhao and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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
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0citing papers in PubMed
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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

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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

11 authors.

Ziao Hu *Department of Ophthalmology, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China.
Dongni Pei *Department of Liver Surgery, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China.
Yu ZhangMedical School, Zhangjiajie College, Zhangjiajie, 427000, Hunan, China.
Dong YangSchool of Education, Chuxiong Normal University, Chuxiong, Yunnan, 675099, China.
Xihai GaoSchool of Medical Technology, Binzhou Polytechnic College, Binzhou, 256603, Shandong, China.
Fen TangDepartment of Ophthalmology, Autonomous Region & Guangxi Key Laboratory of Eye Health & Guangxi Health Commission Key Laboratory of Ophthalmology and Related Systemic Diseases Artificial Intelligence Screening Technology &Institute of Ophthalmic Diseases, The People' s Hospital of Guangxi Zhuang, Guangxi Academy of Medical Sciences, Nanning, 530021, China.
Wen DengDepartment of Ophthalmology, Autonomous Region & Guangxi Key Laboratory of Eye Health & Guangxi Health Commission Key Laboratory of Ophthalmology and Related Systemic Diseases Artificial Intelligence Screening Technology &Institute of Ophthalmic Diseases, The People' s Hospital of Guangxi Zhuang, Guangxi Academy of Medical Sciences, Nanning, 530021, China.
Yuan CaiSchool of Medicine, Hainan Vocational University of Science and Technology, Haikou, Hainan, 571137, China.
Yurong YunSchool of Medicine, Hainan Vocational University of Science and Technology, Haikou, Hainan, 571137, China.
Haoyu ZhaoDepartment of Ophthalmology, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China.
Yedi ZhouDepartment of Ophthalmology, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China. zhouyedi@csu.edu.cn.

Funding

Project of Guangxi Key Laboatory of Eye Health (No. 23-026-18), and the Open Research Project of Guangxi Key Laboratory of Eye Health GXYJK-202402
6 · The paper itself

Abstract

College students in majors of medical and health-related fields in the academic environment are at high risk of experiencing academic burnout (AB) and computer vision syndrome (CVS). This study explored the direct relationship between CVS and AB among these students. In addition, the study grounded in Job Demand-resources (JD-R) Theory and Social Role Theory constructed a moderated mediation model to examine the mediating role of academic stress (AS) and the moderating role of gender. A total of 859 college students in majors of medical and health-related fields participated in this cross-sectional study. The results demonstrated that CVS had a significant positive prediction on both AS and AB among these students, AS significantly and positively predicted AB, AS played a significant mediating role in the relationship between CVS and AB. Additionally, gender significantly moderated the prediction of CVS on AB, no significant gender difference in CVS was observed, a significant gender difference in AB was found, with males reporting significantly higher AB than females, once again confirmed in the academic environments that gender is key to understanding burnout. These findings improve our understanding of how CVS contributes to AB and the emergence of gender difference of these students' AB. Furthermore, to promote gender equality in medical and health-related fields in academic environments, this study provides actionable insights for medical education institutions to mitigate both AB and CVS according to gender differences and the relationship between CVS and AB.

Indexed as

Burnout, ProfessionalStudentsAdultCross-Sectional StudiesFemaleHumansMaleSex FactorsSurveys and QuestionnairesUniversitiesYoung AdultAcademic burnoutAcademic stressCollege students in majors of medical and health-related fieldsComputer vision syndromeGender

Identifiers

PMID41310016
PMCPMC12770599

What OpenQuestion holds

Textmetadata
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.