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Determinants and prediction model construction of coexistence of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou City
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Haoxuan XU1, 2, Shengxian WANG1, Fei REN1, Liping DAI3, Shiming LAI1, Shiguang ZHAO*, 1
Chinese Journal of School Health | 2025, 46(8) : 1198 - 1202
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Chinese Journal of School Health | 2025, 46(8): 1198-1202
• Disease Control •
Determinants and prediction model construction of coexistence of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou City
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Haoxuan XU1, 2, Shengxian WANG1, Fei REN1, Liping DAI3, Shiming LAI1, Shiguang ZHAO*, 1
Affiliations
  • 1Department of Nutrition and Food Safety, Quzhou Center for Disease Control and Prevention, Quzhou 324000, Zhejiang Province, China
Published: 2025-08-25 doi: 10.16835/j.cnki.1000-9817.2025229
Outline
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Objective

To investigate the coexistence of comorbidity of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou and its associated factors, so as to provide evidence for integrated prevention and control of common multiple health issues in students.

Methods

From September to November 2023, a total of 5 867 middle school students from 6 counties (cities and districts) in Quzhou City were selected by stratified random cluster sampling. Physical and visual examinations were conducted, and the Center for Epidemiological Studies - Depression Scale (CES-D) along with a questionnaire on health status and influencing factors were completed. Multivariate Logistic regression was used to analyze the related factors of coexistence of myopia, overweight/obesity, and depressive symptoms among middle school students, and a nomogram model was constructed based on the results.

Results

A total of 161 middle school students in Quzhou City were identified as having comorbid myopia, overweight/ obesity and depressive symptoms, with a detection rate of 2.74%. The results of multivariate Logistic regression analysis showed that the coexistence of myopia, overweight/obesity and depressive symptoms increased among middle school students with older age (OR=1.11), a greater number unhealthy dietary behaviors (1, 2, ≥3; OR=2.40, 2.70, 4.63), insufficient sleep(OR=1.78) and alcohol consumption (OR=2.11)(all P < 0.05). Compared with no homework after class, those whose homework duration after class was 1 to < 2 hour had a lower risk of comorbidity of myopia, overweight/obesity and depressive symptoms (OR=0.53, P < 0.05). The results of the nomogram model showed that the AUC (95%CI) was 0.71 (0.67-0.74).

Conclusions

The coexistence of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou City is related to age, sleeping, alcohol consumption, poor dietary behavior and the duration of after-school homework. The nomogram model can assist in the early screening and intervention of multiple health issues among students.

Myopia  /  Overweight  /  Obesity  /  Depression  /  Comorbidity  /  Regression analysis  /  Students
徐皓轩, 王圣贤, 任斐, 戴黎萍, 来时明, 赵士光. 衢州市中学生近视超重肥胖抑郁共存相关因素及预测模型构建. 中国学校卫生, 2025 , 46 (8) : 1198 -1202 . DOI: 10.16835/j.cnki.1000-9817.2025229
Haoxuan XU, Shengxian WANG, Fei REN, Liping DAI, Shiming LAI, Shiguang ZHAO. Determinants and prediction model construction of coexistence of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou City[J]. Chinese Journal of School Health, 2025 , 46 (8) : 1198 -1202 . DOI: 10.16835/j.cnki.1000-9817.2025229
Year 2025 volume 46 Issue 8
7
4
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doi: 10.16835/j.cnki.1000-9817.2025229
  • Receive Date:2025-02-25
  • Online Date:2026-11-06
  • Published:2025-08-25
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  • Received:2025-02-25
  • Revised:2025-04-07
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    1Department of Nutrition and Food Safety, Quzhou Center for Disease Control and Prevention, Quzhou 324000, Zhejiang Province, China
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表12种不同金属材料的力学参数
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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