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Influencing factors of depressive symptoms in middle school students in Zhengzhou and construction of nomogram prediction model
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Qian ZHANG1, Jiao-long LAI2, Jia-jia HU2, Jun-na ZHANG2, Fan-ke ZHOU2, Xiao-min LOU2, Xian WANG2
Modern Preventive Medicine | 2024, 51(24) : 4492 - 4498
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Modern Preventive Medicine | 2024, 51(24): 4492-4498
Influencing factors of depressive symptoms in middle school students in Zhengzhou and construction of nomogram prediction model
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Qian ZHANG1, Jiao-long LAI2, Jia-jia HU2, Jun-na ZHANG2, Fan-ke ZHOU2, Xiao-min LOU2, Xian WANG2
Affiliations
  • Centers for Disease Control and Prevention school, Zhengzhou, Henan 451450, China
Published: 2024-12-25 doi: 10.20043/j.cnki.MPM.202408274
Outline
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Objective

To analyze the associated factors affecting depressive symptoms in middle school students and to construct a risk prediction line graph model to assess the risk of developing depressive symptoms in middle school students.

Methods

A total of 1 088 middle school students were selected to participate in the monitoring and intervention project of common diseases and health influencing factors in Zhongmu County, Zhengzhou City, using the information collected from the questionnaires. A multivariate logistic regression analysis was employed to identify the factors that influenced the occurrence of depressive symptoms, and a column graph was established to predict the risk of depressive symptoms in middle school students.

Results

The prevalence of depressive symptoms among middle school students reached 28.50%. Female students (OR=2.051,95% CI:1.475-2.851), living in school (OR=1.496,95% CI:1.069-2.093), abnormal family (OR=1.615,95% CI:1.013-2.530), beaten and scolded by parents within one month (OR=3.516,95% CI:2.159-5.726), smoking (OR=2.044,95CI:1.298-3.219), serious injury within one year (OR=2.576,95CI:1.225-5.417), bullying(OR=3.276,95CI:1.113-9.643), internet addiction (OR=7.421,95CI:4.624-11.909) can increase the risk of depressive symptoms in middle school students. Average daily fruit intake in a week (<1time/day: OR=0.513,95% CI:0.306-0.863; ≥1time/day: OR=0.500,95% CI:0.290-0.863), reduce the risk of depressive symptoms in middle school students. The Nomogram model based on the above factors had good differentiation (AUC=0.752) and accuracy (Hosmer-Lemeshow test result χ2=3.657, P>0.05).

Conclusion

Middle school students who are girls, live in school, abnormal families, beaten by parents within one month, seriously hurt within one year, smoking, bullying and Internet addiction are more likely to have depressive symptoms. The column-chart can be used to predict the risk of depression symptoms in middle school students effectively, so as to take timely intervention measures for high-risk groups.

Middle school students  /  Depressive symptoms  /  Nomogram  /  Influencing factor
Qian ZHANG, Jiao-long LAI, Jia-jia HU, Jun-na ZHANG, Fan-ke ZHOU, Xiao-min LOU, Xian WANG. Influencing factors of depressive symptoms in middle school students in Zhengzhou and construction of nomogram prediction model[J]. Modern Preventive Medicine, 2024 , 51 (24) : 4492 -4498 . DOI: 10.20043/j.cnki.MPM.202408274
Year 2024 volume 51 Issue 24
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Article Info
doi: 10.20043/j.cnki.MPM.202408274
  • Receive Date:2024-08-20
  • Online Date:2026-03-18
  • Published:2024-12-25
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  • Received:2024-08-20
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    Centers for Disease Control and Prevention school, Zhengzhou, Henan 451450, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
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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