中国早期青少年家庭和学校领域的抑郁症风险和保护因素:一个协会规则采矿方法
Chen Wang1, Ting Zhou2, Lin Fu3
1Department of Health Informatics and Management, School of Health Humanities, Peking University, Beijing 100191, China.
Behavioral sciences (Basel, Switzerland)
|November 24, 2023
概括
青少年抑郁症与家庭和学校因素有关. 组合风险,如家庭冲突和缺乏支持,加剧抑郁症,特别是在女孩和弱势学生.
科学领域:
- 心理学 心理学 心理学
- 青少年健康 青少年健康
- 心理健康研究 心理健康研究
背景情况:
- 青少年抑郁症是一个重大的公共卫生问题.
- 已知家庭和学校因素有助于青少年抑郁症.
- 这些因素的综合影响需要进一步调查.
研究的目的:
- 研究家庭和学校风险/保护因素对青少年抑郁症的综合影响.
- 分析这些影响跨不同性别,年龄组和中国青少年的留下状态.
主要方法:
- 对2455名中国中小学生进行的横截面调查.
- 使用关联规则挖掘,一种机器学习技术.
- 评估了抑郁症状和各种家庭/学校环境因素.
主要成果:
- 家庭凝聚力,家庭冲突,同行支持和教师支持与抑郁症密切相关.
- 综合因素加大了它们对抑郁症的影响.
- 负面因素加剧了,保护因素削弱了女性,中学生和社会经济不利的学生.
- 学校缺乏心理健康资源加剧了风险.
- 因素关联因性别,年龄和落后地位而异.
结论:
- 确定了影响青少年抑郁症的关键风险和保护因素.
- 强调考虑组合效应和子组变化的重要性.
- 强调需要针对特定青少年子组量身定制的干预措施.
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