Hierarchical and nested associations of suicide with marriage, social support, quality of life, and depression among the elderly in rural China: Machine learning of psychological autopsy data

Hierarchical and nested associations of suicide with marriage, social support, quality of life, and depression among the elderly in rural China: Machine learning of psychological autopsy data

ObjectivesTo identify mechanisms underpinning the complex relationships between influential factors and suicide risk with psychological autopsy data and machine learning method.DesignA case-control study with suicide deaths selected using two-stage stratified cluster sampling method; and 1:1 age-and...

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Bibliographic Details
Main Authors: Xinguang Chen, Qiqing Mo, Bin Yu, Xinyu Bai, Cunxian Jia, Liang Zhou, Zhenyu Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Psychiatry
Subjects:
suicide
rural Chinese
machine learning
depression
quality of life
social support
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2022.1000026/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyt.2022.1000026/full

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