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Suicidal ideation risk and socio-cultural factors in China: A longitudinal study on social media from 2010 to 2018
Li, He1,2; Han, Yujin3; Xiao, Yunyu4; Liu, Xingyun5; Li, Ang6; Zhu, Tingshao1,2
第一作者Li, He
通讯作者邮箱tszhu@psych.ac.cn
心理所单位排序1
摘要

Many studies cited the importance of social factors as protective and risk factors for suicide. However, there is a lack of evidence on the influences of cultural and moral values. This study aims to examine the association between cultural values and suicidal ideation risks detected on an online social media platform. We collected a total of 5.1 billion pieces of Weibo posts from 2010 to 2018 to calculate their suicidal ideation risks as measured by psychache in the Chinese Suicide Dictionary. We calculated the word frequencies of cultural and moral values based on Cultural Value Dictionary and Moral Foundation Dictionary. We collected economic and population data from the China National Bureau of Statistics. Two-way fixed-effect models were performed to analyze the association between culture, economy, and population factors and suicidal ideation risks. The results confirm the relations between high suicidal ideation risk and public concerns of vice under the Chinese context such as harm (beta = 0.193, p < 0.01), betrayal (beta = 0.096, p < 0.01), and dirty (beta = 0.624, p < 0.001). In addition, extremely individualistic or collectivistic values of the public were associated with high suicidal ideation risks. The finding indicated the significant impact of social culture on suicide risk apart from the influence of the social economy and population characteristics. Our evidence informs population-based suicide prevention policymakers that incorporating cultural and moral values can help prevent suicidal ideation in China.

关键词China psychache social media socio-cultural suicidal ideation risk two-way fixed effect word frequency
2021
DOI10.3390/ijerph18031098
发表期刊International journal of environmental research and public health
ISSN1660-4601
卷号18期号:3
期刊论文类型实证研究
收录类别SCI ; SSCI
项目简介

This research was funded by China Social Science Foundation (grant number 17AZD041), and National Natural Science Foundation of China (grant number 92046006).

出版者MDPI, ST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND
WOS研究方向Environmental Sciences & Ecology ; Public, Environmental & Occupational Health
WOS类目Environmental Sciences ; Public, Environmental & Occupational Health
WOS记录号WOS:000615199100001
WOS分区Q1
引用统计
被引频次:14[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/38652
专题社会与工程心理学研究室
通讯作者Zhu, Tingshao
作者单位1.Institute of Psychology, Chinese Academy of Sciences, Beijing , China.
2.Department of Psychology, University of Chinese Academy of Sciences, Beijing , China.
3.Department of Statistics, Renmin University of China, Beijing , China.
4.School of Social Work, Indiana University-Purdue University Indianapolis, Indianapolis, USA.
5.School of Psychology, Central China Normal University, Wuhan , China.
6.Department of Psychology, Beijing Forestry University, Beijing , China.
第一作者单位中国科学院心理研究所
通讯作者单位中国科学院心理研究所
推荐引用方式
GB/T 7714
Li, He,Han, Yujin,Xiao, Yunyu,et al. Suicidal ideation risk and socio-cultural factors in China: A longitudinal study on social media from 2010 to 2018[J]. International journal of environmental research and public health,2021,18(3).
APA Li, He,Han, Yujin,Xiao, Yunyu,Liu, Xingyun,Li, Ang,&Zhu, Tingshao.(2021).Suicidal ideation risk and socio-cultural factors in China: A longitudinal study on social media from 2010 to 2018.International journal of environmental research and public health,18(3).
MLA Li, He,et al."Suicidal ideation risk and socio-cultural factors in China: A longitudinal study on social media from 2010 to 2018".International journal of environmental research and public health 18.3(2021).
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