Suicidal Ideation Risk and Socio-Cultural Factors in China: A Longitudinal Study on Social Media from 2010 to 2018
Li, He3,4; Han, Yujin5; Xiao, Yunyu6; Liu, Xingyun1; Li, Ang2; Zhu, Tingshao3,4
刊名INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
2021-02-01
卷号18期号:3页码:12
关键词suicidal ideation risk socio-cultural social media word frequency China psychache two-way fixed effect
DOI10.3390/ijerph18031098
产权排序1
文献子类实证研究
英文摘要

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.

资助项目China Social Science Foundation[17AZD041] ; National Natural Science Foundation of China[92046006]
WOS研究方向Environmental Sciences & Ecology ; Public, Environmental & Occupational Health
出版者MDPI
WOS记录号WOS:000615199100001
内容类型期刊论文
源URL[http://ir.psych.ac.cn/handle/311026/38542]  
专题心理研究所_社会与工程心理学研究室
通讯作者Zhu, Tingshao
作者单位1.Cent China Normal Univ, Sch Psychol, Wuhan 430079, Peoples R China
2.Beijing Forestry Univ, Dept Psychol, Beijing 100083, Peoples R China
3.Chinese Acad Sci, Inst Psychol, Beijing 100101, Peoples R China
4.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China
5.Renmin Univ China, Dept Stat, Beijing 100872, Peoples R China
6.Indiana Univ Purdue Univ, Sch Social Work, Indianapolis, IN 46202 USA
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):12.
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),12.
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):12.
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