Suicidal ideation risk and socio-cultural factors in China: A longitudinal study on social media from 2010 to 2018 | |
Li, He; Han, Yujin; Xiao, Yunyu; Liu, Xingyun; Li, Ang; Zhu, Tingshao | |
刊名 | International journal of environmental research and public health |
2021 | |
卷号 | 18期号:3 |
关键词 | China psychache social media socio-cultural suicidal ideation risk two-way fixed effect word frequency |
ISSN号 | 1660-4601 |
DOI | 10.3390/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. |
WOS研究方向 | Environmental Sciences & Ecology ; Public, Environmental & Occupational Health |
出版者 | MDPI, ST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND |
WOS记录号 | WOS:000615199100001 |
内容类型 | 期刊论文 |
源URL | [http://ir.psych.ac.cn/handle/311026/38652] |
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.Department of Statistics, Renmin University of China, Beijing , China. 2.Department of Psychology, University of Chinese Academy of Sciences, Beijing , China. 3.Institute of Psychology, Chinese Academy of Sciences, Beijing , China. 4.Department of Psychology, Beijing Forestry University, Beijing , China. 5.School of Psychology, Central China Normal University, Wuhan , China. 6.School of Social Work, Indiana University-Purdue University Indianapolis, Indianapolis, 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). |
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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