Institutional Repository of Key Laboratory of Behavioral Science, CAS
Using Social Media to Explore the Consequences of Domestic Violence on Mental Health | |
Liu, Mingming1,2; Xue, Jia3; Zhao, Nan1; Wang, Xuefei1; Jiao, Dongdong4; Zhu, Tingshao1 | |
第一作者 | Liu, Mingming |
通讯作者邮箱 | tszhu@psych.ac.cn ; zhaonan@psych.ac.cn |
心理所单位排序 | 1 |
摘要 | A great deal of research has focused on the negative consequences of domestic violence (DV) on mental health. However, current studies cannot provide direct and reliable evidence on the impacts of DV on mental health in a short term as it is not feasible to measure mental health shortly before and after an unpredictable event like DV. This study aims to explore the short-term outcomes of DV on individuals' mental health. We collected a sample of 232 victims (77% female) and 232 nonvictims (gender and location matched with 232 victims) on Sina Weibo. In both the victim and nonvictim groups, we measured their mental health status during the 4 weeks before the first DV incident and during the 4 weeks after the DV incident. We used our proposed Online Ecological Recognition (OER) system, which is based on several predictive models to identify individuals' mental health statuses. Mental health statuses were measured based on individuals' Weibo profiles and messages, which included "Depression," "Suicide Probability," and "Satisfaction With Life." The results showed that mental health in the victim group was impacted by DV while individuals in the nonvictim group were not. Furthermore, the victim group demonstrated an increase in depression symptoms, higher suicide risks, and decreased life satisfaction after their DV experience. In addition, the effect of DV on individuals' mental health could appear in the conditions of child abuse, intimate partner violence, and exposure to DV. These findings inform that DV significantly impacts individuals' mental health over the short term, as in 4 weeks. Our proposed new data collection and analyses approach, OER, has implications for employing "big data" from social networks to identify individuals' mental health. |
关键词 | domestic violence prevention mental health and domestic violence Internet and abuse domestic violence assessment |
2021-02-01 | |
语种 | 英语 |
DOI | 10.1177/0886260518757756 |
发表期刊 | JOURNAL OF INTERPERSONAL VIOLENCE |
ISSN | 0886-2605 |
卷号 | 36期号:3-4页码:NP1965-NP1985 |
期刊论文类型 | 实证研究 |
收录类别 | SCI |
资助项目 | National Natural Science Foundation of China[31700984] ; National Basic Research Program of China[2014CB744600] ; National Key Research & Development Program of China[2016YFC1307200] |
出版者 | SAGE PUBLICATIONS INC |
WOS研究方向 | Criminology & Penology ; Family Studies ; Psychology |
WOS类目 | Criminology & Penology ; Family Studies ; Psychology, Applied |
WOS记录号 | WOS:000620257300080 |
WOS分区 | Q1 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/38553 |
专题 | 中国科学院行为科学重点实验室 |
通讯作者 | Zhao, Nan; Zhu, Tingshao |
作者单位 | 1.Inst Psychol, CAS Key Lab Behav Sci, Beijing, Peoples R China 2.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China 3.Univ Penn, Sch Social Policy & Practice, Philadelphia, PA USA 4.China Elect Corp, Res Inst 6, Basic Technol Lab, Beijing, Peoples R China |
第一作者单位 | 中国科学院行为科学重点实验室 |
通讯作者单位 | 中国科学院行为科学重点实验室 |
推荐引用方式 GB/T 7714 | Liu, Mingming,Xue, Jia,Zhao, Nan,et al. Using Social Media to Explore the Consequences of Domestic Violence on Mental Health[J]. JOURNAL OF INTERPERSONAL VIOLENCE,2021,36(3-4):NP1965-NP1985. |
APA | Liu, Mingming,Xue, Jia,Zhao, Nan,Wang, Xuefei,Jiao, Dongdong,&Zhu, Tingshao.(2021).Using Social Media to Explore the Consequences of Domestic Violence on Mental Health.JOURNAL OF INTERPERSONAL VIOLENCE,36(3-4),NP1965-NP1985. |
MLA | Liu, Mingming,et al."Using Social Media to Explore the Consequences of Domestic Violence on Mental Health".JOURNAL OF INTERPERSONAL VIOLENCE 36.3-4(2021):NP1965-NP1985. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Using Social Media t(486KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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