自杀倾向和非自杀自伤的心理社会动态:数字语言视角
Charlotte Entwistle1,2, Katie Hoemann3,4, Sophie J Nightingale5
1Lancaster University, Lancaster, UK. charlotte.entwistle@liverpool.ac.uk.
Npj mental health research
|July 8, 2025
概括
这项研究分析了边缘性人格障碍 (BPD) 患者的Reddit帖子,以了解自我伤害行为. 研究结果揭示了心理社会动态和社区互动影响自杀性和非自杀性自伤 (NSSI).
科学领域:
- 计算社会科学 计算社会科学
- 精神病学是一个精神病学.
- 心理学 心理学 心理学
背景情况:
- 自伤,包括自杀倾向和非自杀性自伤 (NSSI),是一个重要的公共卫生问题,也是自杀的主要危险因素.
- 边界性人格障碍 (BPD) 的特点是自我伤害行为的高患病率,需要更深入地了解其心理社会基础.
研究的目的:
- 在BPD的背景下调查自杀倾向和NSSI的心理社会动态.
- 通过使用高级语言分析,探索在线BPD社区和自我伤害行为之间的相互作用.
主要方法:
- 一项大规模的自然主义研究分析了992名自认BPD的用户的66,786条Reddit帖子.
- 利用自然语言处理 (NLP) 技术来检查与BPD相关的在线论坛讨论.
主要成果:
- 在BPD患者中产生了与自杀倾向和NSSI相关的心理社会因素的新见解.
- 确定了在线BPD社区的言论和自我伤害行为的表现之间的显著相互作用.
结论:
- 该研究通过将计算方法与心理理论相结合,提供了对BPD自我伤害的细微理解.
- 这些发现对临床实践,人格理论和计算社会科学研究的进步有影响.
相关概念视频
Psychological and Sociocultural Causes of Schizophrenia
192
Schizophrenia, a complex psychiatric disorder, has been historically misunderstood. Early psychological theories attributed its origins to childhood trauma and unresponsive parenting. However, contemporary research largely rejects these notions, favoring the vulnerability-stress hypothesis. This model proposes that individuals with a genetic predisposition to schizophrenia may develop the disorder following exposure to significant environmental stressors. Notably, studies on high-risk...
192
Bullying
8.5K
A modern form of aggression is bullying. As you learn in your study of child development, socializing and playing with other children is beneficial for children’s psychological development. However, as you may have experienced as a child, not all play behavior has positive outcomes. Some children are aggressive and want to play roughly. Other children are selfish and do not want to share toys. One form of negative social interactions among children that has become a national concern is...
8.5K
Self-Presentation: Self-Monitoring and Self-Handicapping
40.4K
People can go to great lengths to protect their self-image and present themselves in ways that they want others to see them. Sociologist Erving Goffman presented the idea that a person is like an actor on a stage. Calling his theory dramaturgy, Goffman believed that we use “impression management” to present ourselves to others as we hope to be perceived. Each situation is a new scene, and individuals perform different roles depending on who is present (Goffman, 1959). Think about...
40.4K
Borderline Personality Disorder
144
Borderline Personality Disorder is a complex and multifaceted mental health condition characterized by pervasive instability in interpersonal relationships, self-image, emotions, and impulse control. This instability manifests in extreme emotional reactions, fear of abandonment, and self-destructive behaviors. The disorder significantly impacts daily functioning, often leading to distress in both personal and professional domains.
Genetic and Environmental Contributions
Borderline Personality...
Genetic and Environmental Contributions
Borderline Personality...
144
Depressive Disorders: Etiology
173
Depressive disorders result from a complex interplay of biological, psychological, and sociocultural factors, each contributing uniquely to the development and persistence of the condition. Understanding these factors provides critical insight into the multifaceted nature of depression.
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
173
Social Scripts
9.9K
People tend to know what behavior is expected of them in specific, familiar settings. A script is a person’s knowledge about the sequence of events expected in a specific setting (Schank & Abelson, 1977). Essentially, scripts are a particular kind of schema, one containing default values for the features within an event. In the restaurant example, the script's features include the props (e.g., tables, menu, food, and money), the roles to be played (e.g., customer and waiter),...
9.9K


