预防自杀的安全规划:来自SERO应用程序的见解
Kerstin Denecke1, Elia Gabarron2
1Institute Patient-centered Digital Health, Bern University of Applied Sciences.
Studies in health technology and informatics
|April 9, 2025
概括
这项研究分析了数字安全计划,以了解用户在预防自杀方面的需求. 调查结果强调了数字心理健康工具的社会联系和个人应对策略的重要性.
科学领域:
- 数字心理健康数字心理健康
- 自杀预防研究 自杀预防研究
- 计算语言学计算语言学
背景情况:
- 安全规划是管理自杀危机的关键干预措施.
- 数字工具,如SERO应用程序,为安全规划提供了一种新的方法.
- 了解用户特定的安全计划组件对于有效的数字干预至关重要.
研究的目的:
- 在用户生成的安全计划中识别核心组件.
- 为设计数字自杀预防解决方案提供信息.
- 为了更好地调整技术支持与个人用户需求.
主要方法:
- 从SERO自杀预防应用程序中分析了1848年的安全计划.
- 应用BERTopic建模用于主题识别.
- 使用谷歌的Gemma-2大语言模型进行主题分析.
主要成果:
- 用户经常将家庭和亲人作为生活的理由.
- 身体迹象和情绪通常被报道为警告信号.
- 据报道,社交接触和参与活动是应对策略.
结论:
- 通过了解用户特定的动机和策略,可以加强数字安全规划干预.
- 在数字心理健康工具中提供个性化的支持至关重要.
- 整合用户识别的元素可以完善数字和传统的自杀预防方法.
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