一个数据驱动,个性化,混合数字健康干预自杀思想和行为的方法论性概念验证:一个案例系列
Kevin S Kuehn1, Lindsey S Aguilar1, Katherine T Foster2,3
1University of California San Diego, Department of Psychiatry, United States.
Internet interventions
|March 5, 2026
概括
这项研究引入了PRECISE,一个数字健康干预,使用实时数据个性化预防自杀. 这种方法有效地减少了高风险个体的自杀想法和行为.
科学领域:
- 心理健康 心理健康
- 数字健康干预措施 数字健康干预措施
- 自杀学 自杀学
背景情况:
- 自杀的想法和行为 (STBs) 是美国的主要死亡原因.
- 性病的个体风险因素差异很大,使预防工作复杂化.
- 个性化干预,将个体风险因素映射到想法中,可能会提高治疗效率.
研究的目的:
- 描述了一种名为PRECISE (PeRsonalizedEd 自杀事件临床干预) 的新型个性化,混合数字健康治疗.
- 评估PRECISE在高自杀风险人群中的可行性和初步结果.
- 利用生态瞬间评估 (EMA) 的特征网络模型来指导治疗目标.
主要方法:
- 一个5名高自杀风险参与者的案例系列,接受了6周的精确治疗.
- 参与者完成了每天5次EMA会议和每周的辅导会议.
- 结局,包括自杀想法和行为的严重程度,在基线,治疗后和6周后期进行了评估.
主要成果:
- 60%的参与者完成了完整的治疗方案,具有很高的坚持 (98%) 和满意度 (4.2/5).
- 辅导会议的平均出席率为4.4 (73.3%).
- 在治疗后和随访时 (d_zs = -1.33至 -2.00) 观察到自杀想法和行为显著减少.
结论:
- PRECISE展示了使用时间序列数据进行个性化自杀预防的混合数字健康干预的潜力.
- 从实时数据中获得的特征模型可以为自杀护理的临床决策提供信息.
- 这种方法对改善自杀预防策略充满希望,需要进一步研究.
相关概念视频
Treatment Strategies for Psychological Disorders
857
Treatment approaches for psychological disorders fall into three main categories: psychological, biological, and sociocultural. Each approach targets different aspects of mental health, requiring varying levels of education and training.
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...
857
Combination Therapies and Personalized Medicine
6.3K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
6.3K
Community Based Intervention
547
Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
547
Stress Prevention and Stress Management Techniques VI
301
Adopting a healthier lifestyle often requires overcoming significant challenges, but leveraging psychological, social, and cultural resources can facilitate meaningful change. Effective self-change hinges on understanding and applying key tools such as motivation and goal setting, which help sustain efforts toward long-term health benefits.
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
301


