在成治疗期间使用物质的预测因素:对生态瞬间评估数据的网络分析
Fuschia Serre1,2,3, Christophe Gauld1,2,4,5, Laura Lambert1,2
1University of Bordeaux, Bordeaux, France.
Addiction (Abingdon, England)
|August 30, 2024
概括
高欲望和低自我效能强烈预测成患者的物质使用. 动态网络分析显示,这些因素在日常生活中比情绪或暗示暴露更有影响.
科学领域:
- 成研究研究成研究
- 心理学是一门科学.
- 网络分析 网络分析
背景情况:
- 生态瞬间评估 (EMA) 研究表明渴望影响物质使用.
- 了解物质使用作为一个动态系统提供了复发的见解.
- 以前的研究强调了渴望对后续物质使用的影响.
研究的目的:
- 分析日常生活中成症状的相互关系.
- 将动态网络分析应用于EMA数据以提高理解.
- 研究渴望和其他症状在复发中的动态相互作用.
主要方法:
- 来自两个两周EMA研究的时间序列数据的二次分析.
- 从211名法国成治疗中心的门诊患者收集的数据.
- 用于探索网络的多级向量自回归模型.
主要成果:
- 在渴望强度和物质使用之间发现了一个单向的关联.
- 更高的自我效能预测了更少的线索,更少的渴望和更少的物质使用.
- 渴望表现出一个负反循环与自我有效性.
结论:
- 动态网络分析确定了成门诊患者中物质使用的关键预测因素.
- 高渴望和低自我效能强烈预测物质使用.
- 这些因素比低情绪或高暗示暴露更有预测力.
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