精神分裂症患者对炼干预措施的坚持预测因素
Rebecca Schwaiger1,2, Isabel Maurus1,2, Moritz Lembeck1,2
1Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany.
European archives of psychiatry and clinical neuroscience
|March 29, 2024
概括
更高的日常功能预测了对精神分裂症患者更好的坚持炼计划. 症状严重程度和其他因素的影响较小,无法预测个体的坚持.
科学领域:
- 精神病学和心理健康 精神病学和心理健康
- 运动科学 运动科学
- 临床心理学 临床心理学
背景情况:
- 运动是一种有益的辅助治疗精神分裂症.
- 高的退学率限制了运动干预措施在这个人群中的有效性.
- 了解坚持预测因素对于优化治疗结果至关重要.
研究的目的:
- 在精神分裂症患者中确定坚持6个月运动干预措施的预测因素.
- 探索具有潜在更高坚持度的临床子组.
- 用机器学习模型评估依从的个体水平可预测性.
主要方法:
- 这是一项大型的多中心研究,涉及两种类型的运动训练.
- 对参与者特征的分析:功能,症状,认知,生活质量,健康状况.
- K-means集群用于子组识别和随机森林,物流回归,回归用于预测建模.
主要成果:
- 较高的基线功能水平与更好的坚持有显著的关联.
- 症状严重程度,认知表现,生活质量和身体健康对坚持的影响有限.
- 一个具有较低症状的高功能组与严重疾病的个体相比,表现出更高的坚持.
- 使用测试的算法无法可靠地预测个体的坚持.
结论:
- 日常生活功能是影响精神分裂症患者坚持炼的关键因素.
- 症状的严重程度似乎不是实践坚持的主要障碍.
- 未来的干预措施应针对改善炼坚持的策略,特别是对于功能障碍的人来说.
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