萧条(经济学)
慢性抑郁症
心理学
多级模型
纵向研究
星团(航天器)
临床心理学
逻辑回归
多项式logistic回归
认知
医学
精神科
内科学
宏观经济学
程序设计语言
经济
病理
机器学习
计算机科学
作者
Moritz Elsaeßer,Bernd Feige,Levente Kriston,Lea Schumacher,Jasmin Peifer,Martin Hautzinger,Martin Härter,Elisabeth Schramm
出处
期刊:Psychotherapy and Psychosomatics
[S. Karger AG]
日期:2023-12-28
卷期号:93 (1): 65-74
被引量:2
摘要
<b><i>Introduction:</i></b> In clinical trials, mostly group-level treatment effects of repeated cross-sectional measures are analyzed. However, substantial heterogeneity regarding individual symptom profiles and the variability of treatment effects are often neglected, especially over the long-term course. To provide effective personalized treatments, investigations of these characteristics are urgently needed. <b><i>Methods:</i></b> Depression severity ratings over 104 weeks of follow-up after year-long treatment with the Cognitive Behavioral Analysis System of Psychotherapy (CBASP) or Supportive Psychotherapy (SP) were analyzed. Longitudinal cluster analysis and multinomial logistic regression analysis were conducted to investigate intraindividual trajectories from one of the largest psychotherapy trials in early-onset chronic depression. <b><i>Results:</i></b> Two-year post-study-treatment trajectories of <i>N</i> = 188 patients with early-onset chronic depression were grouped into four prototypical clusters. Overall, 16.0% of patients remitted (cluster 1) and most of them did not receive any treatment during the 2-year follow-up. However, 84.0% of patients continued to experience subthreshold (37.2% cluster 2) or major depressive symptoms (46.8% clusters 3–4) and spent on average more than half of the follow-up in pharmacological and psychological treatment. Hierarchical regression analysis indicated that previous study treatment with CBASP or SP did not significantly predict cluster allocation, while baseline variables accounted for a large proportion of explained variance (<i>R</i><sup>2</sup> <sub>N</sub> = 0.64). <b><i>Conclusion:</i></b> While some patients experienced stable remission over 2 years of follow-up, the majority of patients experienced subthreshold or major depressive symptoms regardless of former study treatment with CBASP or SP. This calls for a long-term perspective implementing staging and innovative treatment approaches such as the sequential model or modular psychotherapy.
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