Research Department of Clinical, Educational and Health Psychology, University College London, Gower Street, London WC1E 7HB, United Kingdom.
Research Department of Clinical, Educational and Health Psychology, University College London, Gower Street, London WC1E 7HB, United Kingdom; iCope - Camden and Islington Psychological Therapies Services, Camden & Islington NHS Foundation Trust, Finsbury Health Centre, Pine Street, London EC1R 0LP, United Kingdom.
J Affect Disord. 2019 Apr 15;249:327-335. doi: 10.1016/j.jad.2019.02.043. Epub 2019 Feb 18.
Forty-percent of the variance in psychological treatment outcomes is estimated to be explained by symptom change by the third treatment session. However, change may not be uniform across patient groups and symptom domains. This study aimed to identify subgroups of patients with different trajectories of depression and anxiety symptom change during psychological therapy and identify baseline patient characteristics associated with these trajectories.
4394 patients attending two psychological treatment services completed sessional, self-report depression and anxiety measures. Trajectories of symptom change were investigated using latent class growth analysis. Multinomial logistic regression was used to explore associations between baseline patient characteristics and trajectory classes.
A number of distinct trajectories were identified. Anxiety symptom trajectories could be distinguished by the third treatment session, but for depression symptoms there was a class displaying limited change until session six followed by rapid improvement in symptoms thereafter. Compared to the non-responding trajectories, depression and anxiety trajectories indicating treatment response were associated with lower baseline severity, better social functioning and lower incidence of phobic anxiety, but not with medication prescription status.
Data came from two services, so wider generalisability is unknown. Predictors were limited to data routinely collected in the services; unmeasured factors may have improved the prediction of trajectories.
Baseline characteristics and symptom change early in therapy can help identify different trajectories of symptom change. This knowledge could aid clinical decision making and help improve treatment outcomes. By ignoring distinct trajectories, clinicians may incorrectly consider patients as "not-on-track" and unnecessarily change or end therapy that would otherwise benefit patients.
据估计,心理治疗结果的方差中有 40%可以通过第三次治疗时的症状变化来解释。然而,变化可能不会在患者群体和症状领域中均匀发生。本研究旨在确定在心理治疗过程中抑郁和焦虑症状变化具有不同轨迹的患者亚组,并确定与这些轨迹相关的基线患者特征。
4394 名接受两种心理治疗服务的患者完成了阶段性、自我报告的抑郁和焦虑测量。使用潜在类别增长分析来研究症状变化的轨迹。使用多项逻辑回归来探讨基线患者特征与轨迹类别之间的关联。
确定了一些不同的轨迹。焦虑症状轨迹可以在第三次治疗时区分,但对于抑郁症状,在第六次治疗之前显示出有限的变化,之后症状迅速改善。与无反应轨迹相比,表明治疗反应的抑郁和焦虑轨迹与较低的基线严重程度、更好的社会功能和较低的恐惧症焦虑发生率相关,但与药物处方状态无关。
数据来自两个服务,因此其普遍性未知。预测因素仅限于服务中常规收集的数据;未测量的因素可能会提高轨迹的预测能力。
基线特征和治疗早期的症状变化可以帮助确定症状变化的不同轨迹。这一知识可以帮助临床决策,并有助于改善治疗结果。通过忽略不同的轨迹,临床医生可能会错误地认为患者“不在轨道上”,并不必要地改变或结束可能对患者有益的治疗。