Owen Jesse, Adelson Jill, Budge Stephanie, Wampold Bruce, Kopta Mark, Minami T, Miller Scott
University of Denver.
University of Louisville.
J Clin Psychol. 2015 Sep;71(9):817-27. doi: 10.1002/jclp.22191. Epub 2015 Jul 30.
The current study used multilevel growth mixture modeling to ascertain groups of patients who had similar trajectories in their psychological functioning over the course of short-term treatment.
A total of 10,854 clients completed a measure of psychological functioning before each session. Psychological functioning was measured by the Behavioral Health Measure, which is an index of well-being, symptoms, and life-functioning. Clients who attended 5 to 25 sessions at 46 different university/college counseling centers and one community mental health center were included in this study. Client diagnoses and the specific treatment approaches were not known.
A 3-class solution was a good fit to the data. Clients in classes 1 and 3 had moderate severity in their initial psychological functioning scores, and clients in class 2 had more distressed psychological functioning scores. The trajectory for clients in class 1 was typified by early initial change, followed by a plateau, and then another gain in psychological functioning later in treatment. The trajectory for clients in class 2 demonstrated an initial decrease in functioning, followed by a rapid increase, and then a plateau. Last, the clients in class 3 had a steady increase of psychological functioning, in a more linear manner.
The trajectories of change for clients are diverse, and they can ebb and flow more than traditional dose-effect and good-enough level models may suggest.
本研究采用多水平生长混合模型来确定在短期治疗过程中心理功能具有相似轨迹的患者群体。
共有10854名来访者在每次治疗前完成了一项心理功能测量。心理功能通过行为健康测量来评估,该测量是幸福感、症状和生活功能的一个指标。本研究纳入了在46个不同的大学/学院咨询中心和一个社区心理健康中心参加了5至25次治疗的来访者。来访者的诊断和具体治疗方法不详。
三类解决方案与数据拟合良好。第1类和第3类来访者的初始心理功能得分中等严重,第2类来访者的心理功能得分更痛苦。第1类来访者的轨迹特点是早期有初始变化,随后趋于平稳,然后在治疗后期心理功能又有所提高。第2类来访者的轨迹显示功能最初下降,随后迅速上升,然后趋于平稳。最后,第3类来访者的心理功能以更线性的方式稳步提高。
来访者的变化轨迹多种多样,其起伏程度可能比传统的剂量效应模型和足够好水平模型所显示的更大。