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Using Survival Analysis to Understand Patterns of Sustainment within a System-Driven Implementation of Multiple Evidence-Based Practices for Children’s Mental Health Services

机译:在系统驱动的多种心理健康服务循证实践的系统驱动实施中使用生存分析来了解维持的方式

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摘要

Evidence-based practice (EBP) implementation requires substantial resources in workforce training; yet, failure to achieve long-term sustainment can result in poor return on investment. There is limited research on EBP sustainment in mental health services long after implementation. This study examined therapists’ continued vs. discontinued practice delivery based on administrative claims for reimbursement for six EBPs [Cognitive Behavioral Interventions for Trauma in Schools (CBITS), Child–Parent Psychotherapy, Managing and Adapting Practices (MAP), Seeking Safety (SS), Trauma-Focused Cognitive Behavior Therapy (TF-CBT), and Positive Parenting Program] adopted in a system-driven implementation effort in public mental health services for children. Our goal was to identify agency and therapist factors associated with a sustained EBP delivery. Survival analysis (i.e., Kaplan–Meier survival functions, log-rank tests, and Cox regressions) was used to analyze 19 fiscal quarters (i.e., approximately 57 months) of claims data from the Prevention and Early Intervention Transformation within the Los Angeles County Department of Mental Health. These data comprised 2,322,389 claims made by 6,873 therapists across 88 agencies. Survival time was represented by the time elapsed from therapists’ first to final claims for each practice and for any of the six EBPs. Results indicate that therapists continued to deliver at least one EBP for a mean survival time of 21.73 months (median = 18.70). When compared to a survival curve of the five other EBPs, CBITS, SS, and TP demonstrated a higher risk of delivery discontinuation, whereas MAP and TF-CBT demonstrated a lower risk of delivery discontinuation. A multivariate Cox regression model revealed that agency (centralization and service setting) and therapist (demographics, discipline, and case-mix characteristics) characteristics were significantly associated with risk of delivery discontinuation for any of the six EBPs. This study illustrates a novel application of survival analysis to administrative claims data in system-driven implementation of multiple EBPs. Findings reveal variability in the long-term continuation of therapist-level delivery of EBPs and highlight the importance of both agency and workforce characteristics in the sustained delivery of EBPs. Findings direct the field to potential targets of sustainment interventions (e.g., strategic assignment of therapists to EBP training and strategic selection of EBPs by agencies).
机译:实施循证实践需要在劳动力培训中投入大量资源;但是,无法长期维持下去可能会导致不良的投资回报。实施后很长时间,关于精神卫生服务中EBP维持的研究有限。这项研究基于对六种EBP进行补偿的行政要求,检查了治疗师的持续与不连续实践交付情况[学校创伤的认知行为干预(CBITS),儿童-父母心理治疗,管理和适应实践(MAP),寻求安全(SS) ,针对创伤的认知行为疗法(TF-CBT)和“积极育儿计划”在为儿童提供的公共精神卫生服务中以系统为导向的实施工作中得到采用。我们的目标是确定与持续EBP输送相关的代理和治疗因素。生存分析(即,Kaplan–Meier生存函数,对数秩检验和Cox回归)用于分析洛杉矶县部门内预防和早期干预转型的索赔数据的19个财政季度(即,大约57个月)心理健康。这些数据包括88个机构的6,873名治疗师提出的2,322,389项索赔。生存时间用每种治疗方法和六个EBP中从治疗师首次提出索赔到最终索赔所花费的时间来表示。结果表明,治疗师继续提供至少一种EBP,平均生存时间为21.73个月(中位= 18.70)。与其他五个EBP的生存曲线相比,CBITS,SS和TP表现出较高的交货中断风险,而MAP和TF-CBT表现出较低的交货中断风险。多元Cox回归模型显示,六个EBP中任何一个的代理(集中和服务设置)和治疗师(人口统计学,学科和病例混合特征)特征与分娩风险均显着相关。这项研究说明了在系统驱动的多个EBP实施中,生存分析对行政索赔数据的新颖应用。研究结果揭示了治疗师水平的EBP长期持续交付的可变性,并突出了机构和劳动力特征在EBP持续交付中的重要性。研究结果将这一领域引向了可持续干预的潜在目标(例如,对治疗师进行EBP培训的战略分配以及各机构对EBP的战略选择)。

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