Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation.

Large language models (LLMs) such as Open AI's GPT-4 (which power ChatGPT) and Google's Gemini, built on artificial intelligence, hold immense potential to support, augment, or even eventually automate psychotherapy. Enthusiasm about such applications is mounting in the field as well as industry. These developments promise to address insufficient mental healthcare system capacity and scale individual access to personalized treatments. However, clinical psychology is an uncommonly high stakes application domain for AI systems, as responsible and evidence-based therapy requires nuanced expertise. This paper provides a roadmap for the ambitious yet responsible application of clinical LLMs in psychotherapy. First, a technical overview of clinical LLMs is presented. Second, the stages of integration of LLMs into psychotherapy are discussed while highlighting parallels to the development of autonomous vehicle technology. Third, potential applications of LLMs in clinical care, training, and research are discussed, highlighting areas of risk given the complex nature of psychotherapy. Fourth, recommendations for the responsible development and evaluation of clinical LLMs are provided, which include centering clinical science, involving robust interdisciplinary collaboration, and attending to issues like assessment, risk detection, transparency, and bias. Lastly, a vision is outlined for how LLMs might enable a new generation of studies of evidence-based interventions at scale, and how these studies may challenge assumptions about psychotherapy.

The Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C) for serious mental illness in community mental health part 3: Study protocol to evaluate sustainment in a hybrid type 2 effectiveness-implementation cluster-randomized trial.

treatments (EBPTs) has advanced rapidly, research on the sustainment of implemented EBPTs remains limited. This is concerning, given that EBPT activities and benefits regularly decline post-implementation. To advance research on sustainment, the present protocol focuses on the third and final phase - the Sustainment Phase - of a hybrid type 2 cluster-randomized controlled trial investigating the implementation and sustainment of the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C) for patients with serious mental illness and sleep and circadian problems in community mental health centers (CMHCs). Prior to the first two phases of the trial - the Implementation Phase and Train-the-Trainer Phase - TranS-C was adapted to fit the CMHC context. Then, 10 CMHCs were cluster-randomized to implement Standard or Adapted TranS-C via facilitation and train-the-trainer. The primary goal of the Sustainment Phase is to investigate whether adapting TranS-C to fit the CMHC context predicts improved sustainment outcomes. Methods: Data collection for the Sustainment Phase will commence at least three months after implementation efforts in partnering CMHCs have ended and may continue for up to one year. CMHC providers will be recruited to complete surveys (N = 154) and a semi-structured interview (N = 40) on sustainment outcomes and mechanisms. Aim 1 is to report the sustainment outcomes of TranS-C. Aim 2 is to evaluate whether manipulating EBPT fit to context (i.e., Standard versus Adapted TranS-C) predicts sustainment outcomes. Aim 3 is to test whether provider perceptions of fit mediate the relation between treatment condition (i.e., Standard versus Adapted TranS-C) and sustainment outcomes. Mixed methods will be used to analyze the data. Discussion: The present study seeks to advance our understanding of sustainment predictors, mechanisms, and outcomes by investigating (a) whether the implementation strategy of adapting an EBPT (i.e., TranS-C) to the CMHC context predicts improved sustainment outcomes and (b) whether this relation is mediated by improved provider perceptions of treatment fit. Together, the findings may help inform more precise implementation efforts that contribute to lasting change. Trial Registration: ClinicalTrials.gov identifier: NCT05956678. Registered on July 21, 2023. https://classic.clinicaltrials.gov/ct2/show/NCT05956678?term=NCT05956678&draw=2&rank=1.

Development of a method for Making Optimal Decisions for Intervention Flexibility during Implementation (MODIFI): A modified Delphi study.

Background: Intervention adaptation is often necessary to improve the fit between evidence-based practices/programs and implementation contexts. Existing frameworks describe intervention adaptation processes but do not provide detailed steps for prospectively designing adaptations, are designed for researchers, and require substantial time and resources to complete. A pragmatic approach to guide implementers through developing and assessing adaptations in local contexts is needed. The goal of this project was to develop Making Optimal Decisions for Intervention Flexibility during Implementation (MODIFI), a method for intervention adaptation that leverages human centered design methods and is tailored to the needs of intervention implementers working in applied settings with limited time and resources. Method: MODIFI was iteratively developed via a mixed-methods modified Delphi process. Feedback was collected from 43 implementation research and practice experts. Two rounds of data collection gathered quantitative ratings of acceptability (Round 1) and feasibility (Round 2), as well as qualitative feedback regarding MODIFI revisions analyzed using conventional content analysis. Results: In Round 1, most participants rated all proposed components as essential but identified important avenues for revision which were incorporated into MODIFI prior to Round 2. Round 2 emphasized feasibility, where ratings were generally high and fewer substantive revisions were recommended. Round 2 changes largely surrounded operationalization of terms/processes and sequencing of content. Results include a detailed presentation of the final version of the three-step MODIFI method (Step 1: Learn about the users, local context, and intervention; Step 2: Adapt the intervention; Step 3: Evaluate the adaptation) along with a case example of its application. Discussion: MODIFI is a pragmatic method that was developed to extend the contributions of other research-based adaptation theories, models, and frameworks while integrating methods that are tailored to the needs of intervention implementers. Guiding teams to tailor evidence-based interventions to their local context may extend for whom, where, and under what conditions an intervention can be effective.

Implementation Science and Practice-Oriented Research: Convergence and Complementarity.

Implementation science is the scientific study of methods to promote the uptake of research findings and other evidence-based practices in routine care, with the goal of improving the quality and effectiveness of health services (Bauer et al., 2015). In addition to this common goal, practice-oriented psychotherapy research (and researchers) and implementation science (and scientists) share a common focus on the people and the places where treatment happens. Thus, there exists strong potential for combining these two approaches. In this article, we provide a primer on implementation science for psychotherapy researchers and highlight important areas and examples of convergence and complementarity between implementation science and practice-oriented psychotherapy research. Specifically, we (a) define and describe the core features of implementation science; (b) discuss similarities and areas of complementarity between implementation science and practice-oriented psychotherapy research; (c) discuss a case example that exemplifies the integration of implementation science and practice-oriented research; and (d) propose directions for future research and collaborations that leverage both implementation science and practice-oriented research.

An examination of individual and organizational theory in a pilot virtual facilitated learning collaborative to implement written exposure therapy.

Participant training alone is typically insufficient to ensure adoption of a new treatment. This study provides preliminary data on a pilot program that implemented written exposure therapy (WET) through a virtual facilitated learning collaborative (VFLC) that combined clinician training with implementation support. Ninety-five mental health clinicians from Veterans Health Administration clinics enrolled in the VFLC. Clinicians received 6 hr of training in WET plus weekly group consultation on training cases for 12-16 weeks. Clinic leaders participated in monthly group calls with facilitators to develop and track implementation plans, address barriers, and share resources. Clinicians completed the Perceived Characteristics of Intervention Scale and Implementation Climate Scale before training and after consultation, and the Intention Scale for providers after the program. Clinicians' positive perceptions of WET increased over time, t(85) = -8.80, p < .001, d = 0.95, and changes were moderated by how much reduction in symptoms their patients experienced, t(151) = -2.13, p = .035. The implementation climate for WET also improved over time, t(85) = -3.55, p < .001, d = 0.36. Consistent with the theory of planned behavior, clinicians' intention to continue using WET after training was influenced by their perceptions and attitudes about WET, subjective norms, and perceived behavioral control. The VFLC model was feasible and associated with increases in clinicians' and leaders' support for using WET. Patient outcomes predicted the amount of change in clinicians' perceptions about WET. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Adaptations of evidence-based trauma-focused interventions for children and adolescents: a systematic review.

BACKGROUND: Rates of potentially traumatic events (PTEs) and other forms of adversity among children are high globally, resulting in the development of a number of evidence-based interventions (EBIs) to address the adverse outcomes stemming from these experiences. Though EBIs are intended to be delivered according to set parameters, these EBIs are frequently adapted. However, little is known about existing adaptations of EBIs for children who experienced PTEs or other adversities. As such, this review aimed to determine: (1) why existing EBIs designed to address PTEs and other adversities experienced by children are adapted, (2) what processes are used to determine what elements should be adapted, and (3) what components of the intervention are adapted. METHODS: Nine academic databases and publicly available search engines were used to identify academic and grey literature. Initial screening, full-text review, data extraction, and quality determinations were completed by two members of the research team. Data were synthesized narratively for each adapted EBI by research question. RESULTS: Forty-two studies examining the adaptations of nine different EBIs were located, with Trauma-Focused Cognitive Behavioral Therapy and Cognitive Behavioral Intervention for Trauma in Schools being the most commonly adapted EBIs. Most frequently, EBIs were adapted to improve fit with a new population and to address cultural factors. Most commonly, researchers in combination with others made decisions about adapting interventions, though frequently who was involved in these decisions was not described. Common content adaptations included the addition of intervention elements and the tailoring/tweaking/refining of intervention materials. Common contextual adaptations included changes to the intended population, changes to the channel of treatment delivery, and changes to who administered the intervention. CONCLUSIONS: Most published studies of EBI adaptions have been developed to improve fit and address cultural factors, but little research is available about adaptations made by clinicians in day-to-day practice. Efforts should be made to evaluate the various types of adaptations and especially whether adaptations improve access to services or improve child outcomes in order to ensure that all children exposed to trauma can access effective treatment. TRIAL REGISTRATION: The protocol for this systematic review was published with PROSPERO (CRD42020149536).

A pilot randomized effectiveness trial of the unified protocol in trauma-exposed veterans.

BACKGROUND: The unified protocol (UP) is a promising transdisgnostic treatment for emotional disorders; limited data exists with trauma-exposed populations. This study compared effectiveness of the UP, presented centered therapy (PCT), and treatment as usual (TAU) in trauma-exposed veterans presenting to routine care. METHOD: Trauma-exposed veterans with one or more emotional disorder diagnoses participated in a pilot hybrid-1 effectiveness/preimplementation study. Thirty-seven male and female veterans were randomized to one of three conditions. RESULTS: Multilevel growth curve modeling demonstrated improvement over time across conditions with large effect sizes (range: -2.15 to -3.32), with the UP demonstrating the greatest change. The between group effect sizes for reductions in number of comorbid diagnoses were medium to small and statistically significant (TAU and UP, d = 0.49, p = .056; TAU and PCT d = 0.18, p = .166, UP and PCT d = 0.31, p = .229). Only the UP led to a decrease in the number of comorbid diagnoses (d = -0.71). Psychosocial functioning varied by group, with slight increases in impairment in PCT and TAU, and medium effect size reduction in the UP. Only the UP exhibited significant decreases in self-reported anxiety and depression. Between group differences for UP and PCT were medium to large and statistically significant for depression across two measures (d = -0.72 to d = -1.40). CONCLUSIONS: This represents the first trial examining effectiveness of the UP, PCT, and TAU in trauma-exposed veterans. Despite a small sample, large effect size differences demonstrated promising advantages for the UP. Trial Registration Number: NCT02944994.

Promises and pitfalls in implementation science from the perspective of US-based researchers: learning from a pre-mortem.

BACKGROUND: Implementation science is at a sufficiently advanced stage that it is appropriate for the field to reflect on progress thus far in achieving its vision, with a goal of charting a path forward. In this debate, we offer such reflections and report on potential threats that might stymie progress, as well as opportunities to enhance the success and impact of the field, from the perspective of a group of US-based researchers. MAIN BODY: Ten mid-career extramurally funded US-based researchers completed a "pre-mortem" or a group brainstorming exercise that leverages prospective hindsight to imagine that an event has already occurred and to generate an explanation for it - to reduce the likelihood of a poor outcome. We came to consensus on six key themes related to threats and opportunities for the field: (1) insufficient impact, (2) too much emphasis on being a "legitimate science," (3) re-creation of the evidence-to-practice gap, (4) difficulty balancing accessibility and field coherence, (5) inability to align timelines and priorities with partners, and (6) overly complex implementation strategies and approaches. CONCLUSION: We submit this debate piece to generate further discussion with other implementation partners as our field continues to develop and evolve. We hope the key opportunities identified will enhance the future of implementation research in the USA and spark discussion across international groups. We will continue to learn with humility about how best to implement with the goal of achieving equitable population health impact at scale.

Competence in Delivering Cognitive Processing Therapy and the Therapeutic Alliance Both Predict PTSD Symptom Outcomes.

Cognitive Processing Therapy (CPT) is efficacious in treating PTSD, but there remains a need to improve outcomes for individuals who do not fully respond to treatment. Differences between patient-therapist dyads in the fidelity (i.e., adherence and competence) of CPT delivery and the quality of the therapeutic relationship may partly explain differential levels of symptom improvement. Sessions were sampled from a randomized trial comparing different consultation conditions in training therapists new to CPT. Among 69 patients, one session from Sessions 1-3 and one session from Sessions 4-7 were reliably rated for adherence and competence using the CPT Therapist Adherence and Competence Scale, and for therapeutic alliance using the Working Alliance Inventory-Observer scale. Mixed models, including detrending using a fixed effect of session, predicted self-reported Posttraumatic Stress Disorder Checklist (PCL-IV) scores in one session using process scores from the previous session. The statistical interaction between fidelity and alliance scores to predict outcome was also examined. Alliance had significant, positive correlations (rs = 0.18-0.21) with same-session adherence and competence. Higher competence scores and higher therapeutic alliance scores in one session were independently associated with lower PCL-IV scores in the subsequent session. Adherence scores, which tended to be very high with relatively less variability, did not significantly relate to subsequent-session PCL-IV scores. Competence significantly interacted with alliance, such that sessions high in both competence and alliance predicted especially lower subsequent-session PCL-IV scores. A strong therapeutic alliance may have a synergistic, salutary effect with the competent delivery of CPT.

The role of the consultant in consultation for an evidence-based treatment for PTSD.

Consultation is an important implementation strategy to improve treatment fidelity and clinical outcomes, yet research has not identified the aspects of consultation that differentially affects clinician skill development and client symptom change. Thus, the present study investigated the effect of the consultant, consultation activities, and consultants' (n = 6) perceptions of consultees (n = 60) on post-traumatic stress disorder (PTSD) treatment fidelity and client outcomes. In addition, we assessed the accuracy of consultants' evaluations of clinicians using the Perceived Enthusiasm, Skill, and Participation scale (P-ESP). Results indicated that there was a significant effect of consultant on adherence to, but not competence in, delivering Cognitive Processing Therapy (CPT). The effect of the consultant on PTSD symptom change was not significant. Consultants significantly differed in their discussion of CPT strategies and their application to individual cases, but did not differ on reviewing and providing feedback on fidelity. Consultant perceptions as assessed by the P-ESP were not associated with clinicians' current levels of adherence or competence, suggesting that consultants may not accurately assess clinician skill during consultation. Client PTSD symptom change neither predicted, nor was predicted by, consultants' perceptions of their consultees' skill. This article outlines potential reasons for consultant effects and possible biases at play that may reduce the accuracy of consultant perceptions and presents suggestions on alternative strategies to assess clinician skill during consultation. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

A computational approach to measure the linguistic characteristics of psychotherapy timing, responsiveness, and consistency.

Although individual psychotherapy is generally effective for a range of mental health conditions, little is known about the moment-to-moment language use of effective therapists. Increased access to computational power, coupled with a rise in computer-mediated communication (telehealth), makes feasible the large-scale analyses of language use during psychotherapy. Transparent methodological approaches are lacking, however. Here we present novel methods to increase the efficiency of efforts to examine language use in psychotherapy. We evaluate three important aspects of therapist language use - timing, responsiveness, and consistency - across five clinically relevant language domains: pronouns, time orientation, emotional polarity, therapist tactics, and paralinguistic style. We find therapist language is dynamic within sessions, responds to patient language, and relates to patient symptom diagnosis but not symptom severity. Our results demonstrate that analyzing therapist language at scale is feasible and may help answer longstanding questions about specific behaviors of effective therapists.

Recovering From Intimate Partner Violence Through Strengths and Empowerment: Findings From a Randomized Clinical Trial.

Objective: Recovering from Intimate Partner Violence through Strengths and Empowerment (RISE) is a brief, variable-length (1-6 sessions), modular, individualized psychosocial counseling intervention for women experiencing intimate partner violence (IPV). Pilot findings demonstrated the potential helpfulness, acceptability, and feasibility of RISE; however, a randomized clinical trial (RCT) is needed to support program effectiveness.Methods: This RCT enrolled 60 women who experienced IPV within the prior year. Participants were recruited from an urban Veterans Health Administration hospital (October 2018 to September 2020). Participants completed a pretreatment assessment that included measures of relevant outcomes (primary: empowerment, self-efficacy, patient activation, and valued living; secondary: depression symptoms, IPV, and satisfaction with the intervention) and were randomly assigned to RISE or an enhanced care as usual (ECAU) condition. RISE participants received 1 to 6 sessions. ECAU participants received a single session consisting of psychoeducation, safety planning, resources, and referrals. Participants were reassessed 10 and 14 weeks after enrollment.Results: Intent-to-treat analyses using unconditional growth models revealed significant time-by-condition effects: RISE participants demonstrated higher increases in empowerment (d = 3.46) and self-efficacy (d = 1.09). RISE participants also experienced significant improvements in valued living (d = 0.53), depression symptoms (d = 0.49), and IPV reduction (d = 1.07) over time; however, the lack of a significant difference by condition suggested similar effectiveness of the interventions on these outcomes. Satisfaction was significantly higher for RISE than ECAU (d = 1.23).Conclusions: Results indicate the effectiveness of RISE in enhancing psychosocial well-being, especially empowerment and self-efficacy, among women experiencing IPV, for whom accessible health care-based interventions are needed.Trial Registration: ClinicalTrials.gov identifier: NCT03261700.

Changes in Community Clinicians' Attitudes and Competence following a Transdiagnostic Cognitive Behavioral Therapy Training.

BACKGROUND: Although the literature suggest that attitudes toward evidence-based practices (EBPs) are associated with provider use of EBPs, less is known about the association between attitudes and how competently EBPs are delivered. This study examined how initial attitudes and competence relate to improvements in attitudes and competence following EBP training. METHODS: Program evaluation data was collected during implementation of an EBP in a large community mental health network. Clinicians (N=891) received intensive training in cognitive behavioral therapy followed by six months of consultation. Attitudes were assessed using the Evidence-Based Practice Attitude Scale, and competence was assessed using the Cognitive Therapy Rating Scale. Data were analyzed by fitting three latent change score models to examine the relationship between changes in attitudes and competence across the training and within its two phases (workshop phase, consultation phase). RESULTS: Latent change models identified significant improvement in attitudes (Ms latent change≥1.03, SEs≤ 0.18, zs≥6.55, ps< .001) and competence (Ms latent change ≥14.16, SEs≤3.10, zs≥2.82, ps<.001) across the full training and in each phase. Higher pre-workshop attitudes predicted significantly greater change in competence in the workshop and across training (bs≥1.62, SEs≤0.90, z≥1.09, p<.04, ß≥0.10); however, contrary to our hypothesis, post-workshop attitudes did not significantly predict change in competence in consultation (b=1.62, SE=0.86, z=1.87, p=.06, ß=0.09). Change in attitudes and change in competence in the training period and within the two phases were not significantly correlated. CONCLUSIONS: Results indicate that pre-training attitudes about EBPs present a target for implementation interventions, given their relation to changes in both attitudes and competence throughout training. Following participation in in itial training workshops, other factors such as subjective norms, implementation culture, or system-level policy shifts may be more predictive of change in competence through consultation.

A personalized index to inform selection of a trauma-focused or non-trauma-focused treatment for PTSD.

PTSD treatment guidelines recommend several treatments with extensive empirical support, including Prolonged Exposure (PE), a trauma-focused treatment and Present-Centered Therapy (PCT), a non-trauma-focused therapy. Research to inform treatment selection has yielded inconsistent findings with single prognostic variables that are difficult to integrate into clinical decision-making. We examined whether a combination of prognostic factors can predict different benefits in a trauma-focused vs. a non-trauma-focused psychotherapy. We applied a multi-method variable selection procedure and developed a prognostic index (PI) with a sample of 267 female veterans and active-duty service members (mean age 45; SD = 9.37; 53% White) with current PTSD who began treatment in a randomized clinical trial comparing PE and PCT. We conducted linear regressions predicting outcomes (Clinician-Administered PTSD Scale score) with treatment condition, the PI, and the interaction between the PI and treatment condition. The interaction between treatment type and PI moderated treatment response, moderated post-treatment symptom severity, b = 0.30, SEb = 0.15 [95% CI: 0.01, 0.60], p = .049. For the 64% of participants with the best prognoses, PE resulted in better post-treatment outcomes; for the remainder, there was no difference. Use of a PI may lead to optimized patient outcomes and greater confidence when selecting trauma-focused treatments.

A Novel Approach to the Assessment of Fidelity to a Cognitive Behavioral Therapy for PTSD Using Clinical Worksheets: A Proof of Concept With Cognitive Processing Therapy.

Fidelity monitoring is a critical indicator of psychotherapy quality and is central to successful implementation. A major barrier to fidelity in routine care is the lack of feasible, scalable, and valid measurement strategies. A reliable, low-burden fidelity assessment would promote sustained implementation of cognitive behavioral therapies (CBTs). The current study examined fidelity measurement for cognitive processing therapy (CPT) for posttraumatic stress disorder (PTSD) using clinical worksheets. External raters evaluated patient worksheets done as a part of treatment, both guided by the therapist and completed independently as homework. Results demonstrated that fidelity ratings from CPT session worksheets were feasible and efficient. Notably, they were strongly correlated with observer ratings of the fidelity of CPT strategies that were present on the worksheets. Agreement among ratings conducted by individuals with a range of experience with CPT was acceptable to high. There was not a main effect of therapist-guided, in-session worksheet ratings on PTSD symptom change. However, patient competence in completing worksheets independently was associated with greater PTSD symptom decline and in-session, therapist-guided worksheet completion was associated with larger symptom decreases among patients with high levels of competence. With further research and refinement, rating of worksheets may be an efficient way to examine therapist and patient skill in key CPT elements, and their interactions, compared to the gold standard of observer ratings of therapy video-recordings. Additional research is needed to determine if worksheets are an accurate and scalable alternative to gold standard observer ratings in settings in which time and resources are limited.

The Effect of PTSD Symptom Change on Suicidal Ideation in a Combined Military and Civilian Sample Engaged in Cognitive Processing Therapy.

In light of the well-established relationship between posttraumatic stress disorder (PTSD) and suicidal ideation (SI), there has been a push for treatments that simultaneously improve symptoms of PTSD and decrease SI. Using data from a randomized controlled hybrid implementation-effectiveness trial, the current study investigated the effectiveness of Cognitive Processing Therapy (CPT; Resick, Monson, & Chard, 2016) on PTSD and SI. The patient sample (N = 188) was diverse in military and veteran status, gender, and comorbidity, and 73% of the sample endorsed SI at one or more points during CPT. Participants demonstrated significant improvement in SI over the course of CPT. Multilevel growth curve modeling revealed a significant association between PTSD symptom change and change in SI. Results from cross-lagged multilevel regressions indicated that PTSD symptoms predicted SI in the next session, yet SI in a given session did not predict PTSD symptoms in the next session. Potentially relevant clinical factors (i.e., military status, gender, depression diagnosis, baseline SI, study consultation condition) were not associated with the relationship between PTSD symptoms and SI. These results add to the burgeoning literature suggesting that evidence-based treatments for PTSD, like CPT, reduce suicidality in a range of individuals with PTSD, and that this reduction is predicted by improvements in PTSD symptoms.

Getting Routine Intimate Partner Violence Screening Right: Implementation Strategies Used in Veterans Health Administration (VHA) Primary Care.

BACKGROUND: Evidence supports the clinical effectiveness of intimate partner violence (IPV) screening programs, but less is known about implementing and sustaining them. This qualitative study identified implementation strategies used to integrate IPV screening programs within Veterans Health Administration (VHA) women's health primary care. METHODS: Thirty-two administrators and clinician key informants from 11 VHA facilities participated in semistructured interviews. Implementation strategies were identified using established definitions from implementation science literature, through multistep content analysis, involving site comparisons by implementation status. RESULTS: We identified 8 implementation strategies. Three were present across all sites: (1) conduct ongoing IPV trainings, (2) conduct educational meetings and outreach visits, and (3) develop and distribute educational materials. Five strategies were unique to early adopting sites: (4) identify and prepare champions, (5) change record systems to remind clinicians, (6) create a learning collaborative through advisory boards or workgroups, (7) audit and provide feedback with relay of clinical data to providers, and (8) access new funding. DISCUSSION: Strategies align with and extend literature addressing barriers to screening. Evidence shows that effective IPV screening implementation in primary care requires a bundle of well-defined, carefully selected strategies. CONCLUSIONS: Implementation strategies used collectively can enable integration of IPV screening programs in primary care.

The Effect of Therapeutic Alliance on Dropout in Cognitive Processing Therapy for Posttraumatic Stress Disorder.

A substantial number of individuals who undergo cognitive processing therapy (CPT) for posttraumatic stress disorder (PTSD) drop out before receiving a full course of treatment. Therapeutic alliance, defined as the working relationship between the therapist and client, is a dynamic process within therapy that may change over time. Research suggests that therapeutic alliance is associated with dropout in various treatments. However, no studies have yet examined the association between therapeutic alliance and dropout in CPT, and few studies have examined therapeutic alliance longitudinally over the course of treatment. Examining alliance in CPT through different methods may increase clinicians' understanding of how to tailor interventions to prevent treatment dropout. The present study examined the association between therapeutic alliance and treatment dropout among 169 participants in a randomized implementation effectiveness trial. In total, 33.1% of clients dropped out over the course of CPT, and nearly half of these individuals dropped out during the first six sessions. Continuous-time survival analysis results indicated that mean ratings of alliance significantly predicted treatment dropout, Wald χ2 (1, N = 167) = 4.08, Exp(ß) = .64, p = .043, whereas initial alliance, late alliance, and change in alliance over treatment did not. These findings suggest that overall therapeutic alliance is an important predictor of dropout from CPT.

A Glimpse into the "Black Box": Which Elements of Consultation in an EBP are Associated with Client Symptom Change and Therapist Fidelity?

Background: Consultation is an implementation strategy that improves delivery and clinical outcomes for Cognitive Processing Therapy (CPT), an evidence-based practice (EBP) for posttraumatic stress disorder (PTSD). However, little is known about the specific components of consultation that influence the fidelity of treatment delivery or clinical outcomes. Methods: The current study examined whether specific activities performed during CPT consultation meetings were associated with better fidelity to the CPT protocol among 60 newly trained therapists or improved clinical outcomes among 135 clients treated by these therapists. Consultation activities that fall under three broad categories (discussion of the application of CPT to individual cases, review/feedback on fidelity, and technical difficulties) were measured by consultant checklists for each consultation session. Treatment fidelity (adherence to the protocol and competence of delivery) was rated by trained observers for a random sample of therapists' CPT sessions following consultation. The self-reported PTSD Checklist-IV assessed PTSD symptom change. Results: Multilevel regression analyses indicated that higher therapist consultation attendance predicted a greater decrease in their clients' PTSD symptoms and that attendance was not associated with observer-rated treatment fidelity. Discussion of the application of specific CPT strategies was the only consultation activity that was significantly associated with greater improvement in PTSD symptoms. Lastly, no consultation activities were significantly associated with treatment fidelity. Conclusions: Our findings suggest that specific consultation strategies such as emphasizing the discussion of the application of specific CPT strategies to individual cases during consultation meetings may be effective in improving the clinical outcomes of CPT.

Training During a Pandemic: Successes, Challenges, and Practical Guidance From a Virtual Facilitated Learning Collaborative Training Program for Written Exposure Therapy.

In response to COVID-19, continued workforce training is essential to ensure that evidence-based treatments are available on the frontline to meet communities' ongoing and emerging mental health needs. However, training during a pandemic imposes many new challenges. This paper describes a multisite training and implementation pilot program, facets of which allowed for continued training despite the onset of the COVID-19 pandemic and subsequent social distancing guidelines. This virtual facilitated learning collaborative in Written Exposure Therapy, an evidence-based treatment for posttraumatic stress disorder, included virtual workshop training, phone-based clinical consultation, implementation-focused video calls for program leadership, and program evaluation. Data are presented about program enrollees and patient impact following the onset of COVID-19-related social distancing restrictions. Challenges, successes, and practical guidance are discussed to inform the field regarding training strategies likely to be durable in an uncertain, dynamic healthcare landscape.