Specific modifiable factors (e.g., screen time [ST], sleep duration, physical activity, or social connections) are targets for reducing depression risk in adults. However, research in adolescents lacks causal inference implementations, as prevention trials are costly and often prohibitive. Emulating randomized trials with observational data enables inference regarding hypothetical interventions on modifiable factors that reduce depression risk, in general and at-risk populations.

The therapeutic alliance is one of the most stable predictors of symptom burden over the course of therapy. So far, this effect has only been examined on the basis of sessions. Continuous-time models (CTM) allow this relationship to be modeled as a continuous process in which the actual time interval between measurements is considered. The aim of the present study was to compare the fit of discrete-time models (DTM) of the alliance-symptom relationship with CTM using different time variables (sessions vs. actual time interval).

Therapists report a lack of confidence and competence in teletherapy compared to in-person therapy. Training focusing on teletherapy skills is scarce. This study reports on (a) the development of a training workshop for facilitative interpersonal skills (FIS) in teletherapy (tele-FIRST) and (b) a randomized controlled trial assessing the efficacy of tele-FIRST. Tele-FIRST is a 2-hr online synchronous training workshop that incorporates didactics, deliberate practice, simulation of teletherapy challenges, modeling, and discussion.

The present study assessed two theory-driven mediators of the effects of a family group cognitive-behavioral (FGCB) preventive intervention for youth of parents with a history of major depressive disorder (MDD) or dysthymia on long-term youth psychopathology symptoms and diagnoses.

Sudden gains describe large and stable reductions in symptoms between two consecutive treatment sessions and have not yet been investigated in prolonged grief disorder (PGD), a new disorder in the 11th edition of the and text revision of the fifth edition of the characterized by separation distress and accompanying symptoms beyond 6 months of bereavement. The study aimed to examine the occurrence of sudden gains and their relation to treatment outcome and content during cognitive behavioral therapy (CBT) and supportive counseling for children and adolescents with PGD symptoms.

This study described therapists' delivery of six child mental health evidence-based practices (EBPs) over 33 months during the sustainment phase of a system-driven implementation aimed at improving access to EBPs in community settings.

The purpose of this randomized controlled trial was to test the effects of an online, coached mindfulness intervention on momentary negative affect (mNA) for youth with high levels of trait negative affectivity.

Children of parents with severe mental illness are at increased risk of mental illness throughout their lifespan due to complex gene-environment interactions. Preventive interventions supporting parents and children are warranted. Compared with usual treatment, we tested the effectiveness of a multidisciplinary family-based preventive intervention, VIA Family.

The goal of this study was to test if a mindfulness-based intervention (MBI) compared to an active control ameliorates the impacts of life stressors on momentary mindfulness and emotion regulation difficulties among adolescents exposed to chronic stressors.

Sexual assault (SA) is unfortunately common in U.S. college campuses. Friends are central to the social context of college women, and thus to the context of SA, and thus may play a key role in SA prevention. The objective of the present study was to provide a preliminary test of a novel friend-based motivational intervention (FMI) that encourages and prepares friends to work together to reduce SA risk.

This study examined whether a responsive parenting (RP) intervention for first-time Black mothers had secondary benefits for their mental health by reducing their postpartum depressive symptoms.

Machine learning has a great potential for prospectively forecasting individual patient response to mental health care (MHC), thereby enabling treatment personalization. However, previous efforts have been limited to populations living in predominantly higher income, developed countries. This study aimed to extend the reach of precision MHC systems by developing and testing a feasible and readily implementable algorithm for identifying patients at risk of nonresponse to routinely delivered psychotherapy in Chile, a developing country in Latin America.

This study sought to evaluate the feasibility, acceptability, and preliminary efficacy of the Happy Older Latinos are Active (HOLA) health promotion intervention in a group of older Latinos who were at risk for developing major depressive disorder or generalized anxiety disorder.

Mental health care in the United States is prohibitively difficult to access. Barriers of entry include a shortage of providers, high cost of services, insufficient insurance coverage, and layers of bureaucracy. This problem of low supply and high demand created a unique environment for capitalist problem solvers to enter the therapeutic market, via "therapy-matching platforms." Several ethically related Federal Trade Commission (FTC) complaints and independent investigations into these platforms highlight that the forward progress is not without growing pains. This commentary focuses on ensuring proper informed consent when providing services on therapy-matching platforms (e.g., BetterHelp, TalkSpace). (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Cancer-specific psychological interventions like cognitive behavioral stress management (CBSM) demonstrate distress (e.g., anxiety/depression) and quality of life (QoL) benefits. Digital formats can expand access.

Research has identified racial/ethnic disparities in mental health treatment engagement, and there have been recent calls to examine effects of mental health treatment engagement on clinical outcomes among youth of color. This study aimed to examine racial/ethnic differences in (a) behavioral and attitudinal engagement, (b) treatment effectiveness, and (c) the associations between engagement and treatment effectiveness.

This brief commentary critically examines the study "Psychotherapies for the Treatment of Borderline Personality Disorder: A Systematic Review" by Crotty et al. (2023) It highlights several methodological and reporting concerns that impact the study's credibility and conclusions. Key issues include the retrospective registration of the study protocol, discrepancies in authorship and protocol content, lack of clarity in inclusion and exclusion criteria, and limitations in geographical scope without clear justification. Furthermore, the letter discusses inconsistencies in the risk of bias and quality of evidence assessments, particularly in the application of the Grading of Recommendations Assessment, Development, and Evaluation system. These methodological shortcomings question the study's findings, contrasting with other comprehensive reviews in the field. The critique emphasizes the importance of methodological rigor and transparency in systematic reviews, especially those influencing clinical practice and policy decisions in mental health care. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Replies to comments made by Mattos et al. (see record 2025-49982-003) on the original article (see record 2024-19816-001). Mattos et al. critiqued our assessments of the certainty of evidence as being overly permissive and not adhering to the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) Working Group's guidelines. GRADE has become an international standard to describe the level of confidence that investigators have in estimates of effects. Like the risk of bias evaluations, determining the certainty of evidence involves subjective judgment. The true value of GRADE is not in yielding a definitive evidence certainty rating but in its emphasis on transparency. While we acknowledge and respect the differing viewpoints of Mattos et al. regarding our ratings, we caution against the rigid and formulaic use of the GRADE methodology. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Measurement-based care, that is, incorporating data-informed decision support for therapists into psychological therapy, has undergone significant advancements over the past 2 decades. Technological innovations such as computerized data assessment and feedback tools have facilitated its widespread adoption across various settings. For instance, clinicians can utilize psychometric data to personalize therapeutic approaches, strategies, or modules and track a patient's response to therapy in real time (e.g., Lutz, Schwartz, & Delgadillo, 2022). Furthermore, new algorithm-based clinical support tools used within measurement-based care can optimize treatment for such patients at risk for treatment failure. Consequently, measurement-based care is evolving into a data-informed and precision psychological therapy concept that can be viewed as a low-intensity transtheoretical adjunct to evidence-based treatments. It can be integrated at multiple care points into clinical practice regardless of the clinical modality, manual, or program used in a given health care system. Therefore, it emerges as an important component of clinical competence, practice, and training, akin to continuous monitoring of physical health indicators (e.g., insulin, fever, or blood pressure). In this viewpoint article, we summarize the core concepts of data-informed psychological therapy that customizes individual psychological interventions to meet specific patient needs. We also explore implications and future steps to integrate this approach into clinical practice . (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Research has demonstrated the effectiveness of interventions to reduce organizational skills deficits and homework problems, including the clinic-based Organizational Skills Training (OST-C) program (Abikoff et al., 2013). In this study, OST-C was adapted for schools as a small-group (Tier 2) intervention delivered by school partners (OST-T2).

In spite of the evidence that both symptom reduction and functional improvement are important for supporting recovery from trauma, psychotherapy process research has largely focused on mechanisms of symptom reduction. A better understanding of how change occurs in treatments that emphasize functional improvement rather than trauma processing is critical for optimizing effective, patient-centered care.