Increasing the Value of Health Intervention Trials: Qualitative Research in the Early Psychosis Intervention Network (EPINET).

Despite the substantial capacity of qualitative and mixed methods research to advance healthcare and interventions knowledge, most large-scale health intervention trials exclusively use quantitative methods. The authors argue that qualitative research can optimize investments in these studies. As researchers within the Early Psychosis Intervention Network (EPINET), the authors highlight examples of how qualitative research has enhanced this national initiative, organizing them with a Learning Health System (LHS) framework to demonstrate the ways qualitative research can increase value at each phase of a health trial.

Youth Inpatient and Residential Treatment Psychiatric Beds: National Trends and Potential Causal Factors, 2010-2022.

Objective: Youth inpatient and residential treatment psychiatric services are essential components of the continuum of care. Concern has grown about the diminished availability of these services and the increasing need for them. This study aimed to examine the number of youths treated at inpatient and residential psychiatric facilities over a 12-year period and to assess the perceptions of state mental health authorities (SMHAs) about the reasons for changes in availability.

External validation of predictive models for antibiotic susceptibility of urine culture.

Objective: To develop, externally validate, and test a series of computer algorithms to accurately predict antibiotic susceptibility test (AST) results at the time of clinical diagnosis, up to 3 days before standard urine culture results become available, with the goal of improving antibiotic stewardship and patient outcomes.

Patients And Methods: Machine learning algorithms were developed and trained to predict susceptibility or resistance using over 4.7 million discrete AST classifications from urine cultures in a cohort of adult patients from outpatient and inpatient settings from 2012 to 2022.

Purpose in life moderates the relationship between perceived discrimination and cognitive functioning in midlife and older adults.

Objectives: Discrimination is associated with worse cognitive outcomes, but research is urgently needed to identify modifiable psychosocial resources that may buffer the impact of discrimination on cognition. Purpose in life is one such resource associated with positive health outcomes. However, it is unclear whether purpose in life may buffer the relationship between discrimination and cognition among older adults.

Fidelity to Common Elements of Coordinated Specialty Care: Outcomes of Clients With First-Episode Psychosis.

Objective: The present study examined whether clients enrolled in coordinated specialty care (CSC) programs for first-episode psychosis (FEP) across 22 states and territories showed improved clinical and functional outcomes and assessed whether program- or client-level predictors were associated with client outcomes. The study included CSC programs that subscribe to a variety of models, including Early Assessment and Support Alliance, OnTrack, and NAVIGATE.

Methods: Deidentified demographic and outcome data were collected from clients (N=770) receiving CSC services in 36 programs at the time of program entry and every 6 months for up to 18 months.