ReviewCurrent psychiatry reports2019
Without Wasting a Word: Extreme Improvements in Efficiency and Accuracy Using Computerized Adaptive Testing for Mental Health Disorders (CAT-MH).
Review in Current psychiatry reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05184907 (Effects of Remote Motivational Enhancement on Engagement in Buprenorphine Treatment), which is not on this map. Cited by 35 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Effects of Remote Motivational Enhancement on Engagement in Buprenorphine Treatment
Who cites it
35 citing papers in PubMed.
- Effects of Remotely Delivered and Web-Based Interventions on Depression Severity During the COVID-19 Pandemic: 3-Arm Randomized Controlled Trial.JMIR mental health · 2026Trial
- Factors associated with long-term suicide risk severity among youth in community behavioral health care.Journal of affective disorders · 2026Article
- Measurement-Based Mental Health Care for Adolescents in Africa: Protocol for a Computerized Adaptive Test.JMIR research protocols · 2026Article
- The role of reduced sense of isolation in group-format PTSD treatment.Scientific reports · 2026Article
- Community health worker implementation of transdiagnostic evidence-based treatment in Spanish: protocol for refinement, implementation, and a feasibility pilot RCT.Implementation science communications · 2026Article
- Content Validity of the K-CATJournal of autism and developmental disorders · 2026Article
- Negative social ties as emerging risk factors for accelerated aging, inflammation, and multimorbidity.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Clinicians' Visual Attention During Suicide Screening Encounters: An Exploratory Eye-Tracking Study.medRxiv : the preprint server for health sciences · 2026Article
- Validating an adaptive digital assessment of youth mental health needs: a cross-sectional study.NPJ digital medicine · 2026Article
- Article
- Psychosocial stressors, accelerated biological aging, and multiple morbidities: Evidence from an age-diverse sample.PloS one · 2026Article
- Predicting PTSD development with early post-trauma assessments: a proof-of-concept for a concise tree-based classification method.European journal of psychotraumatology · 2025Article
- FRIDA: A Four-Factor Adaptive Screening Tool for Demoralization, Anxiety, Irritability, and Depression in Hospital Patients.Journal of clinical medicine · 2025Article
- Fast, smart, and adaptive: using machine learning to optimize mental health assessment and monitor change over time.Scientific reports · 2025Article
- Novel item selection strategies for cognitive diagnostic computerized adaptive testing: A heuristic search framework.Behavior research methods · 2024Article
- Social Networks, the COVID-19 Pandemic, and Emerging Adults' Mental Health: Resiliency Through Social Bonding and Cohesion.American journal of public health · 2024Article
- Walk-in mental health: Bridging barriers in a pandemic.PloS one · 2024Article
- Patient-reported outcome measures in cancer care: Integration with computerized adaptive testing.Asia-Pacific journal of oncology nursing · 2023Article
- What is typical: Atypical in young children's attention regulation?: Characterizing the developmental spectrum with the Multidimensional Assessment Profiles-Attention Regulation Infant-Toddler (MAPS-AR-IT) Scale.Infant mental health journal · 2023Article
- Participants' Engagement With and Results From a Web-Based Integrative Population Mental Wellness Program (CHAMindWell) During the COVID-19 Pandemic: Program Evaluation Study.JMIR mental health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
purpose of reviewWe review recent literature on the adaptive assessment of complex mental health disorders and provide a detailed comparison of classical test theory and adaptive testing based on multidimensional item response theory. RECENT
findingsAdaptive tests for a wide variety of mental health traits (e.g., depression, anxiety, mania, substance misuse, suicidality) are now available in a cloud-based environment. These tests have been validated in a variety of settings against lengthy structured clinical interviews with excellent results and even higher reliability than fixed-length tests. Applications include screening and assessments in emergency departments, psychiatric and primary care clinics, student health clinics, perinatal medicine clinics, child welfare settings, and the judicial system. The future of mental health measurement will be based on automated screening and assessments. Adaptive tests will provide increased precision of measurement and decreased burden of measurement. Integration into the electronic health record is important and now easily accomplished.
Indexed as
Identifiers
31264098What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.