ArticleThe Psychiatric quarterly2023
Adaptation and translation of a scalable measure for assessing health worker competence to deliver a brief psychological intervention: A case study from central India of its comparison to a performance-based measure.
Article in The Psychiatric quarterly, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04157816 (Digital Compared to Conventional Training for Non-Specialist Health Workers to Deliver a Brief Psychological Treatment for Depression in Primary Care in India), which is not on this map. Cited by 4 papers.
What it found
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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.
Digital Compared to Conventional Training for Non-Specialist Health Workers to Deliver a Brief Psychological Treatment for Depression in Primary Care in India: A Three-Arm Randomized Controlled Trial
Who cites it
4 citing papers in PubMed, 5 citations in OpenAlex.
- Acceptability of a digital program for training community health workers in the early detection and referral of schizophrenia in rural India: A mixed-methods pilot study.SSM. Mental health · 2026Article
- Scaling Up Task-Shared Depression Care in Texas: Evaluating the Preliminary Effectiveness and Acceptability of a Digital Program for Training Non-Specialist Providers.Psychiatric research and clinical practice · 2026Article
- Adapting and deploying a digital program for training non-specialist providers on a brief psychological intervention for depression in rural Gujarat, India.PLOS global public health · 2024Article
- Applying Human-Centered Design in Global Mental Health to Improve Reach Among Underserved Populations in the United States and India.Global health, science and practice · 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
8 authors at 4 institutions in 3 countries.
Funding
Abstract
Efforts to reduce the global burden of common mental disorders have focused on scaling up evidence-based training programs for non-specialist providers to deliver brief psychological interventions. To evaluate these provider training programs, appropriate and scalable assessments of competency need to be developed alongside them. We followed a systematic approach for the cultural adaptation and translation into Hindi of a valid, English, multiple-choice applied knowledge measure to assess non-specialists' competence to deliver a brief psychological intervention for depression in rural India. We then explored the relationship between the performance of 30 non-specialist providers on the same written measure compared with a structured performance-based measure consisting of two role-plays. The results of the multiple-choice assessment had an overall mean score of 37.40 (SD = 11.31) compared to the mean scores of role-play A (the easier role-play) of 43.25 (SD = 14.50) and role-play B (the more difficult role-play) of 43.25 (SD = 13.00). Role-play performance-based measures and written applied knowledge measures represent different approaches with unique strengths and challenges to measuring competence. Scaling up training programs requires the development of scalable methods for competency assessment. Exploring the relationship between these two measures, our team found no apparent differences between the two modes of assessment. Continued comparison of these approaches is needed to determine the consistency of outcomes across the two formats and to link the scores on these measures with clinical performance as reflected by the quality of care and patient outcomes.Trial Registration: ClinicalTrials.gov Identifier: NCT04157816; 8th November 2019.
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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.