ArticleGlobal mental health (Cambridge, England)2025
Development of a digital program for training non-specialist providers to deliver a psychosocial intervention for depression: a formative study to support scaling up task-shared depression care in the United States.
Article in Global mental health (Cambridge, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- 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
Corrections and comments
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Authors and funding
15 authors.
Funding
Abstract
Task-sharing holds promise for bridging gaps in access to mental healthcare; yet there remain significant challenges to scaling up task-sharing models. This formative study aimed to develop a digital platform for training non-specialist providers without prior experience in mental healthcare to deliver a brief psychosocial intervention for depression in community settings in Texas. A 5-step development approach was employed, consisting of: blueprinting, scripting, video production and digital content creation, uploading digital content to a Learning Management System and user testing. This resulted in the development of two courses, one called
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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.