ArticlePLOS global public health2024
Adapting and deploying a digital program for training non-specialist providers on a brief psychological intervention for depression in rural Gujarat, India.
Article in PLOS global public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- 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
- 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.Global mental health (Cambridge, England) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
Abstract
Workforce shortages represent a major bottleneck to delivering depression care, particularly in lower resource settings. This pilot study aimed to assess the acceptability and feasibility of a digital training program on developing knowledge and skills in the delivery of a brief behavioral activation intervention for depression among non-specialist providers (NSPs) in Gujarat, India. Participating NSPs, such as community health workers and other frontline providers without specialized training in mental health care, were provided access to a digital program covering the core skills and content necessary to deliver the Healthy Activity Program, an evidence-based behavioral activation intervention for depression. NSPs completed knowledge assessments before and after the digital training, followed by focus group discussions to gather their feedback about the program content and delivery format. Of 43 NSPs enrolled in this study, 67% (n = 29) were community health workers called Accredited Social Health Activists and 33% (n = 14) were frontline mid-level health providers called Community Health Officers. Most participants (n = 39; 91%) completed the full course. Knowledge assessment scores showed improvement from pre-training (mean = 29.96; 95% CI: 27.12-32.81) to post-training (mean = 34.62; 95% CI: 31.05-38.19; p = 0.0448). Focus group discussions revealed that participants appreciated the digital mode of training despite facing technical challenges while completing the course. This study further supports the feasibility and acceptability of digital approaches for training frontline providers to deliver brief psychological interventions for depression. With adequate resources and proper execution, digital training holds potential to serve as a key tool to build capacity of NSPs and expand the mental health workforce in India.
Identifiers
What Socratic 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 Socratic graph.