Evidence map›Paper›PMID 39636831›Full record

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.

Aakrushi Brahmbhatt, Darshana Rathod, Udita Joshi, Azaz Khan, G Sai Teja, Shrey Desai, Ajay Chauhan, Shobha Shah, Deepti Bhatt, Sethuraman Venkatraman and 5 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Aakrushi BrahmbhattSangath Bhopal Hub, Bhopal, Madhya Pradesh, India.
Darshana RathodSangath Bhopal Hub, Bhopal, Madhya Pradesh, India.
Udita JoshiSangath Bhopal Hub, Bhopal, Madhya Pradesh, India.
Azaz KhanSangath Bhopal Hub, Bhopal, Madhya Pradesh, India.
G Sai TejaSangath Bhopal Hub, Bhopal, Madhya Pradesh, India.
Shrey DesaiSociety for Education Welfare and Action-Rural, SEWA RURAL, Jhagadia, Bharuch, Gujarat, India.
Ajay ChauhanState Mental Health Authority, Ahmedabad, Gujarat, India.
Shobha ShahSociety for Education Welfare and Action-Rural, SEWA RURAL, Jhagadia, Bharuch, Gujarat, India.
Deepti BhattHospital for Mental Health, Ahmedabad, Gujarat, India.
Sethuraman VenkatramanArgusoft India Ltd, Gandhinagar, Gujarat, India.ORCID https://orcid.org/0000-0002-1922-5715
Deepak TugnawatSangath Bhopal Hub, Bhopal, Madhya Pradesh, India.
Satchit BalsariDepartment of Global health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.ORCID https://orcid.org/0000-0002-5492-1900
Vikram PatelDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0003-1066-8584
Anant BhanSangath Bhopal Hub, Bhopal, Madhya Pradesh, India.
John A NaslundDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0001-6777-0104

Funding

ESSENCE (Enabling translation of Science to Service to ENhance Depression CarE) Scale-UpU19MH113211 · NIMH · HARVARD MEDICAL SCHOOL · PI NASLUND, JOHN A, PATEL, VIKRAM H · 2017 to 2023
$3.7M
NIMH NIH HHS U19 MH113211
6 · The paper itself

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

PMID39636831
PMCPMC11620360

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.