Evidence map›Paper›PMID 42572272›Full record

ArticleBJPsych open2026

Evaluating the costs of developing a digital supervision tool for task-shared depression care: findings from a multi-site study in India.

Shreyas Kamat, Luanna Fernandes, Ankita Shah, Ravindra Agrawal, Anant Bhan, Chunling Lu, Abhijit Nadkarni, Carina Akemi Nakamura, Vikram Patel, Julia R Pozuelo and 2 more

Abstract read
In one paragraph

Article in BJPsych open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Shreyas KamatAddictions and Related Research Group, Sangath, Porvorim, India.ORCID https://orcid.org/0009-0001-1340-3605
Luanna FernandesAddictions and Related Research Group, Sangath, Porvorim, India.
Ankita ShahBhopal Hub, Sangath, Bhopal, India.
Ravindra AgrawalAddictions and Related Research Group, Sangath, Porvorim, India.
Anant BhanBhopal Hub, Sangath, Bhopal, India.
Chunling LuDivision of Global Health Equity, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Abhijit NadkarniAddictions and Related Research Group, Sangath, Porvorim, India.ORCID https://orcid.org/0000-0001-5832-5236
Carina Akemi NakamuraDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.
Vikram PatelDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.
Julia R PozueloDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0002-3058-0371
Daisy Radha SinglaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada.ORCID https://orcid.org/0000-0001-9865-7112
John A NaslundDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTask-sharing with non-specialist providers offers a promising solution to the mental health workforce shortage in low-resource settings. Supervision is essential to ensure treatment quality, but is often constrained by limited specialist availability.

aimsThis study evaluated the costs of developing PEERS, a smartphone app that can facilitate registering and scheduling supervision sessions, collecting patient outcomes, rating therapy quality and assessing supervision quality among community-based non-specialist providers delivering behavioural activation for depression.

methodThe PEERS digital application was developed between June 2021 and September 2022 for use in Madhya Pradesh and Goa, India. Development involved contributions from researchers, clinicians, technology experts and end users. Activity-based costing was used to systematically document the inputs and expenditures involved in developing the PEERS app and its accompanying training materials from a health systems perspective. Key cost components included human resources, leadership, IT support and infrastructure.

resultsTotal development costs were US$130 027, with the costs of information technology accounting for the largest share (81%; US$105 110). Human resource contributions accounted for 17% (US$22 523), which included oversight and contributions from international research collaborators. Additional costs included overhead and infrastructure (US$2393).

conclusionsDigital tools are increasingly being used to expand access to and support the delivery of mental health interventions in low-resource settings, yet few studies report on the development costs. By estimating the costs and resources required for developing a digital app for peer supervision, this study can inform efforts to facilitate broader implementation and adaptation of the app for use in other settings.

Indexed as

Depressiondigital healtheconomic evaluationsupervisiontask-sharing

Identifiers

PMID42572272
PMCPMC13458192

What OpenQuestion 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 OpenQuestion graph.