Evidence map›Paper›PMID 38358790›Full record

ArticleJMIR medical informatics2024

Learnings From Implementation of Technology-Enabled Mental Health Interventions in India: Implementation Report.

Sudha Kallakuri, Sridevi Gara, Mahesh Godi, Sandhya Kanaka Yatirajula, Srilatha Paslawar, Mercian Daniel, David Peiris, Pallab Kumar Maulik

Abstract read
In one paragraph

Article in JMIR medical informatics, 2024. 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

8 authors.

Sudha KallakuriGeorge Institute for Global Health, New Delhi, India.ORCID https://orcid.org/0000-0003-0552-2417
Sridevi GaraGeorge Institute for Global Health, New Delhi, India.ORCID https://orcid.org/0009-0006-8388-0729
Mahesh GodiGeorge Institute for Global Health, New Delhi, India.ORCID https://orcid.org/0009-0009-7023-6426
Sandhya Kanaka YatirajulaGeorge Institute for Global Health, New Delhi, India.ORCID https://orcid.org/0000-0002-0329-7271
Srilatha PaslawarGeorge Institute for Global Health, New Delhi, India.ORCID https://orcid.org/0000-0002-9005-2810
Mercian DanielGeorge Institute for Global Health, New Delhi, India.ORCID https://orcid.org/0000-0002-2583-3792
David PeirisGeorge Institute for Global Health, Sydney, Australia.ORCID https://orcid.org/0000-0002-6898-3870
Pallab Kumar MaulikGeorge Institute for Global Health, New Delhi, India.ORCID https://orcid.org/0000-0001-6835-6175

Funding

Medical Research Council MR/S023224/1
6 · The paper itself

Abstract

backgroundRecent years have witnessed an increase in the use of technology-enabled interventions for delivering mental health care in different settings. Technological solutions have been advocated to increase access to care, especially in primary health care settings in low- and middle-income countries, to facilitate task-sharing given the lack of trained mental health professionals.

objectiveThis report describes the experiences and challenges faced during the development and implementation of technology-enabled interventions for mental health among adults and adolescents in rural and urban settings of India.

methodsA detailed overview of the technological frameworks used in various studies, including the Systematic Medical Appraisal and Referral Treatment (SMART) Mental Health pilot study, SMART Mental Health cluster randomized controlled trial, and Adolescents' Resilience and Treatment Needs for Mental Health in Indian Slums (ARTEMIS) study, is provided. This includes the mobile apps that were used to collect data and the use of the database to store the data that were collected. Based on the experiences faced, the technological enhancements and adaptations made at the mobile app and database levels are described in detail. IMPLEMENTATION (RESULTS): Development of descriptive analytics at the database level; enabling offline and online data storage modalities; customizing the Open Medical Record System platform to suit the study requirements; modifying the encryption settings, thereby making the system more secure; and merging different apps for simultaneous data collection were some of the enhancements made across different projects.

conclusionsTechnology-enabled interventions prove to be a useful solution to cater to large populations in low-resource settings. The development of mobile apps is subject to the context and the area where they would be implemented. This paper outlines the need for careful testing using an iterative process that may support future research using similar technology.

trial registrationSMART Mental Health trial: Clinical Trial Registry India CTRI/2018/08/015355; https://ctri.nic.in/Clinicaltrials/pmaindet2.php?EncHid=MjMyNTQ=&Enc=&userName=CTRI/2018/08/015355. ARTEMIS trial: Clinical Trial Registry India CTRI/2022/02/040307; https://ctri.nic.in/Clinicaltrials/pmaindet2.php?EncHid=NDcxMTE=&Enc=&userName=CTRI/2022/02/040307.

Indexed as

Asiacommunity interventiondevelopmentdigital healtheHealthhealth technologyimplementationIndiamental healthtechnological interventions

Identifiers

PMID38358790
PMCPMC10905360

What OpenQuestion holds

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LicenceCC BY
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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.