Evidence map›Paper›PMID 33271713›Full record

ArticleAsian journal of psychiatry2020

Making mental health more accessible in light of COVID-19: Scalable digital health with digital navigators in low and middle-income countries.

Elena Rodriguez-Villa, John Naslund, Matcheri Keshavan, Vikram Patel, John Torous

Open access · greenAbstract read
In one paragraph

Article in Asian journal of psychiatry, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed, 5 pooled it
7.0field-weighted citation impact, top 3% of its field
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

28 citing papers in PubMed, 5 syntheses or guidelines pooled it, 55 citations in OpenAlex.

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  8. Global Disparities in Teletherapy Adoption: A Cross-Income Analysis of Mental Health Access.International journal of environmental research and public health · 2026
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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

5 authors at 1 institution in 1 country.

Elena Rodriguez-VillaDivision of Digital Psychiatry at the Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, United States.
John NaslundHarvard Medical School and Harvard T.H. Chan School of Public Health, Boston, MA, United States. Electronic address: jtorous@bidmc.harvard.edu.
Matcheri KeshavanDivision of Digital Psychiatry at the Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, United States.
Vikram PatelHarvard Medical School and Harvard T.H. Chan School of Public Health, Boston, MA, United States.
John TorousDivision of Digital Psychiatry at the Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, United States.
Harvard University · US

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

The rapid spread of COVID-19 and the devastating consequences to economies and healthcare systems around the world has highlighted the exigent need for accessible mental health support. Increasing use of mobile devices in Lower Middle-Income Countries (LMIC) such as India offers novel opportunity to expand treatment options and reach underserved populations. Prior efforts have utilized technology to redistribute or supplement clinical care but measurable outcomes of this research are limited. In this paper, we explain the structural barriers that prevent access to care and build on prior research to demonstrate how technology can be utilized to offer treatment if it is aided by education and technical support.

Indexed as

COVID-19Health Services AccessibilityMental HealthMental Health ServicesDeveloping CountriesHumansMental DisordersCOVID-19MobileTelehealth

Identifiers

PMID33271713
PMCPMC11694478
OpenAlexW3096691679

What OpenQuestion holds

Textmetadata
LicenceTDM
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.