Evidence map›Paper›PMID 42311842›Full record

ReviewDigital health

Effectiveness of digital health interventions on antiretroviral therapy adherence among people living with HIV in India: A systematic review with an RCT-only meta-analysis.

Vaibhav Gupta, Vishal Deo, Barnali Deka, Garima Jain, Sunny Yadav, Sanghamitra Pati

Abstract readReview
In one paragraph

Review in Digital health. 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

6 authors.

Vaibhav GuptaNational Institute for Research in Digital Health and Data Science, Indian Council of Medical Research, Delhi, India.ORCID https://orcid.org/0000-0001-5272-0438
Vishal DeoNational Institute for Research in Digital Health and Data Science, Indian Council of Medical Research, Delhi, India.
Barnali DekaNational Institute for Research in Digital Health and Data Science, Indian Council of Medical Research, Delhi, India.
Garima JainNational Institute for Research in Digital Health and Data Science, Indian Council of Medical Research, Delhi, India.
Sunny YadavNational Institute for Research in Digital Health and Data Science, Indian Council of Medical Research, Delhi, India.
Sanghamitra PatiNational Institute for Research in Digital Health and Data Science, Indian Council of Medical Research, Delhi, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Antiretroviral therapy (ART) coverage has improved in the past few years in India. However, substantial non-adherence to ART has been reported among the people living with human immunodeficiency virus (PLHIV) in India. Digital health solutions can be potentially used as cost-effective interventions to address the problem of non-adherence. This study presents a systematic review followed with randomized clinical trial (RCT) only meta-analysis of existing literature conducted to assess the effectiveness of digital health interventions on ART adherence among the PLHIV in India. Methodology: A comprehensive systematic review was done on articles examining digital health interventions on ART adherence among PLHIV in India, published till December 2024. Final search strategy was developed based on experiences from a preliminary search and was used to explore electronic databases- PubMed, EMBASE, ProQuest, Web of Science, SciELO, Grants, Google Scholar, and the grey literature. All the articles were reviewed independently by the authors. Bias and quality of the included studies were assessed by two independent authors using Cochrane collaboration tool. RCT only meta-analysis was done to synthesize results using fixed effect model due to low heterogeneity. Results: In total, 441 articles were obtained using the final search strategy. A total of 415 articles were screened after removing duplicate articles. After abstract and full-text screening, only 04 studies met the inclusion criteria. Among the four included studies, three were conducted in southern India and one in eastern India. One of the four studies was quasi-experimental, and the rest were RCTs. Meta-analysis performed on three RCTs showed statistically significant positive effect on ART adherence with relative ratio of 1.18 (95% confidence interval (CI): 1.06 to 1.31, p = 0.002). As per Cochrane risk of bias assessment tool 2, three RCTs exhibited low risk of bias. Conclusion: Meta-analysis result showed that digital health interventions led to improvement in ART adherence among the PLHIV in India. However, the generalizability of the findings is constrained by the limited number of studies included in the review.

Indexed as

ART adherencedigital health interventioninteractive voice responsemHealthviral load

Identifiers

PMID42311842
PMCPMC13269988

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Registered trials

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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.