ArticlePLOS digital health2023
Acceptability and feasibility of digital adherence technologies for drug-susceptible tuberculosis treatment supervision: A meta-analysis of implementation feedback.
Article in PLOS digital health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.
What it found
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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.
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Who cites it
22 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Comparative Effectiveness of Digital Health Technologies in Tuberculosis Treatment: Systematic Review and Network Meta-Analysis of Randomized Controlled Trials.JMIR mHealth and uHealth · 2025Pooled it
- The performance of digital technologies for measuring tuberculosis medication adherence: a systematic review.BMJ global health · 2024Pooled it
- Trial
- Feasibility and acceptability of the smart pillbox and medication label with differentiated care to support person-centered tuberculosis care among ASCENT trial participants - A multicountry study.Frontiers in public health · 2024Trial
- User needs and design opportunities for a conversational agent for tuberculosis treatment: A mixed-methods study.PLOS digital health · 2026Article
- Developing an integrated medication event monitoring system and smartphone-based ecological momentary assessment delivery platform to identify real-time factors influencing TB treatment adherence in South Africa.Journal of clinical tuberculosis and other mycobacterial diseases · 2026Article
- The Impact of Directly Observed Therapy on Successful Tuberculosis Treatment: A Statistical Analysis of National Notifications Data.Open forum infectious diseases · 2026Article
- Enhancing tuberculosis care in lower and middle-income countries through digital adherence technologies.Breathe (Sheffield, England) · 2026Article
- Evaluating the acceptability, feasibility, and implementation fidelity of a multipurpose mobile health (mHealth) app used for Tuberculosis (TB) contact tracing by Ward-Based Outreach Teams (WBOTs) in South Africa.PLOS global public health · 2026Article
- Analysis of the utilization and effectiveness of tuberculosis digital adherence technology in southeastern China.Frontiers in public health · 2026Article
- Process Evaluation of Pragmatic Cluster-Randomized Trials of Digital Adherence Technologies for Tuberculosis Treatment Support: A Mixed-Method Study in Five Countries.Tropical medicine and infectious disease · 2025Article
- Implementation outcomes of tuberculosis digital adherence technologies: a scoping review using the RE-AIM framework.BMJ global health · 2025Article
- Effectiveness of Digital Health Interventions to Enhance Continuity of Care in Patients with Pulmonary Tuberculosis: A Systematic Review of Randomized Controlled Trials.Patient preference and adherence · 2025Review
- Acceptability of Digital Adherence Technologies to support people with drug-susceptible TB in South Africa.PloS one · 2025Article
- Facilitators and barriers to uptake of digital adherence technologies in improving TB care in Ethiopia: A qualitative study.PLOS digital health · 2024Article
- Article
- Appraising perception, accessibility and uptake of DAT among patients with TB.Public health action · 2024Article
- Digital Adherence Technologies Linked to Mobile Money Incentives for Medication Adherence Among People Living With Tuberculosis: Mixed Methods Feasibility and Acceptability Study.JMIR human factors · 2024Article
- Is convenience really king? Comparative evaluation of catastrophic costs due to tuberculosis in the public and private healthcare sectors of Viet Nam: a longitudinal patient cost study.Infectious diseases of poverty · 2024Article
- Factors related to the utilization of digital adherence technologies in tuberculosis care: A qualitative study among adults in DS-TB treatment, health care providers and other key actors in Tanzania.PLOS global public health · 2024Article
Corrections and comments
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Authors and funding
17 authors.
Funding
Abstract
Digital adherence technologies (DATs) have emerged as an alternative to directly observed therapy (DOT) for supervisions of tuberculosis (TB) treatment. We conducted a meta-analysis of implementation feedback obtained from people with TB and health care workers (HCWs) involved in TB REACH Wave 6-funded DAT evaluation projects. Projects administered standardized post-implementation surveys based on the Capability, Opportunity, Motivation, Behavior (COM-B) model to people with TB and their health care workers. The surveys included questions on demographics and technology use, Likert scale questions to assess capability, opportunity, and motivation to use DAT and open-ended feedback. We summarized demographic and technology use data descriptively, generated pooled estimates of responses to Likert scale questions within each COM-B category for people with TB and health care workers using random effects models, and performed qualitative analysis of open-ended feedback using a modified framework analysis approach. The analysis included surveys administered to 1290 people with TB and 90 HCWs across 6 TB REACH-funded projects. People with TB and HCWs had an overall positive impression of DATs with pooled estimates between 4·0 to 4·8 out of 5 across COM-B categories. However, 44% of people with TB reported taking TB medications without reporting dosing via DATs and 23% reported missing a dose of medication. Common reasons included problems with electricity, network coverage, and technical issues with the DAT platform. DATs were overall perceived to reduce visits to clinics, decrease cost, increase social support, and decrease workload of HCWs. DATs were acceptable in a wide variety of settings. However, there were challenges related to the feasibility of using current DAT platforms. Implementation efforts should concentrate on ensuring access, anticipating, and addressing technical challenges, and minimizing additional cost to people with TB.
Identifiers
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Registered trials
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.