SynthesisPloS one2014
Text message intervention designs to promote adherence to antiretroviral therapy (ART): a meta-analysis of randomized controlled trials.
Synthesis in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 5 registered trials, which are not on this map. Cited by 239 papers, 19 of them syntheses that pooled 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.
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.
Nurse Case Management to Improve Linkage to Hepatitis C Care and Treatment Initiation in HIV Co-infection: A Randomized Controlled Trial
Interventions to Improve the HIV PrEP Cascade Among Methamphetamine Users
Mobile Technology to Extend Clinic-based Counseling for HIV+s in Uganda
Behavior Change and Digital Health Interventions for Improved TB Treatment Outcomes: a RCT
Medication Adherence Given Individual SystemCHANGE(TM) in Advancing Nephropathy (MAGICIAN) Pilot Study
Who cites it
239 citing papers in PubMed, 19 syntheses or guidelines pooled it, 391 citations in OpenAlex.
- Effects of Communication Strategies on Treatment Adherence and Success in Tuberculosis: A Systematic Review and Meta-Analysis.Tropical medicine & international health : TM & IH · 2025Pooled it
- Effectiveness of mHealth on Adherence to Antiretroviral Therapy in Patients Living With HIV: Meta-analysis of Randomized Controlled Trials.JMIR mHealth and uHealth · 2023Pooled it
- The effects of mobile health on emergency care in low- and middle-income countries: A systematic review and narrative synthesis.Journal of global health · 2021Pooled it
- Pooled it
- Message Design Choices Don't Make Much Difference to Persuasiveness and Can't Be Counted On-Not Even When Moderating Conditions Are Specified.Frontiers in psychology · 2021Pooled it
- The Effectiveness of Self-Management of Hypertension in Adults Using Mobile Health: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2020Pooled it
- Electronic Health Interventions to Improve Adherence to Antiretroviral Therapy in People Living With HIV: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2019Pooled it
- A systematic review and meta-analysis in the effectiveness of mobile phone interventions used to improve adherence to antiretroviral therapy in HIV infection.BMC public health · 2019Pooled it
- The Comparative Effectiveness of Mobile Phone Interventions in Improving Health Outcomes: Meta-Analytic Review.JMIR mHealth and uHealth · 2019Pooled it
- Challenges and support for quality of life of youths living with HIV/AIDS in schools and larger community in East Africa: a systematic review.Systematic reviews · 2019Pooled it
- Effectiveness of text messaging interventions on prevention, detection, treatment, and knowledge outcomes for sexually transmitted infections (STIs)/HIV: a systematic review and meta-analysis.Systematic reviews · 2019Pooled it
- Theory-Based Digital Interventions to Improve Asthma Self-Management Outcomes: Systematic Review.Journal of medical Internet research · 2018Pooled it
- Effectiveness of mHealth Interventions in Improving Medication Adherence Among People with Hypertension: a Systematic Review.Current hypertension reports · 2018Pooled it
- Using eHealth to engage and retain priority populations in the HIV treatment and care cascade in the Asia-Pacific region: a systematic review of literature.BMC infectious diseases · 2018Pooled it
- Pooled it
- The impact of digital health technologies on tuberculosis treatment: a systematic review.The European respiratory journal · 2018Pooled it
- Do digital innovations for HIV and sexually transmitted infections work? Results from a systematic review (1996-2017).BMJ open · 2017Pooled it
- Technology-Mediated Interventions and Quality of Life for Persons Living with HIV/AIDS. A Systematic Review.Applied clinical informatics · 2017Pooled it
- What is the economic evidence for mHealth? A systematic review of economic evaluations of mHealth solutions.PloS one · 2017Pooled it
- The Impact of the Common Elements Treatment Approach on HIV Treatment Outcomes Among Women Experiencing Intimate Partner Violence in South Africa: A Randomized Trial.Journal of the International AIDS Society · 2026Trial
179 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe efficacy of antiretroviral therapy depends on patient adherence to a daily medication regimen, yet many patients fail to adhere at high enough rates to maintain health and reduce the risk of transmitting HIV. Given the explosive global growth of cellular-mobile phone use, text-messaging interventions to promote adherence are especially appropriate. This meta-analysis synthesized available text messaging interventions to promote antiretroviral therapy adherence in people living with HIV.
methodsWe performed Boolean searches of electronic databases, hand searches of recent year conference abstracts and reverse searches. Included studies (1) targeted antiretroviral therapy adherence in a sample of people living with HIV, (2) used a randomized-controlled trial design to examine a text messaging intervention, and (3) reported at least one adherence measurement or clinical outcome.
resultsEight studies, including 9 interventions, met inclusion criteria. Text-messaging interventions yielded significantly higher adherence than control conditions (OR = 1.39; 95% CI = 1.18, 1.64). Sensitivity analyses of intervention characteristics suggested that studies had larger effects when interventions (1) were sent less frequently than daily, (2) supported bidirectional communication, (3) included personalized message content, and (4) were matched to participants' antiretroviral therapy dosing schedule. Interventions were also associated with improved viral load and/or CD4+ count (k = 3; OR = 1.56; 95% CI = 1.11, 2.20).
conclusionsText-messaging can support antiretroviral therapy adherence. Researchers should consider the adoption of less frequent messaging interventions with content and timing that is individually tailored and designed to evoke a reply from the recipient. Future research is needed in order to determine how best to optimize efficacy.
Indexed as
Identifiers
What OpenQuestion holds
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.