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Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials
OBJECTIVES: Our objectives were to analyse the effects of text messaging versus usual care in improving adherence to antiretroviral therapy (ART) in people living with HIV using individual patient data meta-analysis. Adjusted, sensitivity and subgroup analyses were conducted. SETTING: 3 randomised c...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3884740/ https://www.ncbi.nlm.nih.gov/pubmed/24345901 http://dx.doi.org/10.1136/bmjopen-2013-003950 |
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author | Mbuagbaw, Lawrence van der Kop, Mia L Lester, Richard T Thirumurthy, Harsha Pop-Eleches, Cristian Ye, Chenglin Smieja, Marek Dolovich, Lisa Mills, Edward J Thabane, Lehana |
author_facet | Mbuagbaw, Lawrence van der Kop, Mia L Lester, Richard T Thirumurthy, Harsha Pop-Eleches, Cristian Ye, Chenglin Smieja, Marek Dolovich, Lisa Mills, Edward J Thabane, Lehana |
author_sort | Mbuagbaw, Lawrence |
collection | PubMed |
description | OBJECTIVES: Our objectives were to analyse the effects of text messaging versus usual care in improving adherence to antiretroviral therapy (ART) in people living with HIV using individual patient data meta-analysis. Adjusted, sensitivity and subgroup analyses were conducted. SETTING: 3 randomised controlled trials conducted between 2010 and 2012 in rural and urban centres in Cameroon and Kenya (two studies) were used. PARTICIPANTS: A total of 1166 participants were included in this analysis (Cameroon=200; Kenya=428 and 538). PRIMARY AND SECONDARY OUTCOMES: The primary outcome was adherence to ART >95%. The secondary outcomes were mortality, losses to follow-up, transfers and withdrawals. RESULTS: Text messaging improved adherence to ART (OR 1.38; 95% CIs 1.08 to 1.78; p=0.012), even after adjustment for baseline covariates (OR 1.46; 95% CI 1.13 to 1.88; p=0.004). Primary education (compared with no formal education) was associated with a greater intervention effect on adherence (OR 1.65; 95% CI 1.10 to 2.48; p=0.016) and also showed a significant subgroup effect (p=0.039). In sensitivity analysis, our findings were robust to a modified threshold of adherence, multiple imputation for missing data and aggregate level data pooling, but not to fixed-effects meta-analyses using generalised estimation equations. There was a significant subgroup effect for long weekly (p=0.037), short weekly text messages (p=0.014) and interactive messaging (p=0.010). Text messaging did not significantly affect any of the secondary outcomes. CONCLUSIONS: Text messaging has a significant effect on adherence to ART, and this effect is influenced by level of education, gender, timing (weekly vs daily) and interactivity. We recommend the use of interactive weekly text messaging to improve adherence to ART, which is most effective in those with at least a primary level of education. |
format | Online Article Text |
id | pubmed-3884740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-38847402014-01-08 Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials Mbuagbaw, Lawrence van der Kop, Mia L Lester, Richard T Thirumurthy, Harsha Pop-Eleches, Cristian Ye, Chenglin Smieja, Marek Dolovich, Lisa Mills, Edward J Thabane, Lehana BMJ Open HIV/AIDS OBJECTIVES: Our objectives were to analyse the effects of text messaging versus usual care in improving adherence to antiretroviral therapy (ART) in people living with HIV using individual patient data meta-analysis. Adjusted, sensitivity and subgroup analyses were conducted. SETTING: 3 randomised controlled trials conducted between 2010 and 2012 in rural and urban centres in Cameroon and Kenya (two studies) were used. PARTICIPANTS: A total of 1166 participants were included in this analysis (Cameroon=200; Kenya=428 and 538). PRIMARY AND SECONDARY OUTCOMES: The primary outcome was adherence to ART >95%. The secondary outcomes were mortality, losses to follow-up, transfers and withdrawals. RESULTS: Text messaging improved adherence to ART (OR 1.38; 95% CIs 1.08 to 1.78; p=0.012), even after adjustment for baseline covariates (OR 1.46; 95% CI 1.13 to 1.88; p=0.004). Primary education (compared with no formal education) was associated with a greater intervention effect on adherence (OR 1.65; 95% CI 1.10 to 2.48; p=0.016) and also showed a significant subgroup effect (p=0.039). In sensitivity analysis, our findings were robust to a modified threshold of adherence, multiple imputation for missing data and aggregate level data pooling, but not to fixed-effects meta-analyses using generalised estimation equations. There was a significant subgroup effect for long weekly (p=0.037), short weekly text messages (p=0.014) and interactive messaging (p=0.010). Text messaging did not significantly affect any of the secondary outcomes. CONCLUSIONS: Text messaging has a significant effect on adherence to ART, and this effect is influenced by level of education, gender, timing (weekly vs daily) and interactivity. We recommend the use of interactive weekly text messaging to improve adherence to ART, which is most effective in those with at least a primary level of education. BMJ Publishing Group 2013-12-17 /pmc/articles/PMC3884740/ /pubmed/24345901 http://dx.doi.org/10.1136/bmjopen-2013-003950 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 3.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/3.0/ |
spellingShingle | HIV/AIDS Mbuagbaw, Lawrence van der Kop, Mia L Lester, Richard T Thirumurthy, Harsha Pop-Eleches, Cristian Ye, Chenglin Smieja, Marek Dolovich, Lisa Mills, Edward J Thabane, Lehana Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials |
title | Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials |
title_full | Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials |
title_fullStr | Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials |
title_full_unstemmed | Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials |
title_short | Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials |
title_sort | mobile phone text messages for improving adherence to antiretroviral therapy (art): an individual patient data meta-analysis of randomised trials |
topic | HIV/AIDS |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3884740/ https://www.ncbi.nlm.nih.gov/pubmed/24345901 http://dx.doi.org/10.1136/bmjopen-2013-003950 |
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