Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients
Abstract Background In rural south Asia, hypertension remains a significant public health issue with sub-optimal blood pressure (BP) control rates. The goal of the trial is to evaluate the effectiveness and cost-effectiveness of a multicomponent intervention (MCI) compared to usual care on lowering...
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doaj-c44cb933f73940a2ac29216e1d07208d2020-11-25T00:46:04ZengBMCTrials1745-62152018-11-0119111110.1186/s13063-018-3022-8Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patientsMihir Gandhi0Pryseley Nkouibert Assam1Elizabeth L. Turner2Donald E. Morisky3Edwin Chan4Tazeen H. Jafar5on behalf of the COBRA-BPS Study GroupDepartment of Biostatistics, Singapore Clinical Research InstituteDepartment of Biostatistics, Singapore Clinical Research InstituteDepartment of Biostatistics and Bioinformatics, Duke UniversityDepartment of Community Health Sciences, UCLA Fielding School of Public HealthDepartment of Epidemiology, Singapore Clinical Research InstituteDuke Global Health Institute, Duke UniversityAbstract Background In rural south Asia, hypertension remains a significant public health issue with sub-optimal blood pressure (BP) control rates. The goal of the trial is to evaluate the effectiveness and cost-effectiveness of a multicomponent intervention (MCI) compared to usual care on lowering BP among adults with hypertension in rural south-Asian communities. This article describes the statistical analysis plan for the primary and secondary objectives related to intervention effectiveness based on clinical and patient-reported endpoints. Methods/Design The study is a cluster randomized trial which will enroll 2550 participants aged ≥ 40 years with hypertension from rural communities in Bangladesh, Pakistan, and Sri Lanka. The unit of randomization is a cluster defined by 250–300 households. Thirty clusters, 10 from each country, are randomized in a 1:1 ratio to either MCI or usual care, stratified by country and their distance from the clinic. All participants will be assessed every six months over a two-year period after baseline with measurements of systolic and diastolic BP, antihypertensive and statin medication use, medication adherence, physical activity level, anthropometric parameters, smoking status, and dietary habits. The primary objective is to assess the effectiveness of MCI as compared with usual care in terms of mean change in systolic BP from baseline to final follow-up at two years. The primary outcome will be modelled using a generalized linear mixed-model for repeated measures based on a participant-level analysis. The model will include cluster random-effects and will use a non-independence residual correlation matrix to account for repeated measures on the same participant. Sensitivity analyses for the primary endpoint will be based on multiple imputation as well as pattern mixture model tipping point analyses. Secondary outcomes will be analyzed using the same modeling approach as for the primary outcome, with appropriate distributions within the exponential family and corresponding link functions. Discussion The a priori statistical analysis plan will avoid reporting bias and data-driven analysis for the primary and key secondary outcomes. The results of the study will provide evidence of the benefits and risks of the MCI for BP control in rural communities in south Asian countries with low-resourced public health infrastructure. Trial registration Clinicaltrials.gov, NCT02657746. Registered on 14 January 2016.http://link.springer.com/article/10.1186/s13063-018-3022-8Cluster randomized trialHypertensionStatistical analysis planBlood pressure |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mihir Gandhi Pryseley Nkouibert Assam Elizabeth L. Turner Donald E. Morisky Edwin Chan Tazeen H. Jafar on behalf of the COBRA-BPS Study Group |
spellingShingle |
Mihir Gandhi Pryseley Nkouibert Assam Elizabeth L. Turner Donald E. Morisky Edwin Chan Tazeen H. Jafar on behalf of the COBRA-BPS Study Group Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients Trials Cluster randomized trial Hypertension Statistical analysis plan Blood pressure |
author_facet |
Mihir Gandhi Pryseley Nkouibert Assam Elizabeth L. Turner Donald E. Morisky Edwin Chan Tazeen H. Jafar on behalf of the COBRA-BPS Study Group |
author_sort |
Mihir Gandhi |
title |
Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients |
title_short |
Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients |
title_full |
Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients |
title_fullStr |
Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients |
title_full_unstemmed |
Statistical analysis plan for the control of blood pressure and risk attenuation-rural Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients |
title_sort |
statistical analysis plan for the control of blood pressure and risk attenuation-rural bangladesh, pakistan, sri lanka (cobra-bps) trial: a cluster randomized trial for a multicomponent intervention versus usual care in hypertensive patients |
publisher |
BMC |
series |
Trials |
issn |
1745-6215 |
publishDate |
2018-11-01 |
description |
Abstract Background In rural south Asia, hypertension remains a significant public health issue with sub-optimal blood pressure (BP) control rates. The goal of the trial is to evaluate the effectiveness and cost-effectiveness of a multicomponent intervention (MCI) compared to usual care on lowering BP among adults with hypertension in rural south-Asian communities. This article describes the statistical analysis plan for the primary and secondary objectives related to intervention effectiveness based on clinical and patient-reported endpoints. Methods/Design The study is a cluster randomized trial which will enroll 2550 participants aged ≥ 40 years with hypertension from rural communities in Bangladesh, Pakistan, and Sri Lanka. The unit of randomization is a cluster defined by 250–300 households. Thirty clusters, 10 from each country, are randomized in a 1:1 ratio to either MCI or usual care, stratified by country and their distance from the clinic. All participants will be assessed every six months over a two-year period after baseline with measurements of systolic and diastolic BP, antihypertensive and statin medication use, medication adherence, physical activity level, anthropometric parameters, smoking status, and dietary habits. The primary objective is to assess the effectiveness of MCI as compared with usual care in terms of mean change in systolic BP from baseline to final follow-up at two years. The primary outcome will be modelled using a generalized linear mixed-model for repeated measures based on a participant-level analysis. The model will include cluster random-effects and will use a non-independence residual correlation matrix to account for repeated measures on the same participant. Sensitivity analyses for the primary endpoint will be based on multiple imputation as well as pattern mixture model tipping point analyses. Secondary outcomes will be analyzed using the same modeling approach as for the primary outcome, with appropriate distributions within the exponential family and corresponding link functions. Discussion The a priori statistical analysis plan will avoid reporting bias and data-driven analysis for the primary and key secondary outcomes. The results of the study will provide evidence of the benefits and risks of the MCI for BP control in rural communities in south Asian countries with low-resourced public health infrastructure. Trial registration Clinicaltrials.gov, NCT02657746. Registered on 14 January 2016. |
topic |
Cluster randomized trial Hypertension Statistical analysis plan Blood pressure |
url |
http://link.springer.com/article/10.1186/s13063-018-3022-8 |
work_keys_str_mv |
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