Trial reportAmerican heart journal2017
Bridging Income Generation with Group Integrated Care for cardiovascular risk reduction: Rationale and design of the BIGPIC study.
Trial report in American heart journal, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it, 41 citations in OpenAlex.
- Models of integration of HIV and noncommunicable disease care in sub-Saharan Africa: lessons learned and evidence gaps.AIDS (London, England) · 2018Pooled it
- Cost-effectiveness of group medical visits and microfinance interventions versus usual care to manage hypertension in Kenya: a secondary modelling analysis of data from the Bridging Income Generation with Group Integrated Care (BIGPIC) trial.The Lancet. Global health · 2024Trial
- Group Medical Visit and Microfinance Intervention for Patients With Diabetes or Hypertension in Kenya.Journal of the American College of Cardiology · 2021Trial
- Human-centered design as a guide to intervention planning for non-communicable diseases: the BIGPIC study from Western Kenya.BMC health services research · 2020Trial
- Community Health Workers Improve Linkage to Hypertension Care in Western Kenya.Journal of the American College of Cardiology · 2019Trial
- Effects of Integrated Community-Based Care and Group Microfinance on Antiretroviral Therapy Adherence Among Adults Living With HIV in Western Kenya.Journal of the International Association of Providers of AIDS CareTrial
- Reciprocal innovation in implementation science and global health: reflections from the EXTRA-CVD (extending the HIV treatment cascade for cardiovascular disease prevention) study.BMC global and public health · 2026Review
- Cross-sectional analysis of factors associated with medication adherence in western Kenya.BMJ open · 2023Article
- Developing a typology of network alteration strategies for implementation: a scoping review and iterative synthesis.Implementation science : IS · 2023Article
- Integrating community-based HIV and non-communicable disease care with microfinance groups: a feasibility study in Western Kenya.Pilot and feasibility studies · 2022Article
- Hypertension screening, prevalence, treatment, and control at a large private hospital in Kampala, Uganda: A retrospective analysis.PLOS global public health · 2022Article
- The Relationship Between Household Microfinance Group Participation and Vaccine Adherence Among Children in Rural Western Kenya.Maternal and child health journal · 2021Article
- Article
- Sex differences in health status, healthcare utilization, and costs among individuals with elevated blood pressure: the LARK study from Western Kenya.BMC public health · 2021Article
- Article
- Article
- Adapting a nurse-led primary care initiative to cardiovascular disease control in Ghana: a qualitative study.BMC public health · 2020Article
- Innovative Implementation Strategies for Hypertension Control in Low- and Middle-Income Countries: a Narrative Review.Current hypertension reports · 2020Review
- Disparities in Management of Cardiovascular Disease in Rural South Africa: Data From the HAALSI Study (Health and Aging in Africa: Longitudinal Studies of International Network for the Demographic Evaluation of Populations and Their Health Communities).Circulation. Cardiovascular quality and outcomes · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors at 7 institutions in 2 countries.
Funding
Abstract
backgroundCardiovascular disease (CVD) is the leading cause of mortality worldwide, with >80% of CVD deaths occurring in low and middle income countries (LMICs). Diabetes mellitus and pre-diabetes are risk factors for CVD, and CVD is the major cause of morbidity and mortality among individuals with DM. There is a critical period now during which reducing CVD risk among individuals with diabetes and pre-diabetes may have a major impact. Cost-effective, culturally appropriate, and context-specific approaches are required. Two promising strategies to improve health outcomes are group medical visits and microfinance. METHODS/
designThis study tests whether group medical visits integrated into microfinance groups are effective and cost-effective in reducing CVD risk among individuals with diabetes or at increased risk for diabetes in western Kenya. An initial phase of qualitative inquiry will assess contextual factors, facilitators, and barriers that may impact integration of group medical visits and microfinance for CVD risk reduction. Subsequently, we will conduct a four-arm cluster randomized trial comparing: (1) usual clinical care, (2) usual clinical care plus microfinance groups only, (3) group medical visits only, and (4) group medical visits integrated into microfinance groups. The primary outcome measure will be 1-year change in systolic blood pressure, and a key secondary outcome measure is 1-year change in overall CVD risk as measured by the QRISK2 score. We will conduct mediation analysis to evaluate the influence of changes in social network characteristics on intervention outcomes, as well as moderation analysis to evaluate the influence of baseline social network characteristics on effectiveness of the interventions. Cost-effectiveness analysis will be conducted in terms of cost per unit change in systolic blood pressure, percent change in CVD risk score, and per disability-adjusted life year saved. DISCUSSION: This study will provide evidence regarding effectiveness and cost-effectiveness of interventions to reduce CVD risk. We aim to produce generalizable methods and results that can provide a model for adoption in low-resource settings worldwide.
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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.