This report presents a the meta-analysis of ideal cardiovascular health (CVH) metrics across African populations using real study data. The analysis synthesizes data from multiple studies to estimate pooled prevalence rates for each component of the American Heart Association’s Life’s Simple 7 (LS7) framework. The report includes data cleaning, descriptive statistics, meta-analytic models, and visualizations

This file processes PSA results from the simulation. It takes in the results dataframes from the 1000 PSA runs.

This is a report of the analyses of patients' SBP change by level of engagement with the program. This can be used to construct usual care arm of the intervention. Please review and send me your feedback. Thanks. James

This script presents the regressions from the steps dataset-Predicting systolic blood pressure

This script presents the results of the Microsimulation model. To be used for model checking as development proceeds

This script is for processing the Empower Health dataset for baseline mean systolic blood pressure comparisons with STEPS dataset

This script shows the steps followed in processing the Kenya STEPS dataset and creating subsets for comparison with the Empower Health Dataset

The following R script compares the statistics of two datasets: the Medtronic dataset and the STEPS dataset. It performs a Two-Way ANOVA to examine the effects of age group and dataset on blood pressure, and their interaction. The script also visualizes the results using boxplots and bar plots, computes mean blood pressure for each age group and dataset, and saves the results to CSV files.

Interactive map