Data collection and analysis are crucial in chronic disease epidemiology. Data sources include surveillance systems, health records, and surveys. Advanced statistical methods and biostatistics are used to analyze data, identify trends, and make predictions. This evidence-based approach is essential for designing effective prevention and treatment strategies.