Data collection in epidemiological studies involves a variety of methods, including surveys, interviews, and monitoring of health records. Data analysis is conducted using statistical methods to identify correlations and causal relationships between exposures to toxic substances and health outcomes. Advanced techniques like biostatistics and computational modeling are often employed to enhance the accuracy and reliability of findings.