Selecting the right covariates is a critical step in the design and analysis of epidemiological studies. Considerations include:
Theoretical Framework: Covariates should be selected based on a strong theoretical understanding of the disease process and relevant literature. Empirical Evidence: Previous studies and empirical data can provide insights into which covariates are important. Data Availability: Practical considerations, such as the availability and quality of data on potential covariates.