Independent variables, also known as explanatory or predictor variables, are the factors that researchers manipulate or categorize to observe their effect on dependent variables, typically outcomes such as disease incidence, prevalence, or other health-related events. In the field of epidemiology, these variables are essential for understanding the dynamics of disease transmission, risk factors, and the effectiveness of interventions.