Prognostic factors are variables that can influence the outcome of a disease. They can be categorized into demographic factors (e.g., age, gender), disease-specific factors (e.g., stage of cancer), and coexisting conditions (e.g., diabetes). Identifying these factors helps in stratifying patients based on their risk and tailoring individualized treatment plans.