This course explains Credit Bureau Attribute Selection and how lenders choose specific credit bureau variables to evaluate borrower risk in credit card underwriting. It covers commonly used bureau attributes—such as credit score, delinquency history, enquiry count, utilisation rate, and credit vintage—along with criteria for selecting attributes based on predictive power and stability. The course also highlights how these attributes are incorporated into scorecards and validated periodically to ensure accurate risk assessment and alignment with portfolio performance.