This course introduces the concept of Credit Cost Drivers within the Housing Finance Credit framework. It focuses on identifying and analyzing the key factors that influence the overall cost of credit, including losses arising from defaults, recovery shortfalls, and operational inefficiencies across the credit lifecycle.
Learners will explore key assessment dimensions such as evaluating default patterns and their impact on loss rates, analyzing recovery effectiveness and associated costs, and identifying operational inefficiencies that contribute to elevated credit expenses, with an emphasis on independent validation and well-documented rationale. The course highlights how factors such as borrower risk profiles, underwriting quality, portfolio segmentation, collateral value trends, and collection effectiveness collectively shape credit cost outcomes. It also examines how mispricing, delayed interventions, and weak monitoring frameworks can amplify credit losses.
The course distinguishes credit cost drivers from broader portfolio diversification strategies, emphasizing its role in exposure-level and portfolio-level cost analysis, risk identification, and breach response rather than risk distribution across segments. Each requires distinct evidence standards, ownership, and approval authority.
By the end of the course, participants will understand how to assess, monitor, and optimize credit cost drivers in practice, particularly within Portfolio Analytics, Stress Testing, and Capital Optimisation. The course also emphasizes the role of the senior credit leader in setting portfolio limits, governing exception criteria, and driving strategic alignment across the Housing Finance Credit function, including oversight of cost efficiency, risk-adjusted returns, and escalation protocols aligned with credit committee priorities.