Risk adjustment is a methodological approach and academic concept focused on accounting for systematic differences in expected costs or outcomes across individuals or groups based on their inherent risk characteristics. This involves identifying, quantifying, and modeling the influence of these factors, typically using statistical methods, to enable equitable comparisons, fair resource allocation, and appropriate payment mechanisms in heterogeneous populations, notably in fields like healthcare and insurance.