Normative analysis involves evaluating and prescribing policies or outcomes based on value judgments, focusing on what ought to be rather than what is. It contrasts with positive analysis, which is purely descriptive and objective, and is often used in economics, ethics, and policy-making to guide decisions based on societal values and goals.