Discrete Choice Analysis is a quantitative technique used to model decision-making in scenarios where individuals select from a finite set of alternatives. It is widely used in fields such as economics, transportation, and marketing to predict consumer behavior and assess the impact of changes in policy or product attributes on choice outcomes.