Assess learners' ability to apply behavioral economics (loss aversion, nudges, variable rewards, pricing psychology) and UX design principles (onboarding, habit formation, friction reduction, personalization, microcopy) to devise measurable strategies for increasing engagement and reducing churn in subscription-based apps; include scenario-based tasks, recommended metrics (activation, retention, churn rate, CLV) and consideration of ethical trade-offs.