Research Problem Formulation and Strategy Questions

Evaluate how candidates identify and frame impactful research problems and choose research directions. Areas include mapping business or user pain points to clear research questions, defining hypotheses and measurable success criteria, balancing scientific novelty with practical impact, scoping feasible studies, conducting literature reviews to situate work relative to prior art, selecting appropriate baselines and evaluation protocols, and prioritizing opportunities based on impact effort and risk.