Interpretation and reporting is the stage in the marketing research process where collected data is analyzed and presented in a way that provides actionable insights for decision-makers. This phase involves drawing conclusions from the data, identifying patterns, and translating findings into clear reports or presentations that guide marketing strategies and business decisions.