Interpretive analysis is a qualitative research approach that seeks to understand the meanings and interpretations individuals or groups assign to their experiences and social realities. It emphasizes the subjective nature of knowledge and the importance of context in shaping understanding, often involving methods like thematic analysis, discourse analysis, and narrative analysis.