Dr. Nancy Agnes discusses philosophical paradigms in research, emphasizing their critical role in influencing research methodology, including topic selection and data analysis. Four main paradigms—positivism, interpretivism, critical theory, and constructivism—each with unique assumptions about reality and the researcher’s role, guide research practices. The choice of paradigm is essential for ensuring rigorous and meaningful research outcomes.