Dr. Nancy Agnes presents on research methodology, emphasizing its importance in ensuring the validity and reliability of scientific studies. The methodology section of a research paper should detail the type of study, data collection methods, and justify the methodological choices made. Four types of research data are identified: observational, experimental, simulation, and derived, each influencing how the data is managed.