Descriptive research design focuses on describing characteristics of individuals or groups, addressing the who, what, when, where, and how of variables. Diagnostic research design examines the frequency and associations between variables, often used in social research to explore correlations. Key elements of both designs include clear problem definition, data collection methods, preparation of instruments, sampling design, and data analysis techniques.