Research design and Methodology Data analysis approach: Methodological consistency: Ensure the chosen data analysis method aligns with the research paradigm and design. Appropriate techniques: Use analysis techniques that answer the empirical questions posed by the study. Justification of analysis methods: Explain why the specific analytical techniques were chosen. Statistical tests: Provide a justification for selecting statistical tests for the study. Detailed description: The description of data analysis should include the design of the analysis form, plans for processing and coding the data and the choice of the statistical method to be applied to each data. What will be the procedures for accounting for missing, unused or spurious data