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Included in the methodology section should be a thorough explanation of data and the methods by which data was obtained. Instruments of data collection vary, but common methods include surveys, interviews, questionaires, and case studies. The writer must show methodological expertise through analyzing the benefits and limitations of every method of data collection used in preparing the dissertation or thesis.
Data collection must not conclude until a sufficient number of subjects are evaluated, establishing a solid basis for assertions and the applicability of findings for the subject population. The writer must display knowledge and understanding of the differences between qualitative and quantitative data.