Question bank for research design

 1. Qualitative Research


What are the key characteristics of qualitative research?

How do you ensure validity and reliability in qualitative research?

What are some common qualitative research methods, and how do they differ?

How do you analyze qualitative data, such as interview transcripts or observation notes?

What are the advantages and limitations of qualitative research?

How does the role of the researcher influence qualitative data collection and analysis?



2. Quantitative Research


What are the fundamental principles of quantitative research?

How do you ensure the accuracy and precision of data in quantitative studies?

What are the common statistical techniques used in quantitative research?

How is sample size determined in quantitative studies?

What is the significance of hypothesis testing in quantitative research?

How does quantitative research ensure objectivity and reproducibility?



3. Mixed Methods Research


What is mixed methods research, and when is it most appropriate to use?

How do you integrate qualitative and quantitative data in a mixed methods study?

What are the challenges of conducting mixed methods research?

How do you design a mixed methods research study?

Can you provide examples of studies where mixed methods have been effectively used?

What are the different types of mixed methods designs?



4. Experimental Research


What is the purpose of experimental research?

How do you differentiate between independent, dependent, and control variables in an experiment?

What are the steps involved in designing an experimental study?

What are the different types of experimental designs (e.g., randomized controlled trials, factorial design)?

How do you control for confounding variables in an experiment?

What are the ethical considerations in experimental research?



5. Uncertainty Analysis


What is uncertainty analysis, and why is it important in research?

How do you identify and quantify sources of uncertainty in a study?

What is the difference between aleatory and epistemic uncertainty?

What methods are commonly used to conduct uncertainty analysis (e.g., Monte Carlo simulations, sensitivity analysis)?


How can researchers communicate uncertainty in their findings effectively?


What role does uncertainty play in decision-making and policy formulation?





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