Whenever you're ready, walk me through how you'd approach this.
What statistical test would you use to determine whether an observed change is statistically significant?
Select the test based on the outcome type, study design, and whether observations are independent or paired. State the hypotheses, assumptions, significance threshold, and decision rule. Explain how your choice would differ for continuous versus binary outcomes and for paired versus independent observations.