Assess learners' ability to interpret confidence intervals and margins of error for proportions and means in surveys and A/B tests, evaluate statistical versus practical significance, understand how sample size and variability affect interval width, recognize key assumptions and common pitfalls (e.g., overlapping intervals, multiple comparisons, nonresponse bias), and apply these concepts to judge whether observed differences are credible and to communicate uncertainty clearly.