Introduction
Domestika's 15% drop in course completion rates for graphic design classes over the past month is a concerning trend that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal events during this period. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors.
Why it matters: Identifying specific affected groups narrows our focus. Expected answer: The drop is more pronounced among beginner-level users. Impact on approach: We'd tailor our solutions to address beginner-specific challenges.
Why it matters: Recent changes could directly impact user behavior. Expected answer: A new interface was rolled out for the graphic design courses. Impact on approach: We'd investigate how the new interface might be affecting user engagement.
Why it matters: Ensures we're comparing apples to apples in our data analysis. Expected answer: No changes in measurement methodology. Impact on approach: Confirms the issue is with actual completion rates, not data discrepancies.
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