Introduction
The recent 15% drop in completion rates for MasterClass's Gordon Ramsay cooking course 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.
Framework overview
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 trends could explain temporary fluctuations in engagement. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on cyclical engagement strategies.
Why it matters: Identifying specific affected groups could pinpoint targeted issues. Expected answer: The drop is more pronounced among beginners. Impact on approach: We'd focus on improving the onboarding and early course experience.
Why it matters: Recent changes could directly impact user engagement and completion rates. Expected answer: Minor UI updates were implemented. Impact on approach: We'd investigate the impact of these UI changes on user experience.
Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement methodology. Impact on approach: Confirms the issue is with user behavior, not data collection.
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