Introduction
The recent 15% drop in course completion rates for Udemy's mobile app is a critical issue that demands immediate attention. This decline not only impacts user satisfaction but also has potential long-term consequences for Udemy's business model and market position. To address this problem, 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: Recent changes could directly impact user experience and course completion rates. Expected answer: Yes, there was a major UI overhaul. Impact on approach: If confirmed, we'd focus on UI/UX issues in our analysis.
Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The decline is more pronounced among new users. Impact on approach: We'd investigate onboarding processes and first-time user experience.
Why it matters: Changes in metric definition could explain the apparent decline. Expected answer: No changes in metric definition. Impact on approach: We'd focus on actual user behavior changes rather than measurement issues.
Why it matters: New user influx could affect overall completion rates. Expected answer: A recent promotion brought in a large number of new users. Impact on approach: We'd analyze how new user behavior differs from existing users.
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