Introduction
The recent 15% drop in completion rates for Ruangguru's Math Mastery 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 patterns could explain temporary fluctuations. Expected answer: No significant seasonal events correlate with the drop. 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 high school students. Impact on approach: We'd tailor our solutions to address the needs of the most affected group.
Why it matters: Recent changes could directly impact user engagement. Expected answer: A new UI was implemented for the math module. Impact on approach: We'd investigate the UI change's impact on user experience and course navigation.
Why it matters: External pressures could influence user behavior. Expected answer: No major changes in competition or marketing. Impact on approach: We'd focus more on internal factors if external influences are stable.
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