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Product Management Root Cause Analysis Question: Investigating MasterClass course completion rate decline
Image of author vinay

Vinay

Updated Nov 25, 2024

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Why has the completion rate for MasterClass's Gordon Ramsay cooking course dropped by 15% in the last month?

Data Analysis Problem-Solving User Experience E-learning Online Education Culinary Arts
User Engagement Root Cause Analysis E-Learning MasterClass Cooking Courses

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)

  • Looking at the timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular season or holiday period?

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.

  • Considering user segments, I'm curious if this drop is uniform across all user types. Have you noticed any particular demographic or user group more affected than others?

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.

  • Thinking about recent changes, have there been any updates to the course content or platform in the last month?

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.

  • Regarding measurement accuracy, has there been any change in how completion rates are calculated or tracked?

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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