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Product Management Root Cause Analysis Question: Investigating Skillshare's graphic design course completion rate decline
Image of author vinay

Vinay

Updated Dec 1, 2024

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Why has the completion rate for Skillshare courses in the graphic design category fallen from 65% to 40% in the last quarter?

Data Analysis Problem Solving User Experience EdTech Online Learning Digital Skills Training
Product Strategy User Engagement Metrics Analysis Root Cause Analysis E-Learning

Introduction

The completion rate for Skillshare courses in the graphic design category has dropped significantly from 65% to 40% in the last quarter. This alarming decline requires a thorough investigation to identify the root cause and implement effective solutions. I'll approach this issue systematically, examining both internal and external factors that could be contributing to this problem.

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 seasonal factors at play. Has this drop coincided with any particular time of year or event?

Why it matters: Seasonal trends could explain temporary fluctuations in course completion rates. Expected answer: No significant seasonal correlation identified. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors.

  • Considering user segments, I'm curious about the demographics affected. Has the drop been consistent across all user groups, or are certain segments more impacted?

Why it matters: Identifying specific affected groups could point to targeted issues or changes. Expected answer: The drop is more pronounced among beginner-level users. Impact on approach: We'd focus on onboarding and early-stage user experience if beginners are most affected.

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

Why it matters: Recent changes could directly impact user behavior and course completion rates. Expected answer: A new course format was introduced at the beginning of the quarter. Impact on approach: We'd examine the new format's impact on user engagement and completion rates.

  • Considering data integrity, has there been any change in how completion rates are measured or reported?

Why it matters: Ensures we're comparing apples to apples and not dealing with a measurement issue. Expected answer: No changes in measurement methodology. Impact on approach: If changed, we'd need to reassess our baseline; if not, we can focus on actual user behavior changes.

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