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Product Management Root Cause Analysis Question: Investigating Thinkific's course completion rate decline for Assignment feature
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Nextsprints

Updated Jan 22, 2025

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Why has Thinkific's course completion rate dropped by 15% over the past month for courses using the Assignments feature?

Data Analysis Problem Solving Product Strategy EdTech SaaS Online Learning
Data Analysis User Retention Root Cause Analysis EdTech Feature Optimization

Introduction

Thinkific's course completion rate drop of 15% for courses using the Assignments feature is a critical issue that demands immediate attention. This decline not only affects user satisfaction but also impacts the platform's core value proposition of effective online learning. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term solutions.

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 have been a recent update to the Assignments feature. Has there been any significant change to this feature in the past month?

Why it matters: Recent changes could directly impact user experience and completion rates. Expected answer: Yes, there was an update to the UI of the Assignments feature. Impact on approach: If confirmed, we'd focus on the specifics of the update and its potential effects.

  • Considering user segments, I'm curious about the distribution of this drop. Is the 15% decrease uniform across all course types and user demographics?

Why it matters: Uneven distribution could point to specific user groups or course types being disproportionately affected. Expected answer: The drop is more pronounced in certain course categories or user groups. Impact on approach: We'd prioritize investigating those specific segments for targeted solutions.

  • Thinking about the metric itself, has there been any change in how course completion is measured or tracked in the past month?

Why it matters: Changes in measurement could lead to false perceptions of decreased completion rates. Expected answer: No changes in measurement methodology. Impact on approach: If confirmed, we'd focus on actual user behavior rather than data collection issues.

  • Considering external factors, have there been any significant changes in the online education market or competitor offerings in the past month?

Why it matters: External market forces could be influencing user behavior across platforms. Expected answer: No major market shifts, but some competitors have launched new features. Impact on approach: We'd need to consider competitive analysis in our solution development.

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