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Product Management Root Cause Analysis Question: Investigating sudden drop in Chegg's flashcard feature engagement

Asked at Chegg

15 mins

What's causing the sudden 30% drop in user engagement with Chegg's flashcard feature over the past week?

Data Analysis Problem Solving User Behavior Understanding EdTech SaaS Digital Learning
User Engagement Data Analysis Product Metrics Root Cause Analysis EdTech

Introduction

The sudden 30% drop in user engagement with Chegg's flashcard feature over the past week is a critical issue that demands immediate attention. 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)

  • Looking at the timing, I'm thinking this could be related to a recent product update. Has there been any change to the flashcard feature or related systems in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, a minor UI update was rolled out. Impact on approach: If confirmed, I'd focus on the update's specifics and user feedback.

  • Considering user segments, I'm curious about the distribution of this engagement drop. Is the 30% decrease uniform across all user groups, or are certain segments more affected?

Why it matters: Helps identify if the issue is universal or specific to certain users. Expected answer: The drop is more pronounced among mobile users. Impact on approach: I'd prioritize investigating mobile-specific factors if this is the case.

  • Given the flashcard feature's importance, I'm wondering about the overall impact. Has this engagement drop affected other Chegg features or overall platform usage?

Why it matters: Determines if this is an isolated issue or part of a broader problem. Expected answer: Other features seem unaffected. Impact on approach: If isolated, I'd focus solely on the flashcard feature; if not, I'd broaden the investigation.

  • Thinking about external factors, I'm considering academic calendars. Are we in a period that typically sees changes in student behavior, like exam seasons or holidays?

Why it matters: Seasonal trends can significantly impact educational product usage. Expected answer: It's mid-semester for most universities. Impact on approach: If it's a typical study period, I'd look more closely at internal factors.

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