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Company focus

Amplify

Why has Amplify's Science curriculum seen a 15% drop in student engagement scores over the past month?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving Strategic Thinking Education Technology Digital Learning K-12 Education Product Strategy User Engagement Data Analysis Root Cause Analysis EdTech
Product Management Root Cause Analysis Question: Investigating sudden drop in student engagement for educational software

Introduction

The recent 15% drop in student engagement scores for Amplify's Science curriculum is a critical issue that demands immediate attention. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address 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 academic period or holiday?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: The drop occurred during a typical school period. Impact on approach: If seasonal, we'd focus on cyclical engagement strategies.

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

Why it matters: Identifies whether the issue is systemic or localized. Expected answer: The drop is more pronounced in certain grades. Impact on approach: We'd tailor solutions to specific user segments if non-uniform.

  • Thinking about recent changes, have there been any significant updates to the curriculum content or platform in the past month?

Why it matters: Recent changes often correlate with engagement shifts. Expected answer: A minor update was released three weeks ago. Impact on approach: We'd scrutinize the update's impact on user experience.

  • Regarding measurement consistency, has there been any change in how engagement scores are calculated or tracked?

Why it matters: Ensures we're comparing apples to apples. Expected answer: No changes to the engagement metric calculation. Impact on approach: If changed, we'd need to reassess historical data for accurate comparison.

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Updated Jan 22, 2025