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Company focus

Savvas Learning

Why has the completion rate for Savvas Learning's enVision Math digital assignments decreased by 20% this quarter compared to last?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Strategic Thinking Education Technology Digital Learning K-12 Education User Engagement Data Analysis Product Metrics Root Cause Analysis EdTech
Product Management Root Cause Analysis Question: Investigating digital math assignment completion rate decline

Introduction

The completion rate for Savvas Learning's enVision Math digital assignments has decreased by 20% this quarter compared to last, indicating a significant drop in student engagement or performance. To address this issue, I'll conduct a systematic analysis to identify potential root causes, validate hypotheses, and propose targeted 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 be seasonal factors at play. Has this decrease coincided with any particular academic period or holiday?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: The decrease spans multiple academic periods. Impact on approach: If seasonal, we'd focus on cyclical engagement strategies.

  • Considering user segments, I'm curious about the impact across different grade levels. Is the 20% decrease uniform across all grades using enVision Math?

Why it matters: Identifies whether the issue is systemic or grade-specific. Expected answer: The decrease varies across grade levels. Impact on approach: Grade-specific issues would require targeted interventions.

  • Thinking about recent changes, have there been any updates to the enVision Math platform or curriculum in the past quarter?

Why it matters: Recent changes could directly impact user experience and engagement. Expected answer: Some minor updates were implemented. Impact on approach: We'd scrutinize the impact of these changes on user behavior.

  • Regarding performance metrics, has the definition of "completion rate" remained consistent, and are the systems measuring it functioning correctly?

Why it matters: Ensures we're comparing apples to apples and rules out measurement errors. Expected answer: The definition and measurement systems are unchanged. Impact on approach: If changed, we'd need to recalibrate our analysis based on the new metrics.

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Updated Jan 22, 2025