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How can we explain the sudden 30% decrease in Absolute Reach script executions for Absolute Software's education sector clients this month?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving Technical Understanding Education Technology Cybersecurity IT Management Data Analysis Performance Optimization Root Cause Analysis EdTech Troubleshooting
Product Management Root Cause Analysis Question: Investigating decreased script executions in educational software

Introduction

The sudden 30% decrease in Absolute Reach script executions for Absolute Software's education sector clients this month 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 there might be a seasonal factor at play. Are we seeing this decrease across all education clients or is it concentrated in specific regions or institution types?

Why it matters: Understanding the scope helps us determine if this is a systemic issue or localized problem. Expected answer: The decrease is widespread but varies in severity across regions. Impact on approach: If localized, we'd focus on region-specific factors; if widespread, we'd look at global issues.

  • Considering recent product updates, I'm wondering if there have been any changes to the Absolute Reach script or its deployment process in the last 30-60 days?

Why it matters: Recent changes could directly impact script execution rates. Expected answer: A minor update was pushed out 45 days ago. Impact on approach: If confirmed, we'd prioritize investigating the impact of this update.

  • Given the education sector focus, I'm curious about the academic calendar. Are we in a period where schools might be on break or transitioning between terms?

Why it matters: Educational institutions often have cyclical usage patterns tied to their academic calendars. Expected answer: Some regions are entering summer break periods. Impact on approach: If confirmed, we'd need to adjust for seasonal patterns in our analysis.

  • Thinking about system health, have there been any reported issues with our script execution infrastructure or monitoring systems in the past month?

Why it matters: Technical issues could lead to false readings or actual decreases in executions. Expected answer: No major infrastructure issues reported, but some minor alerts were logged. Impact on approach: If issues are confirmed, we'd prioritize technical investigations and system audits.

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Updated Jan 22, 2025