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Company focus

D2L

Why has D2L's Brightspace Learning Management System seen a 15% drop in active daily users over the past month?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving Strategic Thinking EdTech SaaS Higher Education User Engagement Product Analytics Root Cause Analysis Edtech LMS
Product Management Root Cause Analysis Question: Investigating D2L Brightspace LMS user engagement decline

Introduction

The recent 15% drop in active daily users of D2L's Brightspace Learning Management System (LMS) over the past month is a significant concern that requires immediate attention and a thorough root cause analysis. As we delve into this issue, we'll systematically examine potential factors, generate data-driven hypotheses, and develop a comprehensive plan to address the underlying causes and reverse this trend.

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 the academic calendar. Are we seeing this drop across all types of educational institutions or is it concentrated in specific segments?

Why it matters: Understanding the affected segments helps narrow down potential causes. Expected answer: The drop is primarily seen in higher education institutions. Impact on approach: If concentrated, we'd focus on higher education-specific factors.

  • Considering user engagement, I'm curious about the nature of the drop. Is this a gradual decline or a sudden drop-off in daily active users?

Why it matters: The pattern of decline can indicate whether it's a systemic issue or a specific event. Expected answer: It's been a steady decline over the past month. Impact on approach: A steady decline might suggest a cumulative effect of multiple factors.

  • Given the importance of system reliability, have there been any significant outages or performance issues reported in the past month?

Why it matters: Technical issues can directly impact user engagement and trust. Expected answer: No major outages, but some intermittent performance slowdowns. Impact on approach: We'd need to investigate the impact of these slowdowns on user behavior.

  • Thinking about product changes, have there been any recent updates or new feature rollouts in Brightspace LMS?

Why it matters: New features or changes can sometimes disrupt user workflows or cause confusion. Expected answer: A new gradebook feature was introduced three weeks ago. Impact on approach: We'd need to examine the adoption and feedback on this new feature.

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Updated Jan 22, 2025