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.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
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.
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.
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.
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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