Introduction
The recent 15% drop in active users for Watermark's Faculty Success module is a concerning trend 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 decline.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Academic cycles could significantly impact faculty engagement with the platform. Expected answer: Yes, it aligns with the end of the spring semester. Impact on approach: If confirmed, we'd need to adjust for seasonality in our analysis.
Why it matters: Identifying specific affected segments could point to targeted issues. Expected answer: The drop is more pronounced among adjunct faculty. Impact on approach: We'd focus on understanding the unique needs and challenges of adjunct faculty.
Why it matters: Recent changes could directly correlate with the user drop. Expected answer: A new performance evaluation feature was rolled out six weeks ago. Impact on approach: We'd investigate the impact and user reception of this new feature.
Why it matters: External policy changes could alter the perceived value of the product. Expected answer: No major policy changes have been reported. Impact on approach: We'd focus more on internal factors and user experience issues.
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