Introduction
The recent 15% decrease in daily active users (DAU) for Seniorlink's Vela care management platform 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 contributing to this decline, formulate data-driven hypotheses, and develop a comprehensive plan to address the underlying causes.
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 distribution of the decline helps focus our investigation. Expected answer: The decline is more pronounced among family caregivers. Impact on approach: We'd prioritize investigating factors specific to family caregiver usage patterns.
Why it matters: Recent changes could directly impact user engagement. Expected answer: A new medication management feature was rolled out six weeks ago. Impact on approach: We'd examine the feature's adoption rate and any related user feedback.
Why it matters: Policy changes can significantly influence platform usage in healthcare. Expected answer: No major policy changes, but a competitor launched a similar product. Impact on approach: We'd analyze our competitive positioning and unique value proposition.
Why it matters: Ensures we're working with accurate data and not chasing a phantom problem. Expected answer: No changes to measurement, but there was a brief outage in data collection. Impact on approach: We'd adjust our analysis to account for any data gaps or inconsistencies.
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