Introduction
The recent 15% decrease in daily active users for RBC's mobile banking app 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 restore user engagement.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal events noted. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors.
Why it matters: Identifies whether the issue is widespread or localized to specific user types. Expected answer: The decrease is more pronounced among younger users. Impact on approach: We'd tailor our investigation and solutions to the most affected segments.
Why it matters: Recent changes could directly correlate with the user decrease. Expected answer: A minor UI update was implemented three weeks ago. Impact on approach: We'd scrutinize the update's impact and consider rolling back if necessary.
Why it matters: External pressures could be drawing users away from the app. Expected answer: A competitor launched a new feature last month. Impact on approach: We'd analyze our competitive position and consider feature enhancements.
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