Introduction
The 25% decrease in user engagement with Paga's savings product this month is a critical issue that demands immediate attention. As we dive into this analysis, we'll systematically explore potential causes, validate hypotheses, and develop a comprehensive plan to address the root cause while considering both short-term fixes and long-term strategic implications.
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 trends can significantly impact savings behavior. Expected answer: No specific seasonal event identified. Impact on approach: If seasonal, we'd focus on cyclical patterns; if not, we'd investigate recent changes.
Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The decrease is more pronounced among younger users. Impact on approach: We'd focus on factors specifically affecting younger demographics.
Why it matters: Recent changes often correlate with shifts in user engagement. Expected answer: A UI update was rolled out two weeks ago. Impact on approach: We'd investigate the impact of the UI change on user experience and engagement.
Why it matters: External factors can dramatically affect financial product usage. Expected answer: A major competitor launched a high-yield savings account. Impact on approach: We'd analyze our product's competitiveness and market positioning.
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