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Product Management Root Cause Analysis Question: Investigating decreased user engagement in Paga's savings product

Asked at Paga

12 mins

Why has user engagement with Paga's savings product decreased by 25% this month compared to last?

Data Analysis Problem Solving Strategic Thinking FinTech Digital Banking Mobile Payments
User Engagement Root Cause Analysis FinTech Savings Products Competitor Analysis

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)

  • Looking at the timing, I'm thinking there might be a seasonal component. Has this decrease coincided with any particular time of year or event?

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.

  • Considering user segments, I'm wondering if this decrease is uniform across all user groups. Have you noticed any particular demographic or user type more affected than others?

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.

  • Thinking about recent changes, has there been any product update or feature release in the past month that might have impacted user behavior?

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.

  • Considering external factors, have there been any significant economic changes or competitor actions that might influence savings behavior?

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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