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Product Management Root Cause Analysis Question: Investigating OPay savings feature user decline

Asked at OPay

15 mins

Why has the average daily active user count for OPay's savings feature decreased by 15% this month compared to last?

Data Analysis Problem-Solving Strategic Thinking Fintech Digital Banking Mobile Payments
User Engagement Product Metrics Fintech Root Cause Analysis Competitive Analysis

Introduction

The 15% decrease in average daily active users for OPay's savings feature is a significant concern that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the product.

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 trend. Has this decrease coincided with any particular time of year or event?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors.

  • Considering user segments, I'm curious about the distribution of this decrease. Is the 15% drop uniform across all user groups, or are certain segments more affected?

Why it matters: Identifies whether the issue is widespread or localized to specific user types. Expected answer: The decrease is more pronounced in younger users. Impact on approach: We'd tailor our investigation and solutions to the most affected segments.

  • Regarding recent changes, have there been any updates to the savings feature or related systems in the past month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: A minor UI update was implemented two weeks ago. Impact on approach: We'd scrutinize the update's impact on user experience and engagement.

  • Thinking about external factors, has there been any significant economic news or policy changes that might affect savings behavior?

Why it matters: External events can influence financial decisions. Expected answer: No major economic shifts, but a competitor launched a high-yield savings product. Impact on approach: We'd analyze our competitive positioning and value proposition.

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