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Product Management Root Cause Analysis Question: Investigating decrease in Moneybox 95 Day Notice account deposits

Why has the average deposit amount for the Moneybox 95 Day Notice account decreased by 15% in the last quarter?

Data Analysis Problem Solving Strategic Thinking Fintech Banking Personal Finance
Metrics Fintech Root Cause Analysis Competitive Analysis User Behavior

Introduction

The Moneybox 95 Day Notice account has experienced a 15% decrease in average deposit amounts over the last quarter. This significant drop warrants a thorough investigation to identify the root cause and develop effective solutions. I'll approach this analysis systematically, examining both internal and external factors that could be influencing user behavior and account performance.

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 seasonal factors at play. Has this decrease coincided with any particular time of year or event?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No clear 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 if this decrease is uniform across all user groups. Have you noticed any particular demographic or user type more affected by this trend?

Why it matters: Identifies if the issue is widespread or localized to specific user segments. Expected answer: The decrease is more pronounced among younger users. Impact on approach: We'd tailor our solutions to address the needs of the most affected segments.

  • Thinking about recent changes, have there been any significant updates to the account features, terms, or user interface in the last quarter?

Why it matters: Product changes could directly impact user behavior. Expected answer: A minor UI update was implemented. Impact on approach: We'd investigate if the UI change affected user understanding or ease of use.

  • Regarding competitive landscape, have there been any notable changes in competitor offerings or marketing strategies recently?

Why it matters: External market forces could be drawing users away. Expected answer: A competitor launched a high-yield savings account. Impact on approach: We'd need to reassess our value proposition and possibly adjust our offering.

  • Considering data integrity, has there been any change in how we measure or calculate the average deposit amount?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes in measurement methodology. Impact on approach: Confirms the issue is real and not a data anomaly.

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