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Product Management Root Cause Analysis Question: Investigating decline in new bank account openings
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Nextsprints

Updated Jan 22, 2025

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How can we explain the 25% decline in new account openings for U.S. Bank's Silver Checking product compared to the same period last year?

Data Analysis Problem Solving Strategic Thinking Banking Financial Services FinTech
Product Strategy Data Analysis Root Cause Analysis Customer Acquisition Banking Products

Introduction

The 25% decline in new account openings for U.S. Bank's Silver Checking product compared to the same period last year is a significant issue that requires thorough investigation. To address this problem, I'll employ a systematic approach to identify, validate, and address the root cause while considering both immediate and long-term implications.

My analysis will follow a structured framework covering issue identification, hypothesis generation, validation, and solution development. This approach will ensure we explore all potential factors contributing to the decline and develop a comprehensive plan to reverse the trend.

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 25% decline been consistent across all months, or are there specific periods showing more significant drops?

Why it matters: Understanding the timing helps identify potential seasonal trends or external events affecting account openings. Expected answer: The decline has been relatively consistent across months. Impact on approach: If consistent, we'll focus on broader issues; if varied, we'll investigate specific time-related factors.

  • Considering potential changes in the product offering, have there been any recent modifications to the Silver Checking account features or requirements?

Why it matters: Product changes can significantly impact customer acquisition and retention. Expected answer: No major changes to the product in the past year. Impact on approach: If changes occurred, we'd focus on their impact; if not, we'll look at other factors.

  • Thinking about market dynamics, has there been any shift in competitive offerings from other banks that might be attracting potential customers?

Why it matters: Competitive pressure can directly influence new account openings. Expected answer: Some competitors have introduced more attractive checking account options. Impact on approach: If competition has increased, we'll need to assess our product's market positioning.

  • Considering internal processes, have there been any changes to the account opening procedure or marketing strategies for the Silver Checking product?

Why it matters: Changes in customer acquisition funnels can significantly impact new account numbers. Expected answer: Minor updates to the online application process were implemented. Impact on approach: If changes occurred, we'll investigate their impact on user experience and conversion rates.

  • Reflecting on data integrity, can we confirm that the definition of "new account openings" has remained consistent and that all systems measuring this metric are functioning correctly?

Why it matters: Ensures we're comparing apples to apples and not dealing with a data anomaly. Expected answer: The definition and measurement systems have remained consistent. Impact on approach: If inconsistencies are found, we'll need to reassess the actual decline magnitude.

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