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Product Management Root Cause Analysis Question: Investigating decline in Commonwealth Bank's home loan refinancing applications
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Nextsprints

Updated Jan 22, 2025

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Why has Commonwealth Bank's home loan refinancing service experienced a 30% decrease in completed applications compared to the same period last year?

Data Analysis Problem Solving Strategic Thinking Banking Fintech Mortgage Lending
User Experience Root Cause Analysis Competitive Analysis Customer Journey Financial Services

Introduction

Commonwealth Bank's home loan refinancing service has experienced a 30% decrease in completed applications compared to the same period last year. This significant drop in a key performance metric requires 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 contributing to this decline.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Considering the timing, I'm wondering if there have been any recent changes to the refinancing process. Have there been any updates to the application workflow or requirements in the past 3-6 months?

Why it matters: Recent changes could directly impact completion rates. Expected answer: Yes, there was a new credit check step added. Impact on approach: If confirmed, we'd focus on analyzing the impact of this specific change.

  • Looking at the market conditions, I'm curious about interest rate trends. Have there been any significant changes in interest rates offered by Commonwealth Bank or its competitors recently?

Why it matters: Interest rates heavily influence refinancing decisions. Expected answer: Rates have remained relatively stable. Impact on approach: If rates are stable, we'd need to look more closely at internal factors or competitor actions.

  • Considering user segments, I'm thinking about potential shifts in the applicant pool. Has there been any notable change in the demographics or credit profiles of applicants compared to last year?

Why it matters: Changes in applicant characteristics could affect completion rates. Expected answer: There's been a slight increase in applications from first-time refinancers. Impact on approach: This would lead us to examine if the process is optimized for less experienced applicants.

  • Reflecting on the competitive landscape, I'm wondering about market share. Has Commonwealth Bank's overall market share in home loan refinancing changed significantly in the past year?

Why it matters: Market share changes could indicate broader competitive issues. Expected answer: Market share has remained relatively stable. Impact on approach: If stable, we'd focus more on internal processes rather than competitive pressures.

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