Why has Neo Financial's credit card application approval rate dropped by 15% over the past month?

Introduction

Neo Financial's credit card application approval rate has dropped by 15% over the past month, signaling a significant issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in our credit scoring model. Has there been any update to our risk assessment algorithms in the past month?

Why it matters: Changes in credit scoring can directly impact approval rates. Expected answer: Yes, there was a recent update. Impact on approach: If confirmed, we'd focus on validating the new model's performance.

• Considering potential market shifts, have we seen any significant changes in the demographics of applicants recently?

Why it matters: A shift in applicant demographics could explain the approval rate drop. Expected answer: No major changes observed. Impact on approach: If true, we'd look more closely at internal factors.

• I'm curious about our marketing efforts. Have we launched any new campaigns or partnerships that might have attracted a different applicant pool?

Why it matters: New marketing initiatives can alter the quality of applicants. Expected answer: A new partnership was launched recently. Impact on approach: We'd investigate the quality of leads from this new source.

• Thinking about external factors, has there been any recent economic news or policy changes that might affect consumer credit worthiness?

Why it matters: Economic conditions can impact overall approval rates. Expected answer: No significant economic changes. Impact on approach: We'd focus more on internal factors if external conditions are stable.

• I'm wondering about our data integrity. Have there been any recent changes or issues with our application processing systems?

Why it matters: Technical issues could lead to incorrect approval decisions. Expected answer: No known system issues. Impact on approach: If confirmed, we'd prioritize investigating other internal factors.