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How can we explain the sudden drop in approval rates for Progressive Leasing's no credit needed leasing applications this month?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving Strategic Thinking Fintech Retail E-commerce User Experience Data Analysis Fintech Root Cause Analysis Risk Assessment
Product Management Root Cause Analysis Question: Investigating sudden drop in Progressive Leasing approval rates

Introduction

The sudden drop in approval rates for Progressive Leasing's no credit needed leasing applications this month is a critical issue that demands immediate attention. As we delve into this product execution problem, I'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

To tackle this challenge, I'll follow a structured framework that covers issue identification, hypothesis generation, validation, and solution development. This approach will ensure we leave no stone unturned in our quest to understand and resolve the approval rate decline.

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 recent change in the application process. Has there been any update to the application form or workflow in the past month?

Why it matters: Recent changes could directly impact approval rates. Expected answer: Yes, there was a minor update to the form layout. Impact on approach: If confirmed, we'd focus on analyzing the specific changes and their potential effects.

  • Considering user segments, I'm curious about the distribution of the decline. Is the drop in approval rates uniform across all user segments, or are certain groups more affected?

Why it matters: This helps identify if the issue is systemic or segment-specific. Expected answer: The decline is more pronounced in the 25-35 age group. Impact on approach: We'd investigate factors unique to this demographic if this is the case.

  • Given the nature of the product, I'm wondering about external economic factors. Have there been any significant changes in the job market or overall economic indicators in the past month?

Why it matters: Economic shifts can impact creditworthiness and approval rates. Expected answer: No major economic changes reported. Impact on approach: If confirmed, we'd focus more on internal factors and product-specific issues.

  • Considering potential technical issues, has there been any reported downtime or performance issues with the approval system in the past month?

Why it matters: Technical glitches could lead to incorrect approvals or rejections. Expected answer: No significant downtime, but there were some minor performance issues. Impact on approach: We'd investigate the nature and impact of these performance issues on the approval process.

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Updated Jan 22, 2025