Introduction
The recent 30% drop in FHA loan application volume at Caliber Home Loans is a significant concern that requires immediate attention and a thorough root cause analysis. As we delve into this issue, we'll systematically examine potential factors, generate data-driven hypotheses, and develop a comprehensive plan to address the underlying causes and reverse this trend.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal fluctuations could explain part of the decrease. Expected answer: Yes, it's been compared and is still significant. Impact on approach: If seasonal, we'd focus on year-over-year trends rather than quarter-over-quarter.
Why it matters: External policy changes could directly impact application volume. Expected answer: Some minor changes, but nothing drastic. Impact on approach: If policy changes are minimal, we'd focus more on internal factors.
Why it matters: Changes in applicant demographics could indicate targeting or marketing issues. Expected answer: No significant changes observed. Impact on approach: If demographics are stable, we'd look more closely at product or process issues.
Why it matters: Technical issues or UX changes could be deterring applicants. Expected answer: A minor update was implemented last month. Impact on approach: If there were recent changes, we'd prioritize investigating their impact.
Why it matters: Competitive actions could be drawing potential applicants away. Expected answer: One competitor introduced a new first-time homebuyer program. Impact on approach: If competition is a factor, we'd need to assess our market positioning.
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