Introduction
The sudden 30% increase in claims for Assurant's extended appliance warranty program this month presents a complex challenge requiring thorough analysis. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications for the product and business.
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: System changes could inadvertently make it easier to submit claims or create false positives. Expected answer: No major changes to the claims system recently. Impact on approach: If there were changes, we'd focus on system-related hypotheses; if not, we'll explore other factors.
Why it matters: This helps identify if the issue is product-specific or more widespread. Expected answer: The increase is primarily in refrigerators and washing machines. Impact on approach: We'd focus our investigation on these specific appliance categories and their unique factors.
Why it matters: This helps distinguish between normal seasonal fluctuations and anomalous increases. Expected answer: This increase is significantly higher than typical seasonal variations. Impact on approach: If seasonal, we'd focus on external factors; if not, we'd prioritize internal or product-related issues.
Why it matters: Shifts in customer base could explain changes in claim patterns. Expected answer: No significant changes in customer demographics noted. Impact on approach: If demographics shifted, we'd explore targeted marketing or product fit issues; if not, we'll look at other factors affecting the existing customer base.
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