Introduction
The Co-operators's 15% drop in home insurance policy renewals over the last quarter is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the company's insurance business.
I'll approach this problem by first clarifying key details, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and finally proposing validation methods and next steps.
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 variations could explain the drop and change our approach. 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-to-quarter.
Why it matters: Competitor actions could be drawing customers away. Expected answer: Some competitors have launched aggressive marketing campaigns. Impact on approach: We'd need to analyze our market positioning and value proposition.
Why it matters: Internal changes could be impacting customer decisions. Expected answer: A new digital renewal system was implemented 4 months ago. Impact on approach: We'd focus on the user experience of the new system and its potential issues.
Why it matters: Identifying affected segments could point to targeted issues. Expected answer: The drop is more significant among older customers. Impact on approach: We'd investigate potential usability issues for older demographics.
Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in measurement or reporting methods. Impact on approach: Confirms we need to look at actual business factors rather than data issues.
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