Introduction
Bupa's dental insurance plan enrollment has dropped 15% in the last quarter, 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 and long-term implications.
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 trends could explain the fluctuation and impact 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 comparisons rather than quarter-over-quarter.
Why it matters: Competitive pressure could be drawing customers away. Expected answer: No significant competitor changes noted. Impact on approach: If competitors aren't the cause, we'd focus more on internal factors or market conditions.
Why it matters: Internal changes could be driving the enrollment decline. Expected answer: Minor updates to the online enrollment system were made. Impact on approach: We'd investigate the impact of these updates on user experience and conversion rates.
Why it matters: Identifying affected segments could reveal targeted issues. Expected answer: The drop is more significant among younger customers. Impact on approach: We'd focus on understanding the needs and preferences of younger demographics.
Why it matters: Ensures we're not dealing with a data anomaly rather than a real issue. Expected answer: No changes in data collection or reporting methods. Impact on approach: Confirms we're dealing with a genuine enrollment decline, not a reporting error.
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