Introduction
Guardian Life's 20% drop in customer satisfaction scores for dental insurance plans is a critical issue that demands 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 dental insurance product line.
I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into product understanding, metric breakdown, and data analysis. From there, I'll form hypotheses, conduct root cause analysis, and propose validation methods and solutions.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Understanding the timeframe helps isolate potential causes and correlate with any recent changes. Expected answer: Within the last quarter. Impact on approach: A sudden drop might indicate a specific trigger event, while a gradual decline could suggest systemic issues.
Why it matters: Identifying affected segments can help narrow down potential causes and tailor solutions. Expected answer: The drop is more pronounced in younger customers and those with basic plans. Impact on approach: This would lead us to focus on the needs and expectations of specific customer groups.
Why it matters: Changes in core product features often directly impact customer satisfaction. Expected answer: A new automated claim processing system was implemented three months ago. Impact on approach: This would shift our focus to potential issues with the new system and its impact on customer experience.
Why it matters: Competitive pressures can influence customer perceptions and satisfaction levels. Expected answer: One major competitor recently launched a more comprehensive plan at a lower price point. Impact on approach: This would necessitate a competitive analysis and potential product repositioning.
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