Introduction
Prudential Financial's workplace retirement plan enrollment rate decline from 85% to 70% among new corporate clients over the past six months 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 product and 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: Changes in onboarding could directly impact enrollment rates. Expected answer: Yes, we updated our onboarding materials. Impact on approach: If confirmed, I'd focus on analyzing the new onboarding process.
Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in measurement. Impact on approach: If there were changes, I'd investigate the new measurement system.
Why it matters: Different client types may have varying enrollment behaviors. Expected answer: We've been targeting more small businesses. Impact on approach: I'd segment the data by client type for more targeted analysis.
Why it matters: External factors could be influencing enrollment decisions. Expected answer: A new competitor entered the market with aggressive pricing. Impact on approach: I'd analyze our value proposition compared to new market entrants.
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