Introduction
Cedar's automated payment plan enrollment feature has experienced a 25% drop in utilization rates among new healthcare provider clients in the past 60 days. This significant decrease in a core product feature warrants immediate attention and a thorough root cause analysis. I'll approach this issue systematically, examining both internal and external factors to identify the underlying cause and develop a comprehensive solution.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes could directly impact utilization rates. Expected answer: Yes, a minor UI update was implemented. Impact on approach: If yes, we'd focus on the change's impact on user experience.
Why it matters: Onboarding issues could affect feature adoption. Expected answer: No significant changes to onboarding. Impact on approach: If yes, we'd investigate the onboarding process closely.
Why it matters: External factors could influence provider behavior. Expected answer: Some providers are adopting new payment systems. Impact on approach: If yes, we'd need to assess our competitive positioning.
Why it matters: Changes in measurement could lead to false conclusions. Expected answer: No changes in measurement methodology. Impact on approach: If changed, we'd need to re-evaluate our baseline metrics.
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