How can we explain the 25% decline in provider adoption of Signify Health's Episodes of Care program over the past six months?

Introduction

The 25% decline in provider adoption of Signify Health's Episodes of Care program over the past six months 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 product and business.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that not only pinpoints the cause of the decline but also outlines actionable steps to reverse the trend and prevent similar issues in the future.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent change in the program. Has there been any significant update to the Episodes of Care program in the last 6-8 months?

Why it matters: Recent changes could directly impact adoption rates. Expected answer: Yes, there was a major update to the program. Impact on approach: If yes, we'd focus on the specifics of the update and its potential effects.

• Considering the metric, I'm curious about its composition. Is the 25% decline uniform across all provider types, or are certain segments more affected?

Why it matters: Helps identify if the issue is systemic or segment-specific. Expected answer: The decline varies across provider segments. Impact on approach: If varied, we'd analyze each segment separately to identify unique factors.

• Given the timeframe, I'm wondering about external factors. Have there been any significant changes in healthcare regulations or reimbursement policies in the past year?

Why it matters: External factors could be driving the decline independently of the product. Expected answer: Some minor policy changes, but nothing major. Impact on approach: If significant changes occurred, we'd need to assess their impact on provider incentives.

• Thinking about user experience, has there been any change in the onboarding process or support provided to providers in the last 6-12 months?

Why it matters: Changes in support could affect adoption rates, especially for new providers. Expected answer: No major changes to onboarding or support. Impact on approach: If changes occurred, we'd examine their potential impact on provider adoption.