Why has Rightway's care navigation service seen a 15% drop in member engagement over the past month?

Introduction

Rightway's care navigation service has experienced a 15% drop in member engagement over the past month, signaling 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 uncover the underlying reasons for the engagement drop and propose actionable strategies to reverse the trend.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent product update. Has there been any significant change to the care navigation service in the past 1-2 months?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Yes, there was a UI redesign. Impact on approach: If yes, we'd focus on user experience and adoption of new features.

• Considering user segments, I'm curious about the distribution of the engagement drop. Is the 15% decrease uniform across all user groups, or are certain segments more affected?

Why it matters: Helps identify if the issue is global or specific to certain user types. Expected answer: The drop is more pronounced in older users. Impact on approach: If segmented, we'd tailor solutions to the most affected groups.

• Thinking about external factors, have there been any changes in the healthcare landscape or partner networks that might affect our service utilization?

Why it matters: External changes could influence user behavior independently of our product. Expected answer: No significant external changes noted. Impact on approach: If yes, we'd need to adapt our service to new market conditions.

• Regarding data integrity, I'm wondering if there have been any changes to our analytics setup or engagement measurement methods in the past month?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes to measurement methods. Impact on approach: If changed, we'd need to re-evaluate our historical data for accurate comparison.