Why has Charlie Health's virtual group therapy attendance rate dropped 15% over the past month?

Introduction

Charlie Health's virtual group therapy attendance rate has dropped 15% over the past month, signaling a critical issue that demands immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this drop coincided with any particular events or time of year?

Why it matters: Seasonal patterns could explain the attendance drop and inform our solution approach. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on anticipating and mitigating annual fluctuations.

• Considering user segments, I'm curious about the demographics affected. Has the drop been uniform across all user groups, or are certain segments more impacted?

Why it matters: Identifying affected segments helps target our investigation and solutions. Expected answer: The drop is more pronounced in younger users. Impact on approach: We'd focus on understanding and addressing the needs of the most affected segments.

• Thinking about recent changes, have there been any updates to the platform or therapy format in the past month?

Why it matters: Recent changes could directly impact user engagement and attendance. Expected answer: A new user interface was implemented two weeks ago. Impact on approach: We'd investigate how the UI change might have affected user experience and attendance.

• Regarding performance metrics, has there been any change in how attendance is measured or reported?

Why it matters: Ensures we're dealing with a real issue and not a measurement anomaly. Expected answer: No changes in measurement or reporting methods. Impact on approach: Confirms we need to look at actual attendance factors rather than data inconsistencies.