What factors are contributing to the sudden 30% increase in cancellations for Cerebral Care's therapy sessions in the last two weeks?

Introduction

The sudden 30% increase in cancellations for Cerebral Care's therapy sessions over the past two weeks 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.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into product understanding, metric breakdown, and hypothesis generation. We'll then conduct a thorough root cause analysis, propose validation methods, and outline a clear resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent product change. Have there been any updates to the booking or cancellation process in the last month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a UI update to the cancellation flow. Impact on approach: If yes, we'd focus on analyzing the impact of this change.

• Considering user segments, I'm curious about the distribution of cancellations. Are we seeing this increase across all user types or is it concentrated in specific segments?

Why it matters: Helps identify if it's a global issue or specific to certain users. Expected answer: The increase is more pronounced among new users. Impact on approach: If segmented, we'd tailor our solution to the most affected groups.

• Thinking about external factors, has there been any significant change in competitor offerings or pricing recently?

Why it matters: External market forces could be driving user behavior. Expected answer: No major changes in the competitive landscape. Impact on approach: If yes, we'd need to consider market positioning in our solution.

• Regarding system performance, have there been any reported issues with session quality or technical glitches in the past month?

Why it matters: Technical issues could lead to user frustration and cancellations. Expected answer: Some intermittent connection problems were reported. Impact on approach: If yes, we'd prioritize technical stability in our analysis.