Why has the average session duration for Cerebral's virtual counseling appointments decreased by 10 minutes compared to the previous six months?

Introduction

The recent 10-minute decrease in average session duration for Cerebral's virtual counseling appointments is a concerning trend that requires thorough investigation. This analysis will systematically explore potential root causes, generate data-driven hypotheses, and propose actionable solutions to address this issue. We'll examine both internal and external factors, considering technical, user behavior, and product-related aspects to ensure a comprehensive understanding of the problem.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent product change. Have there been any significant updates to the virtual counseling platform in the last six months?

Why it matters: Product changes can directly impact user behavior and session duration. Expected answer: Yes, there was a UI redesign two months ago. Impact on approach: If confirmed, we'd focus on analyzing the impact of specific UI changes on user engagement.

• Considering user segments, I'm curious about the distribution of this decrease. Is the 10-minute reduction consistent across all user groups, or are certain demographics more affected?

Why it matters: Identifying specific affected groups can help narrow down potential causes. Expected answer: The decrease is more pronounced among new users. Impact on approach: We'd investigate onboarding processes and new user experience if this is the case.

• Thinking about external factors, has there been any significant change in the competitive landscape or market conditions for virtual counseling services?

Why it matters: External pressures could influence user behavior and session duration. Expected answer: A new competitor entered the market with shorter session options. Impact on approach: We'd need to assess our product positioning and value proposition.

• Regarding technical aspects, have there been any reported issues with video quality or connection stability in the past six months?

Why it matters: Technical problems could lead to shorter sessions if users experience frustration. Expected answer: There have been intermittent reports of video lag. Impact on approach: We'd prioritize investigating and resolving technical issues.