Why has the average session duration for WellnessLiving Systems's mobile app decreased by 2 minutes in the past week?

Introduction

The recent 2-minute decrease in average session duration for WellnessLiving Systems's mobile app is a concerning trend that requires immediate attention. To address this issue, 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 this could be related to a recent app update. Has there been any significant changes or updates to the app in the past week or two?

Why it matters: Recent changes often correlate with shifts in user behavior. Expected answer: Yes, there was an update. Impact on approach: If yes, we'd focus on changes in that update; if no, we'd look at external factors or gradual trends.

• Considering user segments, I'm wondering if this decrease is uniform across all user groups. Do we see any particular user segment more affected than others?

Why it matters: Helps narrow down if it's a universal issue or specific to certain users. Expected answer: The decrease is more pronounced in newer users. Impact on approach: If segmented, we'd focus on that group; if uniform, we'd look at broader app-wide issues.

• Thinking about the metric itself, has there been any change in how we measure or calculate average session duration recently?

Why it matters: Ensures we're comparing apples to apples and not facing a data anomaly. Expected answer: No changes in measurement. Impact on approach: If changed, we'd need to recalibrate our analysis; if not, we can proceed with current data.

• Considering external factors, have we observed any significant changes in user behavior or market conditions that might explain this shift?

Why it matters: External factors can sometimes overshadow internal issues. Expected answer: No major external changes noted. Impact on approach: If external factors are at play, we'd need to adjust our strategy accordingly.