Why has the average time spent by users on WorkIndia's mobile app declined from 10 minutes to 6 minutes per session in the last quarter?

Introduction

The decline in average time spent by users on WorkIndia's mobile app from 10 minutes to 6 minutes per session in the last quarter is a significant issue that requires thorough investigation. This 40% drop in engagement could have serious implications for user retention, conversion rates, and overall app performance. I'll approach this problem systematically, examining both internal and external factors to identify the root cause and propose effective solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this decline coincided with any particular season or event?

Why it matters: Seasonal trends could explain temporary changes in user behavior. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on cyclical patterns; if not, we'd look deeper into product or market changes.

• Considering user segments, I'm curious if this decline is uniform across all user groups. Have you noticed any particular user segments more affected than others?

Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The decline is more pronounced in newer users. Impact on approach: If specific to new users, we'd focus on onboarding and first-time user experience.

• Thinking about recent changes, have there been any significant updates to the app or changes in job market conditions during this period?

Why it matters: Recent changes could directly impact user behavior. Expected answer: A new UI was implemented, and there's been a slight downturn in job postings. Impact on approach: We'd investigate the impact of UI changes and market conditions on user engagement.

• Regarding measurement accuracy, has there been any change in how session time is calculated or tracked?

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