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Product Management Root Cause Analysis Question: Investigating decreased mobile app engagement for Flip
Image of author vinay

Vinay

Updated Nov 28, 2024

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Asked at Flip

12 mins

Why has the average session duration for Flip's mobile app decreased from 15 minutes to 8 minutes in the last month?

Data Analysis Problem Solving User Experience Social Media Mobile Apps Entertainment
Product Strategy User Engagement Metrics Analysis Root Cause Analysis Mobile Apps

Introduction

The sudden decrease in Flip's mobile app average session duration from 15 minutes to 8 minutes over the last month is a critical issue that demands immediate attention. This significant drop could indicate underlying problems affecting user engagement and satisfaction. I'll approach this analysis systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term fixes and long-term strategies to address the issue.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might have been a recent app update. Has there been any significant changes or updates to the app in the past month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes introduced in the update.

  • Considering user segments, I'm curious about the distribution of this decrease. Is the 8-minute average consistent across all user segments, or are some groups more affected than others?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The decrease is more pronounced among newer users. Impact on approach: We'd investigate onboarding and new user experience if this is the case.

  • Thinking about external factors, have there been any significant changes in the competitive landscape or market conditions that might influence user behavior?

Why it matters: External factors could explain changes in user engagement. Expected answer: No major market shifts, but a competitor launched a new feature. Impact on approach: We'd analyze the competitor's feature and its potential impact on our users.

  • Considering data integrity, has there been any change in how session duration is measured or reported in the last month?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement methodology. Impact on approach: If confirmed, we can rule out data inconsistencies and focus on actual usage patterns.

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