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Product Management Root Cause Analysis Question: Investigating declining Android app engagement for travel booking platform

Why has the average session duration on the Traveloka mobile app declined by 20% among Android users in the past month?

Data Analysis Problem Solving Technical Understanding Travel Mobile Apps E-commerce
User Engagement Root Cause Analysis Travel Tech Mobile Apps Android

Introduction

The recent 20% decline in average session duration for Android users on the Traveloka mobile app is a significant issue that requires immediate attention. This metric is crucial for user engagement and can directly impact conversion rates and overall app performance. To address this problem, I'll employ a systematic approach to identify the root cause, validate our findings, and develop both short-term and long-term solutions.

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 be a recent app update. Has there been any significant update to the Android app in the past month?

Why it matters: Recent updates can introduce bugs or UI changes that affect user behavior. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes introduced in that update.

  • Considering user segments, I'm curious about the distribution. Is this decline uniform across all Android user segments or more pronounced in specific groups?

Why it matters: Helps identify if the issue is global or specific to certain user types. Expected answer: The decline is more significant among users with older Android versions. Impact on approach: We'd investigate compatibility issues with older Android versions.

  • Thinking about external factors, have there been any major changes in the travel industry or competitor offerings recently?

Why it matters: External factors could be drawing users away from our app. Expected answer: No significant industry changes, but a competitor launched a new feature. Impact on approach: We'd analyze the competitor's feature and its potential impact on our users.

  • Regarding user feedback, have we seen an increase in negative reviews or support tickets related to app performance in the last month?

Why it matters: Direct user feedback can provide qualitative insights into the issue. Expected answer: Yes, there's been a 15% increase in complaints about app crashes. Impact on approach: We'd prioritize investigating potential stability issues.

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