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Product Management Root Cause Analysis Question: Investigating Roblox mobile session duration decline in Asia Pacific region
Image of author vinay

Vinay

Updated Nov 28, 2024

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Why has the average session duration for Roblox mobile users in the Asia Pacific region declined by 20% this month?

Data Analysis Problem Solving Strategic Thinking Gaming Mobile Apps Social Platforms
User Engagement Data Analysis Mobile Gaming Root Cause Analysis APAC Market

Introduction

The recent 20% decline in average session duration for Roblox mobile users in the Asia Pacific region is a significant issue that requires immediate attention. This metric is crucial for Roblox's success, as longer session durations typically correlate with higher user engagement, retention, and monetization potential. To address this problem, 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.

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 product change. Has Roblox rolled out any updates or new features in the APAC region in the past month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a major UI overhaul. Impact on approach: If true, we'd focus on analyzing the new UI's impact on user engagement.

  • Considering user segments, I'm curious about the age distribution. Has there been any shift in the user demographics in APAC recently?

Why it matters: Different age groups may interact with the platform differently. Expected answer: No significant demographic shifts. Impact on approach: If unchanged, we'd look at other factors affecting existing user base.

  • Thinking about external factors, have there been any major school exam periods or holidays in key APAC markets this month?

Why it matters: Academic schedules can significantly impact gaming habits. Expected answer: Yes, it's exam season in several countries. Impact on approach: If confirmed, we'd need to factor in seasonal patterns and potentially adjust our benchmarks.

  • Regarding technical performance, have there been any reported issues with server stability or app performance in the APAC region?

Why it matters: Technical issues can directly affect session duration. Expected answer: Some intermittent server issues were reported. Impact on approach: If true, we'd prioritize technical root causes in our analysis.

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