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Product Management Root Cause Analysis Question: Investigating decreased session length for Oculus TV streaming platform
Image of author vinay

Vinay

Updated Dec 4, 2024

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Why has the average session length for Oculus TV decreased from 45 minutes to 30 minutes in the last two weeks?

Data Analysis Problem Solving User Experience Virtual Reality Streaming Media Entertainment Technology
User Engagement Product Analytics Root Cause Analysis Oculus VR Streaming

Introduction

The recent decrease in average session length for Oculus TV from 45 minutes to 30 minutes over the past two weeks is a concerning trend that requires immediate attention. This 33% drop in engagement could significantly impact user satisfaction, content partnerships, and overall platform performance. I'll approach this issue systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term strategies to address the problem.

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 update. Has there been any software or content changes to Oculus TV in the last month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a minor UI update two weeks ago. Impact on approach: If confirmed, we'd prioritize investigating the UI change's impact on user engagement.

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

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decrease is more significant among users aged 18-24. Impact on approach: We'd focus on understanding the preferences and behaviors of younger users.

  • Given the nature of content consumption, I'm wondering about content availability. Have there been any changes in the content library or partnerships in the last month?

Why it matters: Content is a key driver of engagement for streaming platforms. Expected answer: No major changes, but a popular series concluded two weeks ago. Impact on approach: We'd investigate the impact of content cycles on overall engagement.

  • Thinking about technical performance, have there been any reported issues with streaming quality or app stability recently?

Why it matters: Technical issues can significantly impact user experience and session length. Expected answer: There have been some reports of buffering issues in certain regions. Impact on approach: We'd prioritize technical performance analysis in affected regions.

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