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Product Management Root Cause Analysis Question: Investigating Candy Crush Saga's declining session duration
Image of author vinay

Vinay

Updated Nov 30, 2024

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Why has the average session duration for Activision Blizzard's Candy Crush Saga declined by 20% since the latest update?

Data Analysis Problem Solving Product Strategy Mobile Gaming Free-to-Play Entertainment
Product Strategy User Engagement Mobile Gaming Metrics Analysis Root Cause Analysis

Introduction

The recent 20% decline in average session duration for Candy Crush Saga following its latest update is a critical issue that demands immediate attention. This metric is a key indicator of user engagement and directly impacts revenue generation. I'll approach this problem systematically, focusing on identifying the root cause, 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 update timing, I'm thinking there might be a correlation. When exactly was the latest update released?

Why it matters: Helps establish a clear timeline for the issue. Expected answer: Within the last 1-2 months. Impact on approach: If recent, focus on update-related factors; if not, consider broader issues.

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

Why it matters: Identifies whether the issue is universal or segment-specific. Expected answer: Varied impact across segments. Impact on approach: Tailor solutions to most affected segments if non-uniform.

  • Thinking about the game mechanics, I wonder if any specific features were modified. Were there significant changes to core gameplay elements in this update?

Why it matters: Pinpoints potential causes within the game itself. Expected answer: Yes, some gameplay elements were adjusted. Impact on approach: Focus on analyzing the impact of specific feature changes.

  • Considering external factors, I'm interested in competitive landscape changes. Have there been any major releases or updates from competitors during this period?

Why it matters: Assesses potential external influences on user behavior. Expected answer: Some competitor activity, but nothing extraordinary. Impact on approach: Evaluate competitive pressure as a contributing factor.

  • Thinking about technical aspects, I'm curious about performance metrics. Have there been any notable changes in app performance or load times since the update?

Why it matters: Identifies potential technical issues affecting user experience. Expected answer: Some performance fluctuations observed. Impact on approach: Investigate technical optimizations if performance issues are confirmed.

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