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Product Management Root Cause Analysis Question: Investigating Sims 4 in-game currency purchase decline
Image of author vinay

Vinay

Updated Dec 4, 2024

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Why has in-game currency purchase conversion rate decreased by 15% for Electronic Arts' The Sims 4 this month compared to last?

Data Analysis Problem Solving User Experience Design Gaming Entertainment Software
User Experience Data Analysis Monetization Root Cause Analysis Gaming Industry

Introduction

The recent 15% decrease in in-game currency purchase conversion rate for Electronic Arts' The Sims 4 is a concerning trend that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the product.

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 seasonal component. Has this decrease coincided with any particular time of year or event?

Why it matters: Seasonal trends can significantly impact user behavior and spending patterns. Expected answer: No significant seasonal correlation identified. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors.

  • Considering user segments, I'm curious about the distribution of this decrease. Is the 15% drop uniform across all user types, or are certain segments more affected?

Why it matters: Identifying specific affected segments can help narrow down potential causes. Expected answer: The decrease is more pronounced in casual players compared to hardcore gamers. Impact on approach: We'd tailor our investigation and solutions to the most affected user segments.

  • Thinking about recent changes, have there been any significant updates to the game or in-game purchase system in the past month?

Why it matters: Recent changes often correlate with shifts in user behavior and metrics. Expected answer: A minor UI update was implemented for the in-game store. Impact on approach: We'd closely examine the impact of this UI change on user experience and purchase flow.

  • Regarding competitive landscape, has there been any notable shift in the market or actions from competitors that might influence player behavior?

Why it matters: External market forces can significantly impact user engagement and spending. Expected answer: No major competitive changes noted. Impact on approach: We'd focus more on internal factors if the competitive landscape remains stable.

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