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Product Management Root Cause Analysis Question: Microsoft Teams weekly active users decline graph

Teams’ weekly active users decreased by 10%. What steps would you take to address this?

Data Analysis Problem Solving Strategic Thinking SaaS Enterprise Software Collaboration Platforms
User Engagement Data Analysis Collaboration Tools Product Metrics Root Cause Analysis

Introduction

The sudden 10% decrease in Teams' weekly active users is a critical issue that demands immediate attention and a thorough analysis. As we delve into this problem, we'll employ a systematic approach to identify the root cause, validate our hypotheses, and develop both short-term and long-term solutions.

Framework overview

Our analysis will follow a structured approach, covering issue identification, hypothesis generation, validation, and solution development, ensuring we address all aspects of this complex problem.

Step 1

Clarifying Questions (3 minutes)

To gain a comprehensive understanding of the situation, I'd like to ask the following questions:

  • What's the typical fluctuation range for weekly active users?

  • Are there specific user segments or geographic regions more affected?

  • When did we first notice this decline, and has it been consistent since then?

  • Have there been any recent product updates or changes to the user experience?

  • Are there any known technical issues or outages that coincided with the decline?

  • Has there been any change in how we measure or define weekly active users?

Why this matters: Understanding the context and specifics of the decline will help us narrow down potential causes and focus our investigation.

Hypothetical answer: Let's assume the decline started two weeks ago, affecting all user segments equally, with no recent major product updates or changes in measurement.

Impact on approach: This information suggests we should look at global factors and recent minor changes that might have had an unexpected impact.

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