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Product Management Root Cause Analysis Question: Investigating Facebook Feed engagement decline for young users
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why has Facebook Feed engagement dropped by 35% for users in the 18-24 age group?

Data Analysis Problem-Solving Strategic Thinking Social Media Digital Advertising Content Platforms
Social Media Product Strategy User Engagement Data Analytics Root Cause Analysis

Introduction

The sudden 35% drop in Facebook Feed engagement for users aged 18-24 is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, validate hypotheses, and propose targeted solutions to address this significant decline in user engagement.

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 age group, I'm wondering about content relevance. Has there been a shift in the type of content appearing in the Feed for this demographic?

Why it matters: Content relevance directly impacts engagement. Expected answer: Some changes in content algorithms or user behavior. Impact on approach: Would focus on content strategy and personalization.

  • Considering the magnitude of the drop, I'm curious about timing. Did this 35% decrease happen suddenly or gradually over time?

Why it matters: Helps distinguish between acute issues and long-term trends. Expected answer: A relatively sudden drop within the last month. Impact on approach: Would prioritize recent changes or events in the analysis.

  • Thinking about user behavior, I'm interested in platform usage. Has there been a change in how often this age group accesses Facebook compared to other platforms?

Why it matters: Could indicate shifts in social media preferences. Expected answer: Possible decrease in Facebook usage frequency. Impact on approach: Would consider cross-platform competition and feature parity.

  • Considering technical aspects, I'm wondering about performance. Have there been any recent updates or issues affecting app speed or reliability for this user segment?

Why it matters: Technical problems can significantly impact user engagement. Expected answer: No major known technical issues. Impact on approach: Would still investigate potential hidden technical factors.

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