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Product Management Root Cause Analysis Question: Investigating PowerSchool's Unified Classroom user engagement decline
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Nextsprints

Updated Jan 22, 2025

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Why has PowerSchool's Unified Classroom platform seen a 15% drop in daily active users over the past month?

Data Analysis Problem Solving Strategic Thinking Education Technology SaaS Enterprise Software
User Engagement Data Analysis Product Metrics Root Cause Analysis EdTech

Introduction

PowerSchool's Unified Classroom platform has experienced a 15% drop in daily active users over the past month, raising concerns about user engagement and product performance. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications for the platform.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Considering the timing, I'm wondering if there have been any recent updates to the platform. Have there been any significant feature changes or UI/UX modifications in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a major update to the gradebook feature. Impact on approach: If confirmed, we'd focus on the gradebook functionality and user feedback.

  • Looking at the user base, I'm curious about the breakdown of the decline. Is the 15% drop uniform across all user types (teachers, administrators, students), or is it more pronounced in specific segments?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more significant among teachers. Impact on approach: We'd prioritize investigating teacher-specific features and workflows.

  • Considering external factors, I'm thinking about the academic calendar. Does this 15% drop coincide with any typical school events or breaks?

Why it matters: Seasonal patterns could explain temporary usage fluctuations. Expected answer: No significant academic events during this period. Impact on approach: If confirmed, we'd focus more on internal factors rather than external events.

  • Regarding system performance, have there been any reported issues with server uptime, load times, or sync problems in the past month?

Why it matters: Technical issues could directly impact daily active usage. Expected answer: Some sync issues were reported but quickly resolved. Impact on approach: We'd investigate the extent and impact of these sync issues on user engagement.

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