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Product Management Root Cause Analysis Question: Investigating user drop in healthcare analytics platform
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Nextsprints

Updated Jan 22, 2025

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Why has Arcadia io's population health management platform seen a 15% drop in daily active users over the past month?

Data Analysis Problem Solving Strategic Thinking Healthcare IT Population Health Management SaaS
Product Strategy User Retention Data Analytics Root Cause Analysis Healthcare Tech

Introduction

The recent 15% drop in daily active users (DAU) for Arcadia io's population health management platform is a significant concern that requires immediate attention and a thorough root cause analysis. As we delve into this issue, we'll systematically examine potential factors, generate data-driven hypotheses, and develop a comprehensive plan to address the underlying causes and restore 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 timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular healthcare industry events or cycles?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal events noted. Impact on approach: If seasonal, we'd focus on cyclical engagement strategies.

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

Why it matters: Identifies whether the issue is global or segment-specific. Expected answer: The drop is more pronounced in certain user segments. Impact on approach: Segment-specific analysis and targeted solutions.

  • Regarding recent changes, have there been any significant updates to the platform's features or user interface in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior. Expected answer: A minor update was released three weeks ago. Impact on approach: Focus on the impact of recent changes and potential rollback strategies.

  • Thinking about external factors, has there been any shift in healthcare policies or regulations that might affect how healthcare providers use population health management tools?

Why it matters: External factors could influence platform usage independently of product issues. Expected answer: No major policy changes noted. Impact on approach: Shift focus to internal factors if external influences are minimal.

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