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Product Management Root Cause Analysis Question: Investigating sudden drop in healthcare appointment bookings
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Nextsprints

Updated Jan 22, 2025

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What caused the sudden 35% decrease in appointment bookings through Get Well's digital scheduling platform last week?

Data Analysis Problem-Solving Strategic Thinking Healthcare SaaS Digital Health
User Experience Data Analysis Root Cause Analysis Technical Troubleshooting Healthcare Tech

Introduction

The sudden 35% decrease in appointment bookings through Get Well's digital scheduling platform last week is a critical issue that demands immediate attention. As we dive into this analysis, we'll systematically identify potential causes, validate hypotheses, and develop a comprehensive plan to address the root cause while considering both short-term fixes and long-term strategic implications.

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 this could be a recent change. Has there been any significant update to the platform in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, a minor UI update was rolled out. Impact on approach: If confirmed, we'd focus on the UI changes and user experience.

  • Considering user segments, I'm curious about the distribution. Are we seeing this decrease across all user types or is it concentrated in specific groups?

Why it matters: Helps narrow down if it's a universal issue or segment-specific. Expected answer: The decrease is more pronounced in older users. Impact on approach: We'd investigate accessibility and usability for older demographics.

  • Given the magnitude of the drop, I'm wondering about system stability. Have there been any reported outages or significant performance issues recently?

Why it matters: Technical issues can dramatically impact user behavior. Expected answer: No major outages, but some intermittent slowdowns were reported. Impact on approach: We'd prioritize performance analysis and server logs.

  • Thinking about external factors, has there been any change in marketing campaigns or referral sources in the past month?

Why it matters: Changes in user acquisition can affect booking patterns. Expected answer: A major referral partner paused their campaign last week. Impact on approach: We'd analyze the impact of different acquisition channels on booking rates.

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