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Product Management Root Cause Analysis Question: Investigating sudden decrease in healthcare app feature usage
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Nextsprints

Updated Jan 22, 2025

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How can we explain the sudden 30% decrease in usage of DrFirst's secure messaging feature in iPrescribe over the past two weeks?

Data Analysis Problem-Solving Strategic Thinking Healthcare Health Tech SaaS
User Engagement Data Analysis Root Cause Analysis Feature Adoption Healthcare Tech

Introduction

The sudden 30% decrease in usage of DrFirst's secure messaging feature in iPrescribe over the past two weeks is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and its users.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into the product ecosystem, metric breakdown, and data analysis. From there, I'll form and validate hypotheses, conduct a root cause analysis, and propose a comprehensive resolution plan.

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 have been a recent update. Has there been any software release or feature change in the past month?

Why it matters: Recent changes often correlate with usage fluctuations. Expected answer: Yes, a minor update was released three weeks ago. Impact on approach: If confirmed, I'd focus on changes in that update.

  • Considering user segments, I'm curious about the distribution. Is this decrease uniform across all user types, or is it more pronounced in specific groups?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decrease is more significant among occasional users. Impact on approach: I'd investigate factors affecting occasional users' engagement.

  • Regarding system health, have there been any reported technical issues or downtime in the past two weeks?

Why it matters: Technical problems can directly impact usage metrics. Expected answer: No major issues reported, but there were some intermittent slowdowns. Impact on approach: I'd examine the correlation between slowdowns and usage drops.

  • Thinking about external factors, has there been any change in regulatory requirements or industry standards for secure messaging in healthcare?

Why it matters: Regulatory changes can significantly impact product usage. Expected answer: No recent regulatory changes affecting secure messaging. Impact on approach: I'd focus more on internal factors and user behavior.

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