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Product Management Root Cause Analysis Question: Investigating sudden drop in Doctolib's new patient registrations

Why has the number of new patient registrations dropped by 30% in the last month for Doctolib's online booking platform?

Data Analysis Problem Solving Strategic Thinking Healthcare SaaS Digital Health
Data Analysis Product Metrics User Acquisition Root Cause Analysis Healthcare Tech

Introduction

The sudden 30% drop in new patient registrations for Doctolib's online booking platform is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the decline in user acquisition.

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 factor. Has this drop coincided with any particular time of year or event?

Why it matters: Seasonal patterns could explain the fluctuation and inform our solution approach. Expected answer: No significant seasonal correlation identified. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd investigate other factors more deeply.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 30% decrease uniform across all user types or concentrated in specific groups?

Why it matters: Identifying affected segments helps pinpoint targeted solutions. Expected answer: The drop is more pronounced among younger users. Impact on approach: We'd tailor our investigation and solutions to the most affected user segments.

  • Thinking about recent changes, have there been any significant updates to the platform or marketing strategies in the past month?

Why it matters: Recent changes could directly impact user behavior and registration rates. Expected answer: A new UI was implemented for the registration process. Impact on approach: We'd focus on analyzing the impact of the UI change on user experience and conversion.

  • Regarding competitive landscape, has there been any notable shift in the market or competitor actions recently?

Why it matters: External market forces could be drawing potential users away. Expected answer: A new competitor launched with aggressive promotions. Impact on approach: We'd need to assess our value proposition and potentially adjust our market positioning.

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