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Product Management Root Cause Analysis Question: Investigating PharmEasy's prescription refill service decline
Image of author vinay

Vinay

Updated Jan 5, 2025

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Why has PharmEasy's prescription refill service seen a 30% drop in repeat orders over the past month?

Problem Solving Data Analysis User Experience Healthcare E-commerce Technology
Data Analysis User Retention Root Cause Analysis Healthcare Tech UI/UX

Introduction

PharmEasy's prescription refill service has experienced a significant 30% drop in repeat orders over the past month, indicating a critical issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve 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 there might be a seasonal factor. Has this 30% drop been compared to the same period last year?

Why it matters: Seasonal trends could explain the drop and influence our solution approach. Expected answer: No significant seasonal variation observed in previous years. Impact on approach: If seasonal, we'd focus on anticipating and mitigating annual fluctuations.

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

Why it matters: Identifying affected segments helps pinpoint potential causes and tailor solutions. Expected answer: The drop is more pronounced among users aged 50+. Impact on approach: We'd investigate factors specifically affecting older users, such as UI changes or new competitors targeting this demographic.

  • Regarding recent changes, have there been any updates to the refill process or app interface in the last 1-2 months?

Why it matters: Recent changes could directly impact user behavior and repeat orders. Expected answer: A minor UI update was implemented 6 weeks ago. Impact on approach: We'd scrutinize the UI changes and their potential impact on user experience, especially for older users.

  • Thinking about external factors, has there been any significant change in medication pricing or insurance coverage policies recently?

Why it matters: External economic factors could influence prescription refill behavior. Expected answer: No major changes in pricing or insurance policies. Impact on approach: If pricing isn't a factor, we'd focus more on internal product and user experience issues.

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