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Product Management Root Cause Analysis Question: Investigating declining airport ride experiences

The rider experience with Airport rides is going down. What would you do?

Problem Solving Data Analysis Strategic Thinking Ride-sharing Transportation Travel
User Experience Product Improvement Data Analysis Root Cause Analysis Transportation

Introduction

The declining rider experience with Airport rides is a critical issue that demands immediate attention. As we analyze this problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Our analysis will follow a structured framework, covering issue identification, hypothesis generation, validation, and solution development. This approach ensures we thoroughly examine all aspects of the problem and develop a comprehensive plan to improve the Airport ride experience.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

To gain a deeper understanding of the situation, I'd like to ask the following questions:

  • What specific metrics are we using to measure rider experience, and how have they changed over time?

  • Are there particular segments of riders (e.g., business travelers, tourists) more affected than others?

  • Have we observed any seasonal patterns or recent events that might be influencing the experience?

  • Have there been any recent changes to our Airport ride service or related systems?

  • Are we seeing similar trends across all airports or are some locations more affected than others?

For example, let's consider the first question about specific metrics:

Why this matters: Understanding the exact metrics helps us pinpoint where the experience is failing and allows for more targeted solutions.

Hypothetical answer: Let's say we're seeing a 20% increase in rider complaints and a 15% decrease in 5-star ratings over the past quarter.

Impact on approach: This would lead us to focus on areas commonly mentioned in complaints and investigate factors that might be affecting ride quality or customer satisfaction.

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