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Product Management Root Cause Analysis Question: Investigating sudden drop in vacation rental ratings on Booking.com in Spain

Why has the average customer review score for vacation rentals in Spain on Booking.com declined from 4.5 to 3.8 stars in the last month?

Data Analysis Problem-Solving Strategic Thinking Travel Hospitality E-commerce
User Experience Data Analysis Travel Industry Root Cause Analysis Customer Satisfaction

Introduction

The recent decline in average customer review scores for vacation rentals in Spain on Booking.com from 4.5 to 3.8 stars in the last month is a concerning trend that requires immediate attention. This significant drop in ratings could have far-reaching implications for our platform's reputation, user trust, and ultimately, our business performance in the Spanish market. To address this issue, I'll employ a systematic approach to identify, validate, and 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 there might be a seasonal factor at play. Has there been a significant change in the types of travelers or booking patterns compared to previous months?

Why it matters: Seasonal changes could explain shifts in expectations and experiences. Expected answer: There's been an increase in budget travelers due to post-holiday promotions. Impact on approach: If confirmed, we'd focus on aligning expectations for budget accommodations.

  • Considering the scale of the drop, I'm wondering about recent platform changes. Have there been any updates to the review system or property listing requirements in the past month?

Why it matters: Platform changes could inadvertently affect user experience or review submission. Expected answer: A new review prompt was implemented to encourage more detailed feedback. Impact on approach: We'd investigate the impact of the new prompt on review sentiment.

  • Given the specificity to Spain, I'm curious about local events or regulations. Have there been any significant changes in Spanish tourism laws or major events affecting the hospitality industry?

Why it matters: Local factors could be driving the trend specifically in Spain. Expected answer: New short-term rental regulations were introduced in several Spanish cities. Impact on approach: We'd examine how these regulations might be affecting property quality or availability.

  • Thinking about data integrity, I want to confirm the reliability of our metrics. Has there been any change in how we calculate or display average review scores?

Why it matters: Ensures we're addressing a real issue, not a data anomaly. Expected answer: No changes to the calculation method, but there was a backend update. Impact on approach: We'd investigate if the backend update affected data collection or processing.

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