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Company focus

Selina

Why has Selina's CoLive program seen a 15% drop in occupancy rates over the past quarter?

Prepared by NextSprints

12 mins
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Data Analysis Problem Solving Strategic Thinking Hospitality Real Estate Travel Data Analysis Customer Retention Root Cause Analysis Occupancy Optimization Co-Living
Product Management Root Cause Analysis Question: Investigating decline in Selina's CoLive program occupancy rates

Introduction

Selina's CoLive program has experienced a concerning 15% drop in occupancy rates over the past quarter. This decline in a key performance metric requires a thorough investigation to identify the root cause and develop effective solutions. I'll approach this analysis systematically, examining both internal and external factors that could be contributing to the occupancy rate decrease.

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 seasonal factors at play. Has this 15% drop been compared to the same quarter last year?

Why it matters: Seasonal fluctuations could explain the change without indicating a deeper problem. Expected answer: Yes, it's been compared and is still significant. Impact on approach: If seasonal, we'd focus on optimizing for low seasons; if not, we'd look deeper into recent changes.

  • Considering user segments, I'm curious if this drop is uniform across all user types. Are we seeing any particular demographic or user group more affected than others?

Why it matters: Identifying specific affected groups could point to targeted issues or changes in market dynamics. Expected answer: The drop is more pronounced among young professionals. Impact on approach: We'd investigate factors specifically affecting this demographic, such as economic changes or competing offerings.

  • Thinking about recent changes, have there been any significant updates to the CoLive program or Selina's overall offering in the past 3-6 months?

Why it matters: Recent changes could directly impact user behavior and satisfaction. Expected answer: A new pricing structure was implemented 4 months ago. Impact on approach: We'd analyze the pricing change's impact on different user segments and overall value perception.

  • Considering external factors, has there been any notable shift in the competitive landscape or market conditions for co-living spaces?

Why it matters: External market forces could be driving the occupancy decline. Expected answer: A new competitor entered key markets 2 months ago. Impact on approach: We'd assess our competitive positioning and potentially adjust our value proposition.

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Updated Jan 22, 2025