Why has the average time spent on Housing.com's home loan calculator feature declined from 5 minutes to 2 minutes over the past quarter?

Introduction

The decline in average time spent on Housing.com's home loan calculator from 5 minutes to 2 minutes over the past quarter is a significant shift that warrants thorough investigation. This analysis will systematically explore potential root causes, generate data-driven hypotheses, and propose actionable solutions to address this change in user behavior.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this decline coincided with any particular season or holiday period?

Why it matters: Seasonal trends could explain temporary changes in user behavior. Expected answer: No significant seasonal correlation observed. Impact on approach: If seasonal, we'd focus on cyclical patterns; if not, we'll explore other factors.

• Considering user segments, I'm curious about the distribution of this decline. Is the 2-minute average consistent across all user types, or are certain segments driving this change?

Why it matters: Identifying affected segments helps pinpoint specific user needs or issues. Expected answer: The decline is more pronounced among first-time homebuyers. Impact on approach: We'd focus on understanding and addressing the needs of first-time buyers.

• Thinking about recent updates, have there been any significant changes to the calculator's UI or functionality in the past quarter?

Why it matters: Product changes could directly impact user interaction time. Expected answer: A streamlined UI was implemented two months ago. Impact on approach: We'd analyze the impact of these changes on user behavior and engagement.

• Considering data integrity, has there been any change in how we measure or define "time spent" on the calculator?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement methodology. Impact on approach: Confirms the decline is real, not a result of measurement changes.