Why has Paycor's Time & Attendance module seen a 15% drop in daily active users over the past month?

Introduction

The recent 15% drop in daily active users for Paycor's Time & Attendance module is a concerning trend that requires immediate attention and a thorough root cause analysis. As we delve into this issue, we'll systematically examine potential factors, generate data-driven hypotheses, and develop a comprehensive plan to address the underlying causes and reverse this decline.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this 15% drop been compared to the same period last year?

Why it matters: Seasonal fluctuations could explain the change without indicating a deeper problem. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If seasonal, we'd focus on optimizing for cyclical usage patterns.

• Considering user segments, I'm curious about the distribution of the decline. Is the 15% drop uniform across all user types, or are certain segments more affected?

Why it matters: Identifying specific affected segments could point to targeted issues. Expected answer: The decline is more pronounced among small business users. Impact on approach: We'd prioritize investigating features or changes that disproportionately affect small businesses.

• Thinking about recent changes, have there been any significant updates to the Time & Attendance module in the past 1-2 months?

Why it matters: Recent changes could directly correlate with the usage decline. Expected answer: A minor UI update was rolled out 6 weeks ago. Impact on approach: We'd scrutinize the impact of this UI change on user behavior and engagement.

• Considering potential technical issues, have there been any reported increases in error rates or system downtime?

Why it matters: Technical problems could be driving users away from the platform. Expected answer: No significant increase in reported errors or downtime. Impact on approach: If technical issues are present, we'd prioritize resolving these before addressing other factors.