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Product Management Root Cause Analysis Question: Investigating sudden decrease in employee clock-ins for time and attendance system
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Nextsprints

Updated Jan 22, 2025

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Asked at Harri

15 mins

What caused the sudden 50% decrease in employee clock-ins using Harri's time and attendance module last week?

Problem-Solving Data Analysis Technical Troubleshooting HR Tech Hospitality Retail
Data Analysis Root Cause Analysis User Behavior Workforce Management System Diagnostics

Introduction

The sudden 50% decrease in employee clock-ins using Harri's time and attendance module last week is a critical issue that demands immediate attention. This significant drop in usage could have far-reaching implications for workforce management, payroll accuracy, and overall operational efficiency. To address this problem, I'll employ a systematic approach to identify, validate, and resolve 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 have been a recent system update. Has there been any software deployment or changes to the time and attendance module in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was a minor update. Impact on approach: If yes, we'd focus on technical issues; if no, we'd look more at user behavior or external factors.

  • Considering the scale of the decrease, I'm wondering about the distribution across different employee groups. Is this 50% decrease uniform across all departments or locations, or is it concentrated in specific areas?

Why it matters: Helps identify if the issue is systemic or localized. Expected answer: The decrease is more pronounced in certain departments. Impact on approach: Uniform decrease suggests a system-wide issue, while localized problems point to department-specific factors.

  • Given the nature of time and attendance systems, I'm curious about any changes in work schedules. Have there been any significant shifts in employee working patterns or company policies regarding time tracking in the past month?

Why it matters: Policy changes can dramatically affect clock-in behavior. Expected answer: No major policy changes have been implemented. Impact on approach: If yes, we'd focus on communication and change management; if no, we'd look more at technical or usability issues.

  • Considering potential technical issues, I'm wondering about system accessibility. Have there been any reported issues with employees being unable to access the time and attendance module or experiencing errors during clock-in attempts?

Why it matters: Technical barriers could explain the sudden drop in usage. Expected answer: Some error reports have been received, but not at a volume matching the 50% decrease. Impact on approach: High error rates would prioritize technical troubleshooting, while low rates would shift focus to user behavior or awareness issues.

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