How can we explain the sudden 30% decrease in job applicants coming through ELMO Software's Recruitment module in the last two weeks?

Introduction

The sudden 30% decrease in job applicants through ELMO Software's Recruitment module over the past two weeks is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and business.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that not only addresses the immediate concern but also strengthens our recruitment module for future success.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the system. Has there been any update to the Recruitment module in the last month?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: Yes, a minor UI update was implemented. Impact on approach: If true, we'd focus on the update's impact on user experience.

• Considering user segments, I wonder if this decrease is uniform across all job categories. Are we seeing this 30% drop consistently across different job types or levels?

Why it matters: Helps identify if the issue is global or specific to certain segments. Expected answer: The decrease varies across job categories. Impact on approach: If true, we'd investigate factors specific to the most affected categories.

• Given the suddenness, I'm curious about any changes in the competitive landscape. Have any major competitors launched new features or pricing models recently?

Why it matters: External factors can significantly impact user behavior. Expected answer: No significant competitor changes noted. Impact on approach: If false, we'd need to analyze our market positioning and value proposition.

• Thinking about data integrity, I'm wondering if there have been any changes to our tracking or reporting systems. Can we confirm that the way we measure "job applicants" hasn't changed in the last month?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes to measurement methods. Impact on approach: If false, we'd need to recalibrate our analysis based on the new measurement system.