How can we explain the 25% decline in successful debt settlements for Collectors's negotiation team compared to the same period last year?

Introduction

The 25% decline in successful debt settlements for the Collector's negotiation team compared to the same period last year is a significant issue that requires thorough investigation. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the debt collection process.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has there been any change in the typical seasonal patterns for debt settlements?

Why it matters: Seasonal trends could explain the decline and help us determine if this is a cyclical issue. Expected answer: No significant changes in seasonal patterns. Impact on approach: If seasonal patterns have changed, we'd need to adjust our benchmarks and expectations.

• Considering the metric itself, I'm wondering if there have been any changes to how "successful debt settlements" are defined or measured. Can you confirm if the definition or measurement process has remained consistent?

Why it matters: Changes in metric definition could artificially create a decline. Expected answer: No changes in definition or measurement. Impact on approach: If there were changes, we'd need to recalculate historical data for accurate comparison.

• Thinking about recent changes, have there been any significant updates to the negotiation tools or processes used by the team in the past year?

Why it matters: New tools or processes could impact settlement success rates. Expected answer: Some minor updates, but nothing major. Impact on approach: If major changes occurred, we'd focus on adoption and effectiveness of these new tools or processes.

• Considering external factors, has there been any notable shift in the types of debts or debtors the team is dealing with compared to last year?

Why it matters: Changes in debt profiles could affect settlement success rates. Expected answer: Some variation, but no dramatic shifts. Impact on approach: If there are significant changes, we'd need to analyze how different debt types impact settlement success.