How can we explain the sudden 30% increase in claim processing time for HDFC Life's Cancer Care policy in the last month?

Introduction

The sudden 30% increase in claim processing time for HDFC Life's Cancer Care policy 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 its users.

Step 1

Clarifying Questions (3 minutes)

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

Why it matters: System changes often lead to unexpected performance issues. Expected answer: Yes, a new claims management system was implemented. Impact on approach: If confirmed, we'd focus on system-related hypotheses.

• Considering user segments, I'm curious about claim volume. Has there been an unusual spike in cancer care claims recently?

Why it matters: Increased volume could strain processing capacity. Expected answer: Claim volume has remained relatively stable. Impact on approach: If stable, we'd look more at internal process changes.

• Thinking about performance metrics, I wonder about the definition of "processing time." Has the way we measure this metric changed in any way?

Why it matters: Changes in measurement can create false impressions of performance shifts. Expected answer: No changes in the metric definition. Impact on approach: If unchanged, we'd focus on actual processing issues rather than measurement anomalies.

• Considering external factors, have there been any recent regulatory changes affecting cancer care policies or claim processing?

Why it matters: Regulatory changes can significantly impact processing requirements and timelines. Expected answer: No major regulatory changes in the past quarter. Impact on approach: If no changes, we'd prioritize internal factors in our analysis.