Why has Highmark's preventive care utilization rate among members aged 50-65 dropped significantly compared to the same period last year?

Introduction

Highmark's significant drop in preventive care utilization among members aged 50-65 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 our preventive care program.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into our product, user journey, and metrics. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the age range, I'm wondering about demographic shifts. Has there been any significant change in the 50-65 age group membership composition?

Why it matters: Changes in member demographics could explain utilization shifts. Expected answer: No major demographic changes. Impact on approach: If confirmed, we'll focus on engagement rather than population shifts.

• Considering potential system issues, have there been any recent changes to how we track or report preventive care utilization?

Why it matters: Data integrity is crucial for accurate analysis. Expected answer: No recent changes to tracking or reporting. Impact on approach: If confirmed, we can trust the data and focus on actual utilization factors.

• Thinking about external factors, have there been any changes in coverage or cost for preventive care services?

Why it matters: Cost barriers could significantly impact utilization. Expected answer: No changes in coverage or cost. Impact on approach: If confirmed, we'll focus on non-financial barriers to care.

• Reflecting on communication strategies, have there been any changes in how we promote preventive care to this age group?

Why it matters: Changes in outreach could affect member awareness and engagement. Expected answer: No significant changes in communication strategies. Impact on approach: If confirmed, we'll need to investigate other factors affecting member engagement.