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Product Management Root Cause Analysis Question: Investigating healthcare provider network satisfaction decline
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Nextsprints

Updated Jan 22, 2025

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Asked at HCSC

15 mins

Why has HCSC's provider network satisfaction score dropped from 4.2 to 3.7 out of 5 for its PPO plans in Texas over the past 6 months?

Data Analysis Problem Solving Strategic Thinking Healthcare Insurance Customer Experience
Data Analysis Root Cause Analysis Customer Satisfaction Healthcare Provider Networks

Introduction

The recent drop in HCSC's provider network satisfaction score for PPO plans in Texas is a critical issue that demands immediate attention. This decline from 4.2 to 3.7 out of 5 over the past six months could significantly impact customer retention, acquisition, and overall business performance. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

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 recent changes to the provider network. Have there been any significant additions or removals of providers in the past 6-8 months?

Why it matters: Network changes could directly impact satisfaction scores. Expected answer: Yes, there have been some network changes. Impact on approach: If confirmed, we'd focus on analyzing the impact of these changes.

  • Considering the specificity of the drop, I'm wondering about the survey methodology. Has there been any change in how the satisfaction score is calculated or collected in the past year?

Why it matters: Methodological changes could explain the precise drop. Expected answer: No changes in methodology. Impact on approach: If unchanged, we'd focus on actual satisfaction issues rather than measurement discrepancies.

  • Given the regional focus, I'm curious about local factors. Have there been any notable healthcare policy changes or economic shifts specific to Texas in this period?

Why it matters: Local factors could explain the regional nature of the issue. Expected answer: Some policy changes, but nothing major. Impact on approach: If confirmed, we'd investigate how these changes might have affected provider relationships.

  • Thinking about user segments, I'm wondering if the drop is consistent across all demographics. Do we have data on how satisfaction scores vary by age, gender, or type of healthcare needs?

Why it matters: Identifying affected segments could pinpoint specific issues. Expected answer: Some variation, with older users showing a larger drop. Impact on approach: We'd focus on understanding the needs of the most affected segments.

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