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Product Management Root Cause Analysis Question: Investigating increased patient length of stay in hospital capacity management system
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Nextsprints

Updated Jan 22, 2025

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What factors are contributing to the increased average length of stay for patients managed through TeleTracking's Capacity Management Suite in the last quarter?

Data Analysis Problem Solving Healthcare Domain Knowledge Healthcare Hospital Management Health Tech
Data Analysis Root Cause Analysis Healthcare Tech Process Optimization Patient Flow

Introduction

The increased average length of stay for patients managed through TeleTracking's Capacity Management Suite in the last quarter is a critical issue that demands immediate attention. This metric directly impacts hospital efficiency, patient care quality, and overall healthcare system performance. To address this complex problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

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 be seasonal factors at play. Has this increase coincided with any particular season or event?

Why it matters: Seasonal patterns could explain temporary fluctuations and inform our approach. Expected answer: Possibly flu season or holiday-related staffing changes. Impact on approach: If seasonal, we'd focus on cyclical capacity planning strategies.

  • Considering system changes, I'm wondering if there have been any recent updates to the Capacity Management Suite. Have any new features or workflows been implemented in the last quarter?

Why it matters: Recent changes could directly impact how the system manages patient flow. Expected answer: A new discharge planning module was added. Impact on approach: We'd scrutinize the new module's impact on length of stay calculations.

  • Thinking about user adoption, I'm curious about any changes in how staff are interacting with the system. Has there been any shift in usage patterns or user roles accessing the suite?

Why it matters: Changes in user behavior could affect the accuracy of data input and system effectiveness. Expected answer: More junior staff are now using the system due to recent hiring. Impact on approach: We'd focus on training and user interface improvements.

  • Considering external factors, I'm wondering if there have been any significant changes in patient demographics or case mix. Has the hospital seen a shift in the types of patients or conditions being treated?

Why it matters: Changes in patient population could naturally lead to longer stays. Expected answer: An increase in complex, elderly patients due to a new geriatric wing. Impact on approach: We'd need to adjust our analysis to account for this demographic shift.

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