Huiyin Ouyang
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    • Example Talk
    • Admission Control under Imperfect Patient Information
    • Dynamic Resource Allocation in Urban Search and Rescue Operations
    • Emergency department modeling and staffing: Time-varying physician productivity
    • Impact of Announced Wait Time Information on Emergency Department Overcrowding Mitigation: A Simulation Study
    • The Impact of Physician Familiarity on Emergency Department Productivity
  • Projects
    • PI: Decision-Making Under Uncertainty: A Framework for Intensive Care Unit Admission Control with Predictive Information 2026 - 2028
    • PI: Efficient Resource Allocation Strategies for Urban Search and Rescue Operations: A Holistic Modeling and Analysis Framework 2025 - 2027
    • Co-PI: Smart Healthcare – Accessibility, Quality and Affordability, 2023-2027
    • PI: Investigation of Time-dependent Physician Productivity and Application in Emergency Department Waiting Time Management 2023 - 2025
    • Co-PI: Hong Kong RECAP: A systematic response strategy for novel infectious disease pandemic
    • PI: Optimal bed allocation in intensive care unit with patients health evolution and patient readmission
    • Co-I: Impact of Emergency Department Waiting Time Announcements on Patient Behavior
    • Physician Scheduling in Case Managers Style Emergency Departments: Machine Learning-Aided Solution Approaches
    • Service-Level Computation in Time-Varying Queueing System with Priorities
    • Exact Algorithm and Machine Learning-Based Heuristic for Stochastic Lot Streaming and Scheduling Problem
    • Patient Sensitivity to Emergency Department Waiting Time Announcements
    • Scheduling of Physicians with Time‐Varying Productivity Levels in Emergency Departments
    • Assigning Priorities (or Not) in Service Systems with Nonlinear Waiting Costs
    • The Impact of Emergency Department Crowding on Admission Decisions and Patient Outcomes
    • Allocation of Intensive Care Unit Beds in Periods of High Demand
    • Simulation-based Predictive Analytics for Dynamic Queueing Systems
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    • MSBA7004 Operations Analytics
    • MSBA7014 Business Simulation
    • IIMT3636 Decision and Risk Analysis
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The Impact of Physician Familiarity on Emergency Department Productivity

Aug 4, 2025·
Yiran Zhang
,
Lauren Lu
,
Zhankun Sun
Huiyin Ouyang
Huiyin Ouyang
· 0 min read
Last updated on Aug 4, 2025
Emergency Department Productivity Empirical Analysis Behavioral Operations
Huiyin Ouyang
Authors
Huiyin Ouyang
Associate Professor
← Impact of Announced Wait Time Information on Emergency Department Overcrowding Mitigation: A Simulation Study Aug 4, 2025

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