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10 Modules / ~100 pages
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~25 Modules / ~400 pages
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Healthcare Systems Simulation and Modeling
( 30 Modules )

Module #1
Introduction to Healthcare Systems
Overview of healthcare systems, importance of simulation and modeling, and course objectives
Module #2
Healthcare Systems Architecture
Components of healthcare systems, workflow, and interactions between components
Module #3
Simulation Fundamentals
Basic concepts of simulation, types of simulation, and simulation terminology
Module #4
Modeling Healthcare Systems
Introduction to modeling, types of models, and model development lifecycle
Module #5
Discrete Event Simulation
Principles of discrete event simulation, advantages, and limitations
Module #6
System Dynamics Modeling
Introduction to system dynamics, stock and flow diagrams, and feedback loops
Module #7
Agent-Based Modeling
Introduction to agent-based modeling, agents, and their interactions
Module #8
Simulation Software and Tools
Overview of simulation software and tools, including Arena, Simio, and AnyLogic
Module #9
Healthcare System Modeling Examples
Case studies of healthcare system models, including emergency department, operating room, and clinic models
Module #10
Model Validation and Verification
Importance of model validation and verification, techniques, and best practices
Module #11
Simulation Experimentation and Analysis
Design of experiments, simulation runs, and data analysis techniques
Module #12
Healthcare Policy Modeling
Modeling healthcare policies, including impact on access, cost, and quality of care
Module #13
Population Health Modeling
Modeling population health, including disease spread, epidemiology, and population dynamics
Module #14
Healthcare Operations Management
Simulation-based decision making for healthcare operations, including supply chain and resource allocation
Module #15
Healthcare Facility Design and Planning
Simulation-based design and planning of healthcare facilities, including hospital layout and Capacity planning
Module #16
Telehealth and Virtual Care Modeling
Modeling telehealth and virtual care systems, including access, cost, and quality of care
Module #17
Healthcare Workforce Modeling
Modeling healthcare workforce, including staffing, scheduling, and training
Module #18
Healthcare Technology and Innovation
Modeling the impact of healthcare technology and innovation, including artificial intelligence and machine learning
Module #19
Global Health Systems Modeling
Modeling global health systems, including low- and middle-income countries
Module #20
Healthcare System Resilience and Crisis Modeling
Modeling healthcare system resilience and crisis response, including pandemic preparedness
Module #21
Healthcare Equity and Disparity Modeling
Modeling healthcare equity and disparity, including access, cost, and quality of care
Module #22
Healthcare Policy Analysis and Evaluation
Simulation-based policy analysis and evaluation, including cost-effectiveness and cost-benefit analysis
Module #23
Healthcare System Optimization
Simulation-based optimization of healthcare systems, including resource allocation and workflow optimization
Module #24
Case Studies in Healthcare Systems Simulation
Real-world case studies of healthcare systems simulation and modeling
Module #25
Healthcare Systems Simulation Project Development
Guided project development in healthcare systems simulation and modeling
Module #26
Advanced Topics in Healthcare Systems Simulation
Advanced topics in healthcare systems simulation, including machine learning and artificial intelligence
Module #27
Healthcare Systems Simulation and Modeling Best Practices
Best practices in healthcare systems simulation and modeling, including model validation and verification
Module #28
Healthcare Systems Simulation and Modeling in Healthcare Policy
Role of healthcare systems simulation and modeling in healthcare policy development and evaluation
Module #29
Healthcare Systems Simulation and Modeling in Healthcare Operations
Role of healthcare systems simulation and modeling in healthcare operations management
Module #30
Course Wrap-Up & Conclusion
Planning next steps in Healthcare Systems Simulation and Modeling career


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