Healthcare systems modeling and simulation

Healthcare systems modeling and simulation

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Healthcare systems modeling and simulation has a broad application around different disciplines such as clinical simulation, operational simulation, managerial simulation, and educational simulation. However, the domain of healthcare is characterized by a high degree of complexity and a diversity of facets, and modelers are often confronted with the challenge of formulating a simulation model that captures this complexity in a systematic and manageable manner. This chapter reviews frequently used M&S-related concepts to address the problem, concluding clinical and epidemiologic simulations are predominant in the literature.

Chapter Contents:

  • 1.1 Review of healthcare systems simulation
  • 1.1.1 Levels of care
  • 1.1.2 Contextual challenges
  • Health demand and supply
  • Tensions on health systems
  • 1.1.3 Care objectives
  • 1.1.4 Observed abstractions
  • 1.1.5 Measured/computed outcomes
  • 1.1.6 Modeling approaches
  • 1.1.7 Simulation techniques
  • 1.1.8 Browsing the web of contributions
  • 1.2 Lessons learnt in a nutshell
  • 1.3 Ontology for healthcare systems simulation
  • 1.3.1 Ontology in M&S
  • 1.3.2 Ontology in healthcare M&S
  • 1.3.3 System entity structure ontological framework
  • 1.3.4 Ontology for healthcare systems simulation
  • Health consumption
  • Health production
  • Health coordination
  • 1.4 Model base for healthcare systems M&S
  • 1.5 Summary
  • References

Inspec keywords: digital simulation; health care; medical administrative data processing; medical computing; epidemics

Other keywords: clinical simulation; epidemiologic simulation; healthcare systems modeling; healthcare systems simulation; complexity

Subjects: Biology and medical computing; Medical administration

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