• DocumentCode
    570218
  • Title

    A decision support system for hospital emergency departments designed using agent-based modeling and simulation

  • Author

    Taboada, Manel ; Cabrera, Eduardo ; Luque, Emilio ; Epelde, Francisco ; Iglesias, Ma Luisa

  • Author_Institution
    Tomas Cerda Comput. Sci. Sch., Univ. Autonoma of Barcelona (UAB), Barcelona, Spain
  • fYear
    2012
  • fDate
    8-10 Aug. 2012
  • Firstpage
    364
  • Lastpage
    370
  • Abstract
    This paper presents the results of an ongoing project whose objective is to develop a model and a simulation that, used as Decision Support System, aid the heads of Hospital Emergency Departments to make the best informed decisions possible. The defined model is a pure Agent-Based Model, formed entirely of the rules governing the behavior of the agents that populate the system. Two distinct types of agents have been identified, active and passive. Active agents represent persons, whereas passive agents represent services and reactive systems. The actions of agents and the communication among them are represented using Moore state machines. The model also includes the environment in which agents move and interact. The simulation has been implemented using NetLogo, and it has been used to evaluate the potential benefits for the ED of the derivation to primary care services of those patients who attend emergency services without requiring an urgent attention.
  • Keywords
    decision support systems; digital simulation; finite state machines; hospitals; medical administrative data processing; software agents; Moore state machines; NetLogo; active agents; agent based model; agent based modeling; agent based simulation; decision support system; hospital emergency departments; Computational modeling; Decision support systems; Educational institutions; Emergency services; Hospitals; Humans; Agent-Based Modeling; Decision Support System; Individual Oriented Simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Reuse and Integration (IRI), 2012 IEEE 13th International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4673-2282-9
  • Electronic_ISBN
    978-1-4673-2283-6
  • Type

    conf

  • DOI
    10.1109/IRI.2012.6303032
  • Filename
    6303032