Towards fully-facilitated discrete event simulation modelling : Addressing the model coding stage

Proudlove, Nathan and Bisogno, Stefania and Onggo, Bhakti Satyabuhdi Stephan and Calabrese, Armando and Levialdi-Ghiron, Nathan (2017) Towards fully-facilitated discrete event simulation modelling : Addressing the model coding stage. European Journal of Operational Research, 263 (2). pp. 583-595. ISSN 0377-2217

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The literature suggests that increasing stakeholder engagement has a positive impact on projects using discrete-event simulation in healthcare. This suggests projects should strive to involve the stakeholders in as much of the project as possible, through facilitated workshops. A notable gap in stakeholder involvement is the model coding stage, in which a conceptual model is turned into a discrete-event simulation model running on a computer. This paper investigates how and under what circumstances model coding might also be conducted in facilitated workshops, in particular through the use of the Business Process Model and Notation (BPMN) modelling standard. This work arose from a series of modelling projects with two hospitals, one in Italy and the other in the UK. The paper describes how BPMN can contribute, with a case in which model coding was achieved in a facilitated workshop and a second in which it was not but which highlights further barriers to this in some contexts. These barriers arise from the detail necessary for requisite modelling regarding i) the level of complexity of the model and ii) challenges in data access and analysis to populate the model. The relationship between the technical capabilities of tools available and the impact of these barriers is also discussed. We believe this is the first time that discrete-event simulation model coding in a facilitated workshop in healthcare has been described, and we provide a clear view of the further barriers. To indicate when facilitated model coding is currently achievable, we suggest a contextual matrix.

Item Type:
Journal Article
Journal or Publication Title:
European Journal of Operational Research
Additional Information:
This is the author’s version of a work that was accepted for publication in European Journal of Operational Research. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in European Journal of Operational Research, 263, 2, 2017 DOI: 10.1016/j.ejor.2017.06.002
Uncontrolled Keywords:
?? or in health servicessimulationfacilitated modellingbpmnmodelling and simulationmanagement science and operations researchinformation systems and management ??
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Deposited On:
05 Jun 2017 14:10
Last Modified:
21 Apr 2024 00:27