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Facilitated post-model coding in discrete event simulation (DES): A case study in healthcare

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  • Kotiadis, K.
  • Tako, A.A.

Abstract

Research on facilitated discrete event simulation (DES) is gathering pace but there is still a need to put forward real examples to explain the process to newcomers. This paper is part of a line of research on the methodology of facilitated DES. In this paper we explain in more detail the facilitation process and the tools used to support the experimentation and implementation stages in a DES study involving workshops with a group of stakeholders, after an initial simulation model has been coded on the computer. A real case study is used to describe the process followed and the interactions at the workshops. Extracts from the transcripts are also included, with the view to providing evidence of the stakeholders’ involvement and their mood during the workshops. We conclude with a discussion on the process and tools used to support the facilitation process. Future research directions are also put forward.

Suggested Citation

  • Kotiadis, K. & Tako, A.A., 2018. "Facilitated post-model coding in discrete event simulation (DES): A case study in healthcare," European Journal of Operational Research, Elsevier, vol. 266(3), pages 1120-1133.
  • Handle: RePEc:eee:ejores:v:266:y:2018:i:3:p:1120-1133
    DOI: 10.1016/j.ejor.2017.10.047
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    References listed on IDEAS

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    1. K Kotiadis & A A Tako & C Vasilakis, 2014. "A participative and facilitative conceptual modelling framework for discrete event simulation studies in healthcare," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(2), pages 197-213, February.
    2. Robinson, Stewart & Radnor, Zoe J. & Burgess, Nicola & Worthington, Claire, 2012. "SimLean: Utilising simulation in the implementation of lean in healthcare," European Journal of Operational Research, Elsevier, vol. 219(1), pages 188-197.
    3. K Kotiadis & A A Tako & E A J A Rouwette & C Vasilakis & J Brennan & P Gandhi & H Wegstapel & F Sagias & P Webb, 2013. "Using a model of the performance measures in Soft Systems Methodology (SSM) to take action: a case study in health care," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(1), pages 125-137, January.
    4. Robinson, Stewart & Kotiadis, Kathy, 2016. "Can involving clients in simulation studies help them solve their future problems? A transfer of learning experimentAuthor-Name: Monks, Thomas," European Journal of Operational Research, Elsevier, vol. 249(3), pages 919-930.
    5. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    6. J B Jun & S H Jacobson & J R Swisher, 1999. "Application of discrete-event simulation in health care clinics: A survey," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(2), pages 109-123, February.
    7. A Morton & F Ackermann & V Belton, 2007. "Problem structuring without workshops? Experiences with distributed interaction within a PSM process," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(5), pages 547-556, May.
    8. T Eldabi & R J Paul & T Young, 2007. "Simulation modelling in healthcare: reviewing legacies and investigating futures," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(2), pages 262-270, February.
    9. Randall L. Schultz & Dennis P. Slevin & Jeffrey K. Pinto, 1987. "Strategy and Tactics in a Process Model of Project Implementation," Interfaces, INFORMS, vol. 17(3), pages 34-46, June.
    10. M den Hengst & G-J de Vreede & R Maghnouji, 2007. "Using soft OR principles for collaborative simulation: a case study in the Dutch airline industry," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(5), pages 669-682, May.
    11. Franco, L. Alberto & Montibeller, Gilberto, 2010. "Facilitated modelling in operational research," European Journal of Operational Research, Elsevier, vol. 205(3), pages 489-500, September.
    12. A Taket, 2002. "Facilitation: some contributions to theorising the practice of operational research," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(2), pages 126-136, February.
    13. Baril, Chantal & Gascon, Viviane & Miller, Jonathan & Côté, Nadine, 2016. "Use of a discrete-event simulation in a Kaizen event: A case study in healthcare," European Journal of Operational Research, Elsevier, vol. 249(1), pages 327-339.
    14. Proudlove, N.C. & Bisogno, S. & Onggo, B.S.S. & Calabrese, A. & Levialdi Ghiron, N., 2017. "Towards fully-facilitated discrete event simulation modelling: Addressing the model coding stage," European Journal of Operational Research, Elsevier, vol. 263(2), pages 583-595.
    15. Barber, B., 1977. "The implementation and utilisation of operational research in the reorganised National Health Service Part II," European Journal of Operational Research, Elsevier, vol. 1(3), pages 146-153, May.
    16. C. W. Churchman & A. H. Schainblatt, 1965. "The Researcher and The Manager: A Dialectic of Implementation," Management Science, INFORMS, vol. 11(4), pages 69-87, February.
    17. Antuela A Tako & Stewart Robinson, 2015. "Is simulation in health different?," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 66(4), pages 602-614, April.
    18. Robinson, Stewart & Worthington, Claire & Burgess, Nicola & Radnor, Zoe J., 2014. "Facilitated modelling with discrete-event simulation: Reality or myth?," European Journal of Operational Research, Elsevier, vol. 234(1), pages 231-240.
    19. Pessôa, Leonardo Antonio Monteiro & Lins, Marcos Pereira Estellita & da Silva, Angela Cristina Moreira & Fiszman, Roberto, 2015. "Integrating soft and hard operational research to improve surgical centre management at a university hospital," European Journal of Operational Research, Elsevier, vol. 245(3), pages 851-861.
    20. Monks, Thomas & Robinson, Stewart & Kotiadis, Kathy, 2014. "Learning from discrete-event simulation: Exploring the high involvement hypothesis," European Journal of Operational Research, Elsevier, vol. 235(1), pages 195-205.
    21. K Kotiadis & J Mingers, 2006. "Combining PSMs with hard OR methods: the philosophical and practical challenges," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 856-867, July.
    22. Roberts-Gray, Cynthia, 1985. "Managing the implementation of innovations," Evaluation and Program Planning, Elsevier, vol. 8(3), pages 261-269, January.
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    Cited by:

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    2. Jesús Isaac Vázquez-Serrano & Rodrigo E. Peimbert-García & Leopoldo Eduardo Cárdenas-Barrón, 2021. "Discrete-Event Simulation Modeling in Healthcare: A Comprehensive Review," IJERPH, MDPI, vol. 18(22), pages 1-20, November.
    3. Harper, Alison & Mustafee, Navonil & Yearworth, Mike, 2021. "Facets of trust in simulation studies," European Journal of Operational Research, Elsevier, vol. 289(1), pages 197-213.
    4. Esposito Amideo, A. & Scaparra, M.P. & Kotiadis, K., 2019. "Optimising shelter location and evacuation routing operations: The critical issues," European Journal of Operational Research, Elsevier, vol. 279(2), pages 279-295.
    5. Martin Comis & Catherine Cleophas & Christina Büsing, 2021. "Patients, primary care, and policy: Agent-based simulation modeling for health care decision support," Health Care Management Science, Springer, vol. 24(4), pages 799-826, December.

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