2,077
Views
192
CrossRef citations to date
0
Altmetric
General Paper

Applications of simulation within the healthcare context

&
Pages 1431-1451 | Received 01 Oct 2008, Accepted 01 Jan 2010, Published online: 21 Dec 2017

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (37)

Alison Harper, Navonil Mustafee & Martin Pitt. (2023) Increasing situation awareness in healthcare through real-time simulation. Journal of the Operational Research Society 74:11, pages 2339-2349.
Read now
Andrew J. Collins, Ying Thaviphoke & Antuela A. Tako. (2023) Using Strategic Options Development and Analysis (SODA) to understand the simulation accessibility problem. Journal of the Operational Research Society 74:10, pages 2143-2164.
Read now
Alison Harper & Navonil Mustafee. (2023) Participatory design research for the development of real-time simulation models in healthcare. Health Systems 12:4, pages 375-386.
Read now
Gary Linnéusson & Ainhoa Goienetxea Uriarte. (2023) Learning from simulating with system dynamics in healthcare: evaluating closer care strategies for elderly patients. Journal of Simulation 17:5, pages 557-579.
Read now
Katherine E.E Penny, Steffen Bayer & Sally Brailsford. (2023) A hybrid simulation approach for planning health and social care services. Journal of Simulation 17:3, pages 312-325.
Read now
Alison Harper & Navonil Mustafee. (2023) Strategic resource planning of endoscopy services using hybrid modelling for future demographic and policy change. Journal of the Operational Research Society 74:5, pages 1286-1299.
Read now
Sally Brailsford, Steffen Bayer, Con Connell, Abraham George, Jonathan Klein & Peter Lacey. (2023) Embedding OR modelling as decision support in health capacity planning: insights from an evaluation. Health Systems 12:1, pages 22-35.
Read now
Milda Masilionyte, Ian McLean, Oliver Harding & Mahdi Doostmohammadi. (2021) Estimating the impact of lifestyle changes on treatment outcomes for people with knee osteoarthritis through system dynamics simulation modelling. Journal of the Operational Research Society 72:12, pages 2649-2660.
Read now
Sumanta Roy, Shanmugam Prasanna Venkatesan & Mark Goh. (2021) Healthcare services: A systematic review of patient-centric logistics issues using simulation. Journal of the Operational Research Society 72:10, pages 2342-2364.
Read now
A.G Leeftink, J. Visser, J.M de Laat, N.T.M. van der Meij, J.B.H Vos & G.D Valk. (2021) Reducing failures in daily medical practice: Healthcare failure mode and effect analysis combined with computer simulation. Ergonomics 64:10, pages 1322-1332.
Read now
Panagiota Galetsi & Korina Katsaliaki. (2020) A review of the literature on big data analytics in healthcare. Journal of the Operational Research Society 71:10, pages 1511-1529.
Read now
Wuhua Chen, Zhe George Zhang & Zhongsheng Hua. (2019) Analysis of price competition in two-tier service systems. Journal of the Operational Research Society 70:11, pages 1938-1950.
Read now
Zhanting Gao, Xiaojun Shan, Silei Shan & Mohammad T. Khasawneh. (2019) Staffing optimisation in standardised care management processes. Journal of the Operational Research Society 70:3, pages 459-471.
Read now
Sada Soorapanth & Terry Young. (2019) Assessing the value of modelling and simulation in health care: An example based on increasing access to stroke treatment. Journal of the Operational Research Society 70:2, pages 226-236.
Read now
Cecilia Pettersson, Björn Slaug, Marianne Granbom, Marianne Kylberg & Susanne Iwarsson. (2018) Housing accessibility for senior citizens in Sweden: Estimation of the effects of targeted elimination of environmental barriers. Scandinavian Journal of Occupational Therapy 25:6, pages 407-418.
Read now
J H Powell & N Mustafee. (2017) Widening requirements capture with soft methods: an investigation of hybrid M&S studies in health care. Journal of the Operational Research Society 68:10, pages 1211-1222.
Read now
Eren Demir & David Southern. (2017) Enabling better management of patients: discrete event simulation combined with the STAR approach. Journal of the Operational Research Society 68:5, pages 577-590.
Read now
Michele Sonnessa, Elena Tànfani & Angela Testi. (2017) An agent-based simulation model to evaluate alternative co-payment scenarios for contributing to health systems financing. Journal of the Operational Research Society 68:5, pages 591-604.
Read now
Eren Demir, Murat M Gunal & David Southern. (2017) Demand and capacity modelling for acute services using discrete event simulation. Health Systems 6:1, pages 33-40.
Read now
Fabiola Fernández-Gutiérrez, Malgorzata Wolska-Krawczyk, Arno Buecker, J. Graeme Houston & Andreas Melzer. (2017) Workflow optimisation for multimodal imaging procedures: a case of combined X-ray and MRI-guided TACE. Minimally Invasive Therapy & Allied Technologies 26:1, pages 31-38.
Read now
Chantal Baril, Viviane Gascon, Jonathan Miller & Claire Bounhol. (2016) Studying nurse workload and patient waiting time in a hematology-oncology clinic with discrete event simulation. IIE Transactions on Healthcare Systems Engineering 6:4, pages 223-234.
Read now
Tolu K. Abe, Benita M. Beamon, Richard L. Storch & Justin Agus. (2016) Operations research applications in hospital operations: Part III. IIE Transactions on Healthcare Systems Engineering 6:3, pages 175-191.
Read now
Shiyong Liu, Nathaniel Osgood, Qi Gao, Hong Xue & Youfa Wang. (2016) Systems simulation model for assessing the sustainability and synergistic impacts of sugar-sweetened beverages tax and revenue recycling on childhood obesity prevention. Journal of the Operational Research Society 67:5, pages 708-721.
Read now
Kayne Putman, Alex Anstey, Paul R Harper & Vince A Knight. (2016) Modelling of psoriasis patient flows for the reconfiguration of secondary care services and treatments. Health Systems 5:1, pages 13-20.
Read now
John Bowers, Gillian Mould & Carol Marshall. (2015) Location of services and the impact on healthcare quality: insights from a simulation of a musculoskeletal physiotherapy service. Journal of the Operational Research Society 66:7, pages 1212-1221.
Read now
N Mustafee & K Katsaliaki. (2015) Simulation for sustainable health care. Journal of Simulation 9:2, pages 83-85.
Read now
C Jean, M Jankovic, J Stal-Le Cardinal & J-C Bocquet. (2015) Predictive modelling of telehealth system deployment. Journal of Simulation 9:2, pages 182-194.
Read now
G J Lyons & J Duggan. (2015) System dynamics modelling to support policy analysis for sustainable health care. Journal of Simulation 9:2, pages 129-139.
Read now
M Kunc & R Kazakov. (2013) Competitive dynamics in pharmaceutical markets: A case study in the chronic cardiac disease market. Journal of the Operational Research Society 64:12, pages 1790-1799.
Read now
Glenis J Crane, Steven M Kymes, Janet E Hiller, Robert Casson & Jonathan D Karnon. (2013) Development and calibration of a constrained resource health outcomes simulation model of hospital-based glaucoma services. Health Systems 2:3, pages 181-197.
Read now
Navonil Mustafee, Korina Katsaliaki, Eberhard E Bischoff & Michael D Williams. (2013) Proximity-based modelling of cross-contamination through agent-based simulation: a feasibility study. Health Systems 2:1, pages 61-71.
Read now
Peter J H Hulshof, Nikky Kortbeek, Richard J Boucherie, Erwin W Hans & Piet J M Bakker. (2012) Taxonomic classification of planning decisions in health care: a structured review of the state of the art in OR/MS. Health Systems 1:2, pages 129-175.
Read now
Murat M Gunal. (2012) A guide for building hospital simulation models. Health Systems 1:1, pages 17-25.
Read now
Amalia Gjerloev, Sonya Crowe, Christina Pagel, Yogini Jani & Luca Grieco. A systematic review of simulation methods applied to cancer care services. Health Systems 0:0, pages 1-21.
Read now

Articles from other publishers (155)

Okechukwu Okorie, Fiona Charnley, Augustine Ehiagwina, Divya Tiwari & Konstantinos Salonitis. (2020) Towards a simulation-based understanding of smart remanufacturing operations: a comparative analysis. Journal of Remanufacturing 14:1, pages 45-68.
Crossref
Matthew Naybour, Rasa Remenyte-Prescott & Matthew Boyd. (2022) Ant colony optimisation of a community pharmacy dispensing process using Coloured Petri-Net simulation and UK pharmacy in-field data. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 238:1, pages 29-43.
Crossref
Jason Tucker & Fabian Lorig. (2024) Agent-based social simulations for health crises response: utilising the everyday digital health perspective. Frontiers in Public Health 11.
Crossref
Alkan DURMUŞ & Ali ÖZDEMİR. (2023) YOĞUN BAKIM ÜNİTELERİNDE HASTA AKIŞININ DEĞERLENDİRMESİ: 3. BASAMAK HASTANELER İÇİN SİMÜLASYON MODELLEMESİASSESSMENT OF PATIENT FLOW IN INTENSIVE CARE UNITS: SIMULATION MODELING FOR TERTIARY HOSPITALS. Hacettepe Sağlık İdaresi Dergisi 26:4, pages 1009-1032.
Crossref
Mohamed Maddeh, Sarra Ayouni, Shaha Al-Otaibi, Malik Bader Alazzam, Nazik Alturki & Fahima Hajjej. (2023) Discrete-Event Simulation Model for Monitoring Elderly and Patient’s Smart Beds. Journal of Disability Research 2:3.
Crossref
Victor P. Cornet, Michelle Charles & Tammy Toscos. (2023) Demonstration of a COVID-19 Vaccination Clinic Simulation and Use in Other Settings. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 67:1, pages 585-588.
Crossref
Victor P. Cornet, Michelle Charles & Tammy Toscos. (2023) Simulation Modeling for Health Care Operations: User-centered Design Needed!. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 67:1, pages 1373-1379.
Crossref
Alkan DURMUŞ, Ali ÖZDEMİR & Necati GÖKMEN. (2023) YOĞUN BAKIM ÜNİTELERİNDE KAPASİTE DEĞERLENDİRMESİ VE PLANLAMASI: 3. BASAMAK HASTANELER İÇİN SİMÜLASYON MODELLEMESİCAPACITY EVALUATION AND PLANNING IN INTENSIVE CARE UNITS: SIMULATION MODELING FOR LEVEL III HOSPITALS. Dokuz Eylül Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 25:2, pages 599-620.
Crossref
Aby M Philip, Shanmugam Prasannavenkatesan & Navonil Mustafee. (2022) Simulation modelling of hospital outpatient department: a review of the literature and bibliometric analysis. SIMULATION 99:6, pages 573-597.
Crossref
Catarina Gouveia, Sofia Kalakou & Teresa Cardoso-Grilo. (2023) How to forecast mental healthcare needs? Distinguishing between perceived and unperceived needs and their impact on capacity requirements. Socio-Economic Planning Sciences 87, pages 101552.
Crossref
Michael W. Carter & Carolyn R. Busby. (2023) How can operational research make a real difference in healthcare? Challenges of implementation. European Journal of Operational Research 306:3, pages 1059-1068.
Crossref
Daniel Garcia-Vicuña, Ana López-Cheda, María Amalia Jácome & Fermin Mallor. (2023) Estimation of patient flow in hospitals using up-to-date data. Application to bed demand prediction during pandemic waves. PLOS ONE 18:2, pages e0282331.
Crossref
Syaribah N. Brice, Paul R. Harper, Daniel Gartner & Doris A. Behrens. (2023) Modeling disease progression and treatment pathways for depression jointly using agent based modeling and system dynamics. Frontiers in Public Health 10.
Crossref
P. Landa, M. Resta, E. Tànfani & A. Testi. 2023. Artificial Intelligence and Machine Learning for Healthcare. Artificial Intelligence and Machine Learning for Healthcare 171 183 .
Deborah A. Marshall, Toni Tagimacruz, Monica Cepoiu-Martin, Jill Robert, Bernice Ring, Michael Burston, Suzanne Higgins, Monica Hess & Jonathan White. (2022) A Simulation Modelling Study of Referral Distribution Policies in a Centralized Intake System for Surgical Consultation. Journal of Medical Systems 47:1.
Crossref
Reda Lebcir, Usame Yakutcan & Eren Demir. (2022) A decision support tool with health economic modelling for better management of DVT patients. Health Economics Review 12:1.
Crossref
Navonil Mustafee, Alison Harper & Masoud Fakhimi. (2022) From Conceptualization of Hybrid Modelling & Simulation to Empirical Studies in Hybrid Modelling. From Conceptualization of Hybrid Modelling & Simulation to Empirical Studies in Hybrid Modelling.
Alison Harper, Navonil Mustafee & Mike Yearworth. (2022) The Issue of Trust and Implementation of Results in Healthcare Modeling and Simulation Studies. The Issue of Trust and Implementation of Results in Healthcare Modeling and Simulation Studies.
Anas M Al Halabi, Elmukhtar Habas, Hafedh Ghazouani, Abdelsalam M Borham, Esmat Swallmeh & Abdul-Badi Abou-Samra. (2022) Scenarios to Improve the Patient Experience Time in a Tertiary Academic Hospital Using Simulation. Cureus.
Crossref
Thomas Godfrey. (2022) Participatory agent-based modelling in healthcare. Participatory agent-based modelling in healthcare.
Tammy Toscos, Victor P. Cornet, Michelle Charles, Erica Cumbee, Charlotte Gabet, Ethel Massing & (Roger) Scott Stienecker. (2022) COVID-19 Vaccination Clinic Success: An Interdisciplinary Application of Simulation and Modeling. Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care 11:1, pages 92-94.
Crossref
Leopoldo Lopez Lastra, Lorena Bearzotti & Raymundo Forradellas. (2022) Proposal for a Multi-objective Optimization Information System for Referral of Patients from the Emergency Unit. Proposal for a Multi-objective Optimization Information System for Referral of Patients from the Emergency Unit.
Danuphon Tippong, Sanja Petrovic & Vahid Akbari. (2022) A review of applications of operational research in healthcare coordination in disaster management. European Journal of Operational Research 301:1, pages 1-17.
Crossref
Hongli Zhu, Shiyong Liu, Wenwen Zheng, Haimanote Belay, Weiwei Zhang, Ying Qian, Yirong Wu, Tadesse Guadu Delele & Peng Jia. (2022) Assessing the dynamic impacts of non-pharmaceutical and pharmaceutical intervention measures on the containment results against COVID-19 in Ethiopia. PLOS ONE 17:7, pages e0271231.
Crossref
Marian Amissah & Sudakshina Lahiri. (2022) Modelling Granular Process Flow Information to Reduce Bottlenecks in the Emergency Department. Healthcare 10:5, pages 942.
Crossref
Fotis Kitsios & Nikolaos Kapetaneas. (2022) Digital Transformation in Healthcare 4.0: Critical Factors for Business Intelligence Systems. Information 13:5, pages 247.
Crossref
Gerhardus van Hulzen, Niels Martin, Benoît Depaire & Geert Souverijns. (2022) Supporting capacity management decisions in healthcare using data-driven process simulation. Journal of Biomedical Informatics 129, pages 104060.
Crossref
Angel Rajan Singh, Anant Gupta, Sidhartha Satpathy & Naveen Gowda. (2022) Study to assess the utility of discrete event simulation software in projection & optimization of resources in the out‐patient department at an apex cancer institute in India. Health Science Reports 5:3.
Crossref
Clarissa Gardner, Jack Halligan, Gianluca Fontana, Roberto Fernandez Crespo, Matthew Prime, Chaohui Guo, Okan Ekinci, Saira Ghafur & Ara Darzi. (2022) Evaluation of a clinical decision support tool for matching cancer patients to clinical trials using simulation-based research. Health Informatics Journal 28:2, pages 146045822210878.
Crossref
Thomas Godfrey, Rahul Batra, Sam Douthwaite, Jonathan Edgeworth, Simon Miles & Steffen Zschaler. 2022. The Practice of Enterprise Modeling. The Practice of Enterprise Modeling 201 215 .
Arsineh Boodaghian Asl, Jayanth Raghothama, Adam Darwich & Sebastiaan Meijer. (2021) Simulation and Model Validation for Mental Health Factors Using a Multi-Methodology Hybrid Approach. Simulation and Model Validation for Mental Health Factors Using a Multi-Methodology Hybrid Approach.
Jesús Isaac Vázquez-Serrano, Rodrigo E. Peimbert-García & Leopoldo Eduardo Cárdenas-Barrón. (2021) Discrete-Event Simulation Modeling in Healthcare: A Comprehensive Review. International Journal of Environmental Research and Public Health 18:22, pages 12262.
Crossref
Thomas Godfrey. (2021) Domain-Specific Modelling Languages for Participatory Agent-Based Modelling in Healthcare. Domain-Specific Modelling Languages for Participatory Agent-Based Modelling in Healthcare.
Katherine Robertson, Ian Hardingham, Rhiannon D'Arcy, Aparna Reddy & Joe Clacey. (2021) Delay in the induction of labour process: a retrospective cohort study and computer simulation of maternity unit workload. BMJ Open 11:9, pages e045577.
Crossref
Fragiskos Archontakis & Rocco Mosconi. (2021) Søren Johansen and Katarina Juselius: A Bibliometric Analysis of Citations through Multivariate Bass Models. Econometrics 9:3, pages 30.
Crossref
Francesco Pilati, Riccardo Tronconi, Giandomenico Nollo, Sunderesh S. Heragu & Florian Zerzer. (2021) Digital Twin of COVID-19 Mass Vaccination Centers. Sustainability 13:13, pages 7396.
Crossref
Heather Anne Smith, Jean Hai Ein Yong, Kami Kandola, Robin Boushey & Craig Kuziemsky. (2021) Participatory simulation modeling to inform colorectal cancer screening in a complex remote northern health system: Canada’s Northwest Territories. International Journal of Medical Informatics 150, pages 104455.
Crossref
Douglas Adamson, Jane Blazeby, Catharine Porter, Christopher Hurt, Gareth Griffiths, Annmarie Nelson, Bernadette Sewell, Mari Jones, Martina Svobodova, Deborah Fitzsimmons, Lisette Nixon, Jim Fitzgibbon, Stephen Thomas, Anthony Millin, Tom Crosby, John Staffurth & Anthony Byrne. (2021) Palliative radiotherapy combined with stent insertion to reduce recurrent dysphagia in oesophageal cancer patients: the ROCS RCT. Health Technology Assessment 25:31, pages 1-144.
Crossref
Kimiyoshi J. Kobayashi & Eric J. Alper. (2021) Coronavirus Disease 2019 Capacity Response. Medical Care 59:5, pages 369-370.
Crossref
Reda Lebcir & Rifat Atun. (2021) Resources management impact on neonatal services performance in the United Kingdom: A system dynamics modelling approach. The International Journal of Health Planning and Management 36:3, pages 793-812.
Crossref
Patani Rucha Sharadkumar & S Shankar Narayan. (2021) Comparative analysis between theoretical and simulatory learning methods by data science methodology approach. Journal of Physics: Conference Series 1767:1, pages 012027.
Crossref
Alison Harper, Navonil Mustafee & Mike Yearworth. (2021) Facets of trust in simulation studies. European Journal of Operational Research 289:1, pages 197-213.
Crossref
Sudipendra Nath Roy, Bhavin J. Shah & Hasmukh Gajjar. (2020) Application of Simulation in Healthcare Service Operations. ACM Transactions on Modeling and Computer Simulation 31:1, pages 1-23.
Crossref
Sarah Namany & Tareq Al-Ansari. 2021. The Water–Energy–Food Nexus. The Water–Energy–Food Nexus 191 216 .
Daniel Garcia-Vicuna, Fermin Mallor & Laida Esparza. (2020) Planning Ward and Intensive Care Unit Beds for COVID-19 Patients Using a Discrete Event Simulation Model. Planning Ward and Intensive Care Unit Beds for COVID-19 Patients Using a Discrete Event Simulation Model.
Vivianne Horsti dos Santos, Kathy Kotiadis & Maria Paola Scaparra. (2020) A Review of Hybrid Simulation in Healthcare. A Review of Hybrid Simulation in Healthcare.
Hady Maulanza, Taufik Fuadi Abidin, Zaki Mubarak & Asnawi Abdullah. (2020) Model and Simulation to Reduce Covid-19 New Infectious Cases: A Survey. Model and Simulation to Reduce Covid-19 New Infectious Cases: A Survey.
Cristina Azcarate, Laida Esparza & Fermin Mallor. (2020) The problem of the last bed: Contextualization and a new simulation framework for analyzing physician decisions. Omega 96, pages 102120.
Crossref
Marissa Tan, Elham Hatef, Delaram Taghipour, Kinjel Vyas, Hadi Kharrazi, Laura Gottlieb & Jonathan Weiner. (2020) Including Social and Behavioral Determinants in Predictive Models: Trends, Challenges, and Opportunities. JMIR Medical Informatics 8:9, pages e18084.
Crossref
Mohammad Reza Davahli, Waldemar Karwowski & Redha Taiar. (2020) A System Dynamics Simulation Applied to Healthcare: A Systematic Review. International Journal of Environmental Research and Public Health 17:16, pages 5741.
Crossref
Heather Smith, Peyman Varshoei, Robin Boushey & Craig Kuziemsky. (2020) Simulation modeling validity and utility in colorectal cancer screening delivery: A systematic review. Journal of the American Medical Informatics Association 27:6, pages 908-916.
Crossref
Heather Smith, Peyman Varshoei, Robin Boushey & Craig Kuziemsky. (2020) Use of Simulation Modeling to Inform Decision Making for Health Care Systems and Policy in Colorectal Cancer Screening: Protocol for a Systematic Review. JMIR Research Protocols 9:5, pages e16103.
Crossref
Xiange Zhang, Stefan K. Lhachimi & Wolf H. Rogowski. (2020) Reporting Quality of Discrete Event Simulations in Healthcare—Results From a Generic Reporting Checklist. Value in Health 23:4, pages 506-514.
Crossref
Bernadette Sewell, Mari Jones, Helen Gray, Heather Wilkes, Catherine Lloyd-Bennett, Kim Beddow, Martin Bevan & Deborah Fitzsimmons. (2020) Rapid cancer diagnosis for patients with vague symptoms: a cost-effectiveness study. British Journal of General Practice 70:692, pages e186-e192.
Crossref
Eirini Grammatiki Pagoni & Patroklos Georgiadis. (2019) System dynamics approaches to public–private partnerships: A literature review. Systems Research and Behavioral Science 37:2, pages 277-291.
Crossref
Shiyong Liu, Yan Li, Konstantinos P. Triantis, Hong Xue & Youfa Wang. (2020) The Diffusion of Discrete Event Simulation Approaches in Health Care Management in the Past Four Decades: A Comprehensive Review. MDM Policy & Practice 5:1, pages 238146832091524.
Crossref
Paolo Landa, Micaela La Regina, Elena Tànfani, Francesco Orlandini, Mauro Campanini, Andrea Fontanella, Dario Manfellotto & Angela Testi. 2020. Health Care Systems Engineering. Health Care Systems Engineering 25 39 .
Clio Dosi, Manuel Iori, Arthur Kramer & Matteo Vignoli. 2020. Health Care Systems Engineering. Health Care Systems Engineering 117 129 .
Nicole Moretto, Tracy A. Comans, Angela T. Chang, Shaun P. O’Leary, Sonya Osborne, Hannah E. Carter, David Smith, Tania Cavanagh, Dean Blond & Maree Raymer. (2019) Implementation of simulation modelling to improve service planning in specialist orthopaedic and neurosurgical outpatient services. Implementation Science 14:1.
Crossref
N. Young, M. Taetgmeyer, G. Zulaika, G. Aol, M. Desai, F. Ter Kuile & I. Langley. (2019) Integrating HIV, syphilis, malaria and anaemia point-of-care testing (POCT) for antenatal care at dispensaries in western Kenya: discrete-event simulation modelling of operational impact. BMC Public Health 19:1.
Crossref
Mohammed Mesabbah, Waleed Abo-Hamad & Susan McKeever. (2019) A Hybrid Process Mining Framework for Automated Simulation Modelling for Healthcare. A Hybrid Process Mining Framework for Automated Simulation Modelling for Healthcare.
Sheema Noorain, Kathy Kotiadis & Maria Paola Scaparra. (2019) Application of Discrete-Event Simulation for Planning and Operations Issues in Mental Healthcare. Application of Discrete-Event Simulation for Planning and Operations Issues in Mental Healthcare.
Erik Blasch, Ronghua Xu, Seyed Yahya Nikouei & Yu Chen. (2019) A Study of Lightweight DDDAS Architecture for Real-Time Public Safety Applications Through Hybrid Simulation. A Study of Lightweight DDDAS Architecture for Real-Time Public Safety Applications Through Hybrid Simulation.
Christian D. BeckerMuer YangMario FusaroMichael FryCorey S. Scurlock. (2019) Optimizing Tele-ICU Operational Efficiency Through Workflow Process Modeling and Restructuring. Critical Care Explorations 1:12, pages e0064.
Crossref
Deepa Mishra, Sameer Kumar & Elkafi Hassini. (2018) Current trends in disaster management simulation modelling research. Annals of Operations Research 283:1-2, pages 1387-1411.
Crossref
Milla Ratia, Jussi Myllärniemi & Nina Helander. (2019) The potential beyond IC 4.0: the evolution of business intelligence towards advanced business analytics. Measuring Business Excellence 23:4, pages 396-410.
Crossref
Amir Hossein Aghapour, Maziar Yazdani, Fariborz Jolai & Mohammad Mojtahedi. (2019) Capacity planning and reconfiguration for disaster-resilient health infrastructure. Journal of Building Engineering 26, pages 100853.
Crossref
Sally C. Brailsford, Tillal Eldabi, Martin Kunc, Navonil Mustafee & Andres F. Osorio. (2019) Hybrid simulation modelling in operational research: A state-of-the-art review. European Journal of Operational Research 278:3, pages 721-737.
Crossref
Faiz Akbar Imaduddin, I Gusti Bagus Budi Dharma & Irwan Endrayanto. (2019) Inpatient Transportation System Simulation for Porter Work Scheduling Analysis: A Case Study. Inpatient Transportation System Simulation for Porter Work Scheduling Analysis: A Case Study.
Jacek Zabawa & Bożena Mielczarek. 2019. Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018. Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018 207 217 .
Miguel Ortiz-Barrios, Pablo Pancardo, Genett Jiménez-Delgado & Jeferson De Ávila-Villalobos. 2019. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Healthcare Applications. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Healthcare Applications 87 100 .
Masoud Fakhimi & Navonil Mustafee. 2019. Simulation for Industry 4.0. Simulation for Industry 4.0 97 109 .
Chen Zhang, Thomas Grandits, Karin Pukk Härenstam, Jannicke Baalsrud Hauge & Sebastiaan Meijer. (2018) A systematic literature review of simulation models for non-technical skill training in healthcare logistics. Advances in Simulation 3:1.
Crossref
Xiange Zhang. (2018) Application of discrete event simulation in health care: a systematic review. BMC Health Services Research 18:1.
Crossref
Navonil Mustafee & John H. Powell. (2018) FROM HYBRID SIMULATION TO HYBRID SYSTEMS MODELLING. FROM HYBRID SIMULATION TO HYBRID SYSTEMS MODELLING.
Tillal Eldabi, Sally Brailsford, Anatoli Djanatliev, Martin Kunc, Navonil Mustafee & Andres F Osorio. (2018) HYBRID SIMULATION CHALLENGES AND OPPORTUNITIES: A LIFE-CYCLE APPROACH. HYBRID SIMULATION CHALLENGES AND OPPORTUNITIES: A LIFE-CYCLE APPROACH.
Sebastian Rachuba, Karen Knapp, Lucy Ashton & Martin Pitt. (2018) Streamlining pathways for minor injuries in emergency departments through radiographer-led discharge. Operations Research for Health Care 19, pages 44-56.
Crossref
Andrew Salmon, Sebastian Rachuba, Simon Briscoe & Martin Pitt. (2018) A structured literature review of simulation modelling applied to Emergency Departments: Current patterns and emerging trends. Operations Research for Health Care 19, pages 1-13.
Crossref
Milla Ratia, Jussi Myllärniemi & Nina Helander. (2018) The new era of business intelligence. Meditari Accountancy Research 26:3, pages 531-546.
Crossref
Sebastian Rachuba, Andrew Salmon, Zhivko Zhelev & Martin Pitt. (2017) Redesigning the diagnostic pathway for chest pain patients in emergency departments. Health Care Management Science 21:2, pages 177-191.
Crossref
Ignace Djitog, Hamzat O Aliyu & Mamadou K Traoré. (2017) A model-driven framework for multi-paradigm modeling and holistic simulation of healthcare systems. SIMULATION 94:3, pages 235-257.
Crossref
Ana Carolina Pereira de Vasconcelos Silva, Daniel Bouzon Nagem Assad & Thais Spiegel. 2018. Modeling and Simulation Techniques for Improved Business Processes. Modeling and Simulation Techniques for Improved Business Processes 140 155 .
M. Kunc & R. Kazakov. 2018. System Dynamics. System Dynamics 447 470 .
Carolyn R. Busby & Michael W. Carter. (2017) Data-driven generic discrete event simulation model of hospital patient flow considering surge. Data-driven generic discrete event simulation model of hospital patient flow considering surge.
Jayanth Raghothama, Hamza Hanchi & Sebastiaan Meijer. (2017) Hybrid, composable approach to simulations in healthcare operations and management. Hybrid, composable approach to simulations in healthcare operations and management.
Alison Harper, Navonil Mustafee & Mark Feeney. (2017) A hybrid approach using forecasting and discrete-event simulation for endoscopy services. A hybrid approach using forecasting and discrete-event simulation for endoscopy services.
Waleed Abohamad, Ahmed Ramy & Amr Arisha. (2017) A hybrid process-mining approach for simulation modeling. A hybrid process-mining approach for simulation modeling.
N.C. Proudlove, S. Bisogno, B.S.S. Onggo, A. Calabrese & N. Levialdi Ghiron. (2017) Towards fully-facilitated discrete event simulation modelling: Addressing the model coding stage. European Journal of Operational Research 263:2, pages 583-595.
Crossref
Harshal Lowalekar & N. Ravichandran. (2015) A combined age‐and‐stock‐based policy for ordering blood units in hospital blood banks. International Transactions in Operational Research 24:6, pages 1561-1586.
Crossref
M. Ratia, J. Myllärniemi & N. Helander. (2017) Benefits and required capabilities of BI-tools in the private healthcare. Benefits and required capabilities of BI-tools in the private healthcare.
Syed Salleh, Praveen Thokala, Alan Brennan, Ruby Hughes & Andrew Booth. (2017) Simulation Modelling in Healthcare: An Umbrella Review of Systematic Literature Reviews. PharmacoEconomics 35:9, pages 937-949.
Crossref
Saikou Y. Diallo, Christopher J. Lynch & Navonil Mustafee. 2017. The Profession of Modeling and Simulation. The Profession of Modeling and Simulation 265 286 .
Robert Saltzman, Theresa Roeder, Judith Lambton, Lila Param, Brian Frost & Roxanne Fernandes. (2017) The Impact of a Discharge Holding Area on the Throughput of a Pediatric Unit. Service Science 9:2, pages 121-135.
Crossref
K. W. Soh, C. Walker & M. O’Sullivan. (2017) A Literature Review on Validated Simulations of the Surgical Services. Journal of Medical Systems 41:4.
Crossref
Paolo Landa, Michele Sonnessa, Marina Resta, Elena Tànfani & Angela Testi. 2017. Health Care Systems Engineering. Health Care Systems Engineering 133 144 .
Ahmed Almashrafi & Laura Vanderbloemen. (2016) Quantifying the effect of complications on patient flow, costs and surgical throughputs. BMC Medical Informatics and Decision Making 16:1.
Crossref
Bozena Mielczarek & Jacek Zabawa. (2016) Modeling healthcare demand using a hybrid simulation approach. Modeling healthcare demand using a hybrid simulation approach.
Masoud Fakhimi, Lampros K. Stergioulas & Navonil Mustafee. (2016) Modelling for the Triple-Bottom Line: An investigation of Hybrid Simulation for sustainable development analysis. Modelling for the Triple-Bottom Line: An investigation of Hybrid Simulation for sustainable development analysis.
Adelinde M. Uhrmacher, Sally Brailsford, Jason Liu, Markus Rabe & Andreas Tolk. (2016) Panel — Reproducible research in discrete event simulation — A must or rather a maybe?. Panel — Reproducible research in discrete event simulation — A must or rather a maybe?.
P. Fan, D. Fan, Y. H. Kuo & Y. Chen. (2016) Modeling and evaluation of overbooking rules for primary health care clinic with different patient behavior. Modeling and evaluation of overbooking rules for primary health care clinic with different patient behavior.
Masoud Fakhimi, Navonil Mustafee & Lampros K Stergioulas. (2016) An investigation into modeling and simulation approaches for sustainable operations management. SIMULATION 92:10, pages 907-919.
Crossref
Debbie McKetta, T. Eugene Day, Virginia Jones, Alexis Perri & Susan C. Nicolson. (2016) Managing Disruptions to Patient Flow Capacity: Rapid-Cycle Improvement in a Pediatric Cardiac Procedure Complex. The Joint Commission Journal on Quality and Patient Safety 42:7, pages 321-324.
Crossref
G. Antonacci, A. Calabrese, A. D'Ambrogio, A. Giglio, B. Intrigila & N. Levialdi Ghiron. (2016) A BPMN-Based Automated Approach for the Analysis of Healthcare Processes. A BPMN-Based Automated Approach for the Analysis of Healthcare Processes.
Fermín Mallor, Cristina Azcárate & Julio Barado. (2014) Control problems and management policies in health systems: application to intensive care units. Flexible Services and Manufacturing Journal 28:1-2, pages 62-89.
Crossref
Anne Marie Ivers, James Byrne & PJ Byrne. (2016) Analysis of SME data readiness: a simulation perspective. Journal of Small Business and Enterprise Development 23:1, pages 163-188.
Crossref
Saikou Y. Diallo & Christopher J. Lynch. 2016. The Digital Patient. The Digital Patient 207 224 .
Martin Pitt, Thomas Monks, Sonya Crowe & Christos Vasilakis. (2016) Systems modelling and simulation in health service design, delivery and decision making. BMJ Quality & Safety 25:1, pages 38-45.
Crossref
N. Mustafee. 2016. Operational Research for Emergency Planning in Healthcare: Volume 1. Operational Research for Emergency Planning in Healthcare: Volume 1 1 11 .
Sally C. Brailsford. 2016. Behavioral Operational Research. Behavioral Operational Research 263 280 .
Paolo Landa, Michele Sonnessa, Elena Tànfani & Angela Testi. 2016. Health Care Systems Engineering for Scientists and Practitioners. Health Care Systems Engineering for Scientists and Practitioners 179 191 .
N. Mustafee. 2016. Operational Research for Emergency Planning in Healthcare: Volume 2. Operational Research for Emergency Planning in Healthcare: Volume 2 1 9 .
Thomas Monks. (2016) Operational research as implementation science: definitions, challenges and research priorities. Implementation Science 11:1.
Crossref
Navonil Mustafee, John Powell, Sally C. Brailsford, Saikou Diallo, Jose Padilla & Andreas Tolk. (2015) Hybrid simulation studies and Hybrid Simulation systems: Definitions, challenges, and benefits. Hybrid simulation studies and Hybrid Simulation systems: Definitions, challenges, and benefits.
Sada Soorapanth & Terry Young. (2015) Evaluating the financial impact of modeling and simulation in healthcare: Proposed framework with a case study. Evaluating the financial impact of modeling and simulation in healthcare: Proposed framework with a case study.
Sally Brailsford, Jonathan H. Klein & Terry Young. (2015) Evidence from healthcare modeling: What is its nature, and how should it be used?. Evidence from healthcare modeling: What is its nature, and how should it be used?.
Akshay Venkitasubramanian, Stephen D Roberts & Jeffrey A Joines. (2015) Object oriented framework for healthcare simulation. Object oriented framework for healthcare simulation.
Carla Van Riet & Erik Demeulemeester. (2015) Trade-offs in operating room planning for electives and emergencies: A review. Operations Research for Health Care 7, pages 52-69.
Crossref
Fermin Mallor, Cristina Azcarate, Julio Barado & Laida Esparza. (2015) Optimal bed-control in an ICU when elective surgery patient's arrivals are known. A simulation-based optimization approach. Optimal bed-control in an ICU when elective surgery patient's arrivals are known. A simulation-based optimization approach.
Thomas Monks, Mark Pearson, Martin Pitt, Ken Stein & Martin A. James. (2015) Evaluating the impact of a simulation study in emergency stroke care. Operations Research for Health Care 6, pages 40-49.
Crossref
Saikou Y. Diallo, Ross J. Gore, Jose J. Padilla & Christopher J. Lynch. (2015) An overview of modeling and simulation using content analysis. Scientometrics 103:3, pages 977-1002.
Crossref
Y-H Kuo, J M Y Leung & C A Graham. (2015) Using Simulation to Examine the Effect of Physician Heterogeneity on the Operational Efficiency of an Overcrowded Hospital Emergency Department. Journal of Physics: Conference Series 616, pages 012017.
Crossref
Michael Allen, Anne Spencer, Andy Gibson, Justin Matthews, Alex Allwood, Sue Prosser & Martin Pitt. (2015) Right cot, right place, right time: improving the design and organisation of neonatal care networks – a computer simulation study. Health Services and Delivery Research 3:20, pages 1-128.
Crossref
Stavros T. Ponis, Angelos Delis, Sotiris P. Gayialis, Panagiotis Kasimatis & Joseph Tan. 2015. Healthcare Administration. Healthcare Administration 390 410 .
Deborah A. Marshall, Lina Burgos-Liz, Maarten J. IJzerman, Nathaniel D. Osgood, William V. Padula, Mitchell K. Higashi, Peter K. Wong, Kalyan S. Pasupathy & William Crown. (2015) Applying Dynamic Simulation Modeling Methods in Health Care Delivery Research—The SIMULATE Checklist: Report of the ISPOR Simulation Modeling Emerging Good Practices Task Force. Value in Health 18:1, pages 5-16.
Crossref
John Powell & Navonil Mustafee. (2014) Soft OR approaches in problem formulation stage of a hybrid M&S study. Soft OR approaches in problem formulation stage of a hybrid M&S study.
Mariusz Balaban. (2014) Return to work behavior of people with disabilities: A multi-method approach. Return to work behavior of people with disabilities: A multi-method approach.
Pegah Pooya, Julie Ivy, Lukasz Mazur, Katharin Deschesne, Prithima Mosaly, Gregg Tracton & Nishant Singh. (2014) Assessing the reliability of the Radiation Therapy care delivery process using discrete event simulation. Assessing the reliability of the Radiation Therapy care delivery process using discrete event simulation.
Papiya Bhattacharjee & Pradip Kumar Ray. (2014) Patient flow modelling and performance analysis of healthcare delivery processes in hospitals: A review and reflections. Computers & Industrial Engineering 78, pages 299-312.
Crossref
Peter Chemweno, Vincent Thijs, Liliane Pintelon & Adriaan Van Horenbeek. (2014) Discrete event simulation case study: Diagnostic path for stroke patients in a stroke unit. Simulation Modelling Practice and Theory 48, pages 45-57.
Crossref
Ivor Langley, Hsien-Ho Lin, Saidi Egwaga, Basra Doulla, Chu-Chang Ku, Megan Murray, Ted Cohen & S Bertel Squire. (2014) Assessment of the patient, health system, and population effects of Xpert MTB/RIF and alternative diagnostics for tuberculosis in Tanzania: an integrated modelling approach. The Lancet Global Health 2:10, pages e581-e591.
Crossref
Sally McClean, Jennifer Gillespie, Lalit Garg, Maria Barton, Bryan Scotney & Ken Kullerton. (2014) Using phase-type models to cost stroke patient care across health, social and community services. European Journal of Operational Research 236:1, pages 190-199.
Crossref
Navonil Mustafee, Korina Katsaliaki & Paul Fishwick. (2013) Exploring the modelling and simulation knowledge base through journal co-citation analysis. Scientometrics 98:3, pages 2145-2159.
Crossref
Eman AbuKhousa, Jameela Al-Jaroodi, Sanja Lazarova-Molnar & Nader Mohamed. (2014) Simulation and Modeling Efforts to Support Decision Making in Healthcare Supply Chain Management. The Scientific World Journal 2014, pages 1-16.
Crossref
Sara A. Hassan & Hisham M. Abdelsalam. (2014) An Exploratory Simulation Model for Contraception Methods’ Supply Chain in Egypt. Procedia Technology 16, pages 1403-1410.
Crossref
Fabiola Fernández-Gutiérrez, Graeme Houston, Ole Jacob Elle, Malgorzata Wolska-Krawczyk, Marek Orban & Andreas Melzer. 2014. Intraoperative Imaging and Image-Guided Therapy. Intraoperative Imaging and Image-Guided Therapy 325 338 .
Seifu Chonde, Carlos Parra & Chia-Jung Chang. (2013) Minimizing flow-time and time-to-first-treatment in an Emergency Department through simulation. Minimizing flow-time and time-to-first-treatment in an Emergency Department through simulation.
L. Aboueljinane, E. Sahin & Z. Jemai. (2013) A review on simulation models applied to emergency medical service operations. Computers & Industrial Engineering 66:4, pages 734-750.
Crossref
Stavros T. Ponis, Angelos Delis, Sotiris P. Gayialis, Panagiotis Kasimatis & Joseph Tan. (2013) Applying Discrete Event Simulation (DES) in Healthcare. International Journal of Healthcare Information Systems and Informatics 8:3, pages 58-79.
Crossref
Derrick L. Fournier & Gregory S. Zaric. (2013) Simulating neonatal intensive care capacity in British Columbia. Socio-Economic Planning Sciences 47:2, pages 131-141.
Crossref
Daniel Cohen, Ara Darzi & Ivo Vlaev. (2013) Behavioural simulations in health care policy: Current uses and future developments. Journal of Health Services Research & Policy 18:2, pages 98-106.
Crossref
Fabiola Fernández‐Gutiérrez, Iain Barnett, Bruce Taylor, Graeme Houston & Andreas Melzer. (2013) Framework for detailed workflow analysis and modelling for simulation of multi‐modal image‐guided interventions. Journal of Enterprise Information Management 26:1/2, pages 75-90.
Crossref
Masoud Fakhimi & Jane Probert. (2013) Operations research within UK healthcare: a review. Journal of Enterprise Information Management 26:1/2, pages 21-49.
Crossref
M Allen & S Thornton. (2012) Providing one‐to‐one care in labour. Analysis of ‘Birthrate Plus’ labour ward staffing in real and simulated labour ward environments. BJOG: An International Journal of Obstetrics & Gynaecology 120:1, pages 100-107.
Crossref
Jafri Zulkepli, Tillal Eldabi & Navonil Mustafee. (2012) Hybrid simulation for modelling large systems: An example of integrated care model. Hybrid simulation for modelling large systems: An example of integrated care model.
Anya Okhmatovskaia, David L. Buckeridge, Arash Shaban-Nejad, Andrew Sutcliffe, Jacek A. Kopec, Philippe Fines & Michael C. Wolfson. (2012) SimPHO: An ontology for simulation modeling of population health. SimPHO: An ontology for simulation modeling of population health.
K Louis Luangkesorn, Theologos Bountourelis, Andrew Schaefer, Spencer Nabors & Gilles Clermont. (2012) The case against utilization: Deceptive performance measures in inpatient care capacity models. The case against utilization: Deceptive performance measures in inpatient care capacity models.
Navonil Mustafee, Terry Lyons, Paul Rees, Lee Davies, Mark Ramsey & Michael D. Williams. (2012) Planning of bed capacities in specialized and integrated care units: Incorporating bed blockers in a simulation of surgical throughput. Planning of bed capacities in specialized and integrated care units: Incorporating bed blockers in a simulation of surgical throughput.
Cristina Azcarate, Fermin Mallor & Julio Barado. (2012) Calibration of a decision-making process in a simulation model by a bicriteria optimization problem. Calibration of a decision-making process in a simulation model by a bicriteria optimization problem.
. (2012) Commentaries to “The Vital Role of Operations Analysis in Improving Healthcare Delivery”. Manufacturing & Service Operations Management 14:4, pages 495-511.
Crossref
Thomas MonksMartin PittKen SteinMartin James. (2012) Maximizing the Population Benefit From Thrombolysis in Acute Ischemic Stroke. Stroke 43:10, pages 2706-2711.
Crossref
Navonil Mustafee, Korina Katsaliaki, Paul Fishwick & Michael D Williams. (2012) SCS: 60 years and counting! A time to reflect on the Society’s scholarly contribution to M&S from the turn of the millennium. SIMULATION 88:9, pages 1047-1071.
Crossref
Ivor Langley, Basra Doulla, Hsien-Ho Lin, Kerry Millington & Bertie Squire. (2012) Modelling the impacts of new diagnostic tools for tuberculosis in developing countries to enhance policy decisions. Health Care Management Science 15:3, pages 239-253.
Crossref
Shoaib Mohd, Navonil Mustafee, Karan Madan & Varun Ramamohan. (2022) An Empirical Evaluation of a Two-stage Healthcare Facility Location Approach using Simulation Optimization and Mathematical Optimization. SSRN Electronic Journal.
Crossref
Carla Van Riet & Erik Demeulemeester. (2014) Trade-Offs in Operating Room Planning for Electives and Emergencies: A Review. SSRN Electronic Journal.
Crossref
Raa sa Carmen & Inneke Van Nieuwenhuyse. (2014) Improving Patient Flow in Emergency Departments with OR Techniques: A Literature Overview. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.