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Application of discrete-event simulation in health care clinics: A survey

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Cited by:

  1. Shao-Jen Weng & Ming-Che Tsai & Yao-Te Tsai & Donald F. Gotcher & Chih-Hao Chen & Shih-Chia Liu & Yeong-Yuh Xu & Seung-Hwan Kim, 2019. "Improving the Efficiency of an Emergency Department Based on Activity-Relationship Diagram and Radio Frequency Identification Technology," IJERPH, MDPI, vol. 16(22), pages 1-14, November.
  2. Yi, Pengfei & George, Santhosh K. & Paul, Jomon Aliyas & Lin, Li, 2010. "Hospital capacity planning for disaster emergency management," Socio-Economic Planning Sciences, Elsevier, vol. 44(3), pages 151-160, September.
  3. Sebastian K. Stankiewicz & Rafael Auras & Susan Selke, 2019. "Modeling American Household Fluid Milk Consumption and their Resulting Greenhouse Gas Emissions," Sustainability, MDPI, vol. 11(7), pages 1-16, April.
  4. Bohui Liang & Ayten Turkcan & Mehmet Erkan Ceyhan & Keith Stuart, 2015. "Improvement of chemotherapy patient flow and scheduling in an outpatient oncology clinic," International Journal of Production Research, Taylor & Francis Journals, vol. 53(24), pages 7177-7190, December.
  5. 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, INFORMS, vol. 9(2), pages 121-135, June.
  6. Volland, Jonas & Fügener, Andreas & Schoenfelder, Jan & Brunner, Jens O., 2017. "Material logistics in hospitals: A literature review," Omega, Elsevier, vol. 69(C), pages 82-101.
  7. Veneklaas, W. & Leeftink, A.G. & van Boekel, P.H.C.M. & Hans, E.W., 2021. "On the design, implementation, and feasibility of hospital admission services: The admission lounge case," Omega, Elsevier, vol. 100(C).
  8. J Bowers, 2010. "Waiting list behaviour and the consequences for NHS targets," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(2), pages 246-254, February.
  9. Kim, Seung-Chul & Horowitz, Ira, 2002. "Scheduling hospital services: the efficacy of elective-surgery quotas," Omega, Elsevier, vol. 30(5), pages 335-346, October.
  10. Belií«n, Jeroen & Demeulemeester, Erik, 2008. "A branch-and-price approach for integrating nurse and surgery scheduling," European Journal of Operational Research, Elsevier, vol. 189(3), pages 652-668, September.
  11. C Vasilakis & B G Sobolev & L Kuramoto & A R Levy, 2007. "A simulation study of scheduling clinic appointments in surgical care: individual surgeon versus pooled lists," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(2), pages 202-211, February.
  12. Lixiang Jiang & Ronald Giachetti, 2008. "A queueing network model to analyze the impact of parallelization of care on patient cycle time," Health Care Management Science, Springer, vol. 11(3), pages 248-261, September.
  13. Hämäläinen, Raimo P. & Lahtinen, Tuomas J., 2016. "Path dependence in Operational Research—How the modeling process can influence the results," Operations Research Perspectives, Elsevier, vol. 3(C), pages 14-20.
  14. S C Brailsford & V A Lattimer & P Tarnaras & J C Turnbull, 2004. "Emergency and on-demand health care: modelling a large complex system," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(1), pages 34-42, January.
  15. R B van der Meer & L A Rymaszewski & H Findlay & J Curran, 2005. "Using OR to support the development of an integrated musculo-skeletal service," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(2), pages 162-172, February.
  16. Abo-Hamad, Waleed & Arisha, Amr, 2013. "Simulation-based framework to improve patient experience in an emergency department," European Journal of Operational Research, Elsevier, vol. 224(1), pages 154-166.
  17. Ruth Davies & David Bensley, 2005. "Editorial," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(2), pages 123-125, February.
  18. K J Glowacka & R M Henry & J H May, 2009. "A hybrid data mining/simulation approach for modelling outpatient no-shows in clinic scheduling," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(8), pages 1056-1068, August.
  19. Renata Kopach & Po-Ching DeLaurentis & Mark Lawley & Kumar Muthuraman & Leyla Ozsen & Ron Rardin & Hong Wan & Paul Intrevado & Xiuli Qu & Deanna Willis, 2007. "Effects of clinical characteristics on successful open access scheduling," Health Care Management Science, Springer, vol. 10(2), pages 111-124, June.
  20. K Taylor & B Dangerfield, 2005. "Modelling the feedback effects of reconfiguring health services," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(6), pages 659-675, June.
  21. Defraeye, Mieke & Van Nieuwenhuyse, Inneke, 2016. "Staffing and scheduling under nonstationary demand for service: A literature review," Omega, Elsevier, vol. 58(C), pages 4-25.
  22. K Katsaliaki & N Mustafee & Y K Dwivedi & T Williams & J M Wilson, 2010. "A profile of OR research and practice published in the Journal of the Operational Research Society," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(1), pages 82-94, January.
  23. Danny Segev & Retsef Levi & Peter Dunn & Warren Sandberg, 2012. "Modeling the impact of changing patient transportation systems on peri-operative process performance in a large hospital: insights from a computer simulation study," Health Care Management Science, Springer, vol. 15(2), pages 155-169, June.
  24. Weiwei Zhang & Shiyong Liu & Nathaniel Osgood & Hongli Zhu & Ying Qian & Peng Jia, 2023. "Using simulation modelling and systems science to help contain COVID‐19: A systematic review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 40(1), pages 207-234, January.
  25. Yuta Kanai & Hideaki Takagi, 2021. "Markov chain analysis for the neonatal inpatient flow in a hospital," Health Care Management Science, Springer, vol. 24(1), pages 92-116, March.
  26. Michael Samudra & Carla Van Riet & Erik Demeulemeester & Brecht Cardoen & Nancy Vansteenkiste & Frank E. Rademakers, 2016. "Scheduling operating rooms: achievements, challenges and pitfalls," Journal of Scheduling, Springer, vol. 19(5), pages 493-525, October.
  27. Thomas Rohleder & Peter Lewkonia & Diane Bischak & Paul Duffy & Rosa Hendijani, 2011. "Using simulation modeling to improve patient flow at an outpatient orthopedic clinic," Health Care Management Science, Springer, vol. 14(2), pages 135-145, June.
  28. Mielczarek, Bożena, 2014. "Simulation modelling for contracting hospital emergency services at the regional level," European Journal of Operational Research, Elsevier, vol. 235(1), pages 287-299.
  29. 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.
  30. Eren Demir & Christos Vasilakis & Reda Lebcir & David Southern, 2015. "A simulation-based decision support tool for informing the management of patients with Parkinson’s disease," International Journal of Production Research, Taylor & Francis Journals, vol. 53(24), pages 7238-7251, December.
  31. Cisnetto, Valentina & Barlow, James, 2020. "The development of complex and controversial innovations. Genetically modified mosquitoes for malaria eradication," Research Policy, Elsevier, vol. 49(3).
  32. 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.
  33. S J E Taylor & T Eldabi & G Riley & R J Paul & M Pidd, 2009. "Simulation modelling is 50! Do we need a reality check?," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 69-82, May.
  34. Maria Di Mascolo & Alexia Gouin, 2013. "A generic simulation model to assess the performance of sterilization services in health establishments," Health Care Management Science, Springer, vol. 16(1), pages 45-61, March.
  35. Mohammadi Bidhandi, Hadi & Patrick, Jonathan & Noghani, Pedram & Varshoei, Peyman, 2019. "Capacity planning for a network of community health services," European Journal of Operational Research, Elsevier, vol. 275(1), pages 266-279.
  36. K Cooper & S C Brailsford & R Davies, 2007. "Choice of modelling technique for evaluating health care interventions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(2), pages 168-176, February.
  37. Bożena Mielczarek, 2016. "Review of modelling approaches for healthcare simulation," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 26(1), pages 55-72.
  38. Jonathan E. Helm & Mark P. Van Oyen, 2014. "Design and Optimization Methods for Elective Hospital Admissions," Operations Research, INFORMS, vol. 62(6), pages 1265-1282, December.
  39. Navonil Mustafee & Korina Katsaliaki & Paul Fishwick, 2014. "Exploring the modelling and simulation knowledge base through journal co-citation analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(3), pages 2145-2159, March.
  40. Fermín Mallor & Cristina Azcárate, 2014. "Combining optimization with simulation to obtain credible models for intensive care units," Annals of Operations Research, Springer, vol. 221(1), pages 255-271, October.
  41. Marie Matta & Sarah Patterson, 2007. "Evaluating multiple performance measures across several dimensions at a multi-facility outpatient center," Health Care Management Science, Springer, vol. 10(2), pages 173-194, June.
  42. Cevin Zhang, 2023. "A Literature Study of Medical Simulations for Non-Technical Skills Training in Emergency Medicine: Twenty Years of Progress, an Integrated Research Framework, and Future Research Avenues," IJERPH, MDPI, vol. 20(5), pages 1-32, March.
  43. L. Mayhew & D. Smith, 2008. "Using queuing theory to analyse the Government’s 4-h completion time target in Accident and Emergency departments," Health Care Management Science, Springer, vol. 11(1), pages 11-21, March.
  44. R Ashton & L Hague & M Brandreth & D Worthington & S Cropper, 2005. "A simulation-based study of a NHS Walk-in Centre," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(2), pages 153-161, February.
  45. Amir Elalouf & Guy Wachtel, 2022. "Queueing Problems in Emergency Departments: A Review of Practical Approaches and Research Methodologies," SN Operations Research Forum, Springer, vol. 3(1), pages 1-46, March.
  46. Norazura Ahmad & Noraida Ghani & Anton Kamil & Razman Tahar & Aik Teo, 2012. "Evaluating Emergency Department Resource Capacity Using Simulation," Modern Applied Science, Canadian Center of Science and Education, vol. 6(11), pages 1-9, November.
  47. Yong-Hong Kuo & Omar Rado & Benedetta Lupia & Janny M. Y. Leung & Colin A. Graham, 2016. "Improving the efficiency of a hospital emergency department: a simulation study with indirectly imputed service-time distributions," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 120-147, June.
  48. H Pilgrim & J Chilcott, 2008. "Assessment of a 7-day turn-around for the reporting of cervical smear results using discrete event simulation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(7), pages 902-910, July.
  49. Gogi, Anastasia & Tako, Antuela A. & Robinson, Stewart, 2016. "An experimental investigation into the role of simulation models in generating insights," European Journal of Operational Research, Elsevier, vol. 249(3), pages 931-944.
  50. Chong Pan & Dali Zhang & Audrey Kon & Charity Wai & Woo Ang, 2015. "Patient flow improvement for an ophthalmic specialist outpatient clinic with aid of discrete event simulation and design of experiment," Health Care Management Science, Springer, vol. 18(2), pages 137-155, June.
  51. Tako, Antuela A. & Kotiadis, Kathy, 2015. "PartiSim: A multi-methodology framework to support facilitated simulation modelling in healthcare," European Journal of Operational Research, Elsevier, vol. 244(2), pages 555-564.
  52. K Katsaliaki & N Mustafee, 2011. "Applications of simulation within the healthcare context," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(8), pages 1431-1451, August.
  53. 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.
  54. Arnoud Bruin & A. Rossum & M. Visser & G. Koole, 2007. "Modeling the emergency cardiac in-patient flow: an application of queuing theory," Health Care Management Science, Springer, vol. 10(2), pages 125-137, June.
  55. Bowers, John & Mould, Gillian, 2004. "Managing uncertainty in orthopaedic trauma theatres," European Journal of Operational Research, Elsevier, vol. 154(3), pages 599-608, May.
  56. Cristian Mahulea & Liliana Mahulea & Juan Manuel García Soriano & José Manuel Colom, 2018. "Modular Petri net modeling of healthcare systems," Flexible Services and Manufacturing Journal, Springer, vol. 30(1), pages 329-357, June.
  57. Matthew Reynolds & Christos Vasilakis & Monsey McLeod & Nicholas Barber & Ann Mounsey & Sue Newton & Ann Jacklin & Bryony Franklin, 2011. "Using discrete event simulation to design a more efficient hospital pharmacy for outpatients," Health Care Management Science, Springer, vol. 14(3), pages 223-236, September.
  58. Song-Hee Kim & Ward Whitt & Won Chul Cha, 2018. "A Data-Driven Model of an Appointment-Generated Arrival Process at an Outpatient Clinic," INFORMS Journal on Computing, INFORMS, vol. 30(1), pages 181-199, February.
  59. Ran Liu & Xiaolan Xie, 2018. "Physician Staffing for Emergency Departments with Time-Varying Demand," INFORMS Journal on Computing, INFORMS, vol. 30(3), pages 588-607, August.
  60. John Bowers, 2011. "Simulating waiting list management," Health Care Management Science, Springer, vol. 14(3), pages 292-298, September.
  61. Hui Zhang & Thomas J. Best & Anton Chivu & David O. Meltzer, 2020. "Simulation-based optimization to improve hospital patient assignment to physicians and clinical units," Health Care Management Science, Springer, vol. 23(1), pages 117-141, March.
  62. Beate Jahn & Sarah Friedrich & Joachim Behnke & Joachim Engel & Ursula Garczarek & Ralf Münnich & Markus Pauly & Adalbert Wilhelm & Olaf Wolkenhauer & Markus Zwick & Uwe Siebert & Tim Friede, 2022. "On the role of data, statistics and decisions in a pandemic," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(3), pages 349-382, September.
  63. Carter, Michael W. & Busby, Carolyn R., 2023. "How can operational research make a real difference in healthcare? Challenges of implementation," European Journal of Operational Research, Elsevier, vol. 306(3), pages 1059-1068.
  64. Alan Brennan & Stephen E. Chick & Ruth Davies, 2006. "A taxonomy of model structures for economic evaluation of health technologies," Health Economics, John Wiley & Sons, Ltd., vol. 15(12), pages 1295-1310, December.
  65. Ali Janati & Djavad Nejad & Mehdi Ariafar & Seyyedeh Roghayyeh Mirshojaee & Mohammad Mahdavi Moghaddam & Saaied Ghodousi Nejad & Majid Ghodousi Nejad & Morteza Arab Zozani & Ali Vafaee & Elham Baghban, 2016. "Optimization of Nurse Numbers in Emergency Department of a District Hospital in a Developing Country Iran, 2014," Modern Applied Science, Canadian Center of Science and Education, vol. 10(5), pages 1-41, May.
  66. 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.
  67. Vahab Vahdat & Jacqueline Griffin & James E. Stahl, 2018. "Decreasing patient length of stay via new flexible exam room allocation policies in ambulatory care clinics," Health Care Management Science, Springer, vol. 21(4), pages 492-516, December.
  68. Thomas Rohleder & Diane Bischak & Leland Baskin, 2007. "Modeling patient service centers with simulation and system dynamics," Health Care Management Science, Springer, vol. 10(1), pages 1-12, February.
  69. Guillaume Lamé & Oualid Jouini & Julie Stal-Le Cardinal, 2017. "Combining the Viable System Model and Kotter’s 8 Steps for Multidepartment Integration in Hospitals," Post-Print hal-01519593, HAL.
  70. R Ceglowski & L Churilov & J Wasserthiel, 2007. "Combining Data Mining and Discrete Event Simulation for a value-added view of a hospital emergency department," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(2), pages 246-254, February.
  71. Ortiz-Barrios, Miguel & Arias-Fonseca, Sebastián & Ishizaka, Alessio & Barbati, Maria & Avendaño-Collante, Betty & Navarro-Jiménez, Eduardo, 2023. "Artificial intelligence and discrete-event simulation for capacity management of intensive care units during the Covid-19 pandemic: A case study," Journal of Business Research, Elsevier, vol. 160(C).
  72. Willoughby, Keith A. & Chan, Benjamin T.B. & Marques, Shauna, 2016. "Using simulation to test ideas for improving speech language pathology services," European Journal of Operational Research, Elsevier, vol. 252(2), pages 657-664.
  73. A Fletcher & D Halsall & S Huxham & D Worthington, 2007. "The DH Accident and Emergency Department model: a national generic model used locally," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(12), pages 1554-1562, December.
  74. Shahverdi, Bahar & Tariverdi, Mersedeh & Miller-Hooks, Elise, 2020. "Assessing hospital system resilience to disaster events involving physical damage and Demand Surge," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
  75. 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.
  76. 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.
  77. Vincent Augusto & Xiaolan Xie, 2009. "Redesigning pharmacy delivery processes of a health care complex," Health Care Management Science, Springer, vol. 12(2), pages 166-178, June.
  78. Osorio, Carolina & Bierlaire, Michel, 2009. "An analytic finite capacity queueing network model capturing the propagation of congestion and blocking," European Journal of Operational Research, Elsevier, vol. 196(3), pages 996-1007, August.
  79. S Vanderby & M W Carter, 2010. "An evaluation of the applicability of system dynamics to patient flow modelling," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(11), pages 1572-1581, November.
  80. Persson, Marie & Persson, Jan A., 2009. "Health economic modeling to support surgery management at a Swedish hospital," Omega, Elsevier, vol. 37(4), pages 853-863, August.
  81. Boris Sobolev & David Harel & Christos Vasilakis & Adrian Levy, 2008. "Using the Statecharts paradigm for simulation of patient flow in surgical care," Health Care Management Science, Springer, vol. 11(1), pages 79-86, March.
  82. David Oakley & Bhakti Stephan Onggo & Dave Worthington, 2020. "Symbiotic simulation for the operational management of inpatient beds: model development and validation using Δ-method," Health Care Management Science, Springer, vol. 23(1), pages 153-169, March.
  83. Adrian Fletcher & Dave Worthington, 2009. "What is a ‘generic’ hospital model?—a comparison of ‘generic’ and ‘specific’ hospital models of emergency patient flows," Health Care Management Science, Springer, vol. 12(4), pages 374-391, December.
  84. Kaya, Onur & Teymourifar, Aydin & Ozturk, Gurkan, 2020. "Analysis of different public policies through simulation to increase total social utility in a healthcare system," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
  85. David Dreyfus & Anand Nair & Srinivas Talluri, 2020. "The Impact of Chain Organization Size on Efficiency and Quality of Affiliated Facilities—Implications for Multi‐Unit Organizational Forms," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1605-1623, July.
  86. Lauren Cipriano & Bert Chesworth & Chris Anderson & Gregory Zaric, 2007. "Predicting joint replacement waiting times," Health Care Management Science, Springer, vol. 10(2), pages 195-215, June.
  87. Beate Jahn & Karl Peter Pfeiffer & Engelbert Theurl & Jean-Eric Tarride & Ron Goeree, 2010. "Capacity Constraints and Cost-Effectiveness: A Discrete Event Simulation for Drug-Eluting Stents," Medical Decision Making, , vol. 30(1), pages 16-28, January.
  88. S Robinson, 2005. "Discrete-event simulation: from the pioneers to the present, what next?," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(6), pages 619-629, June.
  89. K J Cairns & A H Marshall & F Kee, 2011. "Using simulation to assess cardiac first-responder schemes exhibiting stochastic and spatial complexities," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(6), pages 982-991, June.
  90. L. Jeff Hong & Guangxin Jiang, 2019. "Offline Simulation Online Application: A New Framework of Simulation-Based Decision Making," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 36(06), pages 1-22, December.
  91. Brailsford, S.C. & Harper, P.R. & Sykes, J., 2012. "Incorporating human behaviour in simulation models of screening for breast cancer," European Journal of Operational Research, Elsevier, vol. 219(3), pages 491-507.
  92. Chi-Lun Rau & Pei-Fang Tsai & Sheau-Farn Liang & Jhih-Cian Tan & Hong-Cheng Syu & Yue-Ling Jheng & Ting-Syuan Ciou & Fu-Shan Jaw, 2013. "Using discrete-event simulation in strategic capacity planning for an outpatient physical therapy service," Health Care Management Science, Springer, vol. 16(4), pages 352-365, December.
  93. Mahdavi, Mahdi & Malmström, Tomi & van de Klundert, Joris & Elkhuizen, Sylvia & Vissers, Jan, 2013. "Generic operational models in health service operations management: A systematic review," Socio-Economic Planning Sciences, Elsevier, vol. 47(4), pages 271-280.
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