Demand analysis and capacity management for hospital emergencies using advanced forecasting models and stochastic simulation
Author
Abstract
Suggested Citation
DOI: 10.1016/j.orp.2021.100208
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- 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.
- José Guajardo & Richard Weber & Jaime Miranda, 2006. "A Forecasting Methodology Using Support Vector Regression and Dynamic Feature Selection," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 5(04), pages 329-335.
- Pai‐Hsuen Chen & Chih‐Jen Lin & Bernhard Schölkopf, 2005. "A tutorial on ν‐support vector machines," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 21(2), pages 111-136, March.
- Roman Kapuscinski & Rachel Q. Zhang & Paul Carbonneau & Robert Moore & Bill Reeves, 2004. "Inventory Decisions in Dell's Supply Chain," Interfaces, INFORMS, vol. 34(3), pages 191-205, June.
- 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.
- Panagiota Galetsi & Korina Katsaliaki, 2020. "A review of the literature on big data analytics in healthcare," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(10), pages 1511-1529, October.
- Min, Daiki & Yih, Yuehwern, 2010. "Scheduling elective surgery under uncertainty and downstream capacity constraints," European Journal of Operational Research, Elsevier, vol. 206(3), pages 642-652, November.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- 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.
- Sebastian Rachuba & Brigitte Werners, 2017. "A fuzzy multi-criteria approach for robust operating room schedules," Annals of Operations Research, Springer, vol. 251(1), pages 325-350, April.
- Zhang, Yu & Wang, Yu & Tang, Jiafu & Lim, Andrew, 2020. "Mitigating overtime risk in tactical surgical scheduling," Omega, Elsevier, vol. 93(C).
- Bernardetta Addis & Giuliana Carello & Andrea Grosso & Elena Tànfani, 2016. "Operating room scheduling and rescheduling: a rolling horizon approach," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 206-232, June.
- Range, Troels Martin & Kozlowski, Dawid & Petersen, Niels Chr., 2019. "Dynamic job assignment: A column generation approach with an application to surgery allocation," European Journal of Operational Research, Elsevier, vol. 272(1), pages 78-93.
- 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.
- Basile, L.J. & Carbonara, N. & Panniello, U. & Pellegrino, R., 2024. "The role of big data analytics in improving the quality of healthcare services in the Italian context: The mediating role of risk management," Technovation, Elsevier, vol. 133(C).
- Kai Huang, 2014. "Benchmarking non-first-come-first-served component allocation in an assemble-to-order system," Annals of Operations Research, Springer, vol. 223(1), pages 217-237, December.
- Yuan Shi & Saied Mahdian & Jose Blanchet & Peter Glynn & Andrew Y. Shin & David Scheinker, 2023. "Surgical scheduling via optimization and machine learning with long-tailed data," Health Care Management Science, Springer, vol. 26(4), pages 692-718, December.
- Olof Stenius & Ayşe Gönül Karaarslan & Johan Marklund & A. G. de Kok, 2016. "Exact Analysis of Divergent Inventory Systems with Time-Based Shipment Consolidation and Compound Poisson Demand," Operations Research, INFORMS, vol. 64(4), pages 906-921, August.
- Luis Alfonso Menéndez García & Fernando Sánchez Lasheras & Paulino José García Nieto & Laura Álvarez de Prado & Antonio Bernardo Sánchez, 2020. "Predicting Benzene Concentration Using Machine Learning and Time Series Algorithms," Mathematics, MDPI, vol. 8(12), pages 1-22, December.
- Kumar, Ashwani & Costa, Alysson M. & Fackrell, Mark & Taylor, Peter G., 2018. "A sequential stochastic mixed integer programming model for tactical master surgery scheduling," European Journal of Operational Research, Elsevier, vol. 270(2), pages 734-746.
- Thomas Schneider, A.J. & Theresia van Essen, J. & Carlier, Mijke & Hans, Erwin W., 2020. "Scheduling surgery groups considering multiple downstream resources," European Journal of Operational Research, Elsevier, vol. 282(2), pages 741-752.
- Aringhieri, Roberto & Duma, Davide & Landa, Paolo & Mancini, Simona, 2022. "Combining workload balance and patient priority maximisation in operating room planning through hierarchical multi-objective optimisation," European Journal of Operational Research, Elsevier, vol. 298(2), pages 627-643.
- Natalia Menshutina & Elena Guseva & Diana Batyrgazieva & Igor Mitrofanov, 2021. "Information System for Selection of Conditions and Equipment for Mammalian Cell Cultivation," Data, MDPI, vol. 6(3), pages 1-17, February.
- Yan Deng & Siqian Shen & Brian Denton, 2019. "Chance-Constrained Surgery Planning Under Conditions of Limited and Ambiguous Data," INFORMS Journal on Computing, INFORMS, vol. 31(3), pages 559-575, July.
- Wang, Yu & Zhang, Yu & Tang, Jiafu, 2019. "A distributionally robust optimization approach for surgery block allocation," European Journal of Operational Research, Elsevier, vol. 273(2), pages 740-753.
- Eun, Joonyup & Kim, Sang-Phil & Yih, Yuehwern & Tiwari, Vikram, 2019. "Scheduling elective surgery patients considering time-dependent health urgency: Modeling and solution approaches," Omega, Elsevier, vol. 86(C), pages 137-153.
- Wang, Yu & Zhang, Yu & Tang, Jiafu, 2024. "Wasserstein distributionally robust surgery scheduling with elective and emergency patients," European Journal of Operational Research, Elsevier, vol. 314(2), pages 509-522.
- Zhenzhen Xu & Chunfu Shao & Shengyou Wang & Chunjiao Dong, 2020. "Analysis and Prediction Model of Resident Travel Satisfaction," Sustainability, MDPI, vol. 12(18), pages 1-15, September.
More about this item
Keywords
Health care management; Emergency capacity management; Forecasting models; Process design; Simulation;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:oprepe:v:8:y:2021:i:c:s2214716021000257. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/operations-research-perspectives .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.