2,686
Views
42
CrossRef citations to date
0
Altmetric
Original Articles

A novel healthcare resource allocation decision support tool: A forecasting-simulation-optimization approach

ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon
Pages 485-500 | Received 25 Dec 2018, Accepted 17 Nov 2019, Published online: 03 Feb 2020

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

Read on this site (5)

Elvan Gökalp, M. Selim Cakir & Hasan Satis. (2024) Dynamic capacity planning of hospital resources under COVID-19 uncertainty using approximate dynamic programming. Journal of the Operational Research Society 75:1, pages 13-25.
Read now
Hadi Ghayoomi, Elise Miller-Hooks, Mersedeh Tariverdi, John Shortle & Thomas D. Kirsch. (2023) Maximizing hospital capacity to serve pandemic patient surge in hot spots via queueing theory and microsimulation. IISE Transactions on Healthcare Systems Engineering 13:4, pages 314-332.
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
Sheema Noorain, Maria Paola Scaparra & Kathy Kotiadis. (2023) Mind the gap: a review of optimisation in mental healthcare service delivery. Health Systems 12:2, pages 133-166.
Read now
Richard M. Wood, Simon J. Moss, Ben J. Murch, Chris Davies & Christos Vasilakis. Improving COVID-19 vaccination centre operation through computer modelling and simulation. Health Systems 0:0, pages 1-15.
Read now

Articles from other publishers (37)

D. Dsilva Winfred Rufuss, K. S. Sonu Ashritha & L. Suganthi. (2024) Green energy revolution: A unique approach for energy forecasting and optimization towards sustainable energy planning and social development. Environment, Development and Sustainability.
Crossref
Miguel Ortiz-Barrios, Antonella Petrillo, Sebastián Arias-Fonseca, Sally McClean, Fabio de Felice, Chris Nugent & Sheyla-Ariany Uribe-López. (2024) An AI-based multiphase framework for improving the mechanical ventilation availability in emergency departments during respiratory disease seasons: a case study. International Journal of Emergency Medicine 17:1.
Crossref
Levent Eriskin, Mumtaz Karatas & Yu-Jun Zheng. (2022) A robust multi-objective model for healthcare resource management and location planning during pandemics. Annals of Operations Research 335:3, pages 1471-1518.
Crossref
Jamie Wheaton, Ben Ford, Agnes Nairn & Sharon Collard. (2024) Towards a conceptual framework for the prevention of gambling-related harms: Findings from a scoping review. PLOS ONE 19:3, pages e0298005.
Crossref
Su-Wen Huang, Shao-Jen Weng, Shyue-Yow Chiou, Thi-Duong Nguyen, Chih-Hao Chen, Shih-Chia Liu & Yao-Te Tsai. (2024) A Study on Decision-Making for Improving Service Efficiency in Hospitals. Healthcare 12:3, pages 405.
Crossref
Hanze Qin, Jialu Yang, Tianle Lu & Yuanchen Fang. 2024. Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023). Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023) 1060 1071 .
Hong Wang, Xinyu Li, Xiaolong Ou, Yaofa Su & Zhifu Zhang. 2024. Data Mining and Big Data. Data Mining and Big Data 244 259 .
Bernardine Chigozie Chidozie, Ana Luísa Ramos & José Vasconcelos Ferreira. 2024. Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems. Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems 671 678 .
Yogesh Rathore, Upasana Sinha, Jaysing Pandurang Haladkar, Nilesh R. Mate, Supriya Ashok Bhosale & Santoshkumar Vaman Chobe. (2023) Optimizing Patient Flow and Resource Allocation in Hospitals using AI. Optimizing Patient Flow and Resource Allocation in Hospitals using AI.
Jifan Zhang, Salih Tutun, Samira Fazel Anvaryazdi, Mohammadhossein Amini, Durai Sundaramoorthi & Hema Sundaramoorthi. (2023) Management of resource sharing in emergency response using data-driven analytics. Annals of Operations Research.
Crossref
Chengye Zou, Junwei Wang & Yao Cheng. (2023) Critical Department Analysis for Large-Scale Outpatient Systems. IEEE Transactions on Computational Social Systems 10:6, pages 3194-3203.
Crossref
Younes Mahmoudian, Arash Nemati & Abdul Sattar Safaei. (2023) A forecasting approach for hospital bed capacity planning using machine learning and deep learning with application to public hospitals. Healthcare Analytics 4, pages 100245.
Crossref
Seyedeh M. Najibi, Farhad Lotfi, Erfan Kharazmi, Payam Farhadi, Payam Shojaei, Peivand Bastani & Zahra Kavosi. (2022) Identification and prioritization of indicators of hospital bed allocation in Iran. World Medical & Health Policy 15:4, pages 356-379.
Crossref
Teddy Lazebnik. (2023) Data-driven hospitals staff and resources allocation using agent-based simulation and deep reinforcement learning. Engineering Applications of Artificial Intelligence 126, pages 106783.
Crossref
Stefano Abbate, Piera Centobelli, Roberto Cerchione, Eugenio Oropallo & Emanuela Riccio. (2023) Investigating Healthcare 4.0 Transition Through a Knowledge Management Perspective. IEEE Transactions on Engineering Management 70:9, pages 3297-3310.
Crossref
Sana Jalilvand, Saeideh Heidari, Zahra Mohammadnazari, Amir Aghsami, Erfan Rabbani & Masoud Rabbani. (2023) A Bi-objective Organ Transplant Supply Chain Network with Recipient Priority Considering Carbon Emission Under Uncertainty, a Case Study. Process Integration and Optimization for Sustainability 7:4, pages 709-727.
Crossref
Yikai Liu, Ruozheng Wu & Aimin Yang. (2023) Research on Medical Problems Based on Mathematical Models. Mathematics 11:13, pages 2842.
Crossref
Miguel Ortiz-Barrios, Sebastián Arias-Fonseca, Alessio Ishizaka, Maria Barbati, Betty Avendaño-Collante & Eduardo Navarro-Jiménez. (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 160, pages 113806.
Crossref
Gökay Yörük, Ugur Bac, Fatma Yerlikaya-Özkurt & Kamil Demirberk Ünlü. (2023) Strategic Electricity Production Planning of Turkey via Mixed Integer Programming Based on Time Series Forecasting. Mathematics 11:8, pages 1865.
Crossref
Victor Chang, Le Minh Thao Doan, Qianwen Ariel Xu, Karl Hall, Yuanyuan Anna Wang & Muhammad Mustafa Kamal. (2023) Digitalization in omnichannel healthcare supply chain businesses: The role of smart wearable devices. Journal of Business Research 156, pages 113369.
Crossref
Upasana Pandey, Nidhi & Rahmat Imam Rahbar. (2023) Hospital Resource Management -A Survey. Hospital Resource Management -A Survey.
Elham Shaker Ardakani, Niloofar Gilani Larimi, Maryam Oveysi Nejad, Mahsa Madani Hosseini & Manaf Zargoush. (2023) A resilient, robust transformation of healthcare systems to cope with COVID-19 through alternative resources. Omega 114, pages 102750.
Crossref
Fabiola M. Martinez-Licona, Raul E. Molina-Salazar & Alma E. Martinez-Licona. 2023. 19th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics. 19th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics 205 214 .
Hui Yang & Bing YaoHui Yang & Bing Yao. 2023. Sensing, Modeling and Optimization of Cardiac Systems. Sensing, Modeling and Optimization of Cardiac Systems 71 85 .
Seyede Maryam Najibi, Seyed Hosein Seyedi, Payam Farhadi, Erfan Kharazmi, Payam Shojaei, Sajad Delavari, Farhad Lotfi & Zahra kavosi. (2022) Development of a model for predicting hospital beds shortage and optimal policies using system dynamics approach. BMC Health Services Research 22:1.
Crossref
Alberto Guastalla, Emilio Sulis, Roberto Aringhieri, Stefano Branchi, Chiara Di Francescomarino & Chiara Ghidini. (2022) Workshift Scheduling Using Optimization and Process Mining Techniques: An Application in Healthcare. Workshift Scheduling Using Optimization and Process Mining Techniques: An Application in Healthcare.
Gang Li, Ping Wang & Raktim Pal. (2022) Measuring sustainable technology R&D innovation in China: A unified approach using DEA-SBM and projection analysis. Expert Systems with Applications 209, pages 118393.
Crossref
Andrea Marheim Storås, Robindra Prabhu, Hugo Lewi Hammer & Inga Strümke. (2022) Bias og kvantitativ analyse innen velferd. Tidsskrift for velferdsforskning 25:3, pages 1-24.
Crossref
Lina Aboueljinane & Youness Frichi. (2022) A simulation optimization approach to investigate resource planning and coordination mechanisms in emergency systems. Simulation Modelling Practice and Theory 119, pages 102586.
Crossref
Emily Eyles, Maria Theresa Redaniel, Tim Jones, Marion Prat & Tim Keen. (2022) Can we accurately forecast non-elective bed occupancy and admissions in the NHS? A time-series MSARIMA analysis of longitudinal data from an NHS Trust. BMJ Open 12:4, pages e056523.
Crossref
Mahdieh Tavakoli, Reza Tavakkoli-Moghaddam, Reza Mesbahi, Mohssen Ghanavati-Nejad & Amirreza Tajally. (2022) Simulation of the COVID-19 patient flow and investigation of the future patient arrival using a time-series prediction model: a real-case study. Medical & Biological Engineering & Computing 60:4, pages 969-990.
Crossref
Anas A. Makki, Hatem F. Sindi, Hani Brdesee, Wafaa Alsaggaf, Abdulmonem Al-Hayani & Abdulrahman O. Al-Youbi. (2022) Goal Programming and Mathematical Modelling for Developing a Capacity Planning Decision Support System-Based Framework in Higher Education Institutions. Applied Sciences 12:3, pages 1702.
Crossref
Chih-Hao Chen, Yao-Te Tsai, Chun-An Chou, Shao-Jen Weng, Wen-Chin Lee, Li-Wei Hsiao, Natan Derek & Chang-Pu Ko. (2022) Evaluating Different Strategies on the Blood Collection Counter Settings to Improve Patient Waiting Time in Outpatient Units. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 59, pages 004695802210957.
Crossref
Pasquale Legato, Rina Mary Mazza & Giancarlo Fortino. (2022) A multi-level simulation-based optimization framework for IoT-enabled elderly care systems. Simulation Modelling Practice and Theory 114, pages 102420.
Crossref
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
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
Thyago C. C. Nepomuceno, Wilka M. N. Silva, Késsia T. C. Nepomuceno & Isloana K. F. Barros. (2020) A DEA-Based Complexity of Needs Approach for Hospital Beds Evacuation during the COVID-19 Outbreak. Journal of Healthcare Engineering 2020, pages 1-9.
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.