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Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration

In this paper, we use a fixed template of slots for the online scheduling of appointments. The template is a link between planning the service capacity at a tactical level and online scheduling at an operational level. We develop a detailed heuristic for the case of drug administration appointments...

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Autores principales: Hesaraki, Alireza F., Dellaert, Nico P., de Kok, Ton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011299/
https://www.ncbi.nlm.nih.gov/pubmed/36319888
http://dx.doi.org/10.1007/s10729-022-09616-1
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author Hesaraki, Alireza F.
Dellaert, Nico P.
de Kok, Ton
author_facet Hesaraki, Alireza F.
Dellaert, Nico P.
de Kok, Ton
author_sort Hesaraki, Alireza F.
collection PubMed
description In this paper, we use a fixed template of slots for the online scheduling of appointments. The template is a link between planning the service capacity at a tactical level and online scheduling at an operational level. We develop a detailed heuristic for the case of drug administration appointments in outpatient chemotherapy. However, the approach can be applied to online scheduling in other application areas as well. The desired scheduling principles are incorporated into the cost coefficients of the objective function of a binary integer program for booking appointments in the template, as requests arrive. The day and time of appointments are decided simultaneously, rather than sequentially, where optimal solutions may be eliminated from the search. The service that we consider in this paper is an example to show the versatility of a fixed template online scheduling model. It requires two types of resource, one of which is exclusively assigned for the whole appointment duration, and the other is shared among multiple appointments after setting up the service. There is high heterogeneity among appointments on a day of this service. The appointments may range from fifteen minutes to more than eight hours. A fixed template gives a pattern for the scheduling of possibly required steps before the service. Instead of maximizing the fill-rate of the template, the objective of our heuristic is to have high performance in multiple indicators pertaining to various stakeholders (patients, nurses, and the clinic). By simulation, we illustrate the performance of the fixed template model for the key indicators.
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spelling pubmed-100112992023-03-15 Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration Hesaraki, Alireza F. Dellaert, Nico P. de Kok, Ton Health Care Manag Sci Article In this paper, we use a fixed template of slots for the online scheduling of appointments. The template is a link between planning the service capacity at a tactical level and online scheduling at an operational level. We develop a detailed heuristic for the case of drug administration appointments in outpatient chemotherapy. However, the approach can be applied to online scheduling in other application areas as well. The desired scheduling principles are incorporated into the cost coefficients of the objective function of a binary integer program for booking appointments in the template, as requests arrive. The day and time of appointments are decided simultaneously, rather than sequentially, where optimal solutions may be eliminated from the search. The service that we consider in this paper is an example to show the versatility of a fixed template online scheduling model. It requires two types of resource, one of which is exclusively assigned for the whole appointment duration, and the other is shared among multiple appointments after setting up the service. There is high heterogeneity among appointments on a day of this service. The appointments may range from fifteen minutes to more than eight hours. A fixed template gives a pattern for the scheduling of possibly required steps before the service. Instead of maximizing the fill-rate of the template, the objective of our heuristic is to have high performance in multiple indicators pertaining to various stakeholders (patients, nurses, and the clinic). By simulation, we illustrate the performance of the fixed template model for the key indicators. Springer US 2022-11-02 2023 /pmc/articles/PMC10011299/ /pubmed/36319888 http://dx.doi.org/10.1007/s10729-022-09616-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Hesaraki, Alireza F.
Dellaert, Nico P.
de Kok, Ton
Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration
title Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration
title_full Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration
title_fullStr Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration
title_full_unstemmed Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration
title_short Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration
title_sort online scheduling using a fixed template: the case of outpatient chemotherapy drug administration
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011299/
https://www.ncbi.nlm.nih.gov/pubmed/36319888
http://dx.doi.org/10.1007/s10729-022-09616-1
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