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A three-step framework for capacity planning in a nursing home context
This paper presents a three-step conceptual framework that can be used to structure the care-related capacity planning process in a nursing home context. The proposed framework provides a sound practical vehicle to organise client-centred care without overstretching available capacity. Within this f...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10583635/ https://www.ncbi.nlm.nih.gov/pubmed/37860597 http://dx.doi.org/10.1080/20476965.2022.2062461 |
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author | Dieleman, Nanne A. Buitink, Martijn Bekker, René Moeke, Dennis |
author_facet | Dieleman, Nanne A. Buitink, Martijn Bekker, René Moeke, Dennis |
author_sort | Dieleman, Nanne A. |
collection | PubMed |
description | This paper presents a three-step conceptual framework that can be used to structure the care-related capacity planning process in a nursing home context. The proposed framework provides a sound practical vehicle to organise client-centred care without overstretching available capacity. Within this framework, an MILP for shift scheduling and a Genetic Algorithm (GA) for task-scheduling are proposed. To investigate the performance of the proposed framework, it is benchmarked against the current situation. The results show that considerable improvements can be achieved in terms of efficiency and waiting time. More specifically, it is shown that very modest waiting times can be achieved without exceeding available capacity, despite the fluctuations in care demand across the day. |
format | Online Article Text |
id | pubmed-10583635 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-105836352023-10-19 A three-step framework for capacity planning in a nursing home context Dieleman, Nanne A. Buitink, Martijn Bekker, René Moeke, Dennis Health Syst (Basingstoke) Research Article This paper presents a three-step conceptual framework that can be used to structure the care-related capacity planning process in a nursing home context. The proposed framework provides a sound practical vehicle to organise client-centred care without overstretching available capacity. Within this framework, an MILP for shift scheduling and a Genetic Algorithm (GA) for task-scheduling are proposed. To investigate the performance of the proposed framework, it is benchmarked against the current situation. The results show that considerable improvements can be achieved in terms of efficiency and waiting time. More specifically, it is shown that very modest waiting times can be achieved without exceeding available capacity, despite the fluctuations in care demand across the day. Taylor & Francis 2022-05-21 /pmc/articles/PMC10583635/ /pubmed/37860597 http://dx.doi.org/10.1080/20476965.2022.2062461 Text en © 2022 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent. |
spellingShingle | Research Article Dieleman, Nanne A. Buitink, Martijn Bekker, René Moeke, Dennis A three-step framework for capacity planning in a nursing home context |
title | A three-step framework for capacity planning in a nursing home context |
title_full | A three-step framework for capacity planning in a nursing home context |
title_fullStr | A three-step framework for capacity planning in a nursing home context |
title_full_unstemmed | A three-step framework for capacity planning in a nursing home context |
title_short | A three-step framework for capacity planning in a nursing home context |
title_sort | three-step framework for capacity planning in a nursing home context |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10583635/ https://www.ncbi.nlm.nih.gov/pubmed/37860597 http://dx.doi.org/10.1080/20476965.2022.2062461 |
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