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An application of optimal control in medical systems: optimal investment strategy in doctors

Health care is ever more important with the aging population and with the increased awareness of the importance of the medical systems due to the corona crisis that showed the capacity of the health care infrastructure, especially in terms of numbers of health care personnel such as doctors, was not...

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Detalles Bibliográficos
Autores principales: Akan, Mustafa, Geçici, Ebru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813457/
https://www.ncbi.nlm.nih.gov/pubmed/36624833
http://dx.doi.org/10.1007/s13721-022-00408-9
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author Akan, Mustafa
Geçici, Ebru
author_facet Akan, Mustafa
Geçici, Ebru
author_sort Akan, Mustafa
collection PubMed
description Health care is ever more important with the aging population and with the increased awareness of the importance of the medical systems due to the corona crisis that showed the capacity of the health care infrastructure, especially in terms of numbers of health care personnel such as doctors, was not sufficient. Assuming that the number of doctors per patient is one of the determinants of patient satisfaction, optimal investments in new doctors, specialist doctors and foreign doctors are analyzed. Optimal Control Theory is employed to determine the optimal investment strategy for new doctors (new graduates), specialists and foreign doctors to maximize the net (of costs) patient satisfaction over a fixed time horizon. It is found that a nation with an insufficient number of total doctors and specialist doctors at the beginning of the planning horizon should increase the investment in new doctors as a quadratic function of time, increase the local specialist doctors linearly, while employing foreign doctors as to equate their cost to the marginal satisfaction of patients.
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spelling pubmed-98134572023-01-05 An application of optimal control in medical systems: optimal investment strategy in doctors Akan, Mustafa Geçici, Ebru Netw Model Anal Health Inform Bioinform Original Article Health care is ever more important with the aging population and with the increased awareness of the importance of the medical systems due to the corona crisis that showed the capacity of the health care infrastructure, especially in terms of numbers of health care personnel such as doctors, was not sufficient. Assuming that the number of doctors per patient is one of the determinants of patient satisfaction, optimal investments in new doctors, specialist doctors and foreign doctors are analyzed. Optimal Control Theory is employed to determine the optimal investment strategy for new doctors (new graduates), specialists and foreign doctors to maximize the net (of costs) patient satisfaction over a fixed time horizon. It is found that a nation with an insufficient number of total doctors and specialist doctors at the beginning of the planning horizon should increase the investment in new doctors as a quadratic function of time, increase the local specialist doctors linearly, while employing foreign doctors as to equate their cost to the marginal satisfaction of patients. Springer Vienna 2023-01-05 2023 /pmc/articles/PMC9813457/ /pubmed/36624833 http://dx.doi.org/10.1007/s13721-022-00408-9 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Akan, Mustafa
Geçici, Ebru
An application of optimal control in medical systems: optimal investment strategy in doctors
title An application of optimal control in medical systems: optimal investment strategy in doctors
title_full An application of optimal control in medical systems: optimal investment strategy in doctors
title_fullStr An application of optimal control in medical systems: optimal investment strategy in doctors
title_full_unstemmed An application of optimal control in medical systems: optimal investment strategy in doctors
title_short An application of optimal control in medical systems: optimal investment strategy in doctors
title_sort application of optimal control in medical systems: optimal investment strategy in doctors
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813457/
https://www.ncbi.nlm.nih.gov/pubmed/36624833
http://dx.doi.org/10.1007/s13721-022-00408-9
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