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Mobile healthcare services in rural areas: an application with periodic location routing problem

In this study, we focus on the delivery of mobile healthcare services in rural areas, where doctors visit remote villages which do not have a healthcare facility nearby. The aim is to increase the accessibility of healthcare services for such population centers. We aim to determine the village assig...

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Detalles Bibliográficos
Autores principales: Savaşer, Sinem Kınay, Kara, Bahar Yetis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8921445/
https://www.ncbi.nlm.nih.gov/pubmed/35309715
http://dx.doi.org/10.1007/s00291-022-00670-3
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author Savaşer, Sinem Kınay
Kara, Bahar Yetis
author_facet Savaşer, Sinem Kınay
Kara, Bahar Yetis
author_sort Savaşer, Sinem Kınay
collection PubMed
description In this study, we focus on the delivery of mobile healthcare services in rural areas, where doctors visit remote villages which do not have a healthcare facility nearby. The aim is to increase the accessibility of healthcare services for such population centers. We aim to determine the village assignments of the doctors, their monthly visit schedules and base hospitals where they start and end their tours. We model this as a periodic location routing problem and use the policies of Ministry of Health of Turkey as a basis for our mathematical formulation. These policies include the essential components of mobile healthcare services, namely, continuity of care and determining evenly distributed periodic visits. We determine the visit schedules, i.e. routes, of doctors endogenously while satisfying these policies. We also develop a heuristic algorithm based on a cluster first-route second approach and solve larger instances more effectively. The computational experiments support that this solution methodology can effectively find optimal or near-optimal solutions and improve the computational times significantly.
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spelling pubmed-89214452022-03-15 Mobile healthcare services in rural areas: an application with periodic location routing problem Savaşer, Sinem Kınay Kara, Bahar Yetis OR Spectr Original Article In this study, we focus on the delivery of mobile healthcare services in rural areas, where doctors visit remote villages which do not have a healthcare facility nearby. The aim is to increase the accessibility of healthcare services for such population centers. We aim to determine the village assignments of the doctors, their monthly visit schedules and base hospitals where they start and end their tours. We model this as a periodic location routing problem and use the policies of Ministry of Health of Turkey as a basis for our mathematical formulation. These policies include the essential components of mobile healthcare services, namely, continuity of care and determining evenly distributed periodic visits. We determine the visit schedules, i.e. routes, of doctors endogenously while satisfying these policies. We also develop a heuristic algorithm based on a cluster first-route second approach and solve larger instances more effectively. The computational experiments support that this solution methodology can effectively find optimal or near-optimal solutions and improve the computational times significantly. Springer Berlin Heidelberg 2022-03-15 2022 /pmc/articles/PMC8921445/ /pubmed/35309715 http://dx.doi.org/10.1007/s00291-022-00670-3 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022 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
Savaşer, Sinem Kınay
Kara, Bahar Yetis
Mobile healthcare services in rural areas: an application with periodic location routing problem
title Mobile healthcare services in rural areas: an application with periodic location routing problem
title_full Mobile healthcare services in rural areas: an application with periodic location routing problem
title_fullStr Mobile healthcare services in rural areas: an application with periodic location routing problem
title_full_unstemmed Mobile healthcare services in rural areas: an application with periodic location routing problem
title_short Mobile healthcare services in rural areas: an application with periodic location routing problem
title_sort mobile healthcare services in rural areas: an application with periodic location routing problem
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8921445/
https://www.ncbi.nlm.nih.gov/pubmed/35309715
http://dx.doi.org/10.1007/s00291-022-00670-3
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