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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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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. |
format | Online Article Text |
id | pubmed-8921445 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT savasersinemkınay mobilehealthcareservicesinruralareasanapplicationwithperiodiclocationroutingproblem AT karabaharyetis mobilehealthcareservicesinruralareasanapplicationwithperiodiclocationroutingproblem |