A home health care districting problem in a rapid-growing city

ABSTRACT: The districting problem in home health care (HHC) is part of the logistics decisions that healthcare providers face when designing service networks to deliver coordinated medical care to patients' homes. In this paper we study such problem in the context of a rapid-growing city, pheno...

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Autores:
Gutiérrez Gutiérrez, Elena Valentina
Vidal Holguín, Carlos Julio
Tipo de recurso:
Article of investigation
Fecha de publicación:
2015
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/34431
Acceso en línea:
https://hdl.handle.net/10495/34431
Palabra clave:
Servicios de Atención a Domicilio Provisto por Hospital
Home Care Services, Hospital-Based
Administración industrial
Industrial Managemment
Zonificación
Zoning
Urbanismo
Rights
openAccess
License
https://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.title.spa.fl_str_mv A home health care districting problem in a rapid-growing city
dc.title.translated.spa.fl_str_mv Un problema de zonificación en servicios de hospitalización domiciliaria en una ciudad de rápido crecimiento
title A home health care districting problem in a rapid-growing city
spellingShingle A home health care districting problem in a rapid-growing city
Servicios de Atención a Domicilio Provisto por Hospital
Home Care Services, Hospital-Based
Administración industrial
Industrial Managemment
Zonificación
Zoning
Urbanismo
title_short A home health care districting problem in a rapid-growing city
title_full A home health care districting problem in a rapid-growing city
title_fullStr A home health care districting problem in a rapid-growing city
title_full_unstemmed A home health care districting problem in a rapid-growing city
title_sort A home health care districting problem in a rapid-growing city
dc.creator.fl_str_mv Gutiérrez Gutiérrez, Elena Valentina
Vidal Holguín, Carlos Julio
dc.contributor.author.none.fl_str_mv Gutiérrez Gutiérrez, Elena Valentina
Vidal Holguín, Carlos Julio
dc.contributor.researchgroup.spa.fl_str_mv ALIADO - Analítica e Investigación para la Toma de Decisiones
dc.subject.decs.none.fl_str_mv Servicios de Atención a Domicilio Provisto por Hospital
Home Care Services, Hospital-Based
topic Servicios de Atención a Domicilio Provisto por Hospital
Home Care Services, Hospital-Based
Administración industrial
Industrial Managemment
Zonificación
Zoning
Urbanismo
dc.subject.lemb.none.fl_str_mv Administración industrial
Industrial Managemment
Zonificación
Zoning
Urbanismo
description ABSTRACT: The districting problem in home health care (HHC) is part of the logistics decisions that healthcare providers face when designing service networks to deliver coordinated medical care to patients' homes. In this paper we study such problem in the context of a rapid-growing city, phenomenon that refers to the increment of the population in urban areas, and which results in problems such as the proliferation of marginal neighborhoods, increment of epidemic diseases, absence of governmental control and security, and lack of basic health services. Consequently, three factors derived from this phenomenon are integrally studied: geographical disposition of the population, security conditions to access basic units, and trends on demand for HHC services. We propose a bi-objective mathematical model and identify trade-offs, allowing finding better compromised solutions. We evaluate the model with real data instances from a HHC institution which delivers services in the largest cities in Colombia. Results show that better districting configurations can be obtained and deteriorations of less than 10% in Travel Workload can produce improvements of more than 80% in Workload Deviations.
publishDate 2015
dc.date.issued.none.fl_str_mv 2015
dc.date.accessioned.none.fl_str_mv 2023-04-02T15:21:09Z
dc.date.available.none.fl_str_mv 2023-04-02T15:21:09Z
dc.type.spa.fl_str_mv Artículo de investigación
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dc.identifier.citation.spa.fl_str_mv Gutiérrez-Gutiérrez, Elena Valentina, & Vidal, Carlos Julio. (2015). A Home Health Care Districting Problem in a Rapid-Growing City. Ingeniería y Universidad, 19(1), 87-113. https://doi.org/10.11144/Javeriana.iyu19-1.ahhc
dc.identifier.issn.none.fl_str_mv 0123-2126
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/34431
dc.identifier.doi.none.fl_str_mv 10.11144/Javeriana.iyu19-1.ahhc
dc.identifier.eissn.none.fl_str_mv 2011-2769
identifier_str_mv Gutiérrez-Gutiérrez, Elena Valentina, & Vidal, Carlos Julio. (2015). A Home Health Care Districting Problem in a Rapid-Growing City. Ingeniería y Universidad, 19(1), 87-113. https://doi.org/10.11144/Javeriana.iyu19-1.ahhc
0123-2126
10.11144/Javeriana.iyu19-1.ahhc
2011-2769
url https://hdl.handle.net/10495/34431
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv Ing. Univ.
dc.relation.citationendpage.spa.fl_str_mv 113
dc.relation.citationissue.spa.fl_str_mv 1
dc.relation.citationstartpage.spa.fl_str_mv 87
dc.relation.citationvolume.spa.fl_str_mv 19
dc.relation.ispartofjournal.spa.fl_str_mv Ingeniería y Universidad
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dc.publisher.spa.fl_str_mv Pontificia Universidad Javeriana, Facultad de ingeniería
dc.publisher.place.spa.fl_str_mv Bogotá, Colombia
institution Universidad de Antioquia
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spelling Gutiérrez Gutiérrez, Elena ValentinaVidal Holguín, Carlos JulioALIADO - Analítica e Investigación para la Toma de Decisiones2023-04-02T15:21:09Z2023-04-02T15:21:09Z2015Gutiérrez-Gutiérrez, Elena Valentina, & Vidal, Carlos Julio. (2015). A Home Health Care Districting Problem in a Rapid-Growing City. Ingeniería y Universidad, 19(1), 87-113. https://doi.org/10.11144/Javeriana.iyu19-1.ahhc0123-2126https://hdl.handle.net/10495/3443110.11144/Javeriana.iyu19-1.ahhc2011-2769ABSTRACT: The districting problem in home health care (HHC) is part of the logistics decisions that healthcare providers face when designing service networks to deliver coordinated medical care to patients' homes. In this paper we study such problem in the context of a rapid-growing city, phenomenon that refers to the increment of the population in urban areas, and which results in problems such as the proliferation of marginal neighborhoods, increment of epidemic diseases, absence of governmental control and security, and lack of basic health services. Consequently, three factors derived from this phenomenon are integrally studied: geographical disposition of the population, security conditions to access basic units, and trends on demand for HHC services. We propose a bi-objective mathematical model and identify trade-offs, allowing finding better compromised solutions. We evaluate the model with real data instances from a HHC institution which delivers services in the largest cities in Colombia. Results show that better districting configurations can be obtained and deteriorations of less than 10% in Travel Workload can produce improvements of more than 80% in Workload Deviations.RESUMEN: El problema de zonificación en servicios de hospitalización domiciliaria (HHC, por sus iniciales en inglés) hace parte de las decisiones logísticas que los proveedores de salud deben enfrentar en el diseño de redes para llevar cuidado médico coordinado a los hogares de los pacientes. En este trabajo se estudia dicho problema en el contexto de una ciudad con rápido crecimiento, fenómeno que se refiere al incremento de la población en áreas urbanas y que da lugar a problemas como la proliferación de barrios marginales, el incremento de enfermedades y epidemias, la ausencia de control y seguridad por parte del gobierno y la carencia de servicios básicos de salud. Consecuentemente, tres factores derivados de este fenómeno se consideran de manera integral: la disposición geográfica de la población, las condiciones de seguridad para acceder a las unidades básicas y las tendencias de la demanda de servicios de HHC. Se propone un modelo matemático biobjetivo y se identifican las compensaciones entre los objetivos, lo cual permite encontrar soluciones mejor balanceadas. El modelo es evaluado con instancias de datos reales de una institución de HHC que ofrece los servicios en las ciudades más grandes de Colombia. Los resultados muestran que es posible obtener mejores configuraciones de zonificación y que deterioros de menos del 10 % en la carga de trabajo de viaje producen mejoramientos de más del 80 % en las desviaciones de cargas de trabajo.COL003185128application/pdfengPontificia Universidad Javeriana, Facultad de ingenieríaBogotá, Colombiahttps://creativecommons.org/licenses/by-nc-nd/4.0/http://creativecommons.org/licenses/by-nc-nd/2.5/co/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2A home health care districting problem in a rapid-growing cityUn problema de zonificación en servicios de hospitalización domiciliaria en una ciudad de rápido crecimientoArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionServicios de Atención a Domicilio Provisto por HospitalHome Care Services, Hospital-BasedAdministración industrialIndustrial ManagemmentZonificaciónZoningUrbanismoIng. 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