Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case

This article presents four research experiences in hospital logistics using simultaneously mathematical models and information management. The cases analyzed included the efficient scheduling of nursing shifts, kidney exchange programs, the design of medical equipment maintenance policies, and the d...

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Autores:
Cardona Orozco, Andres Felipe
Ospina, Victoria Eugenia
Tipo de recurso:
Article of journal
Fecha de publicación:
2017
Institución:
Escuela Colombiana de Ingeniería Julio Garavito
Repositorio:
Repositorio Institucional ECI
Idioma:
eng
OAI Identifier:
oai:repositorio.escuelaing.edu.co:001/1844
Acceso en línea:
https://repositorio.escuelaing.edu.co/handle/001/1844
Palabra clave:
Cuidado de la salud
Analítica
Logística hospitalaria
Conocimiento administrativo
Sistemas logísticos
Modelos matemáticos
IoT
Healthcare
Analytics
Hospital logistics,
Knowledge management,
Optimization
Rights
openAccess
License
Copyright 2006-2021 IARAS Press
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network_acronym_str ESCUELAIG2
network_name_str Repositorio Institucional ECI
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dc.title.eng.fl_str_mv Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
title Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
spellingShingle Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
Cuidado de la salud
Analítica
Logística hospitalaria
Conocimiento administrativo
Sistemas logísticos
Modelos matemáticos
IoT
Healthcare
Analytics
Hospital logistics,
Knowledge management,
Optimization
title_short Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
title_full Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
title_fullStr Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
title_full_unstemmed Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
title_sort Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian Case
dc.creator.fl_str_mv Cardona Orozco, Andres Felipe
Ospina, Victoria Eugenia
dc.contributor.author.none.fl_str_mv Cardona Orozco, Andres Felipe
Ospina, Victoria Eugenia
dc.contributor.researchgroup.spa.fl_str_mv Informática
dc.subject.armarc.spa.fl_str_mv Cuidado de la salud
Analítica
Logística hospitalaria
Conocimiento administrativo
Sistemas logísticos
Modelos matemáticos
topic Cuidado de la salud
Analítica
Logística hospitalaria
Conocimiento administrativo
Sistemas logísticos
Modelos matemáticos
IoT
Healthcare
Analytics
Hospital logistics,
Knowledge management,
Optimization
dc.subject.proposal.eng.fl_str_mv IoT
Healthcare
Analytics
Hospital logistics,
Knowledge management,
Optimization
description This article presents four research experiences in hospital logistics using simultaneously mathematical models and information management. The cases analyzed included the efficient scheduling of nursing shifts, kidney exchange programs, the design of medical equipment maintenance policies, and the design of rapid response tools for cardiovascular accidents. The problems found are presented and the technological solutions developed are described. The results obtained show the importance of combining information management and optimization models in the four cases in question. Future work includes the collection of historical data to fine-tune and improve the performance of the solutions developed, and as such to predict the behavior of the logistics systems studied.
publishDate 2017
dc.date.issued.none.fl_str_mv 2017
dc.date.accessioned.none.fl_str_mv 2021-11-22T15:32:43Z
dc.date.available.none.fl_str_mv 2021-11-22T15:32:43Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.issn.none.fl_str_mv 23679115
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identifier_str_mv 23679115
url https://repositorio.escuelaing.edu.co/handle/001/1844
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.citationendpage.spa.fl_str_mv 141
dc.relation.citationstartpage.spa.fl_str_mv 136
dc.relation.citationvolume.spa.fl_str_mv 2
dc.relation.indexed.spa.fl_str_mv N/A
dc.relation.ispartofjournal.eng.fl_str_mv International Journal of Internet of Things and Web Services
dc.relation.references.spa.fl_str_mv Jayaweera, P., Jayasinghe, J., Wellakkage, L., Malawaraarachchi, V., Liyanage, S., & Perera, P. Clinics management system (CMS) based on patient centric process ontology. Ruhuna Journal of Science, Vol 1, No. 1, 2012, pp. 125-132.
Karen M Zundel. Telemedicine: history, applications, and impact on librarianship. Bulletin of the Medical Library Association, Vol. 84, No. 1, 1996. pp. 71.
Carlos Rey-Moreno, Javier Simó Reigadas, Estrella Everss Villalba, Juan Jose Vinagre, & Andrés Martínez Fernández. A systematic review of telemedicine projects in Colombia. Journal of telemedicine and telecare, Vol. 16, No. 3, 2010, pp. 114-119.
Rohit Goyal & Nicola Dragoni. Why hackers love ehealth applications. In Proceedings of the 3rd Eai International Conference on Iot Technologies for Healthcare (healthyiot), 2016, Lnicst, 2016.
Romero-Conrado, A. R., Castro-Bolaño, L. J., Montoya-Torres, J. R., & Jiménez-Barros, M. Á. Operations research as a decision-making tool in the health sector: A state of the art. DYNA, vol. 84, No 201, 2017, pp. 129-137.
Abe, T. K., Beamon, B. M., Storch, R. L., & Agus, J. Operations research applications in hospital operations: Part I. IIE Transactions on Healthcare Systems Engineering, Vol. 6, No. 1, (2016). pp. 42-54.
Guerrero, W. J., Velasco, N., & Amaya, C. A., Multi-objective Optimization for Interfacility Patient Transfer. In Production Systems and Supply Chain Management in Emerging Countries: Best Practices, Springer, Berlin, Heidelberg, 2012. (pp. 81-95).
Zhong, X., Zhang, J., & Zhang, X.. A Two-Stage Heuristic Algorithm for Nurse Scheduling Problem with Fairness Objective on Weekend Workload under Different Shift Designs. IISE Transactions on Healthcare Systems Engineering, 2017, (IN PRESS).
Giedelman, N., Diseño de un método metaheurístico para resolver el problema de asignación de turnos de enfermería (NSP) con soft-constraints. Tesis de Maestría. Escuela colombiana de Ingeniería Julio Garavito. (2017).
McDonald, S. P., & Russ, G. R., Survival of recipients of cadaveric kidney transplants compared with those receiving dialysis treatment in Australia and New Zealand, Nephrology Dialysis Transplantation, Vol. 17, No. 12, pp. 2212-2219, 2002.
Ross, L. F., & Woodle, E. S., Ethical issues in increasing living kidney donations by expanding kidney paired exchange programs. Transplantation, Vol. 69, No. 8, pp. 1539-1543, 2000.
Mak-Hau, V., On the kidney exchange problem: cardinality constrained cycle and chain problems on directed graphs: a survey of integer programming approaches. Journal of combinatorial optimization, Vol. 33, No. 1, pp. 35-59, 2017.
Jamshidi, A., Abbasgholizadeh, A., Ait-kadi, D. & Bartolome A., Medical devices Inspection and Maintenance; A Literature Review. Proceedings of the 2014 Industrial and Systems Engineering Research Conference, 2014.
J.L. Bustos Sánchez, N. T. Bonilla, J.L. Velandia Escobar, P. Rozo & N. Torres. M. Gómez. Trombolisis Endovenosa del ataque cerebro vascular isquémico en el Puerperio, XXIX congreso nacional de obstetricia y ginecología, 2014.
Instituto Nacional de Salud Observatorio Nacional de Salud, Segundo informe ONS, Observatorio Nacional de Salud: mortalidad 1998 - 2011 y situación de salud en los municipios de frontera terrestre en Colombia, Instituto nacional de salud, 2013.
dc.rights.eng.fl_str_mv Copyright 2006-2021 IARAS Press
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dc.rights.creativecommons.spa.fl_str_mv Atribución 4.0 Internacional (CC BY 4.0)
rights_invalid_str_mv Copyright 2006-2021 IARAS Press
https://creativecommons.org/licenses/by/4.0/
Atribución 4.0 Internacional (CC BY 4.0)
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 6 páginas.
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dc.publisher.spa.fl_str_mv IARAS PUB
institution Escuela Colombiana de Ingeniería Julio Garavito
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spelling Cardona Orozco, Andres Felipe67d49498c97b05b03cf0ef00fb9ac293600Ospina, Victoria Eugenia63245421f310579cfd351fedd6db831a600Informática2021-11-22T15:32:43Z2021-11-22T15:32:43Z201723679115https://repositorio.escuelaing.edu.co/handle/001/1844This article presents four research experiences in hospital logistics using simultaneously mathematical models and information management. The cases analyzed included the efficient scheduling of nursing shifts, kidney exchange programs, the design of medical equipment maintenance policies, and the design of rapid response tools for cardiovascular accidents. The problems found are presented and the technological solutions developed are described. The results obtained show the importance of combining information management and optimization models in the four cases in question. Future work includes the collection of historical data to fine-tune and improve the performance of the solutions developed, and as such to predict the behavior of the logistics systems studied.Este artículo presenta cuatro experiencias de investigación en logística hospitalaria utilizando simultáneamente modelos matemáticos y gestión de la información. Los casos analizados incluyeron la programación eficiente de los turnos de enfermería, los programas de intercambio renal, el diseño de políticas de mantenimiento de equipos médicos y el diseño de herramientas de respuesta rápida para accidentes cardiovasculares. Se presentan los problemas encontrados y se describen las soluciones tecnológicas desarrolladas. Los resultados obtenidos muestran la importancia de combinar modelos de gestión y optimización de la información en los cuatro casos en cuestión. El trabajo futuro incluye la recopilación de datos históricos para afinar y mejorar el rendimiento de las soluciones desarrolladas y, como tal, predecir el comportamiento de los sistemas logísticos estudiados.6 páginas.application/pdfengIARAS PUBCopyright 2006-2021 IARAS Presshttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessAtribución 4.0 Internacional (CC BY 4.0)http://purl.org/coar/access_right/c_abf2Information Technologies and Analytics as Decision Support Systems in Hospital Logistics: Four Research Experiences in the Colombian CaseArtículo de revistainfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a851411362N/AInternational Journal of Internet of Things and Web ServicesJayaweera, P., Jayasinghe, J., Wellakkage, L., Malawaraarachchi, V., Liyanage, S., & Perera, P. Clinics management system (CMS) based on patient centric process ontology. Ruhuna Journal of Science, Vol 1, No. 1, 2012, pp. 125-132.Karen M Zundel. Telemedicine: history, applications, and impact on librarianship. Bulletin of the Medical Library Association, Vol. 84, No. 1, 1996. pp. 71.Carlos Rey-Moreno, Javier Simó Reigadas, Estrella Everss Villalba, Juan Jose Vinagre, & Andrés Martínez Fernández. A systematic review of telemedicine projects in Colombia. Journal of telemedicine and telecare, Vol. 16, No. 3, 2010, pp. 114-119.Rohit Goyal & Nicola Dragoni. Why hackers love ehealth applications. In Proceedings of the 3rd Eai International Conference on Iot Technologies for Healthcare (healthyiot), 2016, Lnicst, 2016.Romero-Conrado, A. R., Castro-Bolaño, L. J., Montoya-Torres, J. R., & Jiménez-Barros, M. Á. Operations research as a decision-making tool in the health sector: A state of the art. DYNA, vol. 84, No 201, 2017, pp. 129-137.Abe, T. K., Beamon, B. M., Storch, R. L., & Agus, J. Operations research applications in hospital operations: Part I. IIE Transactions on Healthcare Systems Engineering, Vol. 6, No. 1, (2016). pp. 42-54.Guerrero, W. J., Velasco, N., & Amaya, C. A., Multi-objective Optimization for Interfacility Patient Transfer. In Production Systems and Supply Chain Management in Emerging Countries: Best Practices, Springer, Berlin, Heidelberg, 2012. (pp. 81-95).Zhong, X., Zhang, J., & Zhang, X.. A Two-Stage Heuristic Algorithm for Nurse Scheduling Problem with Fairness Objective on Weekend Workload under Different Shift Designs. IISE Transactions on Healthcare Systems Engineering, 2017, (IN PRESS).Giedelman, N., Diseño de un método metaheurístico para resolver el problema de asignación de turnos de enfermería (NSP) con soft-constraints. Tesis de Maestría. Escuela colombiana de Ingeniería Julio Garavito. (2017).McDonald, S. P., & Russ, G. R., Survival of recipients of cadaveric kidney transplants compared with those receiving dialysis treatment in Australia and New Zealand, Nephrology Dialysis Transplantation, Vol. 17, No. 12, pp. 2212-2219, 2002.Ross, L. F., & Woodle, E. S., Ethical issues in increasing living kidney donations by expanding kidney paired exchange programs. Transplantation, Vol. 69, No. 8, pp. 1539-1543, 2000.Mak-Hau, V., On the kidney exchange problem: cardinality constrained cycle and chain problems on directed graphs: a survey of integer programming approaches. Journal of combinatorial optimization, Vol. 33, No. 1, pp. 35-59, 2017.Jamshidi, A., Abbasgholizadeh, A., Ait-kadi, D. & Bartolome A., Medical devices Inspection and Maintenance; A Literature Review. Proceedings of the 2014 Industrial and Systems Engineering Research Conference, 2014.J.L. Bustos Sánchez, N. T. Bonilla, J.L. Velandia Escobar, P. Rozo & N. Torres. M. Gómez. Trombolisis Endovenosa del ataque cerebro vascular isquémico en el Puerperio, XXIX congreso nacional de obstetricia y ginecología, 2014.Instituto Nacional de Salud Observatorio Nacional de Salud, Segundo informe ONS, Observatorio Nacional de Salud: mortalidad 1998 - 2011 y situación de salud en los municipios de frontera terrestre en Colombia, Instituto nacional de salud, 2013.Cuidado de la saludAnalíticaLogística hospitalariaConocimiento administrativoSistemas logísticosModelos matemáticosIoTHealthcareAnalyticsHospital logistics,Knowledge management,OptimizationORIGINALInformation Technologies and Analytics as Decision Support Systems in.pdfInformation Technologies and Analytics as Decision Support Systems in.pdfArtículo principalapplication/pdf745973https://repositorio.escuelaing.edu.co/bitstream/001/1844/1/Information%20Technologies%20and%20Analytics%20as%20Decision%20Support%20Systems%20in.pdfc4ab8a585b344b6dcb069fd5420c858eMD51metadata only accessLICENSElicense.txtlicense.txttext/plain; charset=utf-81881https://repositorio.escuelaing.edu.co/bitstream/001/1844/2/license.txt5a7ca94c2e5326ee169f979d71d0f06eMD52open accessTEXTInformation Technologies and Analytics as Decision Support Systems in.pdf.txtInformation Technologies and Analytics as Decision Support Systems in.pdf.txtExtracted texttext/plain25638https://repositorio.escuelaing.edu.co/bitstream/001/1844/3/Information%20Technologies%20and%20Analytics%20as%20Decision%20Support%20Systems%20in.pdf.txtd6119b53e71c9e3c011fed3d17197633MD53open accessTHUMBNAILInformation Technologies and Analytics as Decision Support Systems in.pdf.jpgInformation Technologies and Analytics as Decision Support Systems in.pdf.jpgGenerated Thumbnailimage/jpeg16863https://repositorio.escuelaing.edu.co/bitstream/001/1844/4/Information%20Technologies%20and%20Analytics%20as%20Decision%20Support%20Systems%20in.pdf.jpg09a1b522e4c115b97d9914655a09a80dMD54open access001/1844oai:repositorio.escuelaing.edu.co:001/18442023-06-07 11:20:59.601metadata only accessRepositorio Escuela Colombiana de Ingeniería Julio Garavitorepositorio.eci@escuelaing.edu.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