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...
- Autores:
-
Ospina, Victoria Eugenia
Cardona, Andrés Felipe
Guerrero, William
- Tipo de recurso:
- Part of book
- Fecha de publicación:
- 2017
- Institución:
- Escuela Colombiana de Ingeniería Julio Garavito
- Repositorio:
- Repositorio Institucional ECI
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.escuelaing.edu.co:001/1805
- Acceso en línea:
- https://repositorio.escuelaing.edu.co/handle/001/1805
- Palabra clave:
- Cuidado de la salud
Analítica
Logística hospitalaria
Conocimiento administrativo
Sistemas logísticos
Modelos matemáticos
IoT
healthcare
analytics
hospital logistics
knowledge management
optimization
- Rights
- closedAccess
- License
- © 2017 Author(s) retain the copyright of this article.
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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 |
Ospina, Victoria Eugenia Cardona, Andrés Felipe Guerrero, William |
| dc.contributor.author.none.fl_str_mv |
Ospina, Victoria Eugenia Cardona, Andrés Felipe Guerrero, William |
| 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. |
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2017 |
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2017 |
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2021-11-05T18:58:21Z |
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2021-11-05T18:58:21Z |
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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 meta-heurístico 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. |
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© 2017 Author(s) retain the copyright of this article. |
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Ospina, Victoria Eugenia63245421f310579cfd351fedd6db831a600Cardona, Andrés Felipeee9a906bde3527453710bd7938982e49600Guerrero, William10fa8ed62c7d529b86b84872071db362600Informática2021-11-05T18:58:21Z2021-11-05T18:58:21Z201723679115https://repositorio.escuelaing.edu.co/handle/001/1805This 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/pdfeng© 2017 Author(s) retain the copyright of this article.https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/closedAccessAtribución 4.0 Internacional (CC BY 4.0)http://purl.org/coar/access_right/c_14cbInformation 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_3248http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/bookParthttp://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85Colombia.141136N/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 meta-heurístico 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 logisticsknowledge managementoptimizationORIGINALInformation Technologies and Analytics as Decision Support Systems in Hospital Logistics Four Research Experiences in the Colombian Case.pdfInformation Technologies and Analytics as Decision Support Systems in Hospital Logistics Four Research Experiences in the Colombian Case.pdfArtículo principal+application/pdf745973https://repositorio.escuelaing.edu.co/bitstream/001/1805/1/Information%20Technologies%20and%20Analytics%20as%20Decision%20Support%20Systems%20in%20Hospital%20Logistics%20Four%20Research%20Experiences%20in%20the%20Colombian%20Case.pdfc4ab8a585b344b6dcb069fd5420c858eMD51metadata only accessLICENSElicense.txtlicense.txttext/plain; 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