2016, Number 1
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Revista Cubana de Informática Médica 2016; 8 (1)
Component to decision making in health. A social network analisis approach from process mining
Ramírez PJF, Rodríguez RT, Olivera FD, Morejón VM
Language: Spanish
References: 40
Page: 46-63
PDF size: 327.32 Kb.
ABSTRACT
Most computer systems today generate traces. These traces show the actions that are executed in those systems. Process Mining aims to discover, to monitor and to improve real processes of organizations through knowledge extraction of these traces, after applying a set of transformations to organize, to structure and to clear this information. However, this is not possible if these computer systems and its organizations do not have their actions with a process-based approach. The use of these technologies allows saving resources, to reduce costs, to optimize tasks, to improve productivity, to reduce wait times, among many other actions. In the health sector is an immediate need in terms of providing greater patient safety and to improve quality of life. The objective of this research is to present a component for decision making in selection surgical teams work in a Hospital Information System that it allows to increase the effectiveness of operations performed to the patients. The method used is a Social Network Analysis approach from the Process Mining As a result it expected a component to support decision making by managers surgical and psychological personnel starting from the professional performance of health care personnel in function of providing greater comfort to the patient.
REFERENCES
Helfert M, Henry P, Leist S, Zellner G. Healthcare performance Indicators - Preview of frameworks and an approach for healthcare process-development. In K.S. Soliman, editor, Information Management in Modern Enterprise: Issues and Solutions - Proceedings of the 2005 International Business Information Management Conference. 2005.
Mans R.S, Schonenberg M.H, Song M, van W.M.P. Process Mining in Healthcare a Case Study. Eindhoven University of Technology, Eindhoven, the Netherlands. 2008.
van Doremalen B. Process Mining in Healthcare Systems: An Evaluation and Refinement of a Methodology. Netherlands: Eindhoven University of Technology. 2012.
McKee M.H, J. Hospitals in a Changing Europe. In J. Figueras, M. McKee, E. Mossialos, and R. B. Saltman, editors, European Observatory on Health Care Systems. Buckingham, UK: Open University Press. 2002.
Mans R.S. Workflow Support for the Health Care Domain. Eindhoven University of Technology, Eindhoven, the Netherlands. ISBN: 978-90-386-2448-8. 2011.
Hernández A, Medina A, Nogueira D. Herramientas para la mejora de procesos hospitalarios. Un procedimiento para su aplicación. Gestión de Procesos. CUJAE. 2009.
Gonzales D, Solís W, Zurita B. Mesa Redonda: Enfoques y Concepciones de la Calidad en Salud. In Anales de la Facultad de Medicina (Vol. 58, No. 1, pp. 20-28). 2014.
Zaratiegui J.R. La gestión por procesos: su papel e importancia en la empresa. 1999.
Harrington H.J. Mejoramiento de los procesos de la empresa. Santa Fe de Bogotá. Mc-Graw-Hill, 1993.
Dios M.A, Framiñán J.M, Domínguez R, León J.M. Modelado y análisis de un proceso quirúrgico mediante técnicas de minería de procesos. Cuarta Conferencia Internacional de Ingeniería Industrial y Gestión Industrial. XIV Congreso de Ingeniería de Organización, Donostia- San Sebastián, 2010.
Adams W.T, Veale F.H, Helmick P.M. Computer Imaging and Workflow Systems in the Business Office. Healthcare Financial Management. 1999.
ter A.H.M, van W.M.P, Adams M, Russell N, editors. Modern Business Process Automation: YAWL and its Support Environment. ISBN: 978-3-642-03120-5. Springer-Verlag., 2010.
Weske M. Business Process Management. Concept, Languages, Architectures. ISBN 978-3-540-73521-2. Springer-Verlag Berlin Heidelberg. 2007.
Magliano V. M; Bazán P, Martínez J. Análisis metodológico para la utilización de Process Mining como tecnología de optimización y respaldo de la implementación de procesos de negocio bajo el marco de BPM. XV Taller de Investigadores en Ciencias de la Computación. Argentina, 2013.
Garimella K, Lees M, Williams B. Introducción a BPM para Dummies. Indianapolis: Wiley Publishing, Inc. ISBN: 978-0-470-37359-0. 2008.
Bose R.P, van W.M.P. Process Diagnostics Using Trace Alignment: Opportunities, Issues, and Challenges. Eindhoven University of Technology, the Netherlands. 2011.
Medeiros, A. Genetic Process Mining. Eindhoven University of Technology, the Netherlands. ISBN 978-90-386-0785-6. 2006.
van W.M.P, Adriansyah A, Medeiros A.K.A. et al. Process Mining Manifesto. BPM 2011 Workshops proceedings, Lecture Notes in Business Information Processing, Springer-Verlag, 2011.
Orellana A, Sánchez Y. Minería de Procesos en salud. Caso de Estudio: modelado de los procesos del área de Emergencias. Twelfth LACCEI Latin American and Caribbean Conference for Engineering and Technology (LACCEI'2014) "Excellence in Engineering To Enhance a Country's Productivity" July 22 - 24, 2014 Guayaquil, Ecuador. 2014.
Lybeshari E. Process mining in Intensive Care Unit Data. Master Thesis. Eindhoven University of Technology, the Netherlands. 2012.
Munier N. A Strategy for Using Multicriteria Analysis in Decision-making: A Guide for Simple and Complex Environmental Projects: Springer, 2011.
Herrera F, et al, "Computing with words in decision making: foundations, trends and prospects," Fuzzy Optimization and Decision Making, vol. 8, pp. 337-364, 2009.
Jiménez C. Indicadores de Alineamiento entre Procesos de Negocios y Sistemas Informáticos. Tesis de Maestría, Universidad de Concepción, 2002.
Pérez J.D, Durán A. Notaciones y lenguajes de procesos. Una visión global. ISBN: 25179398X. Sevilla, España. 2007.
Rozinat A. Process Mining: Conformance and Extension. Doctor Thesis. Eindhoven University of Technology, the Netherlands. ISBN 978-90-386-2345-0. 2010.
van W.M.P. Process Mining Discovery, Conformance and Enhancement of Business Processes. Eindhoven University of Technology, the Netherlands. ISBN 978-3-642-19344-6. Springer. 2011.
van T.H.C. Process Mining Project Methodology: Developing a General Approach to Apply Process Mining in Practice. Eindhoven University of Technology, the Netherlands. 2011.
Turner CJ, Tiwari A, Olaiya R, Xu Y. Business Process Mining: From Theory to Practice. Business Process Management Journal 2012 Vol. 18 Iss: 3, pp.493-512.
Rozinat A, van W.M.P. Conformance Checking of Processes Based on Monitoring Real Behavior. Eindhoven University of Technology, the Netherlands. 2008.
Bratosin C. Grid Architecture for Distributed Process Mining. Doctor Thesis. Eindhoven University of Technology, the Netherlands. 2011.
van W.M.P, Reijers H.A, Song M. Discovering Social Networks from Event Logs. Eindhoven University of Technology, the Netherlands. Springer. 2005.
Aguirre J.L. Introducción al análisis de redes sociales. Documentos de Trabajo del Centro Interdisciplinario para el Estudio de Políticas Públicas. Argentina. vol. 82, p. 1-59. ISSN: 1668?5245. Diciembre. 2011.
van W.M.P, Song M. Mining Social Networks: Uncovering Interaction Patterns in Business Processes. Eindhoven University of Technology, the Netherlands. 2004.
Ailenei I.M. Process Mining Tools. Eindhoven University of Technology, the Netherlands. 2011.
Buijs J.C, et al. 2011. XES, XESame and ProM 6. [ed.] Department of Mathematics and Computer Science. Eindhoven: Technische Universiteit Eindhoven, 2011.
Lockhart T. Equipo de desarrollo del PostgreSQL. Manual de usuario de PostgreSQL. Marca registrada © 1996-9 por el Postgres Global Development Group.
Sun Microsystems, Inc. El lenguaje de Programación Java™. EEUU. 2009.
Hernández R, Fernández C, Baptista P. Metodología de la investigación Científica. Editorial Mc Graw Hill. ISBN: 970-10-5753-7. México. 2010.
Grupo Nacional de Cirugía. Manual de procedimientos diagnósticos y tratamientos en cirugía. La Habana. 2005.
Febles O. MIDAC: Modelo para el desarrollo de aplicaciones compuestas basadas en arquitecturas orientadas a servicios. Tesis presentada en opción al grado científico de Doctor en Ciencias Técnicas. La Habana, 2012.