Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training: The Central Venous Catheter Case

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dc.catalogadorvzp
dc.contributor.authorDe La Fuente Sanhueza, Rene Francisco
dc.contributor.authorFuentes Henríquez, Ricardo Sergio
dc.contributor.authorHerskovic, Maida Valeria Paz
dc.contributor.authorMuñoz Gama, Jorge
dc.contributor.authorSepúlveda Fernández, Marcos Ernesto
dc.contributor.authorSalas Morales, Juan Carlos
dc.date.accessioned2024-05-31T16:26:27Z
dc.date.available2024-05-31T16:26:27Z
dc.date.issued2019
dc.description.abstractIn healthcare, developing high procedural skill levels through training is a key factor for obtaining good clinical results on surgical procedures. Providing feedback to each student tailored to how the student has performed the procedure each time, improves the effectiveness of the training. Current state-of-the-art feedback relies on Checklists and Global Rating Scales to indicate whether all process steps have been performed and the quality of each execution step. However, there is a process perspective not successfully captured by those instruments, e.g., steps performed but in an undesired order, part of the process repeated an unnecessary number of times, or excessive transition time between steps. In this work, we propose a novel use of process mining techniques to effectively identify desired and undesired process patterns regarding rework, order, and performance, in order to complement the tailored feedback of surgical procedures using a process perspective. The approach has been effectively applied to analyze a real Central Venous Catheter installation training case. In the future, it is necessary to measure the actual impact of feedback on learning.
dc.description.funderVRAID (ex DIPUC)
dc.fuente.origenHistorial Académico
dc.identifier.citationSalas Morales Juan Carlos, De la Fuente Sanhueza Rene Fra, Fuentes Henriquez Ricardo Serg, Sepúlveda Fernandez Marcos Er, Herskovic Maida Valeria Paz, Munoz Gama Jorge. Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training: The Central Venous Catheter Case. 2019;342:163-174.
dc.identifier.issn1865-1348
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/86350
dc.information.autorucEscuela de Ingeniería; De La Fuente Sanhueza, Rene Francisco; 0000-0001-7187-3405; 102089
dc.information.autorucEscuela de Medicina; Fuentes Henríquez, Ricardo Sergio; 0000-0002-3030-3622; 91662
dc.information.autorucEscuela de Ingeniería; Herskovic Maida, Valeria Paz; 0000-0002-2650-6507; 1009054
dc.information.autorucEscuela de Ingeniería; Muñoz Gama, Jorge; S/I; 249881
dc.information.autorucEscuela de Ingeniería; Sepúlveda Fernández, Marcos Ernesto; 0000-0002-9467-7666; 80415
dc.information.autorucEscuela de Ingeniería; Salas Morales, Juan Carlos; 0000-0001-7674-6376; 1020223
dc.language.isoes
dc.nota.accesocontenido parcial
dc.pagina.final174
dc.pagina.inicio163
dc.revistaLecture Notes in Business Information Processing
dc.rightsacceso restringido
dc.subject.ddc610
dc.subject.deweyMedicina y salud
dc.titleTailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training: The Central Venous Catheter Case
dc.typeartículo
dc.volumen342
sipa.codpersvinculados102089
sipa.codpersvinculados91662
sipa.codpersvinculados1009054
sipa.codpersvinculados249881
sipa.codpersvinculados80415
sipa.codpersvinculados1020223
sipa.trazabilidadHistorial Académico;09-07-2021
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