Paper Info
Title
Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training - The Central Venous Catheter Case.
Abstract
In 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.
Year
DOI
Venue
2018
10.1007/978-3-030-11641-5_13
Business Process Management Workshops
Field
DocType
Citations 
Global Rating,Rework,Computer science,Medical training,Transition time,Central venous catheter,Process patterns,Process mining,Process management
Conference
0
PageRank 
References 
Authors
0.34
4
8
Name
Order
Citations
PageRank
Ricardo Lira100.34
Juan Salas-Morales200.68
Rene de la Fuente300.68
Ricardo Fuentes400.68
Marcos Sepúlveda57214.22
Michael Arias611.70
Valeria Herskovic722423.12
Jorge Munoz-Gama824922.48