Discovering role interaction models in the Emergency Room using Process Mining
Camilo Alvarez, Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepulveda, Valeria Herskovic, Daniel Capurro
Journal of Biomedical Informatics | ACADEMIC PRESS INC ELSEVIER SCIENCE | Published : 2018
OBJECTIVES: A coordinated collaboration among different healthcare professionals in Emergency Room (ER) processes is critical to promptly care for patients who arrive at the hospital in a delicate health condition, claiming for an immediate attention. The aims of this study are (i) to discover role interaction models in (ER) processes using process mining techniques; (ii) to understand how healthcare professionals are currently collaborating; and (iii) to provide useful knowledge that can help to improve ER processes. METHODS: A four step method based on process mining techniques is proposed. An ER process of a university hospital was considered as a case study, using 7160 episodes that cont..View full abstract
Awarded by CONICYT - Chile
Awarded by FONDECYT - Chile from the Chilean National Commission on Scientific and Technological Research (CONICYT)
This project was partially funded by the Ph.D. Scholarship Program of CONICYT - Chile (Doctorado National/2014-63140180 and 2014-63140181), Scholarship Program of CONICIT Costa Rica, Universidad de Costa Rica - Costa Rica and by FONDECYT - Chile Grants 11130577 and 1150365 from the Chilean National Commission on Scientific and Technological Research (CONICYT).