Thesis etd-09152016-175657 |
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Thesis type
Tesi di laurea magistrale
Author
BENEVENTO, ELISABETTA
URN
etd-09152016-175657
Thesis title
Process Discovery in Healthcare: The Pisa Hospital Case Study
Department
INGEGNERIA DELL'ENERGIA, DEI SISTEMI, DEL TERRITORIO E DELLE COSTRUZIONI
Course of study
INGEGNERIA GESTIONALE
Supervisors
relatore Prof. Aloini, Davide
relatore Prof. Dulmin, Riccardo
relatore Ing. Stefanini, Alessandro
relatore Prof. Dulmin, Riccardo
relatore Ing. Stefanini, Alessandro
Keywords
- Business process analysis
- Healthcare processes
- Process Mining
Graduation session start date
05/10/2016
Availability
Withheld
Release date
05/10/2086
Summary
The aim of this thesis is to provide healthcare organizations with a means to perform and improve business process analysis, in order to obtain a better understanding about their processes. Healthcare processes are highly dynamic, complex, ad-hoc and multidisciplinary. For this reason, performing business process analysis is difficult, time-consuming and costly. Process Mining offers an innovative approach to overcome these problems. In this thesis, a methodology based on Process Mining is developed, that allows hospital managers to obtain detailed process knowledge, based on data stored in the healthcare information systems. The methodology is applied to a case study conducted at Pisa Hospital. The results can help hospital managers make decisions related to capacity planning and resources allocation and for making necessary changes in the process of care.
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