DocumentCode
695191
Title
Using process modeling and analysis techniques to reduce errors in healthcare
Author
Clarke, Lori
Author_Institution
Univ. of Massachusetts, Amherst, MA, USA
fYear
2013
fDate
20-23 Oct. 2013
Firstpage
14
Lastpage
14
Abstract
Summary form only given. As has been widely reported in the news lately, healthcare errors are a major cause of death and suffering. In the University of Massachusetts Medical Safety Project, we are exploring the use of process modeling and analysis technologies to help reduce medical errors and improve efficiency. Specifically, we are modeling healthcare processes using a process definition language and then analyzing these processes using model checking, fault-tree analysis, discrete event simulation, and other techniques. Working with the UMASS School of Nursing and the Baystate Medical Center, we are undertaking in-depth case studies on error-prone and life-critical healthcare processes. In many ways, these processes are similar to complex, distributed systems with many interacting, concurrent threads and numerous exceptional conditions that must be handled carefully. This talk describes the technologies we are using, discusses case studies, and presents our observations and findings to date. Although presented in terms of the healthcare domain, the described approach could be applied to human-intensive processes in other domains to provide a technology-driven approach to process improvement.
Keywords
discrete event simulation; formal verification; health care; medical computing; program diagnostics; University of Massachusettes Medical Safety Project; discrete event simulation; error reduction; fault-tree analysis; health care; human-intensive process; model checking; process analysis technique; process definition language; process improvement; process modeling technique; technology-driven approach; Analytical models; Educational institutions; Medical services; Safety; Service awards; Software engineering;
fLanguage
English
Publisher
ieee
Conference_Titel
Formal Methods in Computer-Aided Design (FMCAD), 2013
Conference_Location
Portland, OR
Type
conf
DOI
10.1109/FMCAD.2013.7035522
Filename
7035522
Link To Document