DocumentCode :
239220
Title :
Variability based surgical scheduling: A simulation approach
Author :
Schultz, Jamie ; Claudio, David
Author_Institution :
Dept. of Mech. & Ind. Eng., Montana State Univ., Bozeman, MT, USA
fYear :
2014
fDate :
7-10 Dec. 2014
Firstpage :
1353
Lastpage :
1364
Abstract :
Variability in the duration of surgical procedures is one cause of delayed start times for scheduled procedures in operating theaters. While historical procedure durations are frequently used in assigning surgery times to schedule surgery blocks, taking into account the level of variability associated with specific procedures is not commonly utilized in creating surgery schedules in a multiple room operating suite. This article proposes a new methodology for surgical scheduling which sequences procedures based on duration groups and their level of variability. Discrete event simulation was used to model and validate the ratio of delayed starts versus on-time starts due to incorrectly estimated procedure length using a hospital´s current scheduling algorithm and historical data. A statistical analysis was used to compare the proposed methodology against the current scenario to determine if delayed starts can be reduced by sequencing procedures based on duration variability.
Keywords :
discrete event simulation; hospitals; scheduling; statistical analysis; surgery; delayed start times; discrete event simulation; duration groups; duration variability; historical procedure durations; hospital current scheduling algorithm; multiple room operating suite; on-time starts; operating theaters; procedure length estimation; scheduled procedures; simulation approach; statistical analysis; surgery blocks; surgery times; surgical procedures; variability based surgical scheduling; variability level; Analytical models; Mathematical model; Predictive models; Schedules; Scheduling; Sequential analysis; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Conference (WSC), 2014 Winter
Conference_Location :
Savanah, GA
Print_ISBN :
978-1-4799-7484-9
Type :
conf
DOI :
10.1109/WSC.2014.7019990
Filename :
7019990
Link To Document :
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