Improving patient flow in emergency department through dynamic priority queue
Most queuing problems are based on FIFO, LIFO, or static priority queues; very few address dynamic priority queues. In this paper, we present a case in a hospital’s emergency department (ED) where the queuing process can be modeled as a time-varying M/M/s queue with re-entrant patients. In order to...
Saved in:
Main Authors: | , , |
---|---|
Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2012
|
Subjects: | |
Online Access: | https://ink.library.smu.edu.sg/sis_research/3317 https://ink.library.smu.edu.sg/context/sis_research/article/4319/viewcontent/ImprovingPatientFlowEmergencyDepartment_2012_CASE.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Singapore Management University |
Language: | English |
id |
sg-smu-ink.sis_research-4319 |
---|---|
record_format |
dspace |
spelling |
sg-smu-ink.sis_research-43192016-12-15T09:49:02Z Improving patient flow in emergency department through dynamic priority queue TAN, Kar Way WANG, Chao LAU, Hoong Chuin Most queuing problems are based on FIFO, LIFO, or static priority queues; very few address dynamic priority queues. In this paper, we present a case in a hospital’s emergency department (ED) where the queuing process can be modeled as a time-varying M/M/s queue with re-entrant patients. In order to improve patient flow in the department, we propose the use of a dynamic priority queue to dispatch patients to consultation with doctors. We test our proposed model using simulation and our experimental results show that a dynamic priority queue is effective in reducing the length of stay (LOS) of patients and hence improving patient flow. Furthermore, we show that a hybrid scheme is effective in preventing starvation. 2012-08-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/3317 info:doi/10.1109/CoASE.2012.6386409 https://ink.library.smu.edu.sg/context/sis_research/article/4319/viewcontent/ImprovingPatientFlowEmergencyDepartment_2012_CASE.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Artificial Intelligence and Robotics Medicine and Health Sciences |
institution |
Singapore Management University |
building |
SMU Libraries |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
SMU Libraries |
collection |
InK@SMU |
language |
English |
topic |
Artificial Intelligence and Robotics Medicine and Health Sciences |
spellingShingle |
Artificial Intelligence and Robotics Medicine and Health Sciences TAN, Kar Way WANG, Chao LAU, Hoong Chuin Improving patient flow in emergency department through dynamic priority queue |
description |
Most queuing problems are based on FIFO, LIFO, or static priority queues; very few address dynamic priority queues. In this paper, we present a case in a hospital’s emergency department (ED) where the queuing process can be modeled as a time-varying M/M/s queue with re-entrant patients. In order to improve patient flow in the department, we propose the use of a dynamic priority queue to dispatch patients to consultation with doctors. We test our proposed model using simulation and our experimental results show that a dynamic priority queue is effective in reducing the length of stay (LOS) of patients and hence improving patient flow. Furthermore, we show that a hybrid scheme is effective in preventing starvation. |
format |
text |
author |
TAN, Kar Way WANG, Chao LAU, Hoong Chuin |
author_facet |
TAN, Kar Way WANG, Chao LAU, Hoong Chuin |
author_sort |
TAN, Kar Way |
title |
Improving patient flow in emergency department through dynamic priority queue |
title_short |
Improving patient flow in emergency department through dynamic priority queue |
title_full |
Improving patient flow in emergency department through dynamic priority queue |
title_fullStr |
Improving patient flow in emergency department through dynamic priority queue |
title_full_unstemmed |
Improving patient flow in emergency department through dynamic priority queue |
title_sort |
improving patient flow in emergency department through dynamic priority queue |
publisher |
Institutional Knowledge at Singapore Management University |
publishDate |
2012 |
url |
https://ink.library.smu.edu.sg/sis_research/3317 https://ink.library.smu.edu.sg/context/sis_research/article/4319/viewcontent/ImprovingPatientFlowEmergencyDepartment_2012_CASE.pdf |
_version_ |
1770573084962586624 |