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Using Queue Theory and Load-Leveling Principles to Identify a Simple Metric for Resource Planning in a Pediatric Emergency Department
Increased waiting time in pediatric emergency departments is a well-recognized and complex problem in a resource-limited US health care system. Efforts to reduce emergency department wait times include modeling arrival rates, acuity, process flow, and human resource requirements. The aim of this stu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7841236/ https://www.ncbi.nlm.nih.gov/pubmed/33614834 http://dx.doi.org/10.1177/2333794X20944665 |
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author | Loso, Jennifer M. Filipp, Stephanie L. Gurka, Matthew J. Davis, Michael K. |
author_facet | Loso, Jennifer M. Filipp, Stephanie L. Gurka, Matthew J. Davis, Michael K. |
author_sort | Loso, Jennifer M. |
collection | PubMed |
description | Increased waiting time in pediatric emergency departments is a well-recognized and complex problem in a resource-limited US health care system. Efforts to reduce emergency department wait times include modeling arrival rates, acuity, process flow, and human resource requirements. The aim of this study was to investigate queue theory and load-leveling principles to model arrival rates and to identify a simple metric for assisting with determination of optimal physical space and human resource requirements. We discovered that pediatric emergency department arrival rates vary based on time of day, day of the week, and month of the year in a predictable pattern and that the hourly change in pediatric emergency department waiting room census may be useful as a simple metric to identify target times for shifting resources to better match supply and demand at no additional cost. |
format | Online Article Text |
id | pubmed-7841236 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-78412362021-02-19 Using Queue Theory and Load-Leveling Principles to Identify a Simple Metric for Resource Planning in a Pediatric Emergency Department Loso, Jennifer M. Filipp, Stephanie L. Gurka, Matthew J. Davis, Michael K. Glob Pediatr Health Original Article Increased waiting time in pediatric emergency departments is a well-recognized and complex problem in a resource-limited US health care system. Efforts to reduce emergency department wait times include modeling arrival rates, acuity, process flow, and human resource requirements. The aim of this study was to investigate queue theory and load-leveling principles to model arrival rates and to identify a simple metric for assisting with determination of optimal physical space and human resource requirements. We discovered that pediatric emergency department arrival rates vary based on time of day, day of the week, and month of the year in a predictable pattern and that the hourly change in pediatric emergency department waiting room census may be useful as a simple metric to identify target times for shifting resources to better match supply and demand at no additional cost. SAGE Publications 2021-01-24 /pmc/articles/PMC7841236/ /pubmed/33614834 http://dx.doi.org/10.1177/2333794X20944665 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Article Loso, Jennifer M. Filipp, Stephanie L. Gurka, Matthew J. Davis, Michael K. Using Queue Theory and Load-Leveling Principles to Identify a Simple Metric for Resource Planning in a Pediatric Emergency Department |
title | Using Queue Theory and Load-Leveling Principles to Identify a Simple
Metric for Resource Planning in a Pediatric Emergency Department |
title_full | Using Queue Theory and Load-Leveling Principles to Identify a Simple
Metric for Resource Planning in a Pediatric Emergency Department |
title_fullStr | Using Queue Theory and Load-Leveling Principles to Identify a Simple
Metric for Resource Planning in a Pediatric Emergency Department |
title_full_unstemmed | Using Queue Theory and Load-Leveling Principles to Identify a Simple
Metric for Resource Planning in a Pediatric Emergency Department |
title_short | Using Queue Theory and Load-Leveling Principles to Identify a Simple
Metric for Resource Planning in a Pediatric Emergency Department |
title_sort | using queue theory and load-leveling principles to identify a simple
metric for resource planning in a pediatric emergency department |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7841236/ https://www.ncbi.nlm.nih.gov/pubmed/33614834 http://dx.doi.org/10.1177/2333794X20944665 |
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