Cargando…

Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations

BACKGROUND: Trauma centers are resource-intensive environments, and pediatric-specific personnel are often limited resources. Identifying the temporal patterns of pediatric traumas can help guide resource allocation strategies to optimize patient care. METHODS: We conducted a retrospective, single-i...

Descripción completa

Detalles Bibliográficos
Autores principales: Johnson, Arianne, Sharma, Rohit, Anis, John, Kaminski, Stephen, Kanard, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7661376/
https://www.ncbi.nlm.nih.gov/pubmed/33225069
http://dx.doi.org/10.1136/tsaco-2020-000448
_version_ 1783609195811045376
author Johnson, Arianne
Sharma, Rohit
Anis, John
Kaminski, Stephen
Kanard, Robert
author_facet Johnson, Arianne
Sharma, Rohit
Anis, John
Kaminski, Stephen
Kanard, Robert
author_sort Johnson, Arianne
collection PubMed
description BACKGROUND: Trauma centers are resource-intensive environments, and pediatric-specific personnel are often limited resources. Identifying the temporal patterns of pediatric traumas can help guide resource allocation strategies to optimize patient care. METHODS: We conducted a retrospective, single-institution analysis of 575 injured patients less than 18 years old that triggered a trauma team activation (TTA). TTA volume according to time of day and day of the week was analyzed using a mixed Poisson regression model and monthly patterns were analyzed using an analysis of variance. Subset analyses were conducted for children and teenagers. RESULTS: Across all days, the 6-hour time frame between 15:00 and 21:00 had significantly more activations than average, encompassing nearly half (47.2%) of all pediatric TTAs (p=0.01). Saturdays had significantly more activations than the daily average (Saturdays: 26.0/year, Other: 14.8/year, p<0.01). A pediatric TTA was 3.6 times more likely to occur between 15:00 and 21:00 on a Saturday than any other time. Volume of activation did not significantly differ by month (p=0.880). CONCLUSION: The volume of pediatric trauma activations varies significantly according to time of day and day of the week. These findings can direct or validate resource allocation strategies such as staffing physicians, nurses, and ancillary personnel according to TTA volume. TYPE OF STUDY: Retrospective cohort study. LEVEL OF EVIDENCE: Level III.
format Online
Article
Text
id pubmed-7661376
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher BMJ Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-76613762020-11-20 Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations Johnson, Arianne Sharma, Rohit Anis, John Kaminski, Stephen Kanard, Robert Trauma Surg Acute Care Open Original Research BACKGROUND: Trauma centers are resource-intensive environments, and pediatric-specific personnel are often limited resources. Identifying the temporal patterns of pediatric traumas can help guide resource allocation strategies to optimize patient care. METHODS: We conducted a retrospective, single-institution analysis of 575 injured patients less than 18 years old that triggered a trauma team activation (TTA). TTA volume according to time of day and day of the week was analyzed using a mixed Poisson regression model and monthly patterns were analyzed using an analysis of variance. Subset analyses were conducted for children and teenagers. RESULTS: Across all days, the 6-hour time frame between 15:00 and 21:00 had significantly more activations than average, encompassing nearly half (47.2%) of all pediatric TTAs (p=0.01). Saturdays had significantly more activations than the daily average (Saturdays: 26.0/year, Other: 14.8/year, p<0.01). A pediatric TTA was 3.6 times more likely to occur between 15:00 and 21:00 on a Saturday than any other time. Volume of activation did not significantly differ by month (p=0.880). CONCLUSION: The volume of pediatric trauma activations varies significantly according to time of day and day of the week. These findings can direct or validate resource allocation strategies such as staffing physicians, nurses, and ancillary personnel according to TTA volume. TYPE OF STUDY: Retrospective cohort study. LEVEL OF EVIDENCE: Level III. BMJ Publishing Group 2020-11-11 /pmc/articles/PMC7661376/ /pubmed/33225069 http://dx.doi.org/10.1136/tsaco-2020-000448 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Original Research
Johnson, Arianne
Sharma, Rohit
Anis, John
Kaminski, Stephen
Kanard, Robert
Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations
title Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations
title_full Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations
title_fullStr Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations
title_full_unstemmed Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations
title_short Towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations
title_sort towards a more intelligent model of providing pediatric trauma care: identifying temporal variations in trauma team activations
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7661376/
https://www.ncbi.nlm.nih.gov/pubmed/33225069
http://dx.doi.org/10.1136/tsaco-2020-000448
work_keys_str_mv AT johnsonarianne towardsamoreintelligentmodelofprovidingpediatrictraumacareidentifyingtemporalvariationsintraumateamactivations
AT sharmarohit towardsamoreintelligentmodelofprovidingpediatrictraumacareidentifyingtemporalvariationsintraumateamactivations
AT anisjohn towardsamoreintelligentmodelofprovidingpediatrictraumacareidentifyingtemporalvariationsintraumateamactivations
AT kaminskistephen towardsamoreintelligentmodelofprovidingpediatrictraumacareidentifyingtemporalvariationsintraumateamactivations
AT kanardrobert towardsamoreintelligentmodelofprovidingpediatrictraumacareidentifyingtemporalvariationsintraumateamactivations