Cargando…

Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries

INTRODUCTION: Characterisation of injury severity is an important pillar of scientific research to measure and compare the outcomes. Although majority of injury severity measures were developed in high-income countries, many have been studied in low-income and middle-income countries (LMICs). We con...

Descripción completa

Detalles Bibliográficos
Autores principales: Mehmood, Amber, Hung, Yuen W, He, Huan, Ali, Shahmir, Bachani, Abdul M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326328/
https://www.ncbi.nlm.nih.gov/pubmed/30612108
http://dx.doi.org/10.1136/bmjopen-2018-023161
_version_ 1783386281487630336
author Mehmood, Amber
Hung, Yuen W
He, Huan
Ali, Shahmir
Bachani, Abdul M
author_facet Mehmood, Amber
Hung, Yuen W
He, Huan
Ali, Shahmir
Bachani, Abdul M
author_sort Mehmood, Amber
collection PubMed
description INTRODUCTION: Characterisation of injury severity is an important pillar of scientific research to measure and compare the outcomes. Although majority of injury severity measures were developed in high-income countries, many have been studied in low-income and middle-income countries (LMICs). We conducted this study to identify and characterise all injury severity measures, describe how widely and frequently they are used in trauma research from LMICs, and summarise the evidence on their performance based on empirical and theoretical validation​ analysis. METHODS: First, a list of injury measures was identified through PubMed search. Subsequently, a systematic search of PubMed, Global Health and EMBASE was undertaken on LMIC trauma literature published from January 2006 to June 2016, in order to assess the application and performance of injury severity measures to predict in-hospital mortality. Studies that applied one or more global injury severity measure(s) on all types of injuries were included, with the exception of war injuries and isolated organ injuries. RESULTS: Over a span of 40 years, more than 55 injury severity measures were developed. Out of 3862 non-duplicate citations, 597 studies from 54 LMICs were listed as eligible studies. Full-text review revealed 37 studies describing performance of injury severity measures for outcome prediction. Twenty-five articles from 13 LMICs assessed the validity of at least one injury severity measure for in-hospital mortality. Injury severity score was the most commonly validated measure in LMICs, with a wide range of performance (area under the receiver operating characteristic curve (AUROC) between 0.9 and 0.65). Trauma and Injury Severity Score validation studies reported AUROC between 0.80 and 0.98. CONCLUSION: Empirical studies from LMICs frequently use injury severity measures, however, no single injury severity measure has shown a consistent result in all settings or populations and thus warrants validation studies for the diversity of LMIC population.
format Online
Article
Text
id pubmed-6326328
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BMJ Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-63263282019-01-25 Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries Mehmood, Amber Hung, Yuen W He, Huan Ali, Shahmir Bachani, Abdul M BMJ Open Global Health INTRODUCTION: Characterisation of injury severity is an important pillar of scientific research to measure and compare the outcomes. Although majority of injury severity measures were developed in high-income countries, many have been studied in low-income and middle-income countries (LMICs). We conducted this study to identify and characterise all injury severity measures, describe how widely and frequently they are used in trauma research from LMICs, and summarise the evidence on their performance based on empirical and theoretical validation​ analysis. METHODS: First, a list of injury measures was identified through PubMed search. Subsequently, a systematic search of PubMed, Global Health and EMBASE was undertaken on LMIC trauma literature published from January 2006 to June 2016, in order to assess the application and performance of injury severity measures to predict in-hospital mortality. Studies that applied one or more global injury severity measure(s) on all types of injuries were included, with the exception of war injuries and isolated organ injuries. RESULTS: Over a span of 40 years, more than 55 injury severity measures were developed. Out of 3862 non-duplicate citations, 597 studies from 54 LMICs were listed as eligible studies. Full-text review revealed 37 studies describing performance of injury severity measures for outcome prediction. Twenty-five articles from 13 LMICs assessed the validity of at least one injury severity measure for in-hospital mortality. Injury severity score was the most commonly validated measure in LMICs, with a wide range of performance (area under the receiver operating characteristic curve (AUROC) between 0.9 and 0.65). Trauma and Injury Severity Score validation studies reported AUROC between 0.80 and 0.98. CONCLUSION: Empirical studies from LMICs frequently use injury severity measures, however, no single injury severity measure has shown a consistent result in all settings or populations and thus warrants validation studies for the diversity of LMIC population. BMJ Publishing Group 2019-01-04 /pmc/articles/PMC6326328/ /pubmed/30612108 http://dx.doi.org/10.1136/bmjopen-2018-023161 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. 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 Global Health
Mehmood, Amber
Hung, Yuen W
He, Huan
Ali, Shahmir
Bachani, Abdul M
Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries
title Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries
title_full Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries
title_fullStr Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries
title_full_unstemmed Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries
title_short Performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries
title_sort performance of injury severity measures in trauma research: a literature review and validation analysis of studies from low-income and middle-income countries
topic Global Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326328/
https://www.ncbi.nlm.nih.gov/pubmed/30612108
http://dx.doi.org/10.1136/bmjopen-2018-023161
work_keys_str_mv AT mehmoodamber performanceofinjuryseveritymeasuresintraumaresearchaliteraturereviewandvalidationanalysisofstudiesfromlowincomeandmiddleincomecountries
AT hungyuenw performanceofinjuryseveritymeasuresintraumaresearchaliteraturereviewandvalidationanalysisofstudiesfromlowincomeandmiddleincomecountries
AT hehuan performanceofinjuryseveritymeasuresintraumaresearchaliteraturereviewandvalidationanalysisofstudiesfromlowincomeandmiddleincomecountries
AT alishahmir performanceofinjuryseveritymeasuresintraumaresearchaliteraturereviewandvalidationanalysisofstudiesfromlowincomeandmiddleincomecountries
AT bachaniabdulm performanceofinjuryseveritymeasuresintraumaresearchaliteraturereviewandvalidationanalysisofstudiesfromlowincomeandmiddleincomecountries