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Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases

Understanding the factors associated with elevated risks and adverse consequences of traumatic brain injury (TBI) is an integral part of developing preventive measures for TBI. Brain injury outcomes differ based on one’s sex (biological characteristics) and gender (social characteristics reflecting...

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Autores principales: Teterina, Anastasia, Zulbayar, Suvd, Mollayeva, Tatyana, Chan, Vincy, Colantonio, Angela, Escobar, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611793/
https://www.ncbi.nlm.nih.gov/pubmed/37891419
http://dx.doi.org/10.1038/s41598-023-45683-2
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author Teterina, Anastasia
Zulbayar, Suvd
Mollayeva, Tatyana
Chan, Vincy
Colantonio, Angela
Escobar, Michael
author_facet Teterina, Anastasia
Zulbayar, Suvd
Mollayeva, Tatyana
Chan, Vincy
Colantonio, Angela
Escobar, Michael
author_sort Teterina, Anastasia
collection PubMed
description Understanding the factors associated with elevated risks and adverse consequences of traumatic brain injury (TBI) is an integral part of developing preventive measures for TBI. Brain injury outcomes differ based on one’s sex (biological characteristics) and gender (social characteristics reflecting norms and relationships), however, whether it is sex or gender that drives differences in early (30-day) mortality and discharge location post-TBI is not well understood. In the absence of a gender variable in existing data, we developed a method for “measuring gender” in 276,812 residents of Ontario, Canada who entered the emergency department and acute care hospitals with a TBI diagnostic code between April 1st, 2002, and March 31st, 2020. We applied logistic regression to analyse differences in diagnostic codes between the sexes and to derive a gender score that reflected social dimensions. We used the derived gender score along with a sex variable to demonstrate how it can be used to separate the relationship between sex, gender and TBI outcomes after severe TBI. Sex had a significant effect on early mortality after severe TBI with a rate ratio (95% confidence interval (CI)) of 1.54 (1.24–1.91). Gender had a more significant effect than sex on discharge location. A person expressing more “woman-like” characteristics had lower odds of being discharged to rehabilitation versus home with odds ratio (95% CI) of 0.54 (0.32–0.88). The method we propose offers an opportunity to measure a gender effect independently of sex on TBI outcomes.
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spelling pubmed-106117932023-10-29 Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases Teterina, Anastasia Zulbayar, Suvd Mollayeva, Tatyana Chan, Vincy Colantonio, Angela Escobar, Michael Sci Rep Article Understanding the factors associated with elevated risks and adverse consequences of traumatic brain injury (TBI) is an integral part of developing preventive measures for TBI. Brain injury outcomes differ based on one’s sex (biological characteristics) and gender (social characteristics reflecting norms and relationships), however, whether it is sex or gender that drives differences in early (30-day) mortality and discharge location post-TBI is not well understood. In the absence of a gender variable in existing data, we developed a method for “measuring gender” in 276,812 residents of Ontario, Canada who entered the emergency department and acute care hospitals with a TBI diagnostic code between April 1st, 2002, and March 31st, 2020. We applied logistic regression to analyse differences in diagnostic codes between the sexes and to derive a gender score that reflected social dimensions. We used the derived gender score along with a sex variable to demonstrate how it can be used to separate the relationship between sex, gender and TBI outcomes after severe TBI. Sex had a significant effect on early mortality after severe TBI with a rate ratio (95% confidence interval (CI)) of 1.54 (1.24–1.91). Gender had a more significant effect than sex on discharge location. A person expressing more “woman-like” characteristics had lower odds of being discharged to rehabilitation versus home with odds ratio (95% CI) of 0.54 (0.32–0.88). The method we propose offers an opportunity to measure a gender effect independently of sex on TBI outcomes. Nature Publishing Group UK 2023-10-27 /pmc/articles/PMC10611793/ /pubmed/37891419 http://dx.doi.org/10.1038/s41598-023-45683-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Teterina, Anastasia
Zulbayar, Suvd
Mollayeva, Tatyana
Chan, Vincy
Colantonio, Angela
Escobar, Michael
Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
title Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
title_full Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
title_fullStr Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
title_full_unstemmed Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
title_short Gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
title_sort gender versus sex in predicting outcomes of traumatic brain injury: a cohort study utilizing large administrative databases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611793/
https://www.ncbi.nlm.nih.gov/pubmed/37891419
http://dx.doi.org/10.1038/s41598-023-45683-2
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