Cargando…
Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU
The need to understand how Community-based disparities impact morbidity and mortality in pediatric critical illness, such as traumatic brain injury. Test the hypothesis that ZIP code-based disparities in hospital utilization, including length of stay (LOS) and hospital costs, exist in a cohort of ch...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894353/ https://www.ncbi.nlm.nih.gov/pubmed/36751518 http://dx.doi.org/10.1097/CCE.0000000000000840 |
_version_ | 1784881723532640256 |
---|---|
author | Gray, Monica M. Malay, Sindhoosha Kleinman, Lawrence C. Stange, Kurt C. Borawski, Elaine A. Shein, Steven L. Slain, Katherine N. |
author_facet | Gray, Monica M. Malay, Sindhoosha Kleinman, Lawrence C. Stange, Kurt C. Borawski, Elaine A. Shein, Steven L. Slain, Katherine N. |
author_sort | Gray, Monica M. |
collection | PubMed |
description | The need to understand how Community-based disparities impact morbidity and mortality in pediatric critical illness, such as traumatic brain injury. Test the hypothesis that ZIP code-based disparities in hospital utilization, including length of stay (LOS) and hospital costs, exist in a cohort of children with traumatic brain injury (TBI) admitted to a PICU using the Child Opportunity Index (COI). DESIGN: Multicenter retrospective cohort study. SETTING: Pediatric Health Information System (PHIS) database. PATIENTS: Children 0–18 years old admitted to a PHIS hospital with a diagnosis of TBI from January 2016 to December 2020 requiring PICU care. To identify the most severely injured children, a study-specific definition of “Complicated TBI” was created based on radiology, pharmacy, and procedure codes. INTERVENTIONS: None. MAIN OUTCOMES AND MEASURES: Using nationally normed ZIP code-level COI data, patients were categorized into COI quintiles. A low COI ZIP code has low childhood opportunity based on weighted indicators within educational, health and environmental, and social and economic domains. Population-averaged generalized estimating equation (GEE) models, adjusted for patient and clinical characteristics examined the association between COI and study outcomes, including hospital LOS and accrued hospital costs. The median age of this cohort of 8,055 children was 58 months (interquartile range [IQR], 8–145 mo). There were differences in patient demographics and rates of Complicated TBI between COI levels. The median hospital LOS was 3.0 days (IQR, 2.0–6.0 d) and in population-averaged GEE models, children living in very low COI ZIP codes were expected to have a hospital LOS 10.2% (95% CI, 4.1–16.8%; p = 0.0142) longer than children living in very high COI ZIP codes. For the 11% of children with a Complicated TBI, the relationship between COI and LOS was lost in multivariable models. COI level was not predictive of accrued hospital costs in this study. CONCLUSIONS: Children with TBI requiring PICU care living in low-opportunity ZIP codes have higher injury severity and longer hospital LOS compared with children living in higher-opportunity ZIP codes. Additional studies are needed to understand why these differences exist. |
format | Online Article Text |
id | pubmed-9894353 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-98943532023-02-06 Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU Gray, Monica M. Malay, Sindhoosha Kleinman, Lawrence C. Stange, Kurt C. Borawski, Elaine A. Shein, Steven L. Slain, Katherine N. Crit Care Explor Observational Study The need to understand how Community-based disparities impact morbidity and mortality in pediatric critical illness, such as traumatic brain injury. Test the hypothesis that ZIP code-based disparities in hospital utilization, including length of stay (LOS) and hospital costs, exist in a cohort of children with traumatic brain injury (TBI) admitted to a PICU using the Child Opportunity Index (COI). DESIGN: Multicenter retrospective cohort study. SETTING: Pediatric Health Information System (PHIS) database. PATIENTS: Children 0–18 years old admitted to a PHIS hospital with a diagnosis of TBI from January 2016 to December 2020 requiring PICU care. To identify the most severely injured children, a study-specific definition of “Complicated TBI” was created based on radiology, pharmacy, and procedure codes. INTERVENTIONS: None. MAIN OUTCOMES AND MEASURES: Using nationally normed ZIP code-level COI data, patients were categorized into COI quintiles. A low COI ZIP code has low childhood opportunity based on weighted indicators within educational, health and environmental, and social and economic domains. Population-averaged generalized estimating equation (GEE) models, adjusted for patient and clinical characteristics examined the association between COI and study outcomes, including hospital LOS and accrued hospital costs. The median age of this cohort of 8,055 children was 58 months (interquartile range [IQR], 8–145 mo). There were differences in patient demographics and rates of Complicated TBI between COI levels. The median hospital LOS was 3.0 days (IQR, 2.0–6.0 d) and in population-averaged GEE models, children living in very low COI ZIP codes were expected to have a hospital LOS 10.2% (95% CI, 4.1–16.8%; p = 0.0142) longer than children living in very high COI ZIP codes. For the 11% of children with a Complicated TBI, the relationship between COI and LOS was lost in multivariable models. COI level was not predictive of accrued hospital costs in this study. CONCLUSIONS: Children with TBI requiring PICU care living in low-opportunity ZIP codes have higher injury severity and longer hospital LOS compared with children living in higher-opportunity ZIP codes. Additional studies are needed to understand why these differences exist. Lippincott Williams & Wilkins 2023-02-01 /pmc/articles/PMC9894353/ /pubmed/36751518 http://dx.doi.org/10.1097/CCE.0000000000000840 Text en Copyright © 2023 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of the Society of Critical Care Medicine. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Observational Study Gray, Monica M. Malay, Sindhoosha Kleinman, Lawrence C. Stange, Kurt C. Borawski, Elaine A. Shein, Steven L. Slain, Katherine N. Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU |
title | Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU |
title_full | Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU |
title_fullStr | Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU |
title_full_unstemmed | Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU |
title_short | Child Opportunity Index and Hospital Utilization in Children With Traumatic Brain Injury Admitted to the PICU |
title_sort | child opportunity index and hospital utilization in children with traumatic brain injury admitted to the picu |
topic | Observational Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894353/ https://www.ncbi.nlm.nih.gov/pubmed/36751518 http://dx.doi.org/10.1097/CCE.0000000000000840 |
work_keys_str_mv | AT graymonicam childopportunityindexandhospitalutilizationinchildrenwithtraumaticbraininjuryadmittedtothepicu AT malaysindhoosha childopportunityindexandhospitalutilizationinchildrenwithtraumaticbraininjuryadmittedtothepicu AT kleinmanlawrencec childopportunityindexandhospitalutilizationinchildrenwithtraumaticbraininjuryadmittedtothepicu AT stangekurtc childopportunityindexandhospitalutilizationinchildrenwithtraumaticbraininjuryadmittedtothepicu AT borawskielainea childopportunityindexandhospitalutilizationinchildrenwithtraumaticbraininjuryadmittedtothepicu AT sheinstevenl childopportunityindexandhospitalutilizationinchildrenwithtraumaticbraininjuryadmittedtothepicu AT slainkatherinen childopportunityindexandhospitalutilizationinchildrenwithtraumaticbraininjuryadmittedtothepicu |