ArticlePloS one2020
A population-based sex-stratified study to understand how health status preceding traumatic brain injury affects direct medical cost.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 22 citations in OpenAlex.
- Traumatic Brain Injury and All-Cause and Dementia-Related Mortality in the Framingham Heart Study.JAMA network open · 2026Article
- Differences in Inpatient Total Costs in Traumatic Brain Injury: A Retrospective Analysis from a Romanian Tertiary Care Center.Healthcare (Basel, Switzerland) · 2025Article
- Prevalence and sequence of chronic conditions in older people with dementia: a multi-province, population-based cohort study.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2025Article
- Delayed-and-abbreviated environmental enrichment after traumatic brain injury confers neurobehavioral benefits similar to immediate-and-continuous exposure.Brain research · 2025Article
- The Role of Sex and Gender in Precision Emergency Medicine: A Scoping Review and Proposed Hierarchy.Clinical therapeutics · 2024Article
- Cohort profile: a population-based birth cohort of traumatic brain injury in Ontario, Canada.European journal of epidemiology · 2024Article
- Risk stratification of new-onset psychiatric disorders using clinically distinct traumatic brain injury phenotypes.Archives of public health = Archives belges de sante publique · 2024Article
- Racial/Ethnic and Geographic Disparities in Comorbid Traumatic Brain Injury-Renal Failure in US Veterans and Associated Veterans Affairs Resource Costs, 2000-2020.Journal of racial and ethnic health disparities · 2024Article
- Article
- Sex-specific analysis of traumatic brain injury events: applying computational and data visualization techniques to inform prevention and management.BMC medical research methodology · 2022Article
- Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
objectiveTo understand how pre-injury health status present five-years preceding traumatic brain injury (TBI) affects direct medical cost two years post-injury.
methodsPatients age ≥19 years in the emergency department (ED) or acute care for a TBI between April 1, 2007 and March 31, 2014 in Ontario, Canada (N = 55,669) were identified from population-based health administrative data. Forty-three factors of pre-injury health status (i.e., comorbidities and personal, social, and environmental factors) that were internally validated for the TBI population were assessed in this study. The outcome of interest was direct medical cost within two years of discharge. Sex-specific multivariable linear regressions were conducted to understand the associations between direct medical cost within two years of discharge and pre-injury health status.
resultsPatients who received care in the ED (81.9% of total sample) incurred a median cost of $2,492/male patient (average $12,342/patient) and $3,508/female patient (average $65,285/patient) within two years of injury; 37 pre-injury factors were significantly associated with increased direct medical costs. Patients who first received care for their TBI in acute care (18.1%) incurred a median cost of $25,081/male patient (average $63,060/patient) and $30,277/female patient (average $65,285/patient) within two years of injury; 21 factors were significantly associated with increased direct medical costs. Among more prevalent factors, those associated with increased medical cost by at least 50% included mental health disorders, substance abuse, disorders or medical conditions frequently observed among the elderly, cardiovascular disorders, stroke and emergencies involving the brain, metabolic disorders and abdominal symptoms, conditions and symptoms of abdomen and pelvis, genitourinary disorders and disorders of prostate, and pulmonary abdominal and other emergencies.
conclusionsDirect medical costs two years post-TBI differed significantly between patients with and without adverse pre-existing health status. Interdisciplinary teams to promote early identification of pre-existing health conditions and appropriate management and integration of these conditions in TBI care across the continuum of healthcare may be opportunities to reduce direct medical costs post-injury.
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