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Tax Knowledge and Tax Manipulation: A Unifying Model
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U.S. Maritime Transportation and Port Security: An Update and Analysis of Current Efforts
In: Lloyd's MIU Handbook of Maritime Security, S. 287-298
Tax Knowledge and Tax Manipulation: A Unifying Model
In: Journal of political economy microeconomics, Band 2, Heft 2, S. 298-334
ISSN: 2832-9368
Complementary Bias: A Model of Two-Sided Statistical Discrimination
In: NBER Working Paper No. w23811
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Discipline Reform, School Culture, and Student Achievement
In: IZA Discussion Paper No. 15906
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Measuring the burden of mental illness and substance use and the level and impact of health care response in patients with spinal trauma: a record linkage study
In: International journal of population data science: (IJPDS), Band 4, Heft 3
ISSN: 2399-4908
Background with rationale Traumatic spinal injuries (TSI) include column fractures, spinal cord injury, or both. They are among the most severe injuries with potential long-term physical, psychological, and social consequences. Primary causes of TSIs are falls and motor vehicle crashes, however, mental illness and substance use are known to significantly increase all injury risk. Injury is also known to increase risks of mental deterioration and physical complications including self-harm and self-neglect.
Main Aim We aimed to identify comorbid mental illness and/or substance use at incident TSI, quantifying associated costs and health service management of these inequities.
Methods NSW record-linkage administrative data analyses (2013-2016) will determine accurate prevalence of mental illness and/or substance use disorder among all patients who sustained acute TSI during the study period. Using recurrent event analyses, we will estimate the contributions of mental illness and/or substance use disorder on the impact on hospital acquired complications (HAC), length of stay and costs; assessing records for social work and/or psychologist consultation.
Results 13,489 individuals were hospitalised with acute TSI; 21% had either mental health and/or substance use diagnoses; 8.7% had both. These patients were more likely to have experienced falls or intentional self-harm, be male and have multiple comorbidity. Acute care stay and costs were on average twice that of patients with TSI without mental health and/or substance use diagnoses; additionally they were more than twice as likely to experience HACs. Only 56% of TSI patients with these comorbid conditions in the context of TSI, had documented social work or psychologist consultation.
Conclusion Patients with mental illness and/or substance use disorder, experience significant health disparities that require concerted health system attention that should begin early in acute care.
Pre-Existing Mental Disorder, Clinical Profile, Inpatient Services, And Costs in People Hospitalised Following Traumatic Spinal Injury: A Population Record-Linkage Study
In: International journal of population data science: (IJPDS), Band 5, Heft 5
ISSN: 2399-4908
IntroductionRisk of traumatic injury is increased in individuals with mental illness, substance use disorder and dual diagnosis (mental disorders); these conditions will pre-exist among individuals hospitalised with acute traumatic spinal injury (TSI). Although early intervention can improve outcomes for people who experience mental disorders or TSI, the incidence, management, and cost of this often complex comorbid health profile is not sufficiently understood.
Objectives and ApproachIn a whole-population cohort of patients hospitalised with acute TSI, we aimed to describe the prevalence of pre-existing mental disorders, and compare differences in injury epidemiology, costs and inpatient allied health service access.
Record-linkage study of all hospitalised cases of TSI between June 2013 and June 2016 in New South Wales, Australia. TSI was defined by specific ICD-10-AM codes. Mental disorder status was considered as pre-existing where specific ICD-10-AM codes were recorded in incident admissions.
Results13,489 individuals sustained acute TSI during this study. 13.11%, 6.06%, and 1.82% had pre-existing mental illness, substance use disorder, and dual diagnosis, respectively. Individuals with mental disorder were older (p<0.001), more likely to have had a fall or self-harmed (p<0.001), experienced almost twice the length of stay and inpatient complications, and increased injury severity compared to individuals without mental disorder (p<0.001).
Conclusion / ImplicationsIndividuals hospitalised for TSI with pre-existing mental disorder have greater likelihood of increased injury severity and more complex, costly acute care admissions compared to individuals without mental disorder. Care pathway optimisation including prevention of hospital acquired complications for people with pre-existing mental disorders hospitalised for TSI is warranted.