INTRODUCTION TO TBI DATABASE RESEARCH Juan Carlos Arango, Ph.D Virginia Commonwealth University...

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INTRODUCTION TO TBI DATABASE RESEARCH Juan Carlos Arango, Ph.D Virginia Commonwealth University Medical Center

Transcript of INTRODUCTION TO TBI DATABASE RESEARCH Juan Carlos Arango, Ph.D Virginia Commonwealth University...

INTRODUCTION TO TBI DATABASE RESEARCH

Juan Carlos Arango, Ph.DVirginia Commonwealth University Medical Center

The Traumatic Brain Injury

Model Systems of CareA project funded by the US Department of Education

National Institute on Disability and Rehabilitation Research

Project Design First prospective, longitudinal multi-center study

ever conducted which examines the course of recovery and outcomes following the delivery of a coordinated system of acute neurotrauma and inpatient rehabilitation.

Includes large scale follow-up to 15 years post-injury.

NIDRR Funding Span 2007-2012

TBIMS Program Priorities

Conduct research that contributes to evidence-based rehabilitation interventions which improve the lives of individuals with TBI.

TBI Model System Locations

Currently Funded

Follow-up Center

Previously Funded

Definition of TBIDamage to brain tissue caused by an

external mechanical force as evidenced by medically documented loss of consciousness or post traumatic amnesia (PTA) due to brain trauma or by objective neurological findings that can be reasonably attributed to TBI on physical examination or mental status examination.

Database Inclusion Criteria Moderate to severe TBI (PTA>24 hrs or LOC>30

minutes or GCS in ED<13 or intracranial neuroimaging abnormalities).

Admitted to system’s hospital emergency department within 72 hours of injury.

16 years of age or older at the time of injury. Receives acute care and comprehensive inpatient

rehabilitation within the model system hospitals. Informed consent is signed by patient, family or

guardian.

Database Objectives Study the clinical course of individuals with

TBI from time of injury through discharge from acute care and rehabilitation care.

Evaluate the recovery and long-term outcome of individuals with TBI.

Establish a basis for comparison with other data sources.

TBIMS National DatabaseSample Size and Attrition Rates*

Form I – 8,077 cases

Form II – 24,011 follow-ups Year 1 – 7,339 – 17% attrition Year 2 – 6,208 – 20% attrition Year 5 – 3,776 – 23% attrition Year 10 – 962 – 30% attrition Year 15 – 368 – 21% attrition

*as of 31-Mar-08

Framework for Variable Selection

I. Premorbid history

II. Demographic characteristics of the population

III. Causes and severity of injury

IV. Nature of diagnoses

V. Types of treatment/services

VI. “Costs” of treatment/services

VII. Measurement and prediction of outcomes including impairment, disability and participation

I. Premorbid History History of TBI Drug Use Alcohol use (NHSDA/BRFSS) Conditions and limitations Psychiatric History Arrests/felony incarcerations Learning/behavior problems

II. Demographic Characteristics

Age Gender Race Marital Status Residence

Zip Code Living with Level of education Employment

III. Severity of Injury Glasgow Coma Scale Score Revised Trauma Score Duration of unconsciousness Duration of Post Traumatic Amnesia

VI. “Costs” of Treatment Length of stay Charges Payor source

VII. Measure and Predict Outcome at Follow-up

Participation Living with Residence type Marital Status Level of education Alcohol use Drug use Employment

Employment Variables employment status hours per week paid competitive employment date of first postinjury competitive employment weeks of paid competitive employment, past year annual earnings receipt of vocational rehabilitation services census occupational category

VII. Measure and Predict Outcome at Follow-up

Participation (cont.) Transportation Income and source Arrests Psychiatric problems Patient Health Questionnaire (PHQ-9) Satisfaction with Life Scale (SWLS) Participation Assessment (PART)

66-755%

76-854%

>=861%

16-2533%

26-3518%

36-4518%

46-5513%

56-658%

Age

Male74%

Female26%

Gender

Employment Status At Injury

Unemployed14%

Retired12%

Homemaker2%

Employed63%

Student7%

Other1%

Volunteer1%

>=2935%

8 Thru 2843%

1 Thru 715%

<17%

Days in PTA(Less Severe)

(Very Severe)

(Extremely Severe)

Severity of Injury few have previous TBI (7%) moderate to severe TBI (64%)

prevalent average duration LOC = 9.5 days average duration PTA = 26 days

Costs of Treatment average daily charge is $ 7,779 for acute

care and $ 2,085 for inpatient rehabilitation acute care LOS has remained relatively

stable and inpatient rehabilitation stays have declined but not consistently

41% have government-sponsored care (Medicaid/Medicare)

Disability Outcomes most improvement in level of disability

and functional ability occurs during inpatient rehabilitation

continued improvement is seenat 1 yr. post-injury

disability and functional ability levels plateau 1 to 2 yrs. post-injury