Emergency, acute, and surgical management of spine trauma

OBJECTIVES: To assess trends in emergency, acute, and surgical management of spinal cord injury (SCI), and evaluate the relations between surgery and the occurrence of specific complications. SETTING: Model SCI Care Systems. DESIGN: Case series. PARTICIPANTS: Consecutive samples of 3,756 acute spinal injuries admitted to the Midwest Regional Spinal Cord Injury Care System between 1990 and 1999, 2,204 individuals admitted to a Model SCI System within 24 hours of injury before 1995, and 941 individuals who were injured between December 1995 and August 1998 and were admitted to a Model System within 24 hours of injury. MAIN OUTCOME MEASURES: Frequencies of injury types, nonoperative treatment and types of spine surgeries, and time sequence associated complications including postoperative wound infections, pressure ulcers, deep vein thrombophlebitis, pulmonary embolism, and pneumonia or atelectasis. RESULTS: Eighty-eight percent of cases entering a Model System through acute care were admitted within 72 hours of injury, 85% were admitted within 24 hours. Comparing 1990 with 1998, the number of persons admitted to Model Systems within 72 hours of injury declined 11%. Operative treatment within the Model Systems increased 5% (p < .01), with increases due to decompression surgeries. Complication rates of nonoperative and surgical cases were not different. CONCLUSIONS: The reduction in 72-hour admissions suggests an increasing percentage of admissions are directly to rehabilitation at a Model System after receiving acute care elsewhere. The increase in the use of surgical procedures involving surgical decompression of the spine is probably due to advances in surgical technology and increased experience and confidence in spine surgery. Surgery does not influence complication development beyond the usual expectations for those who sustain SCI.     

Trends in spinal cord injury demographics and treatment outcomes between 1973 and 1986.

A study of the National Spinal Cord Injury Statistical Center database on 6,563 persons treated at Spinal Cord Injury Care Systems was conducted to detect demographic and treatment outcome trends over time. Data from the initial hospitalization and first two years postinjury were divided into four time periods based on injury year (1973 to 1977, 1978 to 1980, 1981 to 1983, 1984 to 1986). Between 1973 and 1986, mean age at injury increased, as did the percentage of nonwhites and the percentage of persons with quadriplegia, while the percentage of neurologically complete lesions decreased. There was an increase in long-term use of intermittent catheterization. Ventilator use during hospitalization also increased. Mean lengths of stay for acute care and rehabilitation decreased, although mean inflation-adjusted hospital charges increased. The percentage of persons rehospitalized during the second postinjury year decreased substantially. From 1973 to 1986, for persons admitted to the model system within 24 hours of injury, there was a 66% decrease in the risk of dying within the first two years postinjury. Overall, these data document changing demographics and treatment practices as well as an improved prognosis for persons with spinal cord injuries.     

Neurologic recovery after traumatic spinal cord injury: data from the Model Spinal Cord Injury Systems

OBJECTIVE: To present data on neurologic recovery gathered by the Model Spinal Cord Injury (SCI) Systems over a 10-year period. DESIGN: Case series. SETTING: Twenty-one Model SCI Systems. PATIENTS: A total of 3,585 individuals with traumatic SCI admitted between January 1, 1988 and December 31, 1997. MAIN OUTCOME MEASURES: Neurologic impairment category; Frankel grade; American Spinal Injury Association (ASIA) Impairment Scale (AIS) grade; motor score. RESULTS: SCI caused by violence is more likely than SCI from nonviolent etiologies to result in a complete injury. Changes in severity of injury were similar using the older Frankel scale and the newer ASIA Impairment Scale. Individuals who were motor-complete with extended zones of sensory preservation but without sacral sparing were less likely to convert to motor-incomplete status than those with sacral sparing (13.3% vs 53.6%; p < .001). Motor score improvements at 1 year were related to severity of injury, with greater increases for better AIS grades except grade D, because of ceiling effects. Individuals with AIS grade B injuries have a mixed prognosis. CONCLUSION: Neurologic recovery after SCI is influenced by etiology and severity of injury. Multicenter studies on prognostic features such as preserved pin sensation in grade B injuries may identify subgroups with similar recovery patterns. Identification of such groups would facilitate clinical trials for neurologic recovery in acute SCI.     

A demographic profile of new traumatic spinal cord injuries: change and stability over 30 years

OBJECTIVE: To evaluate epidemiologic trends in new spinal cord injuries (SCIs) in the United States over 3 decades. DESIGN: Consecutive case series. SETTING: Model Spinal Cord Injury Systems (MSCIS) facilities. Participants: Persons (N=30,532) admitted to MSCIS facilities within 365 days of injury between 1973 and 2003, and enrolled in the National Spinal Cord Injury Database. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Data were collected at MSCIS admission and rehabilitation discharge. Variables included age, gender, race and ethnic group, year of injury, and level and extent of injury. Specific etiologies were grouped as motor vehicle collisions (MVCs), violence, falls, sports, and other. Demographic and injury severity trends were analyzed by year of injury groupings according to decades (1973-1979, 1980-1989, 1990-1999, 2000-2003.) Chi-square tests assessed statistical significance. One-way analysis of variance compared mean ages. RESULTS: The male/female ratio remained fairly stable at 4:1, but the percentage of women increased slightly over time, especially from MVC etiologies ( P <.001). Over time, the mean age at injury increased significantly ( P <.001); it was 37.7+/-17.5 years in 2000-2003. The majority of cases were white (66.1%). Tetraplegia (54.1%) and complete injuries (55.6%) occurred more than paraplegia and incomplete injuries, respectively. MVCs (45.6%) remained the most common etiology; falls (19.6%) held the second position over violence (17.8%), except for the 1990-1999 period when the positions were reversed. Significantly increasing percentages of new injuries were seen for SCI due to automobile, motorcycle, bicycle, and all-terrain vehicle crashes, blunt object attacks, snow skiing, and medical and surgical mishaps. CONCLUSIONS: Many previously seen SCI demographic trends continued into the 2000 decade.     

Model Spinal Cord Injury System trends, and implications for the future

In the 25 years since the federally designated Model Spinal Cord Injury Systems program was started, many changes have occurred. The systems have increased in number and location and have changed in composition. Data are available on approximately 19,000 acutely injured traumatic spinal cord injured individuals, with more than 117,000 total records. This volume of data allows analysis of many trends affecting the care of people with spinal cord injuries. The time span covered by the database allows comparison of various time periods, including the most recent decade--during which managed care has emerged as a dominant force in health care evolution. This article summarizes these trends, based on information in the articles in this special issue devoted to the Model Spinal Cord Injury Systems. Finally, this article offers an analysis of future implications for SCI care in general and the federally designated Model Spinal Cord Injury Systems program in particular.     

Effects of gender on neurologic and functional recovery after spinal cord injury

OBJECTIVE: To assess gender differences in neurologic and functional outcome measures in persons with spinal cord injury (SCI). DESIGN: Case series. SETTINGS: Model Spinal Cord Injury Systems (MSCIS) throughout the United States. PARTICIPANTS: People (N=14,433) admitted to an MSCIS within 30 days of injury. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Improvement in American Spinal Injury Association (ASIA) motor index score, ASIA Impairment Scale, level of injury, and FIM instrument scores after SCI. RESULTS: When examining subjects grouped by severity of injury, changes in ASIA motor index total scores, from system admission to 1-year anniversary, were significantly greater for women than men with either complete ( P =.035) or incomplete ( P =.031) injuries. Functional comparison of men and women, using the FIM motor subscale, revealed that men had higher FIM motor scores at rehabilitation discharge among those with motor-complete injuries, except for those with C1-4 and C6 neurologic levels. Women with motor-incomplete high tetraplegia (C1-4 levels) had higher discharge FIM motor scores than did similarly afflicted men. There were no significant differences in FIM motor scores among men and women with other levels of motor incomplete SCI. CONCLUSIONS: Gender differences in SCI were seen in several areas. Women may have more natural neurologic recovery than men; however, for a given level and degree of neurologic injury, men tend to do better functionally than women at time of discharge from rehabilitation. Future prospective study of the effects of estrogen on neurologic recovery and the effects of gender on functional potential are recommended.     

Predicting "charge outliers" after spinal cord injury: a multicenter analysis of demographics, injury characteristics, outcomes, and rehabilitation charges

OBJECTIVE: To describe the distribution of charges, to distinguish between "charge outliers" and nonoutliers, and to identify a model that uses demographics and injury characteristics to predict charge outlier status in individuals with spinal cord injury (SCI). DESIGN: Retrospective data analysis of patients admitted to 24 acute inpatient rehabilitation national Spinal Cord Injury Model Systems centers. Statistical analysis, including proportions, means, and standard deviations (SDs), were compiled for the following variables: demographic and injury information, rehabilitation charges, medical complications, associated injuries, and surgical procedures. SETTING: Tertiary, university medical centers participating in the National Institute on Disability and Rehabilitation Research's SCI Model Systems project. PARTICIPANTS: A total of 13,392 patients who were admitted to 24 acute, intensive, interdisciplinary rehabilitation settings after traumatic SCI between November 1972 and August 1996. MAIN OUTCOME MEASURES: Statistical data analysis was used to determine significance between charge outliers and nonoutliers on the basis of demographic, injury characteristics, and clinical factors. Outliers, under the current diagnostic-related group system, are defined as cases in which lengths of stay exceed the mean by the lesser of 20 days or 1.94 SDs. RESULTS: Statistically significant differences were found between SCI charge outliers and nonoutliers based on ethnicity, education, employment, level of injury, American Spinal Injury Association impairment classification, and sponsor of hospitalization. On average, outliers were 4 years older than nonoutliers, and tended to have more associated injuries, pressure ulcers, surgical procedures, and medical complications. A forward-conditional stepwise multiple logistic regression analysis was used to confirm univariate analysis and to predict the presence or absence of outliers based on the predictor variables. A model for the prediction of SCI charge outlier status was defined. CONCLUSIONS: SCI charge outliers are most likely to be retired, insured, have high cervical level injuries, and be educated beyond high school. Improved treatment efficiency serves as a means of cost reduction and is a reason to identify outlier characteristics.     

Predictors of personal care assistance for people with spinal cord injury

OBJECTIVE: To assess the predictors of personal care assistance (PCA) use in people with spinal cord injury (SCI). DESIGN: Cross-sectional. SETTING: Follow-up of individuals crossing their 1st, 5th, 10th, 15th, 20th, or 25th anniversary of injury who underwent their initial rehabilitation at a Spinal Cord Injury Model Systems center. PARTICIPANTS: A total of 2154 participants (2547 records) who met the inclusion criteria for the National Spinal Cord Injury Database and had valid values for the main outcome measures. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Daily hours of paid, unpaid, and occasional PCA services. RESULTS: Differences in an interval version of the motor portion of the FIM trade mark instrument accounted for 26.3% of the variance in total PCA hours, Model Systems differences accounted for 9.3%, and no other predictor accounted for more than 2.1% of the variance. CONCLUSION: Activities of daily living functioning, as measured by the motor portion of the FIM, was the strongest predictor of PCA use among people with SCI.     

Quality of life after spinal cord injury caused by gunshot.

OBJECTIVE: To determine what effect gunshot-caused spinal cord injury (SCI) has on self-reported quality of life (QOL) and on the frequency of pain sufficient to interfere with day-to-day activities. DESIGN: Follow-up, case-control design. SETTING: Analysis of data obtained from the (US) National Spinal Cord Injury Statistical Center from 18 funded Spinal Cord Injury Model Systems. PARTICIPANTS: Individuals with traumatic onset SCI (n = 1901). From these, 111 persons with gunshot-caused SCI were matched to persons with nongunshot SCI. MAIN OUTCOME MEASURES: Satisfaction with Life Scale (SWLS), the Craig Handicap Assessment and Reporting Technique (CHART), Medical Outcomes Study Short-Form Health Survey (SF-12), and an individual pain item from the SF-12. RESULTS: No between-group differences were found on any of the QOL outcome measures. In contrast, those with SCI caused by gunshot reported that pain more frequently interfered with day-to-day activities than the matched comparison group. CONCLUSIONS: SCI caused by gunshot appears largely unrelated to QOL, after controlling for demographic and medical characteristics associated with this group. Gunshot as a mechanism of SCI may place individuals at an increased risk of subsequent development of pain that interferes with activities of daily living.     

Economics of managed care in spinal cord injury

OBJECTIVE: To determine and describe trends in economic variables related to the care of individuals with spinal cord injury (SCI) and significant changes in these trends coincident with major developments in medical care cost control. DATA SOURCES: Data from the National Spinal Cord Injury Statistical Center (NSCISC) database were used to review the economic trends in SCI management from 1973 to 1998 and their relation to managed care and other health care cost-containment measures. A panel of SCI health care specialists was interviewed to determine the appropriate data variables to be reviewed. The Shepherd Center Care Health Management Program, Atlanta, GA, is presented as an example of a fiscally successful managed care program for patients with SCI. DATA EXTRACTION: Data from the NSCISC database for the years studied were extracted and converted to a form suitable for analysis by means of the statistical software SAS. DATA SYNTHESIS: Statistical techniques included multiple regression analysis, logistic regression analysis, and model selection methods. CONCLUSIONS: Trends in economic variables, in the care of individuals with SCI show changes coincident with the introduction of Diagnostic Related Groups (DRGs) and managed care as models for provider reimbursement. Significant changes occurred in acute care charges, rehabilitation charges, length of stay, rehospitalization 1 year postinjury, time from injury to admission to a Model System, and discharges to a nursing home.     

Trends in life expectancy after spinal cord injury

OBJECTIVE: To investigate whether there have been improvements in survival after spinal cord injury (SCI) over time, both in the critical first 2 years after injury and in the longer term. DESIGN: Pooled repeated observations analysis of person-years. For each person-year, the outcome variable is survival and mortality, and the explanatory variables include age, level and grade of injury, and calendar year (the main focus of the analyses). The method can be viewed as a generalization of proportional hazards regression. SETTING: Model spinal cord injury systems and hospital SCI units across the United States. PARTICIPANTS: Persons (N=30,822) admitted to a Spinal Cord Injury Model Systems facility a minimum of 1 day after injury. Only persons over 10 years of age and known not to be ventilator dependent were included. These persons contributed 323,618 person-years of data, with 4980 deaths, over the 1973 to 2004 study period. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Survival. RESULTS: Other factors being equal, over the last 3 decades there has been a 40% decline in mortality during the critical first 2 years after injury. However, the decline in mortality over time in the post-2-year period is small and not statistically significant. CONCLUSIONS: The absence of a substantial decline in mortality after the first 2 years postinjury is contrary to widely held impressions. Nevertheless, the finding is based on a large database and sensitive analytic methods and is consistent with previous research. Improvements in critical care medicine after spinal cord injury may explain the marked decline in short-term mortality. In contrast, although there have no doubt been improvements in long-term rehabilitative care, their effect in enhancing the life span of persons with SCI appears to have been overstated.     

Recent trends in mortality and causes of death among persons with spinal cord injury

OBJECTIVE: To identify and quantify trends in mortality and causes of death among persons with spinal cord injury. DESIGN: Cohort study. SETTING: Model spinal cord injury care systems and Shriner's Hospitals spinal cord injury units throughout the United States. PATIENTS: A total of 28,239 consecutive persons admitted to the model system or to a Shriner's Hospital within 1 year of injury. MAIN OUTCOME MEASURE: Length of survival and cause of death. RESULTS: Among persons who were admitted to the model system within 1 day of injury, the odds of dying during the first postinjury year were reduced by 67% for persons injured between 1993 and 1998 relative to persons injured between 1973 and 1977 after adjusting for trends in age, gender, race, neurologic level of injury, Frankel grade, ventilator status, etiology of injury, sponsor of care, and model system where treatment occurred. However, mortality rates after the first anniversary of injury, which had also been declining from 1973 to 1992, increased 33% for persons injured between 1993 and 1998 relative to persons injured between 1988 and 1992. Respiratory disease was the only cause of death after the first anniversary of injury for which the relative odds increased meaningfully during the latest time period (76% increase over 1988-1992 compared to all other causes). CONCLUSION: While great improvements in life expectancy have been achieved since the Model SCI Systems program began, current data support the need for renewed efforts to improve the prevention and treatment of the complications of spinal cord injury.     

Gender-related differences in acute rehabilitation lengths of stay, charges, and functional outcomes for a matched sample with spinal cord injury: a multicenter investigation

OBJECTIVE: To examine the effects of gender on length of stay (LOS), treatment costs, and outcomes by using a matched sample of patients with spinal cord injury (SCI). DESIGN: A 2 x (15 x 3) mixed, block design was used retrospectively to analyze the impact of gender on subjects matched for age, American Spinal Injury Association (ASIA) motor impairment classification, and level of neurologic injury. SETTING: Twenty medical centers in the federally sponsored Spinal Cord Injury Model Systems project. PARTICIPANTS: One thousand seventy-four adult patients with SCI admitted between 1988 and 1998 were assessed at acute-care admission, inpatient rehabilitation admission, and inpatient rehabilitation discharge. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: ASIA motor index and FIM instrument admission, discharge, and efficiency scores; rehabilitation LOS and medical care charges; and discharge disposition. RESULTS: Analysis revealed no gender-related differences in FIM motor scores on admission and discharge. No differences in FIM motor efficiencies or daily change were observed. No significant differences were found for ASIA motor scores on acute-care admission and rehabilitation discharge. No differences in acute rehabilitation LOS and charges were observed. No gender-related differences were seen in the likelihood of discharge to an institutional setting. CONCLUSION: Gender was not a significant factor in functional outcome of SCI patients after acute rehabilitation.     

Health status, community integration, and economic risk factors for mortality after spinal cord injury

OBJECTIVE: To examine the association of health, community integration, and economic status with subsequent mortality and life expectancy among persons with spinal cord injury. DESIGN: Cohort study. SETTING: Model Spinal Cord Injury Systems (MSCIS) hospitals. PARTICIPANTS: A total of 5947 persons injured since 1973 who were enrolled in the National Spinal Cord Injury Database and who were still alive and received an annual evaluation from November 1995 through March 2002. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Mortality was determined by routine follow-up supplemented by information from the Social Security Death Index. A logistic regression model based on the full set of predictor variables was developed to estimate the chance of dying in any given year. RESULTS: After adjusting for demographic characteristics and injury severity, health status indicators, measures of community integration, and economic status indicators all had relatively small but statistically significant effects (20%-70% increases) on the likelihood of dying during the next year. Inclusion of these factors may result in higher life expectancy estimates under highly favorable conditions. CONCLUSIONS: Whereas previous reports of the MSCIS data have identified the life expectancies associated with a particular set of demographic (eg, age, gender) and injury-related characteristics (level and completeness of injury; ventilator dependence), the current analysis suggests that consideration of health, economic, and psychosocial factors may make computations of life expectancy more accurate.     

Problems of veterans spinal cord injured after age 55: nursing implications

During the past 24 months, 35 veterans 55 years of age or older with new spinal cord injuries have been admitted to the Spinal Cord Injury Service at the Veterans Administration Edward Hines, Jr. Hospital, Hines, Ill. Treatment and rehabilitation of these elderly spinal cord-injured (SCI) veterans present problems different from those of younger veterans. Case presentations identify problems related to older veterans with new spinal cord injuries. Implications for nurses are identified. Recommendations are made concerning the need to develop collaborative relationships within the hospital and liaison relationships with nurses in community agencies to meet the needs of this population.     

History, implementation, and current status of the National Spinal Cord Injury Database

OBJECTIVE: To summarize a 25-year history of the Model Spinal Cord Injury Program and the coexistent National Spinal Cord Injury Database and provide the status of the Database with a discussion of the strengths and weaknesses. DESIGN: Inception cohort. SETTING: Model spinal cord injury systems throughout the United States. RESULTS: As of September 1998, the National Spinal Cord Injury Database included abbreviated registry records on 6,085 new patients, more complete initial injury and hospitalization records on 18,969 new patients, and 78,627 annual follow up records on those persons. Although stability and continuity of the Database has been a priority since it was started, some changes were needed to meet the changes in health care, health care policy, and new technology. CONCLUSION: This large database can now provide a wealth of information about short- and long-term outcomes, provide data on which future health care policies can be evaluated, and act as a source for answers to future research questions.     

Race, employment, and spinal cord injury

OBJECTIVES: To examine issues of employment and race for persons with spinal cord injury (SCI), by assessing the type of work that was being done before and after injury and by placing this in the context of patterns for the general population. DESIGN: Retrospective, cross-sectional analysis. SETTING: Centers funded as part of the federally sponsored Model Spinal Cord Injury Systems (MSCIS) Project. PARTICIPANTS: Two samples: 5925 African Americans and whites with SCI who are part of the MSCIS and a subset of 577 people with SCI. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Demographic information, occupational status, employment rate, job census codes, Craig Hospital Assessment and Reporting Technique-Short Form, and Satisfaction With Life Scale. RESULTS: Racial disparities were found in employment rates before injury and at 1, 5, 10, 15, and 20 years after SCI. Differences were also found in the types of jobs that were held before SCI with patterns for participants similar to those of African Americans and whites in the general population. No differences were found in the types of jobs held by African Americans and whites with SCI at 1 year after injury. After injury, African Americans had lower economic self-sufficiency scores, regardless of employment status, and lower social integration scores among those who were not employed. CONCLUSIONS: Racial disparities found in employment patterns among persons with SCI mirrored patterns among the general population.     

A multicenter investigation of age-related differences in lengths of stay, hospitalization charges, and outcomes for a matched tetraplegia sample.

OBJECTIVE: To examine the effects of age at injury on lengths of stay, treatment costs, and outcomes using a matched sample of tetraplegic spinal cord injury (SCI) patients. DESIGN: Differences were examined by separating the sample into three age categories (18 to 34, 35 to 64, and 65+ years old) matched for American Spinal Injury Association (ASIA) Motor Impairment Classification and level of neurologic preservation bilaterally. Analysis of variance was used to examine age group differences for lengths of stay, medical expenses, and functional outcome. SETTING: Sixteen medical centers in the federally sponsored Spinal Cord Injury Model Systems Project. PARTICIPANTS: Three hundred seventy-five adult patients with tetraplegic SCI admitted between 1988 and 1996 were assessed at acute care admission, inpatient rehabilitation admission, and inpatient rehabilitation discharge. MAIN OUTCOME MEASURES: ASIA Motor Index and Functional Independence Measure (FIM) admission, discharge, and efficiency scores; acute care and rehabilitation lengths of stay and medical care charges; and discharge disposition. RESULTS: Analyses revealed equivalent lengths of stay and charges for all age groups. There were no age-related differences in ASIA and FIM Motor scores at acute care and inpatient rehabilitation admission. Younger patients' scores on the FIM Motor subscale improved significantly more than did middle and older patients'. The two younger groups of patients had a more significant improvement than did older patients, as indicated by ASIA Motor Index scores. When taking lengths of stay into account, the FIM motor scores of the youngest group of patients improved more quickly than those of the two older groups. Furthermore, the younger and middle age groups demonstrated greater treatment efficiency than the older patient group based on ASIA Motor Index score ratios. Younger patients were least likely to be discharged to institutional settings. CONCLUSIONS: Along with neurologic and functional status, age should be considered when formulating treatment plans and prognostic statements. For older patients, alternative rehabilitation settings with lower-intensity treatment and lower charges may prove to be a more efficacious use of resources.     

Medical procedures, complications, and outcomes for patients with spinal cord injury: A multicenter investigation comparing African Americans and whites

OBJECTIVE: To examine the role of race on rehabilitation outcomes for a matched sample of patients with spinal cord injury (SCI). DESIGN: African Americans and whites with SCI were matched based on age group, level and completeness of injury, and sponsor of care to retrospectively analyze the impact of race. SETTING: Eighteen medical centers in the federally sponsored Model Spinal Cord Injury Systems project. PARTICIPANTS: A total of 628 adults with SCI. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Medical procedures and complications; American Spinal Injury Association motor index, and FIMT instrument scores at admission and discharge; and discharge dispositions. RESULTS: Analysis revealed race-related differences in spinal surgeries, laparotomies, traction during acute care, and method of bladder management at discharge. In most cases, these were explained by cause of injury rather than direct affects of race. No differences were found with regard to medical complications functional outcomes, or discharge disposition. CONCLUSIONS: Although differences exist in the medical procedures given to African Americans and whites with SCI, they are generally accounted for by cause of injury rather than the direct affects of race.