Crash-related Injuries Research Articles

Factors behind not using child restrain(t) among hospital employees and general population: A case control study.

Motor vehicle crash (MVC) related injury has been identified as a major public health concern. Child restrain (CR) seat belts can minimize the mortality and morbidity from MVC. The use for seat belts is substantially low in developing countries like Pakistan even though its use has been shown to decrease morbidity and mortality by a significant extent. This was a case control study with cases from the general population (GP) and controls from the Aga Khan University (AKU) employees in a 3:1 ratio. The study questionnaire was based on parameters like gender, education level, awareness and presence of CR and also assessed the frequency of usage, reasons for not using CR and the source of knowledge regarding CR use. Out of 848 respondents, 212 were from AKU and 636 were from the GP. 96.7% from AKU had at least a bachelor's degree while less than half (42.6%) of those from the GP were graduate or above (P<0.001). A statistically significant difference was found between the two groups with drivers from AKU being generally more aware about CR and its use. 81.1% of the group from AKU compared to 59.7% from the general population were found to be aware of child restraint use (P<0.001). Media (40.6%) was found to be the most common source of information amongst the AKU employees. Most motor vehicle related injuries in children can be prevented or their severity may be reduced by the use of appropriate child restraint seat belts.

An evaluation of the effect of Ohio's graduated driver licensing law on motor vehicle crashes and crash outcomes involving drivers 16 to 20 years of age

ABSTRACTObjective: Nationally, motor vehicle crashes are the leading cause of death among youth ages 16 to 20 years. Graduated driver licensing (GDL) laws have been implemented to reduce motor vehicle crashes among teen drivers. Studies have shown decreases in teen crash rates and crash-related fatality rates following enactment of GDL laws. However, GDL laws typically apply to teens only until their 18th birthday; therefore, the effect, if any, that GDL laws have on youth drivers ages 18 to 20 years and whether these programs should be extended to include these older youth warrant further study. The objective of this study was to evaluate the effects of Ohio's 2007 revised GDL law on motor vehicle crashes and crash-related injuries for crashes involving teen drivers ages 16 to 20 years, with a focus on the effects on crashes involving drivers ages 18 to 20 years.Methods: Cross-sectional analysis of motor vehicle crashes involving drivers ages 16 to 20 years in Ohio in the pre-GDL (2004–2006) and post-GDL (2008–2010) periods was performed. Descriptive statistics and population-based crash rates for drivers and occupants ages 16 to 20 years were calculated, as well as rate ratios and 95% confidence intervals (CIs) comparing crashes in the pre-GDL and post-GDL periods.Results: Compared with the pre-GDL period, the post-GDL period was associated with lower crash rates for drivers age 16 years (relative risk [RR] = 0.94; 95% CI, 0.90–0.98), age 17 years (RR = 0.90; 95% CI, 0.88–0.93), age 18 years (RR = 0.95; 95% CI, 0.92–0.97), and ages 16–17 years combined (RR = 0.92; 95% CI, 0.90–0.95). Crash rate was higher for the post-GDL period for drivers age 19 years (RR = 1.04; 95% CI, 1.01–1.07), age 20 years (RR = 1.09; 95% CI, 1.05–1.13), and ages 18–20 years combined (RR = 1.02; 95% CI, 1.00–1.03).Conclusions: Unlike previous studies, this investigation used linked data to evaluate the outcomes of all occupants in crashes involving drivers ages 16–20 years. The post-GDL period was associated with lower crash, injury crash, and fatal crash involvement among drivers and occupants ages 16–17 years but higher overall crash involvement for drivers and occupants ages 19 years, 20 years, and 18–20 years combined. These findings support extending GDL restrictions to novice drivers ages 18 through 20 years to reduce crashes in that group.

Examining motorcyclists' postcrash impressions: A qualitative study

ABSTRACTObjective: Motorcycle-related crashes and injuries continue to be of great concern in Iran. This study seeks to explore how motorcyclists' perspectives and impressions of a crash are shaped and influence their future riding behaviors.Methods: This was a qualitative study conducted in 3 major cities in Iran between March 2011 and February 2012. Participants included 31 male motorcyclists, of whom 22 participated in 4 focus groups and 9 in in-depth interviews. Findings were derived through the thematic method of analysis.Results: Six delineated themes suggest different factors that influence riders' postcrash impressions. These include (1) opposing reactions from family and peers postcrash; (2) the motorcyclist's perception of his or her ability to handle risky road situations; (3) risk-taking attributes; (4) perceived responsibility in meeting family needs; (5) the severity of the crash-related injury; and (6) elapsed time from the crash experience.Conclusions: Riders' postcrash impressions were formed by the opposing reactions of their family and peers to the crash experience (i.e., the index crash); the personality of riders, including being overconfident and a risk taker; familial obligations; feeling traumatized by the crash; and passage of time. These formed their perceptions, feelings, attitudes, and thoughts about the index crash.These findings are an important step in understanding how perception and attitudes of motorcyclists are shaped and how these influence their future riding behavior. The needs for interventional studies to assess the effectiveness of road safety risk reduction programs aligned with the riders' degree of postcrash impressions are discussed.

Vital Signs: Motor Vehicle Injury Prevention - United States and 19 Comparison Countries.

Each year >32,000 deaths and 2 million nonfatal injuries occur on U.S. roads. CDC analyzed 2000 and 2013 data compiled by the World Health Organization and the Organisation for Economic Co-operation and Development (OECD) to determine the number and rate of motor vehicle crash deaths in the United States and 19 other high-income OECD countries and analyzed estimated seat belt use and the percentage of deaths that involved alcohol-impaired driving or speeding, by country. In 2013, the United States motor vehicle crash death rate of 10.3 per 100,000 population had decreased 31% from the rate in 2000; among the 19 comparison countries, the rate had declined an average of 56% during this time. Among all 20 countries, the United States had the highest rate of crash deaths per 100,000 population (10.3); the highest rate of crash deaths per 10,000 registered vehicles (1.24), and the fifth highest rate of motor vehicle crash deaths per 100 million vehicle miles traveled (1.10). Among countries for which information on national seat belt use was available, the United States ranked 18th out of 20 for front seat use, and 13th out of 18 for rear seat use. Among 19 countries, the United States reported the second highest percentage of motor vehicle crash deaths involving alcohol-impaired driving (31%), and among 15, had the eighth highest percentage of crash deaths that involved speeding (29%). Motor vehicle injuries are predictable and preventable. Lower death rates in other high-income countries, as well as a high prevalence of risk factors in the United States, suggest that the United States can make more progress in reducing crash deaths. With a projected increase in U.S. crash deaths in 2015, the time is right to reassess U.S. progress and set new goals. By implementing effective strategies, including those that increase seat belt use and reduce alcohol-impaired driving and speeding, the United States can prevent thousands of motor vehicle crash-related injuries and deaths and hundreds of millions of dollars in direct medical costs every year.

Weather impacts on single-vehicle truck crash injury severity

IntroductionThe focus of this paper is on illustrating the feasibility of aggregating data from disparate sources to investigate the relationship between single-vehicle truck crash injury severity and detailed weather conditions. Specifically, this paper presents: (a) a methodology that combines detailed 15-min weather station data with crash and roadway data, and (b) an empirical investigation of the effects of weather on crash-related injury severities of single-vehicle truck crashes. MethodRandom parameters ordinal and multinomial regression models were used to investigate crash injury severity under different weather conditions, taking into account the individual unobserved heterogeneity. The adopted methodology allowed consideration of environmental, roadway, and climate-related variables in single-vehicle truck crash injury severity. Results and conclusionsResults showed that wind speed, rain, humidity, and air temperature were linked with single-vehicle truck crash injury severity. Greater recorded wind speed added to the severity of injuries in single-vehicle truck crashes in general. Rain and warmer air temperatures were linked to more severe crash injuries in single-vehicle truck crashes while higher levels of humidity were linked to less severe injuries. Random parameters ordered logit and multinomial logit, respectively, revealed some individual heterogeneity in the data and showed that integrating comprehensive weather data with crash data provided useful insights into factors associated with single-vehicle truck crash injury severity. Practical applicationsThe research provided a practical method that combined comprehensive 15-min weather station data with crash and roadway data, thereby providing useful insights into crash injury severity of single-vehicle trucks. Those insights are useful for future truck driver educational programs and for truck safety in different weather conditions.

Toward best practice in Human Machine Interface design for older drivers: A review of current design guidelines

Older adults are the fastest growing segment of the driving population. While there is a strong emphasis for older people to maintain their mobility, the safety of older drivers is a serious community concern. Frailty and declines in a range of age-related sensory, cognitive, and physical impairments can place older drivers at an increased risk of crash-related injuries and death. A number of studies have indicated that in-vehicle technologies such as Advanced Driver Assistance Systems (ADAS) and In-Vehicle Information Systems (IVIS) may provide assistance to older drivers. However, these technologies will only benefit older drivers if their design is congruent with the complex needs and diverse abilities of this driving cohort. The design of ADAS and IVIS is largely informed by automotive Human Machine Interface (HMI) guidelines. However, it is unclear to what extent the declining sensory, cognitive and physical capabilities of older drivers are addressed in the current guidelines. This paper provides a review of key current design guidelines for IVIS and ADAS with respect to the extent they address age-related changes in functional capacities. The review revealed that most of the HMI guidelines do not address design issues related to older driver impairments. In fact, in many guidelines driver age and sensory cognitive and physical impairments are not mentioned at all and where reference is made, it is typically very broad. Prescriptive advice on how to actually design a system so that it addresses the needs and limitations of older drivers is not provided. In order for older drivers to reap the full benefits that in-vehicle technology can afford, it is critical that further work establish how older driver limitations and capabilities can be supported by the system design process, including their inclusion into HMI design guidelines.

Seatbelt use to save money: Impact on hospital costs of occupants who are involved in motor vehicle crashes

ObjectiveSeatbelt use is the single most effective way to save lives in motor vehicle crashes (MVC). However, although safety belt laws have been enacted in many countries, seatbelt usage throughout the world remains below optimal levels, and educational interventions may be needed to further increase seatbelt use. In addition to reducing crash-related injuries and deaths, reduced medical expenditures resulting from seatbelt use are an additional benefit that could make such interventions cost-effective. Accordingly, the objective of this study was to estimate the correlation between seatbelt use and hospital costs of injuries involved in MVC. MethodsThe data used in this study were from the Nebraska CODES database for motor vehicle crashes that occurred between 2004 and 2013. The hospital cost information and information about other factors were obtained by linking crash reports with hospital discharge data. A multivariable regression model was performed for the association between seatbelt use and hospital costs. ResultsMean hospital costs were significantly lower among motor vehicle occupants using a lap–shoulder seatbelt ($2909), lap-only seatbelt ($2289), children’s seatbelt ($1132), or booster ($1473) when compared with those not using any type of seatbelt ($7099). After adjusting for relevant factors, there were still significantly decreased hospital costs for motor vehicle occupants using a lap–shoulder seatbelt (84.7%), lap-only seatbelt (74.1%), shoulder-only seatbelt (40.6%), children’s seatbelt (95.9%), or booster (82.8%) compared to those not using a seatbelt. ConclusionSeatbelt use is significantly associated with reduced hospital costs among injured MVC occupants. The findings in this study will provide important educational information for emergency department nurses who can encourage safety belt use for vehicle occupants.

Does an on-road motorcycle coaching program reduce crashes in novice riders? A randomised control trial

ObjectivesMotorcycle riding is increasing globally and confers a high risk of crash-related injury and death. There is community demand for investment in rider training programs but no high-quality evidence about its effectiveness in preventing crashes. This randomised trial of an on-road rider coaching program aimed to determine its effectiveness in reducing crashes in novice motorcycle riders. MethodsBetween May 2010 and October 2012, 2399 newly-licensed provisional riders were recruited in Victoria, Australia and completed a telephone interview before randomisation to intervention or control groups. Riders in the intervention group were offered an on-road motorcycle rider coaching program which involved pre-program activities, 4h riding and facilitated discussion in small groups with a riding coach. Outcome measures were collected for all participants via telephone interviews at 3 and 12 months after program delivery (or equivalent for controls), and via linkage to police-recorded crash and offence data. The primary outcome was a composite measure of police-recorded and self-reported crashes; secondary outcomes included traffic offences, near crashes, riding exposure, and riding behaviours and motivations. ResultsFollow-up was 89% at 3 months and 88% at 12 months; 60% of the intervention group completed the program. Intention-to-treat analyses conducted in 2014 indicated no effect on crash risk at 3 months (adjusted OR 0.90, 95% CI: 0.65–1.27) or 12 months (adjusted OR 1.00, 95% CI: 0.78–1.29). Riders in the intervention group reported increased riding exposure, speeding behaviours and rider confidence. ConclusionsThere was no evidence that this on-road motorcycle rider coaching program reduced the risk of crash, and we found an increase in crash-related risk factors.

Estimating the human recovery costs of seriously injured road crash casualties

Road crashes result in substantial trauma and costs to societies around the world. Robust costing methods are an important tool to estimate costs associated with road trauma, and are key inputs into policy development and cost–benefit analysis for road safety programmes and infrastructure projects. With an expanding focus on seriously injured road crash casualties, in addition to the long standing focus on fatalities, methods for costing seriously injured casualties are becoming increasingly important. Some road safety agencies are defining a seriously injured casualty as an individual that was admitted to hospital following a road crash, and as a result, hospital separation data provide substantial potential for estimating the costs associated with seriously injured road crash casualties. The aim of this study is to establish techniques for estimating the human recovery costs of (non-fatal) seriously injured road crash casualties directly from hospital separation data. An individuals’ road crash-related hospitalisation record and their personal injury insurance claim were linked for road crashes that occurred in New South Wales, Australia. These records provided the means for estimating all of the costs to the casualty directly related to their recovery from their injuries. A total of 10,897 seriously injured road crash casualties were identified and four methods for estimating their recovery costs were examined, using either unit record or aggregated hospital separation data. The methods are shown to provide robust techniques for estimating the human recovery costs of seriously injured road crash casualties, that may prove useful for identifying, implementing and evaluating safety programmes intended to reduce the incidence of road crash-related serious injuries.

427 Implementation of a “Safety Bundle” at a Large Annual Motorcycle Rally: Effect on Crash-Related Trauma Activations, Intracranial Injuries, and Deaths

427 Implementation of a “Safety Bundle” at a Large Annual Motorcycle Rally: Effect on Crash-Related Trauma Activations, Intracranial Injuries, and Deaths

Characteristics, cycling patterns, and crash and injury experiences at baseline of a cohort of transport and recreational cyclists in New South Wales, Australia

This paper examines self-reported retrospective data for a 12 month period from 2038 adult cyclists from New South Wales (Australia), and compares cyclists according to whether they self-identify as riding mainly for transport or mainly for recreation. Statistically significant differences were found in the demographic characteristics, cycling patterns, and crash experiences between these two groups of cyclists. Transport cyclists tended to be younger, travel more days per week, and within morning and evening peak hours than recreational cyclists; recreational cyclists were more likely to identify fitness as a purpose for cycling. The proportion of cyclists experiencing a crash or crash-related injury in the previous 12 months was similar for transport and recreational cyclists, but there were differences in crash types and location which likely reflect different cycling environments. Heterogeneity within transport and recreational cyclists was also found, based on self-reported riding intensity. An understanding of the different cycling patterns and experiences of various types of cyclists is useful to inform road safety, transport and health promotion policy.

Syndromic Surveillance of Motor Vehicle Crash Related Injuries in Nebraska

Traffic crashes cost Nebraska $1.6 billion a year, are the leading cause of injury death, and the fourth leading cause of injury hospital treatment in Nebraska. This pilot study demonstrates the value of emergency department syndromic surveillance data to aid the surveillance of motor vehicle crash (MVC) related injuries in Nebraska. Results of this study suggests that emergency department syndromic surveillance data can be used for the timely identification of MVC-related injuries in Nebraska. This will allow stakeholders to identify accident hot spots and better deployments of accident prevention assets and procedures.

Urban crash-related child pedestrian injury incidence and characteristics associated with injury severity

ObjectiveDescribe age-based urban pedestrian versus auto crash characteristics and identify crash characteristics associated with injury severity. Materials and methodsSecondary analysis of the 2004–2010 National Highway and Traffic Safety Administration database for Illinois. All persons in Chicago crashes with age data who were listed as pedestrians (n=7175 child age ≤19 yo, n=16,398 adult age ≥20 yo) were included. Incidence and crash characteristics were analyzed by age groups and year. Main outcome measures were incidence, crash setting, and injury severity. Multivariate logistic regression analysis was performed to estimate injury severity by crash characteristics. ResultsOverall incidence was higher for child (146.6 per 100,000) versus adult (117.3 per 100,000) pedestrians but case fatality rate was lower (0.7% for children, 1.7% for adults). Child but not adult pedestrian injury incidence declined over time (trend test p<0.0001 for <5 yo, 5–9 yo, and 10–14 yo; p<0.05 for 15–19 yo, p=0.96 for ≥20 yo). Most crashes for both children and adults took place during optimal driving conditions. Injuries were more frequent during warmer months for younger age groups compared to older (χ2p<0.001). Midblock crashes increased as age decreased (p<0.0001 for trend). Most crashes occurred at sites with sub-optimal traffic controls but varied by age (p<0.0001 for trend). Crashes were more likely to be during daylight on dry roads in clear weather conditions for younger age groups compared to older (χ2p<0.001). Daylight was associated with less severe injury (child OR 0.93, 95% CI 0.87–0.98; adult OR 0.90, 95% CI 0.87–0.93). ConclusionThe incidence of urban pedestrian crashes declined over time for child subgroups but not for adults. The setting of pedestrian crashes in Chicago today varies by age but is similar to that seen in other urban locales previously. Injuries for all age groups tend to be less severe during daylight conditions. Age-based prevention efforts may prove beneficial.

The effects of age, gender, and crash types on drivers’ injury-related health care costs

There are many studies that evaluate the effects of age, gender, and crash types on crash related injury severity. However, few studies investigate the effects of those crash factors on the crash related health care costs for drivers that are transported to hospital. The purpose of this study is to examine the relationships between drivers’ age, gender, and the crash types, as well as other crash characteristics (e.g., not wearing a seatbelt, weather condition, and fatigued driving), on the crash related health care costs. The South Carolina Crash Outcome Data Evaluation System (SC CODES) from 2005 to 2007 was used to construct six separate hierarchical linear regression models based on drivers’ age and gender. The results suggest that older drivers have higher health care costs than younger drivers and male drivers tend to have higher health care costs than female drivers in the same age group. Overall, single vehicle crashes had the highest health care costs for all drivers. For males older than 64-years old sideswipe crashes are as costly as single vehicle crashes. In general, not wearing a seatbelt, airbag deployment, and speeding were found to be associated with higher health care costs. Distraction-related crashes are more likely to be associated with lower health care costs in most cases. Furthermore this study highlights the value of considering drivers in subgroups, as some factors have different effects on health care costs in different driver groups. Developing an understanding of longer term outcomes of crashes and their characteristics can lead to improvements in vehicle technology, educational materials, and interventions to reduce crash-related health care costs.

Protection of Vulnerable Occupant Population in Traffic Incidents

Motor vehicle crash (MVC) related injuries have been effectively reduced over the past decades. However, field data analysis indicates not all occupants were equally protected under the current safety design. Comparing to mid-age and mid-size occupants, children, elderly, and obese occupants are at greater risk of severe injuries and death [1-3]. For example, with similar incidents, a 75-year-old occupant is, on the average, 3.87 to 6.7 times as likely to die as a 21year-old male occupant. Moreover, older occupants are at greater risk of serious injury to all body regions [1]. As a result, vehicle safety designs should be specifically tailored toward these vulnerable populations for full-scale injury prevention.

Female drivers increasingly involved in impaired driving crashes: actions to ameliorate the risk.

Emergency physicians are confronted daily with the care of traumatically injured patients. A considerable proportion of blunt trauma cases are due to motor vehicle crashes. While men have historically been overrepresented in crash-related injuries and deaths, unfavorable trends for women in alcohol-impaired driving crashes have emerged. This extended commentary with in-depth review presents an examination of the evolving role of sex and gender in alcohol-impaired driving and its outcomes.

Road Traffic Injuries among Young Drivers in Oman.

During the last year and early this year, Oman witnessed a substantial fall in road traffic crashes and injuries.1 This could be ascribed to many agents, which include stringent enforcement efforts and promoting awareness in the community. Even then, to sustain this decline and to further reduce crashes, a deeper understanding of the problem is needed. For example, young Omanis aged 16 to 25 years old make up around 20% of the Omani population, yet these young drivers account for over 31% of the road crash related fatalities and 37% of the road crash related injuries.1 This overrepresentation of young road users in traffic crashes and fatalities is intolerable. Driving is the prominent mode of mobility for young Omanis, given the lack of an efficient public transportation system in the country. Although it is widely known that road infrastructure in the country and vehicle safety standards have greatly improved over time, still an increasing number of young drivers are involved in fatal and injury related road crash. International research reports that young drivers are aggressive on the road and more easily distracted while driving.2 Omani research has also shown that young drivers report higher levels of risky behavior in comparison to wider community of Gulf Cooperation Council (GCC) drivers and other international samples.3 Several researches have recently focused on the social environment as one of the contributing factors influencing the driving behavior of young drivers, especially the role of models.2,4,5 However, to date there is very limited research into young Omani drivers and the personal, behavioral and environmental dimensions underlying their driving behaviors and associated decision making. Young drivers are particularly influenced by whom they have interacted with, and current research in Oman and overseas has identified the increasing role and importance of peers and parents on a young driver behavior. Importantly, the influence can be both positive and negative. In particular, the current Oman based research about young drivers is starting to uncover the seminal role of parents as both a role model and influence in promoting safe driving behavior. Through following the significant individuals (i.e. parents) driving style, young drivers may model their driving behavior and adopt their driving attributes especially during the process of learning to drive.6 Thus, parents take a highly significant part in the induction of a specific behaviors and attitudes among young drivers, and in the continuity of that behavior through direct or indirect reinforcement.7 The influence of role models in young driver behavior is a growing research area. One of the scientific behavioral theories used to explore this area of young driver road safety is Akers’ Social Learning Theory (ASLT). ASLT can explain several risky driving behaviors among young drivers as a consequence of the social reinforcement.5,7 Currently, research is being conducted in Oman to investigate the interactive effect of the person, behavior and environment factors upon the hazardous driving behaviors among new drivers in Oman. This research is part of broad research project currently being conducted by the Center of Accident Research and Road Safety-Queensland (CARRS-Q) from Queensland University of Technology (Australia), with grant funds from The Research Council (TRC) and collaboration with Sultan Qaboos University and Royal Oman Police. This and other current TRC funded research on road safety in Oman, is shedding new light on driver's behavior in Oman and will assist in designing and implementing effective road safety strategies in the country.

The World Health Organization's action plan on the road traffic injury pandemic: is there any action for orthopaedic trauma surgeons?

Road traffic crash-related death, injury, and chronic disability continue to be a major worldwide burden to drivers, pedestrians, and users of mass transit, especially in low- and middle-income countries (LMIC). Projections predict worsening of this burden, and while motorization of LMIC increases exponentially, a corresponding improvement in prehospital and acute in-hospital trauma care has not been seen. The WHO now has 2 programs that address different elements of this challenge, namely, the Violence and Injury Prevention department (prevention) and the Emergency and Essential Surgical Care project (treatment). Activities of Violence and Injury Prevention have included developing guidelines for prehospital and essential trauma care, whereas activities of the Emergency and Essential Surgical Care have included developing the Integrated Management of Emergency and Essential Surgical Care toolkit and a textbook, "Surgical Care at the District Hospital." Organized surgical institutions in high-income countries-trauma associations, university departments, surgical nongovernmental organizations, etc.-can benefit from the infrastructure and tools the WHO has developed to better address the deficits in surgical services to improve the equitable distribution of surgical care services and resources to LMIC.

Obstructive Sleep Apnea in North American Commercial Drivers

The most common medical cause of excessive daytime sleepiness (EDS) is obstructive sleep apnea (OSA). Specifically, among an estimated 14 million US commercial drivers, 17–28% or 2.4 to 3.9 million are expected to have OSA. Based on existing epidemiologic evidence, most of these drivers are undiagnosed and not adequately treated. Untreated OSA increases the risk of vehicular crashes as documented in multiple independent studies and by meta-analysis. Therefore, identifying commercial drivers with OSA and having them effectively treated should decrease crash-related fatalities and injuries. Several strategies are available for screening and identifying drivers with OSA. The simplest and most effective objective strategies use body mass index (BMI) cutoffs for obesity. Functional screens are promising adjuncts to other objective tests. The most effective approach will likely be a combination of a good questionnaire; BMI measures; and a careful physician-obtained history complemented by a functional screen.

A Method for Linking Motor Vehicle Victim and Collision Data Collected by Multiple County Agencies

Objective: This study assessed roadside and bedside factors associated with early mortality following motor vehicle trauma. Methods: This retrospective cohort study evaluated motor vehicle crashes in Orange County Florida in 2009 that became medical examiner cases. Data from the Department of Highway Safety and Motor Vehicles (DHSMV), emergency medical services (EMS), a level I trauma center, and the medical examiner were integrated for the analysis. The primary outcome measure was early death, defined by death within 48 hours of a motor vehicle trauma. Both traditional and nontraditional predictors of early mortality were assessed. Results: The most significant factors associated with early mortality were as follows: (1) From autopsy: hemothorax (odds ratio [OR] = 8.26, 95% confidence interval [CI]: 1.83–37.3) and liver injury (OR = 4.26, 95% CI: 1.70–15.6); (2) from hospital data: systolic blood pressure (OR = 0.98, 95% CI: 0.96–0.99) and having cardiopulmonary resuscitation (CPR) performed in the emergency department (OR = 13.4, 95% CI: 1.51–118.72); and (3) from DHSMV: involvement of drugs and/or alcohol (OR = 4.27, 95% CI: 1.33–13.6), total fatalities (OR = 6.07, 95% CI: 1.57–23.5), speed of vehicle (OR = 1.06, 95% CI: 1.02–1.09), and number of lanes at the crash scene (OR = 1.58, 95% CI: 1.13–2.20). Conclusion: These results were made possible by integrating 4 distinct data sources. As future research in traffic-related injury moves toward prevention, it will be critical to evaluate new preventative strategies quickly and effectively. A unique number that is both patient and event specific that could be incorporated into each of these databases would make such integration seamless. Successful methods for linking data collected by the multiple agencies involved in motor vehicle collisions will ultimately provide invaluable information for medical personnel, researchers, engineers, planners, and policy makers at the local, state, and national levels to identify safety priorities to reduce crash-related injuries and fatalities.