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Injury probability functions for pedestrians and bicyclists based on real-world accident data
(2017)
The paper is focusing on the modelling of injury severity probabilities, often called as Injury Risk Functions (IRF). These are mathematical functions describing the probability for a defined population and for possible explanatory factors (variables) to sustain a certain injury severity. Injury risk functions are becoming more and more important as basis for the assessment of automotive safety systems. They contribute to the understanding of injury mechanisms, (prospective) evaluation of safety systems and definition of protection criteria or are used within regulation and/or consumer ratings. In all cases, knowledge about the correlation between mechanical behavior and injury severity is needed. IRFs are often based on biomechanical data. This paper is focusing on the derivation of injury probability models from real world accident data of the GIDAS database (German In-depth Accident Study). In contrast to most academic terms there is no explicit term definition or definition of creation processes existing for injury probability models based on empirical data. Different approaches are existing for such kind of models in the field of accident research. There is a need for harmonization in terms of the used methods and data as well as the handling with the existing challenges. These are preparation of the dataset, model assumptions, censored/unknown data, evaluation of model accuracy, definition of dependent and independent variable, and others. In the presented study, several empirical, statistical and phenomenological approaches were analyzed regarding their advantages and disadvantages and also their applicability. Furthermore, the identification of appropriate prediction parameters for the injury severity of pedestrians has been considered. Due to its main effect on injuries of pedestrians and bicyclists, the importance of the secondary impact has also been analyzed. Finally, the model accuracy, evaluated by several criteria, is the rating factor that gives the quality and reliability for application of the resulting models. After the investigation and evaluation of statistical approaches one method was chosen and appropriate prediction variables were examined. Finally, all findings were summarized and injury risk functions for pedestrians in real world accidents were created. Additionally, the paper gives instructions for the interpretation and usage of such functions. The presented results include IRFs for several injury severity levels and age groups. The presented models are based on a high amount of real world accidents and describe very well the injury severity probability of pedestrians and bicyclists in frontal collisions with current vehicles. The functions can serve as basis for the evaluation of effectiveness of systems like Pedestrian-AEB or Bicycle-AEB.
Learner drivers are readied for their participation in motorised transport within the framework of specific, internationally-diverse preparation systems. These systems are historically developed and are characterised by country-specific economic, infrastructural, legal and cultural circumstances. With the aid of functionally-distinguishable teaching and learning methods as well as testing methods, a conceptual framework was created whilst drawing upon research-methodological approaches of comparative political science as well as teaching and learning principles that facilitated a description and analysis of the systems for a comparative observation to be performed. The systems for the preparation of learner drivers in 44 countries are illustrated in the report. The descriptions are based upon surveys of experts from various institutions (ministries of transport, driving instructor associations, testing organisations) as well as upon literary and Internet research. Alongside European countries with a traditional formal driver training, \"Graduated Driver Licensing\" systems that are primarily encountered in English-speaking countries were also taken into account when selecting the countries. They are characterised by the guarantee of gaining comprehensive driving experience under reduced risk conditions in the form of supervised driving prior to the start of independent driving as well as protective special rules for learner drivers whilst gaining further driving experience during the initial phase of independent driving. The results enable a detailed insight into the country-specific structure of learner driver preparation with the components of the formal driver training in driving schools, informal teaching and learning methods such as supervised driving, the driving tests that must be successfully completed as well as legal frameworks and quality assurance measures. The functionality of system components and architectures shall be discussed against the backdrop of evaluation findings regarding the effectiveness in terms of safety.
Die steigende Lebenserwartung sowie die geringe Geburtenrate führen zu einer Alterung der Gesellschaft, die sich schon heute bemerkbar macht und sich in den nächsten Jahrzehnten noch verstärkt auswirken wird. Damit verbunden ist eine relative Zunahme von Auto fahrenden Senioren. Immer mehr ältere Menschen orientieren sich an einem aktiven Lebens- und Freizeitstil. Dabei spielt der Pkw eine herausragende Rolle - ermöglicht er doch oft erst die Aufrechterhaltung von Mobilität und Unabhängigkeit. Gleichzeitig kann es jedoch mit fortschreitendem Alter zu verschiedenen körperlichen oder geistigen Leistungseinbußen kommen, die möglicherweise die Fahrleistung beeinflussen. Vor diesem Hintergrund rückt die Frage nach den Unfallrisiken älterer Kraftfahrer weiter in den Mittelpunkt des Interesses. Das von der Bundesanstalt für Straßenwesen geförderte Projekt PROSA (Profile von Senioren mit Autounfällen) setzte sich zum Ziel, den Einfluss altersbedingter Leistungseinbußen auf das Unfallrisiko differenzierter zu betrachten. Am Zentrum für Alternskulturen der Universität Bonn wurden Profile von Senioren untersucht, die in einen Autounfall verwickelt waren, und es wurde der Frage nachgegangen, welche Bedeutung diese für die Ableitung von Interventionsmaßnahmen haben. Im Großraum Bonn wurden dazu 180 Senioren mit einem Mindestalter von 65 Jahren interviewt, die in den letzten fünf Jahren als Fahrer eines Pkws in einen Unfall verwickelt waren. Die Teilnehmer wurden zu individuellen Leistungsbeeinträchtigungen und Persönlichkeitsmerkmalen sowie zu ihrer Fahrbiographie und Unfallgeschichte befragt. Darüber hinaus wurde eine Teilstichprobe von 50 Teilnehmern einer internistisch-verkehrspsychologischen Untersuchung sowie einer Fahrverhaltensprobe unterzogen. Die Ergebnisse verdeutlichen, dass das Alter allein kein Prädiktor für individuelle Leistungsfähigkeit und Unfallrisiko darstellt. Vielmehr scheinen spezifische Kombinationen aus alterskorrelierten Einbußen und Krankheit zu einem erhöhten Risiko zu führen. Diese Heterogenität sollte vor allem bei interventiven Maßnahmen und bei künftigen Forschungen berücksichtigt werden.
Over 3,814 young drivers died in European Countries in 2004. Based on the recent OECD study: "Young drivers: the road to safety" (OECD, 2006), this paper addresses the question of the factors contributing to this high risk, and it draws together the experiences of many countries in reducing this risk. The comparisons across countries show that young driver safety is related to the quality of the traffic system. Safe countries have also safe young drivers, demonstrating that raising general safety levels is beneficial for young novice drivers. The analysis of the developments over time reveals that young males in contrast to young females have not benefited enough from the latest safety measures, indicating the need for a better understanding of the nature of the young male driver accident proneness. Although, recent studies on brain development indicate that youngsters may not be sufficiently physiologically matured to handle complex and dangerous tasks such as car driving, crash patterns indicate that enhanced driving experience may have protective effects. The paper closes with a 9 point policy plan. The full OECD report (258 pages) can be downloaded for free from http://internationaltransportforum.org/Pub/pdf/06YoungDrivers.pdf.
The incidence and treatment of sternal fractures among traffic accidents are of increasing importance to ensure best possible outcomes. Analysis of technical indicators of the collision, preclinical and clinical data of patients with sterna fractures from 1985-2004 among 42,055 injured patients were assessed by an Accident Research Unit. Two time groups were categorized: 1985-1994 (A) vs. 1995-2004 (B). 267/42,055 patients (0.64%) suffered a sterna fracture. Regarding the vehicle type, the majority occurred after car accidents in 0.81% (251/31,183 pts), followed by 0.19% (5/2,633pts) driving motorbike, and 0.11% (4/3,258pts) driving a truck. 91% wore a safety belt. Only 13% of all passengers suffering a sternal fracture had an airbag on board (33/255 car/trucks), with an airbag malfunction in 18%. The steering column was deformed in 39%, the steering wheel in 36%. Cars in the recent years were significantly older (7.67-±5 years (B) vs. 5.88-±5 years (A), p=0.003). Cervical spine injuries are frequent (23% vs. 22%), followed by multiple rib fractures (14% vs. 12%) and lung injuries (12% vs. 11%). We found 9/146 (6%) and 3/121 patients (3%) with heart contusion among the 267 sternal fractures. MAIS was 2.56-±1.3 vs. 2.62-±1.3 (A vs. B, p=0.349). 18% of patients were polytraumatized, with 11.2% dying at the scene, 2.3% in the hospital. Sternal fractures occur most often in old cars to seat-belted drivers often without any airbag. Severe multiple rib fractures and lung contusion are concomitant injuries in more than 10% each indicating the severity of the crash. Over a twentyyear period, the injury severity encountered was not different with 18% polytrauma patients suffering sternal fractures.