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Erscheinungsjahr
Dokumenttyp
- Konferenzveröffentlichung (404) (entfernen)
Schlagworte
- Conference (324)
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- Analysis (math) (63)
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- Schweregrad (Unfall, Verletzung) (59)
- Severity (accid, injury) (57)
- Tödlicher Unfall (56)
- Fatality (55)
- Safety (54)
- Sicherheit (53)
- Reconstruction (accid) (52)
- Bewertung (50)
- Evaluation (assessment) (49)
- Simulation (49)
- Datenbank (46)
- Fußgänger (45)
- Pedestrian (45)
- injury) (45)
- On the spot accident investigation (43)
- Schweregrad (Unfall (43)
- Verletzung) (43)
- Car (42)
- Data acquisition (42)
- Datenerfassung (42)
- Untersuchung am Unfallort (42)
- Severity (accid (40)
- Cause (39)
- Driver (39)
- Ursache (39)
- Fahrer (37)
- Fahrzeug (37)
- Unfallverhütung (36)
- Collision (35)
- Vehicle (35)
- Zusammenstoß (35)
- Anfahrversuch (34)
- Accident prevention (31)
- Radfahrer (31)
- Cyclist (30)
- Data bank (30)
- Accident reconstruction (29)
- Test (29)
- Europa (28)
- Europe (28)
- Frontalzusammenstoß (28)
- Prüfverfahren (28)
- Test method (28)
- Head on collision (27)
- Motorcyclist (27)
- Motorradfahrer (27)
- Versuch (27)
- Geschwindigkeit (26)
- Fahrerassistenzsystem (25)
- Impact test (veh) (25)
- Method (25)
- Speed (25)
- Active safety system (24)
- Leistungsfähigkeit (allg) (24)
- Passives Sicherheitssystem (23)
- Risiko (23)
- Verfahren (23)
- Aktives Sicherheitssystem (22)
- Insasse (22)
- Driver assistance system (21)
- Efficiency (21)
- PKW (21)
- Alte Leute (20)
- Passive safety system (20)
- Pkw (20)
- Interview (19)
- Old people (19)
- Risk (19)
- Vehicle occupant (19)
- Child (17)
- Kind (17)
- Prevention (17)
- Accident rate (16)
- Benutzung (16)
- Improvement (16)
- Sicherheitsgurt (16)
- Use (16)
- Verbesserung (16)
- Anthropometric dummy (15)
- Behaviour (15)
- Biomechanics (15)
- Biomechanik (15)
- Motorrad (15)
- Risikobewertung (15)
- Seitlicher Zusammenstoß (15)
- Unfallhäufigkeit (15)
- Verhalten (15)
- Berechnung (14)
- Database (14)
- Head (14)
- Kopf (14)
- Measurement (14)
- Messung (14)
- Motorcycle (14)
- Risk assessment (14)
- Safety belt (14)
- Side impact (14)
- Specifications (14)
- Calculation (13)
- Digital model (13)
- Driving aptitude (13)
- Leg (human) (13)
- Numerisches Modell (13)
- Richtlinien (13)
- Verminderung (13)
- Auffahrunfall (12)
- Brustkorb (12)
- Decrease (12)
- Development (12)
- Dummy (12)
- Entwicklung (12)
- Fahrzeugsitz (12)
- Rear end collision (12)
- Rechenmodell (12)
- Überschlagen (12)
- Airbag (11)
- Error (11)
- Fahrzeugführung (11)
- Human factor (11)
- Legislation (11)
- Mathematical model (11)
- Menschlicher Faktor (11)
- Prognose (11)
- Schutzhelm (11)
- Seat (veh) (11)
- Skill (road user) (11)
- Bremsung (10)
- Crash helmet (10)
- Driving (veh) (10)
- EU (10)
- Fahranfänger (10)
- Fehler (10)
- Gesetzgebung (10)
- Overturning (veh) (10)
- Recently qualified driver (10)
- Thorax (10)
- Tunnel (10)
- Air bag (restraint system) (9)
- Austria (9)
- Bein (menschl) (9)
- Braking (9)
- Deformation (9)
- Driver training (9)
- Front (9)
- Instandsetzung (9)
- Japan (9)
- Krankenhaus (9)
- Lorry (9)
- Metal bridge (9)
- Modification (9)
- Orthotropic plate (9)
- Planning (9)
- Repair (9)
- Sachschaden (9)
- Stahlbrücke (9)
- Verhütung (9)
- Veränderung (9)
- Österreich (9)
- Age (8)
- Alter (8)
- Bemessung (8)
- Blood alcohol content (8)
- Blutalkoholgehalt (8)
- Bridge (8)
- Damage (8)
- Drunkenness (8)
- Forecast (8)
- Hospital (8)
- Medizinische Untersuchung (8)
- Planung (8)
- Road network (8)
- Straßennetz (8)
- Trunkenheit (8)
- Verformung (8)
- Verkehrsinfrastruktur (8)
- Wirbelsäule (8)
- Antikollisionssystem (7)
- Belastung (7)
- Blood (7)
- Blut (7)
- Cracking (7)
- Design (overall design) (7)
- Einstellung (psychol) (7)
- Erste Hilfe (7)
- Erziehung (7)
- Expert opinion (7)
- Fahrausbildung (7)
- Fahreignung (7)
- Fracture (bone) (7)
- Frau (7)
- Gutachten (7)
- Illness (7)
- Impact study (7)
- International (7)
- Knee (human) (7)
- Knochenbruch (7)
- Krankheit (7)
- Load (7)
- Medical examination (7)
- Policy (7)
- Politik (7)
- Rissbildung (7)
- Standardisierung (7)
- Transport infrastructure (7)
- USA (7)
- Vereinigtes Königreich (7)
- Adolescent (6)
- Air pollution (6)
- Attitude (psychol) (6)
- Cervical vertebrae (6)
- Chemical analysis (6)
- Chemische Analyse (6)
- China (6)
- Collision avoidance system (6)
- Cost benefit analysis (6)
- Detection (6)
- Education (6)
- Fahrgeschicklichkeit (6)
- Halswirbel (6)
- Human body (6)
- Impact test (6)
- India (6)
- Indien (6)
- Interior (veh) (6)
- Jugendlicher (6)
- Knie (menschl) (6)
- Knotenpunkt (6)
- Leistungsfähigkeit (Fahrer) (6)
- Luftverunreinigung (6)
- Menschlicher Körper (6)
- Nitrogen oxide (6)
- Ort (Position) (6)
- Orthotrope Fahrbahntafel (6)
- Portugal (6)
- Road construction (6)
- Software (6)
- Spinal column (6)
- Standardization (6)
- Steifigkeit (6)
- Stiffness (6)
- Straßenbau (6)
- Traffic (6)
- Verkehr (6)
- Vorn (6)
- Wirksamkeitsuntersuchung (6)
- Wirtschaftlichkeitsrechnung (6)
- Woman (6)
- Analyse (Math) (5)
- Angle (5)
- Bau (5)
- Bearing capacity (5)
- Bremse (5)
- Brücke (5)
- Classification (5)
- Construction (5)
- Correlation (math, stat) (5)
- Dauerhaftigkeit (5)
- Decision process (5)
- Delivery vehicle (5)
- Detektion (5)
- Droge (5)
- Drugs (5)
- Durability (5)
- Eins (5)
- Electronic stability program (5)
- Entscheidungsprozess (5)
- Fahrstabilität (5)
- Fahrzeuginnenraum (5)
- Fernverkehrsstraße (5)
- Finite element method (5)
- First aid (5)
- Forschungsarbeit (5)
- France (5)
- Frankreich (5)
- Highway (5)
- Information (5)
- Klassifizierung (5)
- Location (5)
- Main road (5)
- Medical aspects (5)
- Medizinische Gesichtspunkte (5)
- Mobility (5)
- Mobilität (5)
- Oberfläche (5)
- One (5)
- Post crash (5)
- Research project (5)
- Schweissen (5)
- Sensor (5)
- Stickoxid (5)
- Straße (5)
- Surface (5)
- Surfacing (5)
- Technologie (5)
- Technology (5)
- Tragfähigkeit (5)
- United Kingdom (5)
- Vehicle handling (5)
- Verkehrsteilnehmer (5)
- Welding (5)
- Winkel (5)
- Abdomen (4)
- Alcohol test (4)
- Alkoholtest (4)
- Arbeitsgruppe (4)
- Autobahn (4)
- Automatisch (4)
- Balken (4)
- Beam (4)
- Berufsausübung (4)
- Bicycle (4)
- Blech (4)
- Boden (4)
- Brake (4)
- Camera (4)
- Coefficient of friction (4)
- Collision test (veh) (4)
- Compatibility (4)
- Concentration (chem) (4)
- Deformable barrier (impact test) (4)
- Distraction (4)
- Driver information (4)
- Dynamics (4)
- Dynamik (4)
- Elektronisches Stabilitätsprogramm (4)
- Estimation (4)
- Fahrdatenschreiber (4)
- Fahrrad (4)
- Fahrtüchtigkeit (4)
- Fire (4)
- Geschichte (4)
- History (4)
- Impact sled (4)
- Information documentation (4)
- Junction (4)
- Kamera (4)
- Kompatibilität (4)
- Kontrolle (4)
- Korrelation (math, stat) (4)
- LKW (4)
- Lieferfahrzeug (4)
- Life cycle (4)
- Lkw (4)
- Man (4)
- Mann (4)
- Methode der finiten Elemente (4)
- Modell (4)
- Nanotechnologie (4)
- Nanotechnology (4)
- Oberflächentextur (4)
- Occupant (veh) (4)
- Occupation (4)
- Organisation (4)
- Oxid (4)
- Oxide (4)
- Probability (4)
- Quer (4)
- Regression analysis (4)
- Regressionsanalyse (4)
- Reibungsbeiwert (4)
- Reinforcement (gen) (4)
- Reproducibility (4)
- Reproduzierbarkeit (4)
- Rigid pavement (4)
- Risk taking (4)
- Road user (4)
- Schrägseilbrücke (4)
- Schweden (4)
- Seite (4)
- Sheet (metal) (4)
- Sichtbarkeit (4)
- Soil (4)
- Stadt (4)
- Stayed girder bridge (4)
- Straßenverkehrsrecht (4)
- Surface texture (4)
- Surveillance (4)
- Titan (4)
- Titanium (4)
- Traffic regulations (4)
- Transverse (4)
- Unfallfolgemaßnahme (4)
- Unterleib (4)
- Urban area (4)
- Verstärkung (allg) (4)
- Sichtbarkeit (4)
- Wahrscheinlichkeit (4)
- Working group (4)
- Abkommen von der Fahrbahn (Unfall) (3)
- Ablenkung (psychol) (3)
- Adaptation (psychol) (3)
- Administration (3)
- Advanced driver assistance system (3)
- Anpassung (psychol) (3)
- Arzneimittel (3)
- Attention (3)
- Aufmerksamkeit (3)
- Aufprallschlitten (3)
- Auftrag (3)
- Ausrüstung (3)
- Australia (3)
- Australien (3)
- Automatic (3)
- Autonomes Fahren (3)
- Autonomes Fahrzeug (3)
- Autonomous driving (3)
- Autonomous vehicle (3)
- Befreiung (Bergung) (3)
- Bein (3)
- Beinahe Unfall (3)
- Beschichtung (3)
- Betonstraße (Oberbau) (3)
- Blickfeld (3)
- Brand (3)
- Bridge deck (3)
- Brückenbelag (3)
- Cable (3)
- Case law (3)
- Cement (3)
- Coating (3)
- Concrete (3)
- Contract (3)
- Cost (3)
- Crash test (3)
- Czech Republic (3)
- Decke (Straße) (3)
- Deformierbare Barriere (Anpralltest) (3)
- Digitale Bildverarbeitung (3)
- Earthworks (3)
- Effectiveness (3)
- Electric vehicle (3)
- Elektrofahrzeug (3)
- Environment (3)
- Equipment (3)
- Erdarbeiten (3)
- Ermüdung (mater) (3)
- Event data recorder (road vehicle) (3)
- Extrication (3)
- Fahrbahntafel (3)
- Fahrsimulator (3)
- Field of vision (3)
- Financing (3)
- Finanzierung (3)
- Fuge (3)
- Fugenfüllung (3)
- Gefahrenabwehr (3)
- Gemeindeverwaltung (3)
- Genauigkeit (3)
- Gesetzesdurchführung (3)
- Government (national) (3)
- Grenzwert (3)
- Griffigkeit (3)
- Hazard (3)
- Head restraint (3)
- Installation (3)
- Joint (structural) (3)
- Kleidung (3)
- Konzentration (chem) (3)
- Kopfstütze (3)
- Korea (Süd) (Demokratische Republik) (3)
- Kosten (3)
- Langfristig (3)
- Lebenszyklus (3)
- Limit (3)
- Local authority (3)
- Long term (3)
- Medication (3)
- Model (not math) (3)
- Montage (3)
- Motorway (3)
- Near miss (3)
- Netherlands (3)
- Niederlande (3)
- Norm (tech) (3)
- Orthotrope Platte (3)
- Overlapping (3)
- Passenger (3)
- Personal (3)
- Personnel (3)
- Police (3)
- Polizei (3)
- Psychologie (3)
- Psychology (3)
- Public transport (3)
- Reaction (human) (3)
- Reaktionsverhalten (3)
- Rechtsprechung (3)
- Recording (3)
- Rehabilitation (3)
- Rehabilitation (road user) (3)
- Reinforcement (in mater) (3)
- Republic of Korea (3)
- Run off the road (accid) (3)
- Schutzeinrichtung (3)
- Security (3)
- Severity (acid (3)
- Shock (3)
- Simulator (driving) (3)
- Skidding resistance (3)
- Spain (3)
- Spanien (3)
- Specification (standard) (3)
- Steife (Brücke) (3)
- Stiffener (Bridge) (3)
- Straßenverkehr (3)
- Theorie (3)
- Theory (3)
- Tschechische Republik (3)
- Umwelt (3)
- Unfallschwerpunkt (3)
- United kingdom (3)
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- Versuchspuppe (3)
- Verwaltung (3)
- Vorne (3)
- Zement (3)
- Öffentlicher Verkehr (3)
- Abbiegen (2)
- Abdichtung (2)
- Acceleration (2)
- Accident black spot (2)
- Accident proneness (2)
- Accuracy (2)
- Adult (2)
- Aggression (psychol) (2)
- Alcohol (2)
- Alkohol (2)
- Anti locking device (2)
- Antiblockiereinrichtung (2)
- Audit (2)
- Aufzeichnung (2)
- Automatische Notbremsung (2)
- Autonomous emergency braking (2)
- Ballungsgebiet (2)
- Behinderter (2)
- Beschleunigung (2)
- Beton (2)
- Bewehrung (2)
- Blutkreislauf (2)
- Body (car) (2)
- Bremsweg (2)
- Bridge surfacing (2)
- Budget (2)
- Bus (2)
- CEN (2)
- Chromatographie (2)
- Chromatography (2)
- Circulation (blood) (2)
- Clothing (2)
- Coach (2)
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- Composite bridge (2)
- Condition survey (2)
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- Continuous (2)
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- Crash victim (2)
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- Crossing the road (2)
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- Data base (2)
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- Fahrbahnüberquerung (2)
- Fahrerinformation (2)
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- Haftung (jur) (2)
- Harmonisation (2)
- High performance concrete (2)
- Highway design (2)
- Hinten (2)
- Input data (2)
- Intelligent transport system (2)
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- Kommunikation (2)
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- Lärmschutzwand (2)
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- Methode der finite Elemente (2)
- Mittelwert (2)
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- Nutzwertanalyse (2)
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- Organization (2)
- Organization (association) (2)
- Output (2)
- PVC (2)
- Penetration (2)
- Polyvinylchloride (2)
- Posture (2)
- Privatisierung (2)
- Properties (2)
- Prototyp (2)
- Prototype (2)
- Psychological aspects (2)
- Psychological examination (2)
- Psychologische Gesichtspunkte (2)
- Psychologische Untersuchung (2)
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- Quality (2)
- Qualität (2)
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- Rail traffic (2)
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- Retraining of drivers (2)
- Ringanalyse (2)
- Risikoverhalten (2)
- Road traffic (2)
- Rücksichtslosigkeit (2)
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- Schienenverkehr (2)
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- Turn (2)
- Tyre tread (2)
- Umweltverträglichkeitsprüfung (2)
- Unfallneigung (2)
- Unfallopfer (2)
- Unterhaltung (2)
- Value analysis (2)
- Vegetation (2)
- Vehicle regulations (2)
- Verantwortung (2)
- Verbundbrücke (2)
- Vorschrifteneinhaltung (2)
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- Water (2)
- Waterproofing (2)
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- Whiplash injury (2)
- Windschutzscheibe (2)
- Zeit (2)
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- Überlappung (2)
- (menschl) (1)
- Abgaben (1)
- Ability (road user) (1)
- Abkommen von der Fahrbahn (1)
- Ablenkung (1)
- Absorption (1)
- Abstandsregeltempomat (1)
- Acceptability (1)
- Accident data (1)
- Accident prone location (1)
- Accident severity (1)
- Active safety (1)
- Active safety system; Automatic; Brake; Car; Collision avoidance system; Conference; Driver assistance system; Germany; Impact test (veh); Rear end collision; Severity (accid (1)
- Activity report (1)
- Adaptive cruise controll (1)
- Addiction (1)
- Aesthetics (1)
- Aethanol (1)
- Aged people (1)
- Ageing (1)
- Aggression (psycho) (1)
- Aggressiveness (psychol) (1)
- Air quality management (1)
- Air traffic control (1)
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- Aktive Sicherheit (1)
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- Analyses (math) (1)
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- Animal (1)
- Anthropometrie (1)
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- Beton ; Betonstraße (Oberbau) (1)
- Bevölkerung (1)
- Bicyclist (1)
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- Bone (1)
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- Chest (1)
- Clay (1)
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- Comprehension (1)
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- Computation (1)
- Conference; Germany; Injury; Medical examination; Spinal column; X ray (1)
- Contact (tyre (1)
- Contractor (1)
- Cooperative intelligent transport system (1)
- Corrosion (1)
- Costs (1)
- Crash Test (1)
- Critical path method (1)
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Institut
- Sonstige (404) (entfernen)
The Traffic Accident Research Institute at University of Technology Dresden investigates about 1,000 accidents annually in the area around and in Dresden. These datasets have been summarized and evaluated in the GIDAS (German Accident In-Depth Study) project for 13 years. During the project it became apparent that the specific traffic situation of a covert exit of a passenger car and an intersecting two-wheeler involves a high risk potential. This critical situation develops in a large part due to the lack of visibility between the driver and the intersecting bike. In this paper the accident avoidance potential of front camera systems with lateral field of view, which allows the driver to have an indirect sight into the crossing street area will be presented.
The increase in light duty trucks (LDT) on the road in the US is a safety concern because of their aggressivity, or risk they present to occupants of cars, especially in side impacts. We use FARS data to look at fatality trends in frontal and side impacts between cars and LDT. FARS data is also used to determine risk, or fatalities per registered vehicle, imposed on car drivers from other vehicle types. We use NASS CDS data to investigate sources of serious injuries in vehicles with side impact. These sources of injury are categorized into three major groups: 1) contact without intrusion, 2) contact with intrusion, and 3) restraints. We find a greater fraction of intrusion related injuries in cars struck on their side by SUV or pick-up trucks than when they are struck by other cars.
In-depth accident investigation offers many advantages for the analysis and comprehension of crash mechanisms. IFSTTAR makes such investigations since 1992 without interruption. The corresponding database contains more than 1200 accident case studies. Currently, in-depth accident investigation is one of the best ways to determine the speed or cars involved in accidents. This paper first presents the methods used for accident investigation and for accident kinematic reconstruction. Then, in order to illustrate the interest and possible applications of such accident data, it shows some results from a recent study based on the IFSTTAR in-depth accident study programme (IDAS) and dealing with the link between travelling speed and accident risk.
Interdisciplinary accident research and research projects of AARU Audi Accident Research Unit
(2017)
AARU (Audi Accident Research Unit) is an interdisciplinary research project of the University Hospital Regensburg in cooperation with AUDI AG. Specific objective is to comprehend the respective accident scenario and retrieve generally applicable findings as to technical, medical and psychological processes. In order to prevent traffic accidents and to alleviate vehicle accident consequences, postulates of general traffic safety, human-machine interaction, technical design and function of new vehicles and occupant as well as third party protection shall be inferred from these findings. Specifically, each accident with new Audi, Lamborghini and Ducati vehicles involved is analyzed interdisciplinary, discussed in a case meeting and anonymously documented with more than 2,000 parameters. The database is continually used for solving safety relevant issues. Parallel to accident analysis, research projects are performed in the fields medicine, psychology and engineering in order to gain comprehensive insight and identify potential additional areas of activity of accident research.
Interaction of road environment, vehicle and human factors in the causation of pedestrian accidents
(2005)
The UK On-the-Spot project (OTS) completed over 1500 in-depth investigations of road accidents during 2000-2003 and is continuing for a further 3 years. Cases were sampled from two regions of England using rotating shifts to cover all days of the week and all hours of the day and night. Research teams were dispatched to accidents notified to police during the shifts; arrival time to the scene of the accident was generally less than 20 minutes. The methodology of OTS includes sophisticated systems for describing accident causation and the interaction of road, vehicle and human factors. The purpose of this paper is to describe and illustrate these systems by reference to pedestrian accidents. This type of analysis is intended to provide an insight into how and why pedestrian accidents occur in order to assist the development of effective road, vehicle and behavioural countermeasures.
A lot of factors are related to a road traffic accident; particularly human factors such as road use characteristic, driving maneuver characteristic and safety attitude are the major ones. As a random factor is also included, so it is necessary to minimize the contribution of a random factor to identify human factors related to a road traffic accident. There are several standpoints for traffic accident analysis, such as vehicle-based, location-based and driver-based. And it is effective to analyze driver-based traffic accident data for discussion on the relation between human factors and accidents. An integrated traffic accident database system was developed for analysis considering driver- accident and violation records by ITARD, and several studies were carried out for the evaluation. Useful data for discussion on the relation between types of collision and traffic violations, and the effect of accident experience to the following accident were obtained.
A national initiative from the vehicle manufacturers, safety system suppliers, the road administration and universities in Sweden took off in 2007. The aim was to develop a national investigation network and a methodology focusing on all phases of a crash (pre-crash, in-crash and post-crash) as well as all parts of the road transport system (road user, vehicle and road environment). The initiative is formally run as a project with the acronym INTACT (Investigation Network and Accident Collection Techniques). It was a three year pilot with the aim to develop methodologies for an extended national crash investigation activity. During the first year the INTACT partners agreed on the aim for the investigation and methods for retrieving the data were developed. During the second and third year the methodology was tested in real-world investigations and further refinement was made. The paper describes the methodology developed to obtain high qualitative in-depth road crash data.
Novice drivers are at high risk for crash involvement. We performed an analysis of causations, injury patterns and distributions of novice drivers in cars and on motorcycles in road traffic as a basis for proper measurements. Method Data of accident and hospital records of novice drivers (licence < 2 years) were analysed focusing the following parameters: injury type, localisation and mechanism, Abbreviated Injury Scale (AIS), maximum AIS (MAIS), delta-v, collision speed and other technical parameters and have been compared to those of experienced drivers. In 18352 accidents in the area of Hannover (years1985"2004), 2602 novice drivers and 18214 experienced drivers were recorded having an accident. Novice car drivers were more often and severe injured than experienced and on motorcycles the experienced riders were at higher risk. Novice drivers of both groups sustained more often extremity injuries. 4.5 % novice car drivers were not restraint compared to 3.7 % of the experienced drivers and 6.1 % novice motorcycle drivers did not wear a proper helmet (versus 6.5 %). Severe injuries sustained at a rate of 20 % at collision speeds below 30 km/h and in 80% at collision speeds above 50 km/h. Novice car drivers drove significant older cars. The risk profile of novice drivers is similar to those of drivers older than 65 years. Structural protection and special lectures like skidding courses could be proper remedial action next to harder punishment of violations.
Injury severity of e.g. pedestrians or bikers after crashes with cars that are reversing is almost unknown. However, crash victims of these injuries can frequently be seen in emergency departments and account for a large amount of patients every year. The objective of this study is to analyze injury severity of patients that were crashed into by reversing cars. The Hannover Medical School local accident research unit prospectively documented 43,000 road traffic accidents including 234 crashes involving reversing cars. Injury severity including the abbreviated injury scale (AIS) and the maximum abbreviated injury scale (MAIS) was analyzed as well as the location of the accident. As a result 234 accidents were included into this study. Pedestrians were injured in 141 crashes followed by 70 accidents involving bikers. The mean age of all crash victims was 57 -± 23 years. Most injuries took place on straight stretches (n = 81) as well as parking areas (n = 59), entries (n = 36) or crossroads (n = 24). The AIS of the lower extremities was highest followed by the upper extremities. The AIS of the neck was lowest. The mean MAIS was 1.3 -± 0.6. The paper concludes that the lower extremities show the highest risk to become injured during accidents with reversing cars. However, the risk of severe injuries is likely low.
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.