Subsequent risky driving behaviors, recidivism and crashes among drivers with a traffic violation: A scoping review

A Kaur, J Williams, R Recker, D Rose, M Zhu… - Accident Analysis & …, 2023 - Elsevier
Purpose Drivers who have committed a traffic violation are a particularly high-risk group, yet
studies conducted among this group are scarce. We analyzed and synthesized the current …

The prediction of road-accident risk through data mining: A case study from Setubal, Portugal

D Dias, JS Silva, A Bernardino - Informatics, 2023 - mdpi.com
This work proposes a tool to predict the risk of road accidents. The developed system
consists of three steps: data selection and collection, preprocessing, and the use of mining …

Explaining the association between driver's age and the risk of causing a road crash through mediation analysis

K Gomes-Franco, M Rivera-Izquierdo… - International journal of …, 2020 - mdpi.com
It has been widely reported that younger and older drivers have an excess risk of causing a
road crash. Two casual hypotheses may coexist: the riskier driving behaviors and age …

Qualitatively and quantitatively explore injury severity of light motor vehicle drivers involved in heavy goods vehicle crashes

F Wei, P Xu, Y Guo, Z Wang - Transportation Letters, 2024 - Taylor & Francis
Crashes involving heavy goods trucks (HGVs) are of significant concern as it poses a higher
risk of fatality to light motor vehicles (LMVs). The study constructs three Deep Forest models …

An ensemble machine learning method for crash responsibility assignment in quasi-induced exposure theory

G Zhang, Y Cai, X Jiang, Y Fan, Y Zhou… - … of Transportation Safety …, 2023 - Taylor & Francis
Quasi-induced exposure theory requires the clear-cut assignment of crash responsibility for
individual crash-involved drivers. The assignment method based on the citation by police …

Overview of road traffic injuries among migrant workers in Guangzhou, China, from 2017 to 2021

T Yang, J Kong, X Chen, H Zeng, N Zhou… - Injury …, 2024 - injuryprevention.bmj.com
Introduction There are many migrant workers in China's first-tier cities, but little is known
about road safety. This paper systematically analysed road traffic injuries and risk factors …

Measuring and understanding the association between license-related infractions and road crash severity

LM Martín-delosReyes, P Lardelli-Claret… - … Safety & Security, 2023 - Taylor & Francis
The relationship between license-related infractions (LRIs) and the severity of road crashes
has been scarcely addressed in previous research. This study estimates the association …

[PDF][PDF] The Prediction of Road-Accident Risk through Data Mining: A Case Study from Setubal, Portugal. Informatics 2023, 10, 17

D Dias, JS Silva, A Bernardino - 2023 - academia.edu
This work proposes a tool to predict the risk of road accidents. The developed system
consists of three steps: data selection and collection, preprocessing, and the use of mining …

[PDF][PDF] TENDENCY OF MOTORCYCLE TRAFFIC VIOLATIONS AND ACCIDENTS BASED ON A VARIETY OF DRIVING LICENSE OWNERSHIP

H Prabowo, MP Dewi, MI Sulthoni, HR Salve… - journal.unej.ac.id
Indonesia is a country with the number of motorcycles reaching 43.34% of the total
population or 119.5 million motorcycles compared to 275.7 million people. However, the …

[PDF][PDF] Road Safety Practices While Driving among Non-Medical University Students in Karachi

R Farid, SP Iqbal, M Andrades - age, 2020 - journals.lnh.edu.pk
Background: Unsafe road safety practices and disregard for traffic laws among university
students have emerged as significant problem that warrants urgent attention. Objective: To …