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7,651 Results Found

  • Article
  • Open Access
12 Citations
6,731 Views
13 Pages

Gendered Analysis of Fatal Crashes among Young Drivers in Alabama, USA

  • Emmanuel Kofi Adanu,
  • Praveena Penmetsa,
  • Steven Jones and
  • Randy Smith

9 July 2018

As part of broader research efforts to understand the factors contributing to crashes involving younger drivers, it is important to characterize the crash contributing factors of the at-fault younger drivers. This study applied latent class analysis...

  • Article
  • Open Access
6 Citations
3,304 Views
23 Pages

Over the past few decades, taxi drivers’ income has received extensive attention from scholars. Previous studies have investigated the factors affecting taxi drivers’ income from multiple perspectives. However, less attention has been pai...

  • Systematic Review
  • Open Access
7 Citations
4,042 Views
12 Pages

Worldwide Prevalence of Alcohol Use in Non-Fatally Injured Motor Vehicle Drivers: A Systematic Review and Meta-Analysis

  • Laura Kassym,
  • Assiya Kussainova,
  • Yuliya Semenova,
  • Almas Kussainov,
  • Damir Marapov,
  • Marat Zhanaspayev,
  • Zhanar Urazalina,
  • Almira Akhmetova,
  • Madi Tokanov and
  • Geir Bjørklund
  • + 1 author

Drunk driving is an important risk factor significantly contributing to traffic accidents and their associated lethality. This meta-analysis of observational studies aims to provide the estimates of drunk driving prevalence in non-lethally injured mo...

  • Article
  • Open Access
1 Citations
2,524 Views
27 Pages

24 August 2024

Large proportions of small and medium-sized enterprises (SMEs) are family controlled and play an important role not only in the development of many national economies, but also have great potential to reduce negative effects of human activities on th...

  • Article
  • Open Access
8 Citations
3,314 Views
14 Pages

Profiles of Risky Driving Behaviors in Adolescent Drivers: A Cluster Analysis of a Representative Sample from Tuscany Region (Italy)

  • Vieri Lastrucci,
  • Francesco Innocenti,
  • Chiara Lorini,
  • Alice Berti,
  • Caterina Silvestri,
  • Marco Lazzeretti,
  • Fabio Voller and
  • Guglielmo Bonaccorsi

(1) Background: Research on patterns of risky driving behaviors (RDBs) in adolescents is scarce. This study aims to identify distinctive patterns of RDBs and to explore their characteristics in a representative sample of adolescents. (2) Methods: thi...

  • Article
  • Open Access
15 Citations
7,831 Views
17 Pages

3 June 2018

Conventional drivers of liking analysis was extended with a time dimension into temporal drivers of liking (TDOL) based on functional data analysis methodology and non-additive models for multiple-attribute time-intensity (MATI) data. The non-additiv...

  • Article
  • Open Access
18 Citations
3,343 Views
12 Pages

Explaining the Association between Driver’s Age and the Risk of Causing a Road Crash through Mediation Analysis

  • Karoline Gomes-Franco,
  • Mario Rivera-Izquierdo,
  • Luis Miguel Martín-delosReyes,
  • Eladio Jiménez-Mejías and
  • Virginia Martínez-Ruiz

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-related mechanisms in extreme age groups (direct path) and the different...

  • Review
  • Open Access
25 Citations
8,297 Views
22 Pages

Patterns of Harmful Alcohol Consumption among Truck Drivers: Implications for Occupational Health and Work Safety from a Systematic Review and Meta-Analysis

  • Nicola Luigi Bragazzi,
  • Guglielmo Dini,
  • Alessandra Toletone,
  • Alborz Rahmani,
  • Alfredo Montecucco,
  • Emanuela Massa,
  • Alessia Manca,
  • Ottavia Guglielmi,
  • Sergio Garbarino and
  • Paolo Durando
  • + 1 author

Alcohol consumption is one of the main causes of productivity losses arising from absenteeism, presenteeism, and workplace injuries. Among occupational categories most affected by the use of this substance, truck drivers are subject to risk factors a...

  • Article
  • Open Access
55 Citations
13,908 Views
19 Pages

Drivers of Protein Consumption: A Cross-Country Analysis

  • Vania Andreoli,
  • Marco Bagliani,
  • Alessandro Corsi and
  • Vito Frontuto

1 July 2021

Consumption and production of proteins derived from animals have more significant environmental and health impacts than proteins derived from plants. This raises concerns mainly in consideration of the predictable increased consumption of animal prot...

  • Article
  • Open Access
5 Citations
4,469 Views
16 Pages

Spatiotemporal Analysis of Taxi-Driver Shifts Using Big Trace Data

  • Luling Cheng,
  • Xue Yang,
  • Luliang Tang,
  • Qian Duan,
  • Zihan Kan,
  • Xia Zhang and
  • Xinyue Ye

In taxi management, taxi-driver shift behaviors play a key role in arranging the operation of taxis, which affect the balance between the demand and supply of taxis and the parking spaces. At the same time, these behaviors influence the daily travel...

  • Article
  • Open Access
76 Citations
14,347 Views
26 Pages

13 March 2020

Globally, road traffic accidents are an important public health concern which needs to be tackled. A multidisciplinary approach is required to understand what causes them and to provide the evidence for policy support. In Spain, one of the roads with...

  • Article
  • Open Access
3,063 Views
35 Pages

Threat Analysis and Risk Assessment of a Driver Monitoring System

  • Marco De Santis,
  • Edmund Jochim,
  • Iulia-Cristiana Șodinca,
  • Christian Esposito and
  • Rahamatullah Khondoker

16 May 2025

The incorporation of Driver Monitoring Systems (DMSs) in vehicles is fundamental to enhancing road safety by continuously assessing driver behavior and identifying signs of fatigue or distraction. However, as these technologies evolve, they also pres...

  • Article
  • Open Access
23 Citations
3,074 Views
14 Pages

8 May 2021

Through an urban tunnel-driving experiment, this paper studies the changing trend of drivers’ visual characteristics in tunnels. A Tobii Pro Glasses 2 wearable eye tracker was used to measure pupil diameter, scanning time, and fixation point distribu...

  • Article
  • Open Access
2 Citations
5,266 Views
34 Pages

5 July 2022

Nowadays, the whole driver monitoring system can be placed inside the vehicle driver’s smartphone, which introduces new security and privacy risks to the system. Because of the nature of the modern transportation systems, the consequences of th...

  • Article
  • Open Access
9 Citations
4,408 Views
19 Pages

13 June 2024

The need for renewable energy is regarded as a major component in the move towards achieving sustainable development. Using a large sample of 177 countries over the period 1990 to 2020, this research explores the impact of the most significant driver...

  • Article
  • Open Access
486 Views
19 Pages

The rapid advancement of Advanced Driver Assistance Systems (ADAS) is reshaping the future of mobility by offering potential improvements in safety, efficiency, and driving experience, yet consumer acceptance remains uneven across regions. This study...

  • Article
  • Open Access
22 Citations
4,679 Views
19 Pages

24 April 2020

As people communicate with each other, they use gestures and facial expressions as a means to convey and understand emotional state. Non-verbal means of communication are essential to understanding, based on external clues to a person’s emotion...

  • Article
  • Open Access
2 Citations
2,321 Views
23 Pages

12 April 2025

Poland is a country rich in mineral resources with a diversified resource base. Energy resources play a key role, as they are strategic resources ensuring the country’s energy security. Strategic resources, the recovery of which is highly risky...

  • Article
  • Open Access
15 Citations
3,945 Views
18 Pages

31 December 2022

The ecological services provided by mangroves are of great value and significance in regard of the achievement of the major strategic goals of carbon neutrality and the carbon peak. Here, we first evaluated the uses of five machine learning methods c...

  • Article
  • Open Access
11 Citations
3,352 Views
20 Pages

A Machine Learning-Based Correlation Analysis between Driver Behaviour and Vital Signs: Approach and Case Study

  • Walaa Othman,
  • Batol Hamoud,
  • Alexey Kashevnik,
  • Nikolay Shilov and
  • Ammar Ali

24 August 2023

Driving behaviour analysis has drawn much attention in recent years due to the dramatic increase in the number of traffic accidents and casualties, and based on many studies, there is a relationship between the driving environment or behaviour and th...

  • Article
  • Open Access
1 Citations
1,147 Views
11 Pages

The evaluation of driver workload in the lead vehicle of a driver-following autonomous truck platoon was conducted using bio-signal analysis. In this study, a single driver operated the lead vehicle while the second and third trucks followed autonomo...

  • Article
  • Open Access
2 Citations
3,125 Views
25 Pages

Network-Based Analysis to Identify Drivers of Metastatic Prostate Cancer Using GoNetic

  • Louise de Schaetzen van Brienen,
  • Giles Miclotte,
  • Maarten Larmuseau,
  • Jimmy Van den Eynden and
  • Kathleen Marchal

21 October 2021

Most known driver genes of metastatic prostate cancer are frequently mutated. To dig into the long tail of rarely mutated drivers, we performed network-based driver identification on the Hartwig Medical Foundation metastatic prostate cancer data set...

  • Article
  • Open Access
38 Citations
6,337 Views
14 Pages

Driver Behavior Analysis via Two-Stream Deep Convolutional Neural Network

  • Ju-Chin Chen,
  • Chien-Yi Lee,
  • Peng-Yu Huang and
  • Cheng-Rong Lin

11 March 2020

According to the World Health Organization global status report on road safety, traffic accidents are the eighth leading cause of death in the world, and nearly one-fifth of the traffic accidents were cause by driver distractions. Inspired by the fam...

  • Article
  • Open Access
335 Views
9 Pages

Prospective Analysis of the Benefits of Driver Safety Training for e-Scooter Drivers—A Comparison Between First-Time Drivers and Experienced Drivers

  • Philipp Zehnder,
  • Frederik Aasen-Hartz,
  • Markus Schwarz,
  • Tobias Resch,
  • Kai von Schwarzenberg,
  • Peter Biberthaler,
  • Chlodwig Kirchhoff and
  • Michael Zyskowski

20 January 2026

Background: Since the introduction of rental e-scooters, they have become a popular mode of transportation not only in German cities but in other cities as well. However, this rapid increase in usage has coincided with a significant rise in associate...

  • Article
  • Open Access
2 Citations
2,098 Views
28 Pages

Introducing a Novel Fast Neighbourhood Component Analysis–Deep Neural Network Model for Enhanced Driver Drowsiness Detection

  • Sama Hussein Al-Gburi,
  • Kanar Alaa Al-Sammak,
  • Ion Marghescu,
  • Claudia Cristina Oprea,
  • Ana-Maria Claudia Drăgulinescu,
  • George Suciu,
  • Khattab M. Ali Alheeti,
  • Nayef A. M. Alduais and
  • Nawar Alaa Hussein Al-Sammak

Driver fatigue is a key factor in road accidents worldwide, requiring effective real-time detection mechanisms. Traditional deep neural network (DNN)-based solutions have shown promising results in detecting drowsiness; however, they are often less s...

  • Article
  • Open Access
6 Citations
4,399 Views
29 Pages

27 December 2021

The Internet of connected vehicles (IoCV) has made people more comfortable and safer while driving vehicles. This technology has made it possible to reduce road casualties; however, increased traffic and uncertainties in environments seem to be limit...

  • Article
  • Open Access
1 Citations
1,603 Views
26 Pages

9 November 2025

Fishery resources of tuna serve as a vital source of global protein. This study investigates the key environmental drivers influencing the spatial distribution of yellowfin tuna (Thunnus albacares) in the western tropical Pacific Ocean. A comprehensi...

  • Article
  • Open Access
4 Citations
3,711 Views
25 Pages

Multimodal Feature-Assisted Continuous Driver Behavior Analysis and Solving for Edge-Enabled Internet of Connected Vehicles Using Deep Learning

  • Omar Aboulola,
  • Mashael Khayyat,
  • Basma Al-Harbi,
  • Mohammed Saleh Ali Muthanna,
  • Ammar Muthanna,
  • Heba Fasihuddin and
  • Majid H. Alsulami

7 November 2021

The emerging technology of internet of connected vehicles (IoCV) introduced many new solutions for accident prevention and traffic safety by monitoring the behavior of drivers. In addition, monitoring drivers’ behavior to reduce accidents has attract...

  • Article
  • Open Access
3 Citations
2,828 Views
20 Pages

21 February 2024

Human-driven vehicles (HDVs) will share the road with connected autonomous vehicles (CAVs) in the near future. Accordingly, the investigation of the interactive behavior of HDV drivers toward CAVs is becoming critical. In this study, a questionnaire...

  • Article
  • Open Access
2,262 Views
27 Pages

Vehicle accidents, particularly PV-PV collisions, result in significant property damage and driver injuries, causing substantial economic losses and health risks. Most existing studies focus on macro-level predictions, such as accident frequency, but...

  • Comment
  • Open Access
1,567 Views
6 Pages

2 April 2022

Bettignies et al. examine power-law relationships between drivers of energy use and urban features at city and infra-city levels for ten different cities in six countries across four continents, featuring a wide distribution of urban indicators from...

  • Article
  • Open Access
274 Views
22 Pages

1 January 2026

Driver fatigue detection based on electroencephalography (EEG) signals has gained increasing attention for enhancing road safety. However, existing deep learning models often treat EEG data as generic time-series inputs, neglecting the inherent hiera...

  • Article
  • Open Access
2 Citations
2,308 Views
21 Pages

19 May 2022

This paper presents a comparative simulation study of the operation of various types of drivers dedicated for use in light-emitting diode (LED)-based light stripes. The study comprises an experimentally verified simulation in view of their influence...

  • Article
  • Open Access
18 Citations
4,434 Views
17 Pages

Change-Point Analysis of Eye Movement Characteristics for Female Drivers in Anxiety

  • Yongqing Guo,
  • Xiaoyuan Wang,
  • Qing Xu,
  • Feifei Liu,
  • Yaqi Liu and
  • Yuanyuan Xia

Driver hazard perception is highly related to involvement in traffic accidents, and vision is the most important sense with which we perceive risk. Therefore, it is of great significance to explore the characteristics of drivers’ eye movements...

  • Feature Paper
  • Article
  • Open Access
21 Citations
11,079 Views
17 Pages

Analysis of the Relationship between Road Accidents and Psychophysical State of Drivers through Wearable Devices

  • Luca Studer,
  • Valeria Paglino,
  • Paolo Gandini,
  • Andrea Stelitano,
  • Ulderico Triboli,
  • Federica Gallo and
  • Giuseppe Andreoni

26 July 2018

A driver’s behavior and their psychophysical state are the most common causes of road accidents. The research presented in the paper proposes a method that allows the identification of highly dangerous road stretches/intersections in advance, b...

  • Review
  • Open Access
16 Citations
9,120 Views
31 Pages

12 April 2024

Human factors are a primary cause of vehicle accidents. Driver monitoring systems, utilizing a range of sensors and techniques, offer an effective method to monitor and alert drivers to minimize driver error and reduce risky driving behaviors, thus h...

  • Article
  • Open Access
14 Citations
5,238 Views
18 Pages

In this paper, we examine the factors affecting the behaviour of road users and the impact of these factors on professional drivers’ reliability and performance. A professional driver is considered as a driver involved in the processes of drivi...

  • Article
  • Open Access
159 Citations
29,613 Views
16 Pages

Circular building design could significantly reduce the environmental impact of buildings and the pressure on natural resources. However, most buildings today are not designed according to the principles of the circular economy. Most literature has f...

  • Article
  • Open Access
1 Citations
6,889 Views
23 Pages

14 December 2024

The number of traffic accidents in a region rises as the vehicle–km value in traffic increases. Furthermore, since automobiles make up the highest proportion of vehicles in traffic, they represent the greatest weight in traffic accidents. This...

  • Article
  • Open Access
3 Citations
5,360 Views
34 Pages

Accident Probability Prediction and Analysis of Bus Drivers Based on Occupational Characteristics

  • Tongqiang Ding,
  • Lei Yuan,
  • Zhiqiang Li,
  • Jianfeng Xi and
  • Kexin Zhang

28 December 2023

A city bus carries a large number of passengers, and any traffic accidents can lead to severe casualties and property losses. Hence, predicting the likelihood of accidents among bus drivers is paramount. This paper considered occupational driving cha...

  • Article
  • Open Access
3 Citations
2,375 Views
15 Pages

13 July 2023

The global reduction in child undernutrition highlights the international and national commitment to prioritizing future generations’ health. This study aims to find out the previous trends in nutrition and the key drivers of these changes in d...

  • Article
  • Open Access
4 Citations
3,419 Views
14 Pages

10 October 2018

This paper proposes a system for estimating the level of danger when a driver accesses the center console of a vehicle while driving. The proposed system uses a driver monitoring platform to measure the distance between the driver’s hand and th...

  • Article
  • Open Access
5 Citations
3,813 Views
27 Pages

The Effectiveness of Unimodal and Multimodal Warnings on Drivers’ Response Time: A Meta-Analysis

  • Ao Zhu,
  • Ko-Hsuan Ma,
  • Annebella Tsz Ho Choi,
  • Duoduo Hu,
  • Chuan-Peng Hu,
  • Peng Peng and
  • Jibo He

8 January 2025

Driving warning systems are of great help in notifying emergencies. Based on the results of former studies as well as the multisensory integration effect (MIE), the current meta-analysis investigated the effectiveness of utilizing unimodal (i.e., aud...

  • Article
  • Open Access
3 Citations
1,756 Views
11 Pages

Identifying the Drivers of Inter-Regional Patients’ Mobility: An Analysis on Hospital Beds Endowment

  • Giovanni Guarducci,
  • Gabriele Messina,
  • Simona Carbone and
  • Nicola Nante

Background: In a Beveridgean decentralized healthcare system, like the Italian one, where regions are responsible for their own health planning and financing, the analysis of patients’ mobility appears very interesting as it has economic and so...

  • Article
  • Open Access
26 Citations
4,779 Views
16 Pages

The COVID-19 health and economic crisis has affected all areas of social life globally, including the economy. The world economy has declined due to purchasing power for individuals who have been forced to stay at home and cannot perform work. These...

  • Article
  • Open Access
17 Citations
12,218 Views
20 Pages

The Main Drivers of E-Commerce Adoption: A Global Panel Data Analysis

  • Cristian Paun,
  • Cosmin Ivascu,
  • Angel Olteteanu and
  • Dragos Dantis

Digitalization has become more and more important for economic activities and economic development. E-commerce, as a part of local and international trade, is of increasing importance and is highly correlated with technological progress and innovatio...

  • Article
  • Open Access
11 Citations
4,693 Views
22 Pages

A Framework for Building Comprehensive Driver Profiles

  • Rashmi P. Payyanadan and
  • Linda S. Angell

25 January 2022

Conventional approaches to modelling driver risk have incorporated measures such as driver gender, age, place of residence, vehicle model, and annual miles driven. However, in the last decade, research has shown that assessing a driver’s crash...

  • Article
  • Open Access
8 Citations
2,796 Views
16 Pages

Highlighting the Drivers of Italian Diversified Farms Efficiency: A Two-Stage DEA-Panel Tobit Analysis

  • Luca Romagnoli,
  • Vincenzo Giaccio,
  • Luigi Mastronardi and
  • Maria Bonaventura Forleo

23 November 2021

Farm diversification is an important phenomenon in agricultural systems and rural development in Europe, pursuing economic, social and environmental goals. For the sustainability of diversified farms, it is important to analyse some drivers affecting...

  • Article
  • Open Access
49 Citations
7,757 Views
24 Pages

Investing in a sustainable future has no alternative; the healthcare sector in developing countries has failed to achieve sustainability objectives. Knowledge management (KM) is a concrete application of sustainability in healthcare, as organizations...

  • Article
  • Open Access
119 Citations
27,852 Views
68 Pages

The Potential of Industrial Symbiosis: Case Analysis and Main Drivers and Barriers to Its Implementation

  • Angela Neves,
  • Radu Godina,
  • Susana G. Azevedo,
  • Carina Pimentel and
  • João C.O. Matias

11 December 2019

Industrial symbiosis, which is characterised mainly by the reuse of waste from one company as raw material by another, has been applied worldwide with recognised environmental, economic, and social benefits. However, the potential for industrial symb...

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