Road Safety Knowledge
Road Safety Knowledge concerns published scientific papers, conference presentations, research results, technical reports, as well as syntheses, manuals and guidelines attempting to shed light into several contemporary road safety issues.

Road Design
Road interventions
Signing
Lighting
Equipment
Workzones
Junctions
Urban safety
Rural roads
Motorways
Traffic
Weather
Impact assessment
Audit & inspection
High risk sites
Safety assessment
e-safety
Safety equipment
Vehicle Inspection

Culture
Strategy
Measures
International comparisons
Data analysis
Accident severity
Driving Simulator
Naturalistic Driving
Measures Assessment
Social cost
Post impact care
Work related safety

The European Commission has added to its library of European Road Safety Observatory road safety data and analytical resources with the publication of Thematic Reports on the use of seatbelts and child restraint systems, serious injuries through road crashes and on driver impairment due to alcohol, drugs and medicines. The aim of these Reports is to aid understanding of the causes and impacts of road crashes, with the ultimate aim of achieving “vision zero” of zero road deaths or serious injuries in Europe’s roads by 2050. 


The European Commission has launched EU pilot projects to assess safety of infrastructure. These pilot projects are carried out to test methodologies for the network-wide road assessments developed with the active contribution of NTUA, required under the Road Infrastructure Safety Management Directive (RISM). The Network-wide road assessments allow national authorities to identify those sections of road where the opportunities to improve safety are the greatest and where targeted investment should deliver the biggest improvements. 


The European Commission marked the International Level Crossing Awareness Day. Almost 300 people per year die in crashes at level crossings, representing around 30% of all railway deaths. The Commission has published a thematic report on this issue, setting out the situation regarding collisions at level crossings and measures the that could be taken to prevent them. In the Western Balkans region, the Transport Community has launched an awareness campaign to try to reduce the number and severity of collisions at railway crossings. 


The World Bank Global Road Safety Facility (GRSF) has published a Report titled Detecting Urban Clues for Road Safety : Leveraging Big Data and Machine Learning Report. The Report presents opportunities to use new technologies to improve current methods for data collection and analysis for various road safety assessments. This guidance note provides a practical guide for using new data sources and analytical methods for road safety analysis in different types of projects that may impact road infrastructure or risk-related factors.




The World Health Oganisation (WHO) recently published a Manual titled Drink-Driving: A Road Safety Manual for Decision-Makers and Practitioners. The Manual provides guidance for decision-makers and practitioners to reduce the prevalence of drink driving and associated road trauma. It draws on experience from countries that have succeeded in achieving and sustaining reductions in alcohol-related road trauma, and includes recommendations for developing and implementing drink driving legislation, and advice on how to monitor and evaluate progress.




The European Commission published a Study titled Prevention of driving under the influence of alcohol and drugs. Among its conclusions, the Study argues in particular that taking steps to mitigate drink driving, such as lower permitted blood alcohol levels or alcohol interlocks, would be particularly relevant for young or novice drivers and for drivers of heavy goods vehicles. However, it also finds that there is a lack of data on drug-driving fatalities and a need to develop more accurate and usable drugs screening devices. 


The World Bank Global Road Safety Facility (GRSF) has published 4 Reports on Road Safety in Africa: Road Safety Data in Africa, Africa Status Report on Road Safety in Africa, Road Safety Strategies for African Cities and Road Safety Culture in Africa (with the active contribution of NTUA), analysing findings for road safety on the African continent. The main goal of these Reports is to support the quest for reaching the target of a 50% reduction of road fatalities in the Africa by 2030.






World Bank published a Knowledge Report titled Saving Lives Through Private Investment in Road Safety. This Report examines the enabling environment for structuring investable road safety projects in a sample of countries, looking at the barriers and opportunities, and proposing risks and mitigation strategies, like blended finance mechanisms and stable revenue sources, for long-term sustainability of road safety investments. 


The Horizon 2020 project HADRIAN (Holistic Approach for Driver Role Integration and Automation Allocation for European Mobility Needs) published recently the Newsletter for March 2022, with updates on the main activities in the HADRIAN project which focused on studying the effects of haptic feedback, optimized head-up displays, adding predictability of the automated drive, and improved visual and auditory display elements and many more – all in the context of a holistic view on automated driving. 


The International Road Traffic and Accident Database (IRTAD) of the International Transport Forum (ITF/OECD) organised with great success the Road Safety Strategies and targets for the Decade 2021-2030 Webinar, which was held online, on 10 March 2022. The Webinar focused on new road safety strategies and targets. NTUA contributed actively with the following presentation:

Τhe European Transport Safety Council (ETSC) has published the 42nd PIN Flash Report titled How Traffic Law Enforcement Can Contribute to Safer Roads with the active contribution of NTUA. Exceeding speed limits, drink- or distracted- driving, and failure to wear a seatbelt are among the important factors leading to death and serious injury on European roads. Road safety laws have been adopted to guide drivers in their behaviour. Many comply with them willingly. Others, however, would be less likely to comply if it were not for fear of being detected and sanctioned. This is where traffic law enforcement comes in. This Report gives an overview of the current state of road traffic enforcement across the EU, with recommendations for action.




Together for Safer Roads Global Coalition published a Report titled Driver Attitudes Towards Vehicle Safety Technology. Fleet Managers now have access to GPS-based telematics and in-cab driver assistance technology that is often paired with in-cab dash cameras—all of which can keep drivers and the public safe. Since many drivers and even some managers are critical of the technology, significantly impacting adoption and use, this Report helps to better understand what makes drivers reluctant to adopt in-cab camera technology and identify what can be done to positively influence perceptions. 


A paper titled “Spatial predictions of harsh driving events using statistical and machine learning methods” authored by Apostolos Ziakopoulos, Eleni Vlachogianni, Constantinos Antoniou and George Yannis is published in Safety Science. Spatial models including Geographically Weighted Poisson Regression, Bayesian Conditional autoregressive models (CAR), and variations of EXtreme Gradient Boosting (XGBoost) are implemented. The purpose is to: (i) explore parameters affecting frequencies of harsh driving events through causal spatial models in an urban road network and (ii) assess the predictive performance of models by testing the transferable components of these models in a new urban network test area. The models are trained and evaluated in terms of accuracy and transferability for Harsh Breaking (HB) predictions in separate areas of Athens, Greece. Findings indicate key geometrical characteristics affecting HB frequencies per road segment. 


A paper titled “Development of a Roadmap for the Implementation of a Sustainable Mobility Action Plan in University Campuses of Emerging Countries” authored by Tormo-Lancero M., Valero-Mora P., Sanmartin J., Sánchez-García M., Papantoniou P., Yannis G., Alonso F. and Campos-Díaz E. is published in Frontiers in Sustainable Cities. In this paper a customizable standardized Roadmap design is proposed, which consists of two documents: a tactical document that provides a global and sequential vision of the entire plan, and an operational document that details the actions for each strategic line. This roadmap is accompanied by a catalog of objectives, measures, and cost and impact indicators. This design might be instructive for universities because of its universal characteristics in Emerging Countries. To ensure this, it is necessary to apply this roadmap and carry out the corresponding evaluation. 


The World Bank Global Road Safety Facility (GRSF) has published a Report titled: Guidelines for Conducting Road Safety Data Reviews. Since road safety data definitions and collection methods must converge into standard international criteria, this Report is designed to support reviewers in the assessment of road safety data collection; the complete range of safety data should be considered. This task can be complicated because collection of road safety data is often not achieved by activities dedicated to this purpose, but rather through piggybacks on other sources. 


A paper titled “Driving and Alzheimer’s Dementia or Mild Cognitive Impairment: A systematic review of the existing guidelines emphasizing on the neurologist’s role“, authored by Petros Stamatelos, Alexandra Economou, Leonidas Stefanis, George Yannis and Sokratis Papageorgiou is published in Neurological Sciences. The review of this paper included eighteen G/Rs, referred to drivers with dementia and 9/18 referred to drivers with MCI. A common approach among G/Rs is the initial trichotomization of patients in safe to drive, unsafe to drive, and undetermined cases, which are referred to a second-line evaluator. The most commonly used tests are the MMSE, TMT, and CDT. Although extensive multi-disciplinary research has provided useful information for driving behavior of cognitively impaired individuals, we are still far from a widely accepted approach of driving ability evaluation in this increasing population. A comprehensive assessment from a multi-disciplinary team in which the neurologist plays a critical role seems to be required, although this has not yet been implemented in any G/Rs.
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A paper titled “The role of values in road safety culture: Examining the valuation of freedom to take risk, risk taking and accident involvement in three countries” authored by Tor-Olav Nævestad, Alexandra Laiou, Tova Rosenbloom, Rune Elvik, and George Yannis is published in Transportation Research Part F: Traffic Psychology and Behaviour. National focus on individual freedom versus paternalistic values is a fundamental theme, which defines the status of traffic safety in different countries. Linear and logistic regression model results indicate that Greek drivers value freedom to take risk in traffic higher than drivers from Norway and Israel. Greek drivers also expect higher levels of risk taking from other drivers in their country, they report higher levels of risky driving themselves, and are more often involved in accidents. Thus, it seems that values have an important role in Road Safety Culture (RSC), legitimizing and motivating risky driving, which are related to accidents. 


The New Information System of the Hellenic Ministry of Infrastructure and Transport was presented by the Deputy Minister of the Ministry of Infrastructure and Transport, responsible for Transport Mr. Michalis Papadopoulos, the General Secretary of Transport Mr. Giannis Xifaras and the General Manager of ONEX IoT, Mr. Konstantinos Nikolouzos. The new Information System ensures the digitization and the faster processes of Transport Services. The new digital network will integrate applications and tools, which might be highly useful for the improvement of the road safety, such as the vehicle registrations, the driving licenses and the controls of the Vehicle Technical Inspection Centers. 


The International Transport Forum (ITF) published a Report titled Streets That Fit: Re-allocating Space for Better Cities. This Report looks at how street space has typically been allocated in the past, examines the rationale for street space allocation and describes how to measure space consumption for mobility purposes. The study also explores by way of a simulation how new mobility services and travel modes interact when a limited, dynamic and demand-responsive re-allocation of street space is introduced in a mid-sized city.




The International Transport Forum (ITF) published a Booklet titled Road Safety in Cities: Street Design and Traffic Management Solutions presenting measures that effectively reduce road traffic deaths and serious injuries in cities. The Booklet covers urban street design, traffic management and improving mobility options. Measures are illustrated with examples reported by cities collaborating in the ITF Safer City Streets network and include information on cost and effectiveness.




The World Road Association – PIARC published a Report titled “Road Related Data and How to Use it“. 20 recommendations, referenced within the report, provide a clear framework for road administrations to systematically compare their current practices and develop tailored action plans. These also complemented by a further 4 recommendations for PIARC to consider, to supporting member organisations in their journey to deliver better services through smarter use of data. 


The World Road Association – PIARC recently published a Report titled “Smart Roads Classification“. This Special Project presents an exploratory study about the feasibility of a Smart Roads Classification system. Identifying which steps should be done first becomes crucial, especially when addressing safety issues. One of the activities of the Special Project was exploring the feedback about follow-up proposals from several stakeholders. 


The World Road Association – PIARC recently published a Report titled “Improving Road Tunnel Resilience, Considering Safety and Availability – PIARC Literature Review“. It is acknowledged that the definition of resilience is not yet stabilized and that this is being discussed withing PIARC from different perspectives and committees. The work in this document will feed into the PIARC debate on resilience and the next outputs of the Working Group on resilience in the future months. 


The European Platform on Sustainable Urban Mobility Plans of Eltis recently published a Topic Guide on Safe Use of Micromobility Devices, which proposes best practice and key recommendations on the integration of micromobility in urban mobility planning, with the goal to support cities in achieving a safer use of micromobility devices in urban areas. The Guide also highlights the need to urgently integrate e-scooters into cities’ Sustainable Urban Mobility Plans (SUMPs).




The International Road Traffic and Accident Database (IRTAD) of the International Transport Forum (ITF/OECD) published the Road Safety Annual Report 2021 focusing on the Covid-19 pandemic impact on road safety performance in 2020, identifying how the pandemic affected both mobility patterns and road fatalities. The analysis draws on data on road deaths from 34 member countries of the IRTAD Group and it also contains the IRTAD Country Reports highlighting the latest road safety developments in each country.




The International Transport Forum (ITF) published a Report titled Artificial Intelligence in Proactive Road Infrastructure Safety Management, reflecting the discussions at a Round Table of Experts from 33 Organisations and 15 Countries, chaired by NTUA Prof. George Yannis. This Report examines and determines the most relevant cases for Artificial Intelligence (AI) use in a transport planning context for accident prevention on an entire road network and it explores the possibility of using computer vision to acquire relevant information and the capability of modelling and mapping high-risk locations. It also offers recommendations to stakeholders on the development and appropriate use of lifesaving AI solutions.





In the framework of the development of the National Road Safety Strategic Plan for the period 2021-2030, the Hellenic Ministry of Infrastructure and Transport has launched a wide and organized Open Consultation with all road safety stakeholders. This Plan is being developed with the scientific support of the Department of Transportation Planning and Engineering of NTUA and aims to reduce the number of road fatalities and serious injuries by 50% by 2030.
Any citizen or stakeholder can be informed and actively participate in the Open Consultation through the dedicated website: 



A paper titled “Modelling self-reported driver perspectives and fatigued driving via deep learning” authored by Alexandros Zoupos, Apostolos Ziakopoulos and George Yannis is published in Traffic Safety Research. A binary logistic regression model was trained to provide causal insights on which variables affect the likelihood that a driver engaged in driving while fatigued, whereas a Deep Neural Network (DNN) was subsequently trained on the data, slightly outperforming the binary logistic model. Results demonstrate that drivers reporting driving under the influence of drugs, fatigue, or alcohol, as well as speeding, safety, and texting while driving or drivers who were more acceptable of fatigued driving were more likely to have recently driven while fatigued, and from the results of this paper it was concluded that declared fatigued driving behavior can be predicted from questionnaire data, providing new insights to fatigue detection. 


A paper titled “Quantifying the implementation impacts of a point to point automated urban shuttle service in a large-scale network” authored by Apostolos Ziakopoulos, Maria Oikonomou, Eleni Vlachogianni and George Yannis is published in Transport Policy. The results of this paper indicate that the AUSS operation has a significant effect on cumulative travel time per segment and CO2 emissions per segment only during the scenario of mixed operation with traffic during off-peak hours. Road traffic density was found to be positively correlated with both travel time and CO2 emissions, while the penetration of both cautious and aggressive CAVs was found to be negatively correlated with both indicators. 


A paper titled “Effect of Apolipoprotein E4 on the Driving Behavior of Patients with Amnestic Mild Cognitive Impairment or Mild Alzheimer’s Disease Dementia“, authored by E. Stanitsa, A. Economou, I. Beratis, D. Kontaxopoulou, S. Fragkiadaki, V. Papastefanopoulou, D. Pavlou, P. Papantoniou, C. Kroupis, J. Papatriantafyllou, L. Stefanis, G. Yannis and S. Papageorgiou is published in the Journal of Alzheimer’s Disease. The results of this paper indicate that the lower speed variability of APOE4 carriers in the absence of neuropsychological test differences indicates reduced speed adaptations, possibly as a compensatory strategy. Simulated driving may be a sensitive method for detecting performance differences in the absence of cognitive differences.
