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

A NTUA Diploma Thesis titled “The impact of physical fitness on road safety and driver behaviour on rural roads” was recently presented by Marina Karachalia. For this reason an experimental procedure involving 46 participants aged 19–27 was conducted. The participants were evaluated in terms of their cardiorespiratory fitness through the Maximal Oxygen Uptake index (VO₂max), while also completing a related questionnaire. VO₂max was calculated based on heart rate (BPM – Beats Per Minute) after recovery from a short physical activity and then were categorized into two fitness groups: high fitness and low fitness, based on established VO₂max classification thresholds. The data was analyzed using linear and logistic regression models. Results suggest that high-fitness drivers have longer reaction times, greater variability in headway distance, higher average speeds, and, conversely, a lower probability of road accident involvement. Overall, higher physical fitness appears to be associated with more stable and controlled driving behavior, which, despite the increased reaction time, may contribute to reduced accident risk through improved decision-making.




A NTUA Diploma Thesis titled “Investigation of Illegal Pedestrian Crossings in the Center of Athens” was recently presented by Marianthi Alverti. For this purpose a Stated Preference (SP) survey was structured in order to examine decision-making scenarios based on varying conditions of travel time, perceived crash risk, and personal comfort, with a dataset of of 212 responses. The analysis utilized binary logistic regression to examine the likelihood of illegal crossing, and generalized linear model to investigate the trade-offs pedestrians make between safety, time, and convenience given three different scenarios of camera use, traffic light with timer, and the baseline scenario to choose from. The models highlight the influence of time pressure, traffic conditions, and social components on individual decisions. The findings aim to showcase the importance of pedestrian decisions to prevent the likelihood of a road crash and, in this way, support more behavior-aware policy design, ultimately contributing to safer urban mobility systems.




A NTUA Diploma Thesis titled “Investigation of Non-Compliant Pedestrian Crossings at Signalized Intersections Using Computer Vision Techniques” was recently presented by Mirogianni Melpomeni. For this reason an advanced video-based detection algorithm using data collected from a high-traffic intersection in Omonoia Square, in Athens was utilized. The dataset included detailed pedestrian and vehicle coordinates and speed characteristics, signal timing, and time-to-collision metric. The analysis consisted logistic regression, random forest classification, and point-biserial correlation to identify significant predictors of non-compliant behaviour and also to compare the effectiveness of the manual field and computer vision algorithm results. The findings contribute to the understanding of pedestrian violations and offer valuable insights for future implementation of automated monitoring systems and policy interventions for safer crosswalks.




A NTUA Diploma Thesis titled “The impact of connected and autonomous vehicles on road safety with use of simulation” was recently presented by Aikaterini Kalliakoudi. For this purpose an analysis based on simulation data derived from nine scenarios implemented in the city center of Athens was conducted. Additionally, traffic and geometric characteristics of the locations where the conflicts occurred were documented. The statistical analysis was carried out through the development of three models: two multiple linear regression models and one multinomial logistic regression model. The results indicated that the influencing factors for the above variables are related both to traffic composition (e.g., vehicle types) and infrastructure characteristics (e.g., speed limit, capacity). Furthermore, the increase in AV/CAV penetration in the network was found to have a positive impact on road safety, significantly reducing the number of vehicle conflicts.




A NTUA Diploma Thesis titled “Factors Influencing Speed Limit Violations on Athens Road Network” was recently presented by Daphne Kyprouli. For this reason data collected by OSeven Telematics and OpenStreetMaps, which includes information such as road geometry indicators, safety measurements and driving behavior metrics were utilized. The analysis consisted statistical models and machine learning algorithms aiming to predict speeding violations and understand the factors influencing them, with overall ten models created. The results demonstrated that speeding has a statistically significant correlation with various variables and improving driving behavior will consequently lead to a reduction of road crashes. The main factors affecting the likelihood of speeding in the examined road sections are the number of trips, the road section length and the percentage of mobile phone use, while slopes presented the least impact.




A NTUA Diploma Thesis titled “Critical factors of self reported behaviour and safety of electric scooter users in Europe” was recently presented by Ibabi Hasim. For this reason statistical models were utilized in order to analyze the factors that lead electric scooter users to engage in dangerous driving behaviors, based on data from the third edition of the international ESRA survey (E-Survey on Road Users’ Attitudes). Findings highlight the importance of factors such as the acceptance of risky behaviors, the existence of legislation, the level of urbanization, and age. Furthermore, mandatory helmet use and stricter rules prove to be particularly effective in reducing violations. Finally, some proposals are provided that could improve the road safety of electric scooter users, such as strengthening the legal framework, stricter enforcement, and infrastructure improvement.




The Horizon Europe research project CulturalRoad has recently released the CulturalRoad 2nd Newsletter, which provides information on the latest outcomes of the EU-funded Cultural Road Project aiming to develop innovative methodologies to ensure the equitable deployment of Cooperative, Connected, and Automated Mobility (CCAM) services. This version of the Newsletter announced the release of the Project’s first animated video, a perfect way to learn more about the Project, by presenting its vision for more equitable, inclusive and connected mobility. It also emphasizes on the five key pillars of mobility equity and the Five-Pointed Rating Star System, designed to evaluate the level of equity of CCAM systems within their specific environments. 


Dimitris Nikolaou, Eva Michelaraki, Armira Kontaxi, Julia Roussou, Maria G. Oikonomou, Marios Sekadakis and Stella Roussou, Research Associates of the Department of Transportation Planning and Engineering of NTUA were awarded with the NTUA Thomaidion Award for outstanding road safety publications in scientific journals. The Awards for publications in Scientific Journals concerned:
- Nikolaou D., Ziakopoulos A. & Yannis G. (2023) A Review of Surrogate Safety Measures Uses in Historical Crash Investigations, Sustainability, 15(9).
- Michelaraki E., Katrakazas C., Kaiser S., Brijs T. & Yannis G. (2023) Real-time monitoring of driver distraction: state-of-the-art and future insights, Accident Analysis and Prevention, Volume 193.
- Kontaxi A., Tzoutzoulis D., Ziakopoulos A. & Yannis G. (2023) Exploring speeding behavior using naturalistic car driving data from smartphones, Journal of Traffic and Transportation Engineering,10(6).
- Nikolaou D., Ziakopoulos A., Dragomanovits A., Roussou J. & Yannis G. (2023) Comparing Machine Learning Techniques for Predictions of Motorway Segment Crash Risk Level, Safety, Volume 9(2), Issue 32.
- Oikonomou G. M., Ziakopoulos A., Chaudhry A., Thomas P. & Yannis G. (2023) From conflicts to crashes: Simulating macroscopic connected and automated driving vehicle safety, Accident Analysis & Prevention, Volume 187.
- Sekadakis M., Katrakazas C., Michelaraki E., Ziakopoulos A. & Yannis G. (2023) COVID-19 and driving behavior: Which were the most crucial influencing factors, Data Science for Transportation, 16(5).
- Roussou S., Garefalakis T., Michelaraki E., Katrakazas C., Adnan M., Khattak M., Brijs T. & Yannis G. (2023) Examination of the Effect of Task Complexity and Coping Capacity on Driving Risk: A Cross-Country and Transportation Mode Comparative Study, Sensors 2023, 23(24).

A paper titled Safety contributing factors analysis of older vulnerable road users: General and local perspectives authored by Xueyu Zhang, Xueson Wang, Mohamed Abdel-Aty, George Yannis and Guangzhu Luo has been published in Accident Analysis & Prevention. This paper utilizes an analytic approach to explore the effects of contributing factors for older vulnerable road users’ (VRUs) crashes, with particular attention to the integration of general and local analysis. Socio-economic, road network, public facility, traffic enforcement and older VRU crashes were collected in the grids and gradient tree-boosted Tweedie compound Poisson models as well as geographically weighted random forests were employed. The findings suggest that population and healthcare played an important role in predicting older VRU crashes. The concentration areas for older people, including healthcare facilities, markets, and bus stops, could be targeted to make safety improvements. Furthermore the proposed approach emphasizes that the countermeasures for improvement should be formulated based on the spatial distribution of the variable importance, that is, “adapt to local conditions”. 


NTUA has recently released the 2025 version of key Road Safety Performance Indicators in Greece as part of the EU project Trendline. These KPIs are derived from nationwide field observations in 2025 on four key Road Safety Performance Indicators (KPIs): speed, seatbelt use, helmet use, and driver distraction. Key findings show that only 71% of vehicles on rural roads complied with speed limits (less than in 2022), seatbelt use among rear passengers remained as low as 57%, helmet use increased both for front (85%) and rear riders (60%) and mobile phone use increased on rural roads (12%). These results provide valuable evidence for targeted road safety interventions and the future alignment of Greece with EU safety targets. 


A paper titled Trajectory-based indicators to determine the local character of intersection conflicts: A micro-spatial analysis authored by Andreas Hula, Apostolos Ziakopoulos, Angel Losada, Andrea Schaub, Peter Saleh and George Yannis has been published in Accident Analysis & Prevention. This paper utilizes the Mobility Observation Box (MOB), which provides a flexible data collection to be used in subsequent video analysis. To facilitate potential MOB uses, this study leverages over 51 h of naturalistic video data at a busy Vienna intersection to advance road safety research, by employing random parameters binary modelling of the likelihood of critical conflict occurrence and Gaussian generalized additive spatial modelling to identify key factors influencing the absolute values of conflict angles on critical conflicts only. The findings suggest that all road user types were ultimately less likely to be involved in safety–critical conflicts compared to cars in both leading and following roles, with the exception of cyclists in the leading role. Within the micro-spatial analysis, the kinematic parameters of the second road user only (speed, max acceleration and max deceleration), the duration of the interaction as well as intersection-specific local effects related to the position of the leading road user were all found to influence the transformed absolute value of the angles of critical conflicts. 


A new book titled The Routledge Handbook of Sustainable Urban Transport edited by Lucy Budd, Stephen Ison and Maria Attard has been recently published. This Handbook offers a comprehensive exploration of urban transport sectors, as well as the challenges, impacts and issues being faced. Furthermore, this Monograph exploits technical, social and economic solutions for sustainable urban transport. NTUA actively contributed with the following chapter, co-authored by George Yannis and Eleonora Papadimitriou:

The United Nations Department of Economic and Social Affairs announced the first ever UN Decade of Sustainable Transport 2026 – 2035 starting in 2026. The Implementation Plan of the UN Decade of Sustainable Transport is expected to serve as a strategic framework to coordinate actions, mobilize resources, and monitor progress towards sustainable transport worldwide. It will be an opportunity to further raise awareness of transport’s crucial role in advancing the Sustainable Development Goals and to gather and rally new solutions, resources and partnerships to advance sustainable transport globally. 


The World Bank Global Road Safety Facility (GRSF) together with SSATP has published the 2025 Status Report on Road Safety in Africa analyzing findings for road safety on the African continent. The 2025 Africa Status Report on Road Safety reveals that, despite having only 3% of the global vehicle fleet, Africa accounts for 24% of global road fatalities with 259,601 deaths annually. This highlights the urgent need for safer pedestrian and cycling facilities to protect vulnerable road users.




The ETSC Annual Report 2024 , highlights a year of impactful advocacy and cross-border collaboration in the pursuit of safer roads across Europe. From championing 30 km/h urban speed limits and tackling loopholes in EU vehicle safety regulations, to supporting EU Member States through the EU-funded Road Safety Exchange programme, ETSC continues to be a leading voice for road safety in Europe. The report also celebrates milestones such as Finland’s PIN Award for outstanding progress on road safety, the #IWillBeALifesaver campaign, and award-winning educational initiative LEARN!




The UN Road Safety Fund continues to support low and middle-income countries to do that by providing road safety expertise to close gaps on road safety data, enforcement practices, vehicle safety, legislative frameworks, post-crash care, urban street design, among other topics. This UNRSF 2024 Annual Report highlights how collective efforts are saving lives and driving systemic change in road safety. 


The Bloomberg Philanthropies Initiative for Global Road Safety (BIGRS) works with Governments and communities to prevent road crashes, deaths and injuries. Since 2007, the initiative has helped implement proven road safety interventions across 22 countries. Currently, the initiative is supporting work in 27 cities and two states across 15 low- and middle-income countries. Its Resources Hub includes case studies and guidance focusing on five areas: strengthening legislation and leadership, enhancing data collection and surveillance, changing road user behavior with media campaigns and enhanced enforcement, improving road infrastructure and advancing vehicle safety. 


The Horizon Europe research project metaCCAZE has recently released a new Blog Post authored by George Yannis on the new Greek Road Traffic Code. The new Road Traffic Code introduces city-wide 30 km/h speed limit in all urban streets of one or two directions with a single lane per direction, making Greece the second EU country after Spain to implement such a measure. It is also rationalising and simplifying penalties and linking them to the offences’ seriousness and magnitude. Furthermore it introduces a number of correct and necessary traffic management provisions with emphasis on motorcycles and the 30km/h speed limit in cities. 


The Horizon 2020 research project PHOEBE has recently released the PHOEBE 5th Newsletter, which provides information on the latest outcomes of the EU-funded ‘Predictive Approaches for Safer Urban Environment’ (PHOEBE) project aiming to increase the road safety of vulnerable road users, especially those who use active mobility and e-scooters. Particular attention was given to the conclusion of the Project’s model development for the safety of vulnerable road users and the safety use case implementation. 


A paper titled Investigating the impact of in-vehicle warning information complexity on drivers: The role of working memory capacity and cognitive load authored by Kunchen Li, Wei Yuan, George Yannis, Fuwei Wu and Chang Wang has been published in Accident Analysis & Prevention. This Paper investigates the impact of the complexity of the warning messages on the behavior and physiological states of the driver, taking into account individual differences in working memory capacity and cognitive load levels. A total of 37 participants were recruited to conduct a mixed design driving simulation experiment, with working memory capacity treated as a between-subjects factor. The analysis included correlation as well as a Generalized Linear Mixed-effects Model (GLMM). The findings suggest that visually rich warnings lead to increased braking reaction times, especially between drivers having low working memory capacity and under high cognitive load. These findings offer theoretical insights to assist manufacturers in designing human-centered, personalized, and adaptive in-vehicle warning systems. 


A paper titled E-scooter riders: A cross-cultural analysis of traffic safety attitudes and behaviors authored by Milad Delavary, Craig Lyon, Ward G.M. Vanlaar, Robyn D. Robertson, Dimitrios Nikolaou and George Yannis has been published in IATSS Research. This study aims to analyze the prevalence of self-reported risky behaviors across various demographic groups and regions, and to assess factors contributing to the likelihood of unsafe e-scooter riding behavior. To achieve this, data from the third edition of the E-Survey of Road users’ Attitudes (ESRA) were utilized, focusing on responses from 39 countries worldwide. This paper included descriptive analysis and also mixed-effects logistic regression models were employed. The findings suggest that younger individuals and males are more likely to use e-scooters and engage in risky behaviors. Key factors influencing or associated with these behaviors included previous crash involvement, student status, and permissive attitudes toward safety regulations. Furthermore the study highlights the need for targeted safety interventions that address infrastructural factors as well as behavioral factors, including demographic and attitudinal influences. 


The European Commission is organising the TRAVisions competitions for transport research awards to be announced in a prestigious award ceremony within the Transport Research Arena Conference (TRA) on 18-21 May 2026 in Budapest (abstract submission deadline: 30/6/2025):

- TRAVisions 2026 Young Researcher Competition, is aimed at University and Technical Institute students pursuing bachelor, master and PhD degrees
- TRAVisions 2026 Senior Researcher Competition, a competition for Senior Researchers in the field of innovative surface transport concepts based on results only from EU-funded projects

A paper titled Validating traffic simulation for crash risk assessment using field crash data authored by Maria Oikonomou and George Yannis has been published in Journal of Safety Research. This study aims to bridge the gap between simulation models and real-world safety observations, contributing to the advancement of more robust safety assessment methodologies. Utilizing Aimsun Next, simulation data were analyzed to extract traffic conflicts, which were then converted into crash risk levels, as well ass real-world crash data between 2017 and 2019. The analysis of simulation and observational data revealed two distinct clusters: roads with low and high crash risks, clearly distinguished with minimal overlap. The findings suggest approximately 87.7% accuracy in predicting road crash risk classifications through traffic simulation, confirming its reliability for safety assessment. This paper validates a framework ready for future research applications in scenarios where direct observation is impractical, enhancing road safety and guiding interventions within evolving traffic conditions and technologies. 


The International Road Traffic Safety Analysis and Data (IRTAD) Group of the International Transport Forum (ITF) has recently launched a new and highly useful interactive Road Safety Dashboard, showcasing up-to-date crash and mortality data from 35 IRTAD member countries. This Dashboard is exploiting the long-standing IRTAD database, with data collected directly from relevant national data providers. This data includes county strategies and targets, road fatality data from 2013 to 2023 with country comparisons and country profiles with road fatalities by user group and mortality rate by age. 


The European Association of Operators of Toll Road Infrastructures (ASECAP) is organizing for the third year a European day awareness Campaign on 25 June 2025, to draw public attention on safety of staff working on motorways. This Campaign titled “Strengthening Patroller Safety on European Roads” aims to take a European dimension supported throughout the network operated by ASECAP members. This year, with the engagement of new concessionaires and countries, the Campaign aims to go even further – promoting mutual respect, empathy, and concrete action between all road users.




EIT Urban Mobility has just published the EIT Urban Mobility Academic Research Board Annual Report: Strategic Research Priorities and Gaps, with the active contribution of NTUA. This Report outlines key challenges in urban mobility across Europe and highlights five core priority areas: economic productivity, resilience and adaptation, decarbonization, health and safety, and accessibility and inclusion. The Report presents a high-level perspective on knowledge gaps and future research priorities which are examined in the context of societal goals, systemic pressures, and critical policy levers, bringing together leading researchers from across Europe and beyond. 


A paper titled Mild cognitive impairment, Alzheimer’s disease dementia, and predictors of driving cessation: A 7-year longitudinal prospective study authored by Petros Stamatelos, Ion Beratis, Panagiota Hatzaki, Alexandra Economou, Nikolaos Andronas, Dimosthenis Pavlou, Stella Fragkiadaki, Dionysia Kontaxopoulou, Anastasios Bonakis, Leonidas Stefanis, George Yannis and Sokratis Papageorgiou has been published in Journal of Alzheimer’s Disease. This paper aims to identify predictors of driving cessation among patients with mild cognitive impairment (MCI) or mild Alzheimer’s disease dementia (AD). The 109 participants underwent a neurological, neuropsychological and driving simulator assessment with re-evaluations after 48 and 84 months including a structured interview with the patients and their caregiver. Primary endpoints were driving cessation, death and progression to dementia. The findings suggest that age, SVF and mTWT are significant predictors of driving cessation among MCI and AD patients. Furthermore, driving simulator may be a promising component of driving evaluation. 


A paper titled Exploring the impact of driver feedback on safety: A systematic review of studies in real-world driving conditions authored by Armira Kontaxi, Apostolos Ziakopoulos and George Yannis has been published in Transportation Research Part F: Traffic Psychology and Behaviour. This study systematically investigates the role of driver feedback towards improving driving behavior, by utilizing the the PRISMA framework and by reviewing 34 studies. The studies are analyzed in terms of their experimental frameworks, including sample sizes, feedback delivery methods, and feedback phases, along with statistical models employed to assess the impact of feedback on driving behavior and road safety. The findings suggest that driver feedback can significantly reduce crash risks and improve driving behavior, but further research is required to explore its long-term effects and broader applicability. 


The fourth edition of Road Safety Manual (RSM) developed by the World Road Association (PIARC) is now available. It is designed to help countries at every stage of infrastructure development to fulfil road safety objectives and it is aligned with key pillars for the United Nations Decade of Action for Road Safety 2021-2030: Pillar 1: Multimodal transport and land use planning, Pillar 2: Safe Road Infrastrucure and Pillar 4: Safe Road Use. This comprehensive resource builds on the broad range of knowledge and experience provided by PIARC in the previous editions. It includes new thinking on road safety and offers a clear argument on why adopting a Safe System approach is crucial for all countries. 


The Foundation VINCI Autoroutes has recently published the results of the 15th Euro-Barometer for Responsible Driving by Ipsos, in which representative attitudes of Europeans at the wheel are recorded, enabling also the monitoring of the evolution of risky driving and good practices to better target prevention messages in European countries. According to this study, Greece has the highest rate of drivers (82%) that use their mobile phone during driving in Europe (EU average 77%). Furthermore, most of the Greek drivers (81%) admits exceeding the speed limit by a few km/h. In addition, 40% of drivers in Greece admitted continuing driving even when they feel tired, whereas the respective EU average is 32%. 
