Laboratory of Traffic Engineering, April 2025

A paper titled Laboratory of Traffic Engineering authored by  Lv Yisheng George Yannis and Eleni Vlahogianni, has been published in IEEE Intelligent Transportation Systems Magazine. This paper focuses on the Laboratory of Traffic Engineering of NTUA (LTE), established in 1998. The mission of the NTUA LTE is to provide scientists and engineers with a high level of education and to promote research in the field of traffic engineering. The LTE’s educational and research activities are characterized by high innovation, excellent organization, and great utility for society. The LTE contributes to a vast spectrum of scientific fields, including predictive traffic management, road safety, and connected and cooperative automated mobility (CCAM). Some of the indicative Projects of LTE are: DIT4TRAM, PHOEBE, IMPROVA, FRODDO and SHOWdoi

April 24th, 2025|Categories: Knowledge, News|

Investigation of hit-and-run crash severity through explainable machine learning, April 2025

A paper titled Investigation of hit-and-run crash severity through explainable machine learning authored by Stella Roussou, Apostolos Ziakopoulos and George Yannis, has been published in Transportation Letters. This study, uses a 5-year dataset from Victoria, Australia and analyzed with CatBoost algorithms and SHAP values using explainable machine learning techniques, to highlight key severity factors. Findings suggest that the presence of police at the crash scene emerges as the most critical determinant, underscoring the importance of law enforcement in mitigating severe crash outcomes. Furthermore crashes involving passenger vehicles and those on weekends were also linked to higher severity. These novel findings offer valuable insights for targeted interventions and policy-making to mitigate the impact of severe hit-and-run crashes and enhance road safety. doi

April 24th, 2025|Categories: Knowledge, News|

Analyzing the safety effects of different operating speeds for an autonomous shuttle bus service, March 2025

A paper titled Analyzing the safety effects of different operating speeds for an autonomous shuttle bus service authored by Maria OikonomouMarios Sekadakis, Christos Katrakazas and George Yannis has been published in Traffic Safety Research. This study utilizes microscopic simulation analysis in order to quantify the impact of road safety of an automated shuttle bus service within traffic. In the traffic network of Villaverde, Madrid, several scenarios were simulated using the Aimsun software considering the various CAV MPRs and the different operational speeds of the service, namely 15, 30, and 45 km/h. The analysis revealed that the conflict frequency is lower when the shuttle bus operates at 45 or 30 km/h compared to 15 km/h, with the 45 km/h speed showing the largest reduction. This reduction in conflicts is probably due to the shuttle bus adapting more easily to the average traffic speed and is more synchronized with traffic flow. The current study establishes a solid relationship for the conflict frequency of AV shuttles enabling stakeholders to optimize road safety towards a future of automated traffic. doi

April 24th, 2025|Categories: Knowledge, News|

NTUA – Guide for Safe Driving, April 2025

The National Technical University of Athens has recently released a Guide for Safe Driving providing practical advice for drivers and riders in order to prevent key crash causes: speeding, seat-belt, helmet, mobile phone use, drink-and-drive, fatigue and adverse weather conditions. This Guide suggests summary knowledge on these key crash risk factors together with highly useful recommendations in order to promote safe driving behaviour and develop a continuously improving road safety culture. link link pdf5

April 23rd, 2025|Categories: Knowledge|

ACEM/FIM – Learn – Ride – Enjoy – Repeat Campaign, April 2025

The European Association of Motorcycle Manufacturers (ACEM) together with the Fédération Internationale de Motocyclisme (FIM) have launched “Learn – Ride – Enjoy – Repeat”, a European-wide Campaign designed to encourage novice and experienced riders to take high-quality voluntary motorcycle training. This Campaign aims to inspire European riders to take the next step in their journey by enrolling in certified training programmes, ensuring more riders have access to advanced tools and knowledge to enjoy motorcycling safely and responsibly. The Campaign builds on the success of the European Motorcycle Training Quality Label – voluntary certification of high-quality post-license training courses across Europe. As motorcycling continues to serve as a key mobility and leisure tool for millions across Europe, improving rider safety remains a top priority. link video

April 17th, 2025|Categories: Knowledge, News|

European Commission – Single Vehicle Crashes Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Single Vehicle Crashes Facts and Figures Report which looks at single vehicle fatalities, which means fatalities in crashes including only one moving vehicle. According to this Report, in the EU in 2022, 6,369 people were killed in a single vehicle crash and the number has decreased by 11% in the last decade and amounts to 35% of all road fatalities. Moreover the share of single vehicle fatalities within all road fatalities is highest in Southern and Western Europe. Furthermore, there are proportionally more single vehicle fatalities during weekends both during daytime (26%) and nights (16%) compared to other road user fatalities (21% during daytime and 9% at night). link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Serious Injuries Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Serious Injuries Facts and Figures Report which looks  at serious injuries resulting from road crashes in EU and EFTA countries. According to this Report, the police-based data indicates an average decrease of 19% in serious injuries over the decade 2012-2022, as well as average around 8 serious injuries for every road fatality on EU roads (France and Italy excluded among others). Moreover, vulnerable road users (pedestrians, cyclists, moped riders and motorcyclists) make up a large share of serious injuries (57% EU average), with most of the serious injuries in the EU occurring on urban roads, accounting for 57%, half of which are pedestrians. link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Regional Distribution Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Regional Distribution Facts and Figures Report which looks at the regional distribution of road fatalities on European roads. According to this Report, the number of fatalities per million inhabitants  is highest in Eastern Europe. Some of the regions with the highest mortality rates can be found in Greece, Romania and Bulgaria. In most countries, there are regions with a comparatively low mortality rate as well as a comparatively high one. Furthermore, the trend in the rate over time tends to vary between regions. In Lithuania, Poland and Slovenia there has been a decrease in all regions. Furthermore, Regarding road types, the share of fatalities on rural roads within the total number of fatalities is high in Central, North and West Europe, while the rate for urban roads is high in East and South Europe. link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Powered Two-Wheelers Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Powered Two-Wheelers Facts and Figures Report which looks at fatalities at motorcycle and moped riders’ fatalities on EU roads. According to this Report, respectively, 3% and 16% of all road fatalities in the EU in 2022 were moped riders and motorcyclists. Taken together therefore, almost one in five road fatalities were powered two wheeler riders. Moreover, in fatal moped and motorcycle crashes, often no other road user was involved as 29% and 37% of moped riders and motorcyclists respectively died in a single vehicle crash (i.e. a crash with no crash opponent). link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Pedestrians Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Pedestrians Facts and Figures Report which looks at pedestrian fatalities on European roads. According to this Report, almost one in five of all road fatalities across the EU were pedestrians. The absolute number of pedestrian fatalities fell from 5,410 to 3,740 fatalities between 2012 and 2022 (-31%), which is a greater decrease compared to the decrease for the total number of road fatalities (-22%). Furthermore, around 1 in 2 pedestrian fatalities (47%) in 2022 were seniors aged 65 or older.

April 14th, 2025|Categories: Knowledge, News|

European Commission – New Forms of Mobility Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the New Forms of Mobility Facts and Figures Report which looks at fatalities of users of motorized micro-mobility devices and pedelecs on European roads. According to this Report, in 2022, 76 motorized micro-mobility device fatalities and 385 pedelec fatalities were recorded in the 15 European countries reporting data on these transport modes. Furthermore, the share of fatalities on motorized micro-mobility devices on urban roads, where all transport modes are represented, amounts to 72% in 2022, while fatalities on pedelecs are lower with a share of 50% on urban roads. link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Gender Facts and Figures Report, July 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Gender Facts and Figures Report which looks at fatalities on European roads distributed by gender. According to this Report, in 2022, the share of males among fatally injured road users was 77% male versus 23% of female fatalities within the EU countries. The ratio of male to female fatalities has been stable between 2012 and 2022. Cyprus, Greece, Italy, Slovakia and Portugal have a share of male fatalities of 80% or higher. The absolute number of male fatalities has decreased by 21% in the period 2012-2022 and the number of female fatalities by 25% in the same time period. link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Cyclists Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Cyclists Facts and Figures Report which refers to cyclist fatalities on EU roads. According to this Report, in contrast to the number of fatalities in crashes with other modes of transport, the number of cyclists killed on EU roads has remained at more or less the same level for the past decade: since 2012 a decrease of -3%, since 2019 a decrease of -1%. In 2022, half of all cyclist fatalities (50%) were cyclists aged 65 years or older on average and more than half of cyclist fatalities occurred in crashes on urban roads (57%), 42% on rural roads and 1% on motorways. link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Children Facts and Figures Report, May 2024

The European Commission with the active contribution of NTUASWOV and KFV has published at the European Road Safety Observatory, the Children Facts and Figures Report which looks at road fatalities among children on EU roads. According to this Report, the absolute number of fatalities among children aged 0-14 decreased between 2012 and 2022 by 33% to 455 fatalities in 2022, while the short-term change from 2019 to 2022 is a decline of 7%. The relative share remained constant throughout this time at just over 2% of all EU fatalities. link pdf5

April 14th, 2025|Categories: Knowledge, News|

European Commission – Traffic Safety Culture Thematic Report, February 2025

The European Commission with the active contribution of NTUASWOVVIAS Institute and KFV has published at the European Road Safety Observatory, the Traffic Safety Culture Thematic Report which emphasizes on growing a positive Traffic Safety Culture (TSC). This Thematic Report highlights that TSC encompasses shared values, norms, and attitudes that impact behaviours across the road system, influencing not only individual road users but also key stakeholders such as public authorities, private companies, NGOs, vehicle manufacturers, and infrastructure designers. An important way to leverage TSC as a concept to improve road safety is through organisations and companies, also preventive efforts to tackle risk behaviours should be made, ideally by focusing on long-term behavioural change.  pdf5

April 11th, 2025|Categories: Knowledge, News|

European Commission – Professional Drivers Thematic Report, February 2025

The European Commission with the active contribution of NTUASWOVVIAS Institute and KFV has published at the European Road Safety Observatory, the Professional Drivers Thematic Report which mainly refers to the safety of heavy goods vehicles (HGVs) and buses. This Thematic Report highlights that the safety of HGVs and buses are significantly influenced by road infrastructure due to their unique characteristics such as mass, maneuverability, and acceleration/deceleration capabilities, as well as the fatigue and distraction of the drivers. Furthermore, countermeasures about separating these heavy vehicles from other road users, providing professional drivers with timely warnings about hazardous or restricted road sections and addressing the need for adequate and well-managed overnight parking facilities for HGVs are suggested.  pdf5

April 11th, 2025|Categories: Knowledge, News|

European Commission – Children Thematic Report, February 2025

The European Commission with the active contribution of NTUASWOVVIAS Institute and KFV has published at the European Road Safety Observatory, the Children Thematic Report which refers to the safety of children. This Thematic Report highlights that children are, along with elderly people, the most vulnerable road users with boys being most at risk due to greater exposure and risk-taking behaviour. Moreover, a series of specific countermeasures are suggested, such as road infrastructure that prioritizes vulnerable users, 30 km/h zones around childcare facilities, mandatory protective equipment, the enhancement of active and passive vehicle safety, traffic laws with strict penalties, as well as better Traffic Safety and Mobility education in schools.  pdf5

April 11th, 2025|Categories: Knowledge, News|

European Commission – Rural road fatalities collision matrix, in the EU, February 2025

The European Commission published the collision matrix for fatalities on rural roads in the EU. The available EU-wide data for 2023 contained in the CARE database, demonstrate that 52% of road traffic fatalities occurred in rural areas, with vulnerable road users (pedestrians, cyclists, e-scooters and users of powered two-wheelers) representing almost 36% of total fatalities. This collision matrix shows clearly that rural road user fatalities occur overwhelmingly when a crash involves cars and heavy vehicles (lorries and heavy goods vehicles). Furthermore, the high number (41% of total fatalities) of fatalities in single vehicle crashes involving cars and motorcycles demonstrate the critical role of speeding on rural roads.  pdf5 

April 9th, 2025|Categories: Knowledge, News|

European Commission – Urban road fatalities collision matrix EU, February 2025

The European Commission published the collision matrix with fatalities on urban roads in the EU. The available EU-wide data for 2023 contained in the CARE database, demonstrate that 38% of road traffic fatalities occured in urban areas, with vulnerable road users (pedestrians, cyclists, users of powered two-wheelers and personal mobility devices) representing almost 70% of total fatalities. This collision matrix shows clearly that urban road user fatalities occur overwhelmingly when a crash involves cars and lorries, underlining the need to improve protection of these vulnerable road users. Furthermore, the high number (44% of the total fatalities) of fatalities in single vehicle crashes of cars and two-wheelers demosntrate the critical role of speeding in the cities.  pdf5 

April 8th, 2025|Categories: Knowledge, News|

European Commission – Traffic fatalities collision matrix in the EU, February 2025

The European Commission published a breakdown of fatalities in the EU by road user and (other) “main vehicle” involved in the crash. The matrix shows clearly that fatalities overwhelmingly occur in collisions involving cars, and the need  to increase the protection of vulnerable road users such as pedestrians, motorcyclists, cyclists and e-scooter riders. EU policies are already evolving in this direction with the new mandatory safety measures introduced by the General Safety Regulation focused on VRUs.  pdf5

April 8th, 2025|Categories: Knowledge, News|

ETSC – Reducing Serious Injuries on European Roads, 48th PIN Flash Report, March 2025

The European Transport Safety Council (ETSC) has published the 48th PIN Flash Report titled “Reducing Serious Injuries on European Roads“. This Report examines the underreporting of serious injuries in European roads. According to official sources, approximately 1,291,000 people are reported injured annually in the European Union, with 141,000 of these injuries being serious. While most serious injuries are suffered as a result of collisions involving motor vehicles and are much more likely to be reported by police, many involving pedestrians and cyclists where no motor vehicle was involved go unreported. The current performance in the European Union is not on track for reaching the target to reduce serious road traffic injuries by 50% between 2020 and 2030 and further action targeting serious injuries reduction is needed. link pdf5

April 4th, 2025|Categories: Knowledge, News|

European Commission – Annual Statistical Report on Road Safety, April 2025

The European Commission with the active contribution of NTUA, SWOV and KFV has published at the European Road Safety Observatory, the Annual Statistical Report on Road Safety, April 2025 in the EU, which provides an overview of crash data for 2013 to 2023 from 27 EU Member States and the four EFTA countries. According to this Report, 53% of road traffic fatalities occurred on rural roads, versus 38% in urban areas and 9% on motorways. It was also revealed that car occupants (drivers and passengers) represented 44% of all fatalities, while pedestrians accounted for 18%, users of powered two-wheelers (motorbikes and mopeds) 17%, and cyclists 10%. link pdf5

April 3rd, 2025|Categories: Knowledge, News|

Identifying driving profiles after take over request in automated vehicles at SAE levels 2 and 3, May 2025

A paper titled Identifying driving profiles after take over request in automated vehicles at SAE levels 2 and 3 authored by Marios Sekadakis, Sandra Trösterer, Peter Moertl and George Yannis has been published in Transportation Research Part F: Traffic Psychology and Behaviour. The analysis included clustering to develop distinct driving profiles based on key measurements collected through a driving simulator experiment, such as acceleration, deceleration, and speed, offering a deep understanding of driver behavior in responses to take over requests. Findings suggest that the nervous driving profile, although less frequent, poses significant safety implications due to higher deceleration rates and variability in speed and deceleration. The study also highlights that non-driving related tasks increase the need for longer take over time with greater variability observed at higher automation levels. These insights can inform the design of more adaptive HMI systems, enhance real-time feedback mechanisms, and improve driver training programs to ensure safer transitions during take over requests. doi

March 28th, 2025|Categories: Knowledge, News|

Evaluating the Environmental and Safety Impacts of Eco-Driving in Urban and Highway Environments, March 2025

A paper titled Evaluating the Environmental and Safety Impacts of Eco-Driving in Urban and Highway Environments authored by Marios Sekadakis, Maria Ioanna Sousouni, Thodoris GarefalakisMaria Oikonomou, Apostolos Ziakopoulos and George Yannis has been published in Sustainability. Within a group of 39 participants aged 18–30, multiple driving scenarios were conducted, both without and with eco-driving guides, to assess the impact of eco-driving behavior on environmental sustainability and safety outcomes. Data on pollutant emissions, as well as crash probability were utilized using linear regression models, while binary logistic regression models were employed to assess crash probability. The analysis revealed thateco-driving led to a significant reduction in pollutant emissions, with CO2 emissions decreasing by 1.42%, CO by 98.2%, and NOx by 20.7% across both urban and highway environments, with a more substantial impact in urban settings due to lower average speeds and smoother driving patterns. These findings support the integration of eco-driving techniques into transportation policies and driver education programs to foster sustainable and safer driving practices. doi

March 27th, 2025|Categories: Knowledge, News|

Examining the effects of texting, web surfing, and navigating apps on urban driving behavior and crash risk, March 2025

A paper titled Examining the effects of texting, web surfing, and navigating apps on urban driving behavior and crash risk authored by Maria Oikonomou, Foteini Orfanou, Marios SekadakisDimosthenis Pavlou and George Yannis has been published in Traffic Safety Research. This study collects driving data from 36 young adult drivers through a driving simulator experiment, supplemented by a survey to gather participant characteristics and driving profiles. Data analysis utilized linear and binary logistic mixed models to explore the effects of texting and web surfing on speed and its deviation, headway distance and its deviation, and crash risk. Results indicate that using texting, web surfing and navigating applications while driving elevate crash risk by 10% and decrease speed, speed deviation, headway, and headway deviation by 9%, 23%, 6%, and 18%, respectively. These findings underscore the crucial role of specific smartphone applications in shaping driving behavior and emphasize the need for targeted interventions to mitigate the associated risks in urban driving scenarios. doi

March 27th, 2025|Categories: Knowledge, News|

The impact of alcohol consumption on driving in rural roads using a driving simulator, March 2025

NTUA Diploma Thesis titled “The impact of alcohol consumption on driving in rural roads using a driving simulator” was recently presented by Giorgos Papadakis. For this purpose, a driving simulation experiment was conducted with 35 drivers of different characteristics, who were required to drive under varying blood alcohol concentration levels. Additionally, data were collected through questionnaires, including demographic characteristics, driving habits, and perceptions regarding alcohol-impaired driving. Data analysis was performed using statistical and mathematical models, such as linear regression and binary logistic regression, revealing that increased BAC leads to a longer reaction time, higher accident probability, and reduced ability to maintain a safe distance from the preceding vehicle. The results confirm the significant impact of alcohol consumption on driving safety and emphasize the necessity of additional preventive measurespdf5 ppt5

March 24th, 2025|Categories: Knowledge|

Predicting driver behaviour in a cross-country naturalistic driving study using machine learning techniques, March 2025

NTUA Diploma Thesis titled “Predicting driver behaviour in a cross-country naturalistic driving study using machine learning techniques” was recently presented by Giannis Roukos. For this reason, valuable data on driver behavior were collected through a driving experiment conducted under real-world conditions in Belgium and the United Kingdom. In the initial analysis, the importance of the variables was calculated using the “Random Forest” algorithm, based on which nine input variables were selected for further analysis. Findings suggest that the average speed of the vehicle was identified was the most significant variable, while sudden driving events, including both harsh acceleration and harsh braking, were found to significantly influence the classification of driving behavior as dangerous. pdf5 ppt5

March 24th, 2025|Categories: Knowledge|

Cost-benefit analysis of reducing speed limits on Greek highways, March 2025

NTUA Diploma Thesis titled “Cost-benefit analysis of reducing speed limits on Greek highways” was recently presented by Michalis Nikolaou. For this reason, participants evaluated choices based on travel time, fuel consumption, and accident risk. Three scenarios were analyzed: (I) reducing the speed limit from 130 to 120 km/h, (II) reducing it to 110 km/h, and (III) no change, using binary and multinomial logistic regression models. To assess economic viability, a Cost-Benefit Analysis (CBA) was conducted for the period 2023-2033. This study provides valuable insights for policymakers and stakeholders, offering an in-depth understanding of public perception and acceptance of lower speed limits, which is crucial for developing effective and widely accepted road safety interventions in Greece. pdf5 ppt5

March 24th, 2025|Categories: Knowledge|

European Commission – 3% drop in EU road fatalities in 2024, yet slow progress, March 2025

According to the European Commission preliminary statistics, fewer people died on European roads in 2024, a slight 3% drop compared to 2023,  which is the equivalent to 600 fewer lives lost. In 2024, around 19,800 people were killed in road crashes in the EU. Over the past five years, Greece, Spain, France, and Italy have seen only modest declines in road deaths; in contrast, Bulgaria, Denmark, Lithuania, Poland, and Slovenia are making strong progress toward the 50% reduction target. Even if road fatalities decreased more significantly in 2024 than they did in 2023, the overall pace of improvement remains too slow, and most Member States are not on track to meet the EU’s goal of halving road deaths by 2030

March 19th, 2025|Categories: Data, Knowledge|

Using computer vision and street-level videos for pedestrian-vehicle tracking and behaviour analysis, March 2025

A paper titled Using computer vision and street-level videos for pedestrian-vehicle tracking and behaviour analysis, authored by Roberto Ventura, Stella Roussou, Apostolos Ziakopoulos, Benedetto Barabino and George Yannis has been published in Transportation Research Interdisciplinary Perspectives. Using advanced computer vision object detection and feature extraction models, this framework integrates Kalman filtering, homography transformations, and object re-identification to achieve high accuracy. This study utilizes data from roadside video recordings from Athens, Greece. The findings show accuracy rates of 50%-70% in detecting traffic light statuses and identified a 23% discrepancy on average between manual and automated counts of illegal crossings. This paper underscores the potential of computer vision detection systems to provide reliable, real-time data that takes the road network conditions into account, ultimately contributing to safer urban traffic management and informed policy decisions. doi

March 10th, 2025|Categories: Knowledge, News|

European Road Safety Charter – Safety equipment uptake and success stories from across Europe, March 2025

The European Road Safety Charter of the European Commission, has recently published a new Article, exploiting the latest statistics from across Europe for helmet use and seatbelt/child restraint systems, two of the most widespread safety equipment. Through this article, the Chapter increases the attention over the coming months to the use of safety equipment, hoping to achieve the EU’s objective of halving the number of road deaths by 2030. The data suggests that when cycling, helmet use reduces the risk of serious head injury by 60% and fatal head injury by 71%, also according to the WHO, wearing a quality motorbike helmet reduces the risk of death by over six times and the risk of brain injury by up to 74%. Wearing a seatbelt reduces the risk of death and injury by around 60% for drivers and 44% for rear-seat passengers. Correct use of a child restraint system reduces the risk of being killed or injured by around 55% to 60% compared with children who are not buckled up. link

March 6th, 2025|Categories: Knowledge, News|

UNRSF – Progress in Road Safety – New Pledges & Projects Announced, February 2025

UNRSF at the 4th Global Ministerial Conference on Road Safety, which was held at Morocco, Marrakesh on 18-20 February,  reaffirmed their commitment to making roads safer. This event mobilised critical funding to support life-saving road safety initiatives in over 125 low and middle income countries facing the highest road crash fatalities. In line with its mission to drive systemic changes in road safety, the UNRSF announced eight new projects, tackling key road safety challenges, from strengthening motorcycle safety laws and sustainable financing to improving enforcement and protecting vulnerable road users. link

February 24th, 2025|Categories: Knowledge, News|

ITF – Road Safety in Action: The Safe System Tool, February 2025

The International Transport Forum (ITF) has recently published its new Safe System Tool, with the active contribution of NTUA, which offers a user-friendly interface to navigate through the International Transport Forum’s framework for implementing a Safe System. The Tool helps road safety stakeholders to evaluate how their strategies, projects or plans contribute to a Safe System, since it visualises opportunities for improvement and helps to identify effective interventions to save lives. link

February 24th, 2025|Categories: Knowledge, News|

Armira Kontaxi PhD – The Driver Behavior Telematics Feedback Mechanism, February 2025

Armira Kontaxi has successfully defended her PhD dissertation titled: The Driver Behavior Telematics Feedback Mechanism, under the supervision of NTUA Prof. George Yannis. Data from a 21-month naturalistic driving experiment involving 230 drivers across six feedback phases generated a robust dataset of 106,776 trips, covering 1.3 million kilometers. Advanced statistical and machine learning models, including Generalized Linear Mixed-Effects Models (GLMMs), Structural Equation Models (SEMs), and Survival Analysis methods (e.g., Weibull AFT, Cox-PH with frailty, and Random Survival Forests), were utilized to analyze behavioral metrics such as speeding, mobile phone use, harsh braking, and accelerations which demonstrated substantial impacts on reducing risky behaviors. Key findings suggest that the overall impact of feedback significantly improved driving behavior and safety, with notable variations across user groups and driving contexts. Urban environments demonstrated the most substantial reductions in mobile phone use and harsh events, likely driven by the heightened complexity and demands of navigating urban settings. These findings highlight the need for continuous and adaptive engagement strategies, incorporating diverse features tailored to the specific needs of different user groups and driving contexts, to ensure long-term effectiveness and sustained safety improvements. pdf5 ppt5

February 21st, 2025|Categories: Knowledge, News|

Global Alliance NGOs – Safe Mobility Snapshots, February 2025

The Global Alliance of NGOs for Road Safety recently launched their mobility snapshot tool, an interactive map which shows the realities of how unsafe the streets are as well as the solutions that can make the communities more livable and sustainable, enabling access to education and work. Data are collected at specific intersections in local communities from 118 Mobility Snapshots in 44 countries at intersections across Africa, Asia, Australasia, Europe, and North and South America. Key findings show that more than 156,000 pedestrians use these 118 intersections during peak hour, yet 102 of them lacked traffic calming measures or a speed limit of 30 km/h or lower.  pdf5

February 19th, 2025|Categories: Data, Knowledge|

Global Alliance NGOs – Making Helmets a Reality for All: White Paper, February 2025

The Global Alliance of NGOs for Road Safety recently published a White Paper based on global best practices, in consultation with Alliance member NGOs, ensuring safe motorcycle helmets through appropriate laws, enforcement, and promotion. Through this White Paper, the Global Alliance of NGOs for Road Safety and its over 395 member NGOs from more than 100 countries, will assist Governments achieve the reduction of road fatalities and injuries needed to accomplish the vision of having zero road deaths and injuries by 2030.  pdf5

February 19th, 2025|Categories: Knowledge, News|

European Commission – Promoting Safe Mobility: Vulnerable Road Users, December 2024

The European Commission with the active contribution of  NTUA,  SWOV and KFV  launched a safe mobility promotion activity focusing on vulnerable road users, providing in-depth analysis of road safety for cyclists, pedestrians, powered two-wheelers, and users of personal mobility devices. According to the new Reports from the European Road Safety Observatory, one key finding shows that infrastructure improvements, such as segregated bike lanes, significantly reduce the risk of serious accidents for cyclists. As for pedestrians, older individuals are disproportionately represented in fatality statistics. Powered Two-Wheelers face a significantly higher risk of dying on European roads compared to other motor vehicle users. The PMD report reveals a sharp rise in incidents involving e-scooters, particularly in cities and highlights the need to address aspects relating to the vehicle, infrastructure and rider behaviour to address this emerging challenge.  pdf5 pdf5 pdf5 pdf5

February 14th, 2025|Categories: Knowledge|

MetaCCAZE Blog – AI and Smart Cities, February 2025

The Horizon Europe research project metaCCAZE has recently released a new Blog Post authored by Evi Koliou on AI and Smart Cities. As stated, AI-driven solutions can transform urban environments, since smart traffic control systems are no longer a futuristic concept but a present reality. These AI-driven systems optimise traffic flow, reduce congestion, and cut down emissions. By leveraging connected vehicle data and digital twins—technology that simulates real-world scenarios—we can develop road safety strategies that save lives. 

February 12th, 2025|Categories: Knowledge, News|

Comune di Bologna – 1 year of Bologna City 30, February 2025

Comune di Bologna has recently published a Report on the first year of implementing the 30 km/h speed limit in the city, which has the main objective of the improvement of road safety and the increase of sustainable mobility. This Report showed that for the first time since 1991, no pedestrians were killed, and road deaths were reduced by 50%. Also, crashes were reduced by 13% and urban traffic pollution by 30%. Finally, the report indicated that there has been a significant increase in bicycle flows by 10%, as well as the use of car and bike sharing services.  pdf5

 

Fruitful discussions with NTUA Professor George Yannis, Deputy Mayor for Ecological Transition, Ana Lisa Boni and Deputy Mayor for Sports, Luca Bellinato took recently place, demonstrating the need to intensify efforts for lower speeds and safer roads everywhere and for all.

February 10th, 2025|Categories: Data, Knowledge|

Understanding the effects of underreporting on injury severity estimation of single-vehicle motorcycle crashes: A hybrid approach incorporating majority class oversampling and random parameters with heterogeneity-in-means, March 2025

A paper titled Understanding the effects of underreporting on injury severity estimation of single-vehicle motorcycle crashes: A hybrid approach incorporating majority class oversampling and random parameters with heterogeneity-in-means authored by Nawaf AlnawmasiApostolos ZiakopoulosAthanasios Theofilatos and Yasir Ali  has been published in Analytic Methods in Accident Research. This study aims to provide an empirical assessment of the impact of underreporting issue using a hybrid approach in estimating injury severity for single-vehicle motorcycle crashes. Key results suggest that crashes occurring during slowing down or stopping are associated with lower injury severity, whereas negotiating a right turn increases the probability of severe injuries. Interestingly, crashes that occur on dry pavements are associated with higher injury severity when compared to wet pavements, likely due to rider behavior adjustments in adverse weather conditions to compensate for the risk. doi

January 31st, 2025|Categories: Knowledge, News|

European Union – Directive for cross-border enforcement of road traffic rules, January 2025

The European Union has recently adopted the new Directive to strengthen cross-border enforcement of road traffic rules. The newly adopted rules tackle several road safety issues by enhancing collaboration among Member States, streamlining offender identification and facilitating fine enforcement. Cooperation between national Authorities will not only focus on the most common and serious offenses like speeding, drunk and drugged driving, but also on several other hazardous behaviours. 

January 31st, 2025|Categories: Knowledge, News|

IRTAD – Road Safety Annual Report, 2024

The International Road Traffic and Accident Database (IRTAD) of the International Transport Forum (ITF/OECD) published the Road Safety Annual Report 2024, on the development of road safety in 2023. It is based on data from 40 IRTAD member countries, with some preliminary data also for the year 2024. The main findings revealed that  in 2023, there were 2.338 less fatalities than in 2022, also road deaths decreased by 2% in the first half of 2024 compared to 2023. However, the considerable journey ahead should be acknowledged, in order to achieve the global target of halving road deaths and serious injuries by 2030.  pdf5

January 30th, 2025|Categories: Knowledge, News|

NTUA Road Safety Observatory in numbers, 2024

The 2024 infographic of NTUA Road Safety Observatory (www.nrso.ntua.gr) highlights one more very intensive and highly fruitful year. The nrso scientific team with high dedication, efficiency and expertise continues to grow and excel, being active in 31 innovative research projects, succeeded to publish 55 scientific papers (21 in peer reviewed journals), and travelled around the world in hundreds of meetings to develop and promote road safety science. The 30 Marathons campaign for promoting 30km/h city-wide speed limit was also successfully completed, contributing actively to the culture of calm and safe streets everywhere and for all. pdf5

January 23rd, 2025|Categories: Knowledge|

European Commission – Personal Mobility Devices Thematic Report, December 2024

The European Commission with the active contribution of NTUA, SWOV, VIAS Institute and KFV has published at the European Road Safety Observatory, the Personal Mobility Devices Thematic Report which mainly refers to the safety of electric scooters. This Thematic Report highlights that a high proportion of crashes with a PMD are caused by falls, that can lead to common head injuries and by increasing helmet use would prevent these injuries. Moreover, a series of specific countermeasures are suggested, such as an e-scooters ban from pavements, a lower 30 km/h limit in urban areas and training motor vehicle users to be prepared to interact with PMDs is equally important for micro-mobility safety.  pdf5

December 10th, 2024|Categories: Data, Knowledge|

Driving Automation Systems Penetration and Traffic Safety: Implications for Infrastructure Design and Policy, December 2024

A paper titled Driving Automation Systems Penetration and Traffic Safety: Implications for Infrastructure Design and Policy authored by Antonia Antonakaki, Maria Oikonomou, Thodoris Garefalakis and George Yannis has been published in Infrastructures. The study aims to evaluate the impact of Autonomous Vehicle (AV) penetration rates on traffic safety, through the use of microscopic simulation scenarios, utilizing multiple linear and multinomial logistic regression models. The findings highlight that higher AV penetration rates generally improve traffic safety, although the coexistence of conventional vehicles and vehicles equipped with driving automation systems introduces traffic heterogeneity, potentially influencing safety outcomes. These results suggest that while AVs have a positive effect on road safety, further analysis is needed to address the complexities introduced by mixed-traffic conditions. doi

November 21st, 2024|Categories: Knowledge, News|

Explainable macroscopic and microscopic influences of COVID-19 on naturalistic driver aggressiveness derived from telematics through SHAP values of SVM and XGBoost algorithms, February 2025

A paper titled Explainable macroscopic and microscopic influences of COVID-19 on naturalistic driver aggressiveness derived from telematics through SHAP values of SVM and XGBoost algorithms authored by Apostolos ZiakopoulosMarios Sekadakis, Christos Katrakazas, Marianthi Kallidoni, Eva Michelaraki and George Yannis  has been published in Journal of Safety Research. This study aims to quantify the impacts of the COVID-19 pandemic on driver behavior as expressed by harsh accelerations (HA) measured from over 35,5000 naturalistic driving trips by smartphone telematics data using advanced machine learning algorithms, including SVM and XGBoost, combined with SHAP values. Key findings indicate that high speeding, total trip distance, and trip duration are associated with increased HA counts. Drivers perform more HAs on speeds between 30–50 km/h, while after 50 km/h, the contributions of speed lead to fewer HAsdoi

November 21st, 2024|Categories: Data, Knowledge|

Peter Sweatman – Approaches to Road Safety: Evolution, Challenges, and Emerging Technologies, January 2025

CRC Press has recently published a book written by Peter Sweatman titled “Approaches to Road Safety: Evolution, Challenges, and Emerging Technologies”. It examines the evolution of safety practices, explores the role of emerging technologies such as connected and automated vehicles in achieving safer roads and highlights ongoing challenges in reducing traffic injuries and fatalities, including the strategies of Vision Zero and the safe system. Offering valuable insights, this book will appeal to professionals in the fields of safety, human factors, the automotive industry, traffic control, vehicle standards and regulations, transportation systems and road safety policy. 

November 21st, 2024|Categories: Knowledge, News|

Using Artificial Intelligence to Solve Transportation Problems, December 2024

A new book titled Using Artificial Intelligence to Solve Transportation Problems edited by Aleksander Sładkowski has been recently published. This book offers a comprehensive exploration of AI and digitalization solutions for diverse transportation challenges. The monograph examines various problems in the transport industry that find their solutions using AI, from fully autonomous vehicles to the use of AI as an assistant in solving logistics problems, using different approaches that exist in different countries, with different levels of economic development or well-being of the population. NTUA actively contributed with the following chapter, co-authored by Apostolos Ziakopoulos and George Yannis:

November 21st, 2024|Categories: Knowledge, News|

metaCCAZE – 2nd Newsletter, December 2024

The Horizon Europe research project metaCCAZE has recently released the metaCCAZE 2nd Newsletter, which provides information on the latest outcomes of the EU-funded metaCCAZE project aiming to accelerate the deployment of smart systems that combine electric, automated and connected technologies and infrastructure, enabling zero-emission shared mobility services for both passengers and goods in European cities. Key innovative mobility solutions and the MetaInnovations toolkit implemented in the four Trailblazer Cities: Amsterdam, Munich, Limassol, and Tampere followed by the Trailblazer Cities: Athens, Krakow, Gonzo, Milan, Miskolc, and Paris region preparing to implement and demonstrate more successful innovative use cases. An Open Call for metaCCAZE Observer Citiesis released, inviting additional municipalities to join the initiative.

November 21st, 2024|Categories: Knowledge, News|

ESRA3 – Male and Female Road Users Thematic Report, December 2024

The Male and Female Road Users Thematic Report of the E-Survey of Road Users’ Safety Attitudes (ESRA) has been published, as prepared by the Université Gustave Eiffel, with the support of  of NTUA. This report explores gender-based differences in self-declared risky behaviors, risk perception, and support for road safety policies across 39 countries. Results indicate that men engage more frequently in risky behaviors compared to women, while women exhibit higher support for road safety policies and greater risk perception. Notably, gender differences are less pronounced among cyclists and motorcyclists compared to car drivers.  pdf5

November 21st, 2024|Categories: Knowledge, News|

ESRA3 – Cyclists Thematic Report, December 2024

The Cyclists Thematic Report of the E-Survey of Road Users’ Safety Attitudes (ESRA) has been published, as prepared by DTU, with the support of NTUA. The Report provides comprehensive insights into the frequency of cycling, infrastructure usage, and self-declared safety behaviors among cyclists in 39 countries. Key findings indicate that the Netherlands and Denmark lead in frequent bicycle use, while cycling without a helmet and listening to music are the most common risky behaviors. Recommendations include improving cycling infrastructure, particularly in rural areas, and encouraging helmet use among male cyclists​.  pdf5

November 21st, 2024|Categories: Knowledge, News|

ESRA3 – Support for policy measures and enforcement Thematic Report, December 2024

The Support for policy measures and enforcement Thematic Report of the E-Survey of Road Users’ Safety Attitudes (ESRA) has been published, as prepared by SWOV, with the support of NTUA. This Report analyzes public support for key road safety measures (e.g., drink-driving policies, speed limits, helmet mandates) and the perceived and actual enforcement of road safety laws. Results revealed strong regional variations, with higher support for helmet use and alcohol interlocks in America, Asia and Oceania. It was indicated that gender and age disparities influence attitudes towards these policies​ significantly.  pdf5

November 21st, 2024|Categories: Knowledge, News|

ESRA3 – Driving under the influence of alcohol, drugs or medication Thematic Report, December 2024

The Driving under the influence (DUI) of alcohol, drugs or medication Thematic Report of the E-Survey of Road Users’ Safety Attitudes (ESRA) has been published, as prepared by VIAS Institute, with the support of NTUA. The report provides a detailed analysis of self-declared behaviors, perceived acceptability, and attitudes towards impaired driving across 39 countries in Europe, America, and Asia-Oceania. Key findings show notable differences between regions, with higher self-declared DUI rates in Luxembourg, Thailand and Mexico, while countries like Kyrgyzstan, Armenia and Japan report the lowest rates. The report also highlights the role of enforcement perception and the need for improved DUI countermeasures​.  pdf5

November 21st, 2024|Categories: Knowledge, News|

Global Alliance of NGOs for Road Safety wins Prince Michael International Road Safety Award 2024

Global Alliance of NGOs for Road Safety has been awarded the prestigious Prince Michael International Road Safety Award 2024 as recognition for its Accountability Toolkit, developed with the active contribution of NTUA. This Accountability Toolkit is an innovative product that equips NGOs to help their governments fulfill their accountability for reducing road deaths and injuries and the 2030 targets. The Toolkit is a practical resource for NGOs and other civil society advocates and is underpinned by five Priority Interventions that have been proven to be among the most effective in reducing road deaths and injuries. link

November 21st, 2024|Categories: Knowledge, News|

ITF – Measuring New Mobility: Case Studies and Best Practices Report, December 2024

The International Transport Forum (ITF) has recently published a new Report titled “Measuring New Mobility: Case Studies and Best Practices“. The Report features case studies from various countries, focusing on new mobility services such as ride-sharing, micro-mobility, and autonomous vehicles. Key findings emphasize the importance of robust data collection and analysis methods to assess the safety, efficiency, and environmental impacts of these services. The report provides recommendations for policymakers to design effective frameworks for integrating new mobility into existing transport systems. link pdf5

November 21st, 2024|Categories: Data, Knowledge|

European Council – Adaptation of Cross-Border Driving Disqualifications, December 2024

The European Council has recently adopted the negotiating position on driving disqualifications in order to improve road safety in the EU aimed at improving road safety through the mutual recognition of driving disqualifications across EU member states. This initiative focuses on strengthening enforcement measures for serious traffic offenses, such as speeding, driving under the influence, and dangerous driving, ensuring that penalties are upheld across borders. The proposed rules aim to enhance road safety by closing legal gaps that allow offenders to evade penalties when driving in other EU countries. link

November 21st, 2024|Categories: Knowledge, News|

Predicting risky driving behavior with classification algorithms: results from a large-scale field-trial and simulator experiment, November 2024

A paper titled Predicting risky driving behavior with classification algorithms: results from a large-scale field-trial and simulator experiment authored by Thodoris Garefalakis, Eva Michelaraki, Stella Roussou  Christos Katrakazas, Tom Brijs and George Yannis has been published in European Transport Research Review. The study analyzed large-scale data from real-world driving and simulator experiments, highlighting that models can predict dangerous behaviors, such as speeding and harsh braking, with accuracy rates as high as 84%. The findings emphasize the importance of using data-driven approaches to anticipate and mitigate risky behaviors, which are a leading cause of road crashes. This research reinforces the need for innovative tools to create safer driving environments and reduce accident risks. doi

November 21st, 2024|Categories: Knowledge, News|

Spatial analysis of telematics-based surrogate safety measures, February 2025

A paper titled Spatial analysis of telematics-based surrogate safety measures authored by Dimitrios Nikolaou, Apostolos Ziakopoulos, Armira Kontaxi, Athanasios Theofilatos and George Yannis  has been published in Journal of Safety Research. This study investigates the effects of traffic calming measures such as speed humps, chicanes, and roundabouts on road safety, air quality, and noise pollution. The findings reveal that implementing traffic calming strategies such as speed humps, chicanes, and roundabouts can reduce traffic crashes by more than 25%, with a remarkable 40% decrease in severe injuries involving vulnerable road users, including pedestrians and cyclists. These measures also encourage safer driving behaviors by lowering vehicle speeds, which significantly enhances safety in densely populated urban areas. doi

November 21st, 2024|Categories: Knowledge, News|

SHOW – Shared Mobility Revolution, November 2024

An open-access book titled “Shared Mobility Revolution: Pioneering Autonomous Horizons” was recently published under the framework of the Horizon 2020 project SHOW (SHared automation Operating models for Worldwide adoption). This book reports on technologies and business models focusing on supporting the deployment of shared, connected, and electrified automation in urban transport. Chapters discuss practical issues concerning mobility data management, strategies to improve user acceptance and engagement, and reports on assessment and simulation techniques to test shared automated shuttles in various contexts. These discussions provide valuable insights for researchers, practitioners, and policymakers shaping user-centered, sustainable future automated mobility. NTUA actively contributed with the following chapter, co-authored by Maria OikonomouMarios Sekadakis, Apostolos Ziakopoulos and George Yannis:

November 21st, 2024|Categories: Knowledge, News|

The HADRIAN novel human–machine interface prototype for automated driving: safety and impact assessment, November 2024

A paper titled “The HADRIAN novel human–machine interface prototype for automated driving: safety and impact assessment” authored by Marios Sekadakis, Marianthi Kallidoni, Christos Katrakazas, Sandra Trösterer, Cyril Marx, Peter Moertl and George Yannis has been published in European Transport Research Review. The study, assesses the impact of innovative Human–Machine Interface (HMI) prototypes on safety, driving performance, and driver perceptions, focusing on automated driving at SAE Levels 2 or 3. A tailored safety and impact assessment methodology, incorporating Data Envelopment Analysis (DEA), highlighted key features that contributed to improved safety and perceived effectiveness. These results suggest that HADRIAN HMI reached a remarkable 95% safety score, marking a substantial improvement over the baseline conditiondoi

November 21st, 2024|Categories: Knowledge, News|

European Commission – Harmonized Rules for Micro-Mobility and Road Safety, August 2024

The Mobility Unit of DG GROW of the European Commission has recently released a Report titled “Study on the need for harmonised rules to support the rise of micro mobility and increased road safety for personal mobility devices” prepared by Transport Research Laboratory (TRL) and FKA GmbH. This report emphasizes the importance of accurate and harmonized data to support evidence-based policymaking and the achievement of Vision Zero targets. The study concluded that enhancing data quality and consistency could reduce road fatalities by up to 50% in some areas, as better data allows for more targeted interventions. The study also highlights gaps in existing data systems, with a particular need for improved reporting on vulnerable road users, such as pedestrians and cyclists, who account for a significant proportion of road fatalities in urban areas. By addressing these challenges, the EU aims to foster a unified approach to road safety, leveraging innovative technologies and methodologies to ensure progress toward safer roads for all. link

November 21st, 2024|Categories: Knowledge, News|

Road Crashes Analysis In Greek Islands, October 2024

NTUA Diploma Thesis titled “Road Crashes Analysis In Greek Islands” was recently presented by Nikitas Maratos Filippidis. For this purpose, data on monthly arrivals, crashes, and fatalities were collected for 38 Greek islands, which were then divided into four groups based on their geographical location. Subsequently, statistical correlations were examined through the development of Generalized Linear Models and Random Forest models using the R programming language. The results showed that arrivals on an island are positively correlated with the number of accidents and fatalities recorded during that period. Additionally, while arrivals were correlated with accidents across each group of islands examined, the results differed, possibly due to better road conditions on islands with high arrival numbers but low accident rates. pdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Analysis of factors influencing traffic conditions changes in Athens, October 2024

NTUA Diploma Thesis titled “Analysis of factors influencing traffic conditions changes in Athens” was recently presented by Evi Krini. For this reason, traffic data were collated from selected road segments in Athens, including traffic speed through Google Maps for 62 (road axes) and the hourly traffic volume at 26 points via the Centre for Traffic Management, covering the period from January to July 2022. Additionally, data on weather conditions were gathered, and the final database was completed with geometric road features. Subsequently a Machine Learning algorithm and Cluster Analyses were conducted. The application of the models revealed that traffic metrics are significantly related to the time and type of day (weekday/weekend), with peak traffic volume occurring on weekdays during morning rush hours. Moreover, an increase in temperature is associated with a decrease in traffic volume in the morning and an increase in the evening, while the presence of rain increases low volume of traffic and decreases high traffic speeds.  pdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Critical factors of safe micromobility in Greece, October 2024

NTUA Diploma Thesis titled “Critical factors of safe micromobility in Greece” was recently presented by Anestis Gkiourtzidis. For this purpose,  descriptive analysis was conducted on a sample of 63 electric scooter users, and 9 binomial logistic regression models were developed based on data from the third edition of the international ESRA survey (E-Survey on Road Users’ Attitudes). The results showed that older users and those who recognize risks such as speed and lack of attention adopt safer practices. Social pressure within an area influences compliance with road safety rules, while women demonstrate more cautious behavior compared to men. Despite the mandatory use of helmets, many users do not comply, indicating the need for stricter enforcement and education. Based on the findings, several recommendations are proposed to improve the road safety of electric scooter users, including stricter law enforcement and targeted improvements to road infrastructurepdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Analysis of drink and drive on driven behavior and safety in urban environment, October 2024

NTUA Diploma Thesis titled “Analysis of drink and drive on driven behavior and safety in urban environment” was recently presented by Themis Bouropoulou.  To achieve this, a driving simulator experiment with 35 drivers took place. The analysis of the results was carried out by linear and binomial logistic regression models. The main conclusions indicate that as the amount of alcohol in the body increases, the likelihood of a crash in an urban environment also increases. The distance from the vehicle ahead decreases as alcohol consumption increases. Finally, as the alcohol level in the body rises, the driver’s average reaction time to potential obstacles also increases. pdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Safety Impact Investigation of an automated shuttle service based on network traffic simulation, October 2024

NTUA Diploma Thesis titled “Safety Impact Investigation of an automated shuttle service based on network traffic simulation” was recently presented by Maria Takka. For this purpose,  three scenarios were carried out that differed in terms of the percentage of conventional and autonomous vehicles. For data analysis, polynomial logistic regression models were developed for each scenario. The results showed that the speed limit, the maximum deceleration of the second vehicle, the difference in vehicle speeds as observed at the minimum time-to-collision, the initial deceleration rate of the second vehicle, the type of conflict and the traffic capacity have a significant influence on the simulated hazard, which indicates critical conditions for the occurrence of a crashpdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Preferences of Public Transport passengers towards contactless bank card payments, October 2024

NTUA Diploma Thesis titled “Preferences of Public Transport passengers towards contactless bank card payments” was recently presented by Konstantinos Fotopoulos. To achieve this objective, data collection was conducted through a questionnaire with focused questions, completed by a large sample of commuters. Subsequently, binary and multinomial logistic regression models were developed. Results indicate that as the difficulties in purchasing tickets decrease and payment security is ensured, passengers are more likely to adopt the new payment and boarding system. In particular, those who seek information about the new system are more likely to embrace it, as they recognize its benefits. Access to information and familiarity with contactless payments play a critical role in strengthening their confidence, making them more open to new payment practices, such as using bank cards or digital wallets. pdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Ιnvestigation of dangerous driving behaviour by exploiting naturalistic driving data, October 2024

NTUA Diploma Thesis titled “Ιnvestigation of dangerous driving behaviour by exploiting naturalistic driving data” was recently presented by Eleni Theodoraki. To achieve this goal, useful data related to driver behaviour were collected through a naturalistic driving experiment in real-life conditions in Belgium and England combining machine and deep learning algorithms. The results showed that the most significant variables were the occurrence or non-occurrence of harsh acceleration and the occurrence or non-occurrence of harsh braking in Belgium and the total travel distance and the occurrence or non-occurrence of harsh acceleration in England. pdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Critical factors of motorcyclists self-declared behaviour and safety globally, October 2024

NTUA Diploma Thesis titled “Critical factors of motorcyclists self-declared behaviour and safety globally” was recently presented by Dimitrios Oikonomou. For this purpose, five Binomial Logistic Regression models were used, exploiting data from the third edition of the ESRA survey (E-Survey on Road Users’ Attitudes). The five dependent variables used concerned riding without a helmet, riding under the influence of alcohol / substances, using mobile phone while riding, and exceeding the speed limit for moped and motorcycle riders. The statistical models confirmed that the independent variables in each model play a key role in self-reported behavior and motorcyclist safety globally. Gender stands out as an important factor, with men more prone to engaging in irregular behaviors. Another significant factor is environmental respect, as drivers who litter on the road are more likely to exhibit such behaviors. pdf5 ppt5

November 21st, 2024|Categories: Knowledge|

Analysis of eco-driving benefits in urban and highway environments using driving simulator, October 2024

NTUA Diploma Thesis titled “Analysis of eco-driving benefits in urban and highway environments using driving simulator” was recently presented by Maria Ioanna Sousouni. To achieve this objective, an experiment was conducted in a driving simulator, and 39 young people participated to collect road data.  The developed statistical models were related to carbon dioxide emission, carbon monoxide emission, nitrogen oxide emission and the accident probability. It was shown that eco-driving contributes to reducing the emission of carbon dioxide, carbon monoxide, nitrogen oxide and the probability of the driver being involved in an accident. The study showed that urban roads produce fewer pollutants than highways, but the risk of accidents is significantly higher, highlighting a major road safety concern. pdf5 ppt5

November 21st, 2024|Categories: Knowledge|

ETSC – Improving Road Safety of E-scooters, 47th PIN Flash Report, November 2024

Τhe European Transport Safety Council (ETSC) has published the 47th PIN Flash Report titled “Improving Road Safety of E-scooters“. This Report calls for the development of mandatory technical requirements for all e-scooters sold in the European Union, highlighting the need for stronger road safety measures across Europe. Key recommendations include stricter e-scooter safety standards, such as a 20 km/h speed limit, to address rising urban safety concerns. Enhanced regulations aim to ensure safer roads for all users. link pdf5

November 20th, 2024|Categories: Data, Knowledge|

Effectiveness of 30 km/h speed limit – A literature review, November 2024

A paper titled “Effectiveness of 30 km/h speed limit – A literature review” authored by George Yannis and Eva Michelaraki has been published in Journal of Safety Research. This study evaluates the impact of 30 km/h speed limits on road safety, emissions, fuel consumption, traffic flow, livability and public health. Results from 60 simulation studies and estimations demonstrated significant reductions of over 40% of road crash fatalities, alongside significant subsequent increase of active travelling (pedestrians, cyclists and e-scooters) and Public Transport passengers, as mobility conditions become more user friendly to the vulnerable road users. Such a high societal impact for such a small change in our habits. doi

November 13th, 2024|Categories: Knowledge, News|

ETSC – EU Funds for Road Safety in the Multiannual Financial Framework 2028-2032, October 2024

The European Transport Safety Council (ETSC) has published a Position Paper titled “EU Multiannual Financial Framework 2028-2034 Funds for Road Safety“. In this paper, ETSC presents recommendations for funding for road safety initiatives within the next long-term EU budget, known as the Multiannual Financial Framework (MFF). These recommendations should support work towards meeting EU’s Vision Zero target of reducing road deaths and serious injuries by 50% by 2030, paving the way for safer roads across Europe.  pdf5

October 31st, 2024|Categories: Data, Knowledge|

ERF – Recommendations for Sign Inspection, October 2024

The European Union Road Federation (ERF) has released the updated Recommendations for Sign Inspection. These guidelines provide the road community with important updated information on practices and technical recommendations to reduce roadside injuries and fatalities. The publication aligns with the EU’s Vision Zero goals, emphasizing the importance of safe infrastructure in crash prevention and injury mitigation pdf5

October 31st, 2024|Categories: Knowledge, News|

IMPROVA – 1st Newsletter, October 2024

The Horizon Europe research project IMPROVA has recently released the IMPROVA 1st Newsletter, which provides information on the latest outcomes of the EU-funded IMPROVA project focusing on enhancing road safety by addressing the complexities of long-term consequences (LTC) caused by road traffic accidents. With a commitment to improving the quality of life for all road users, IMPROVA goes beyond simply saving lives by focusing on understanding, quantifying, and mitigating the impact of LTC. The project also advances injury mitigation strategies to support the achievement of Vision Zero, aligned with the European Commission’s Transport and Mobility sector goals.

October 30th, 2024|Categories: Knowledge, News|

European Commission – Powered Two-Wheelers Thematic Report, September 2024

The European Commission with the active contribution of NTUA, SWOV and KFV has published at the European Road Safety Observatory, the Powered Two-Wheelers Thematic Report which refers to the safety of moped riders and motorcyclists as vulnerable road users. This Thematic Report highlights the key risks associated to PTWs traffic, in terms of rider characteristics and behaviour, road infrastructure, traffic patterns and safety culture. Moreover, a series of specific countermeasures regarding safer road users, vehicles and roads are suggested in view of minimising both crash risk and severity. link pdf5

October 18th, 2024|Categories: Knowledge, News|

TRB ACS10 Standing Committee Quarterly Meeting, online, September 2024

The TRB ACS10 Standing Committee organised with great success the Quarterly Meeting on Transport Safety Management Systems which was held online, on 25 September 2024. The primary focus of this meeting was the impact of the impact of the 30 km/h speed limit in urban areas. pdf5 NTUA actively contributed with the following presentation:

October 17th, 2024|Categories: Knowledge, News|

CCAM Quarterly Newsletter, October 2024

The Connected, Cooperative and Automated Mobility Association (CCAM) has released the Quarterly Newsletter which provides information on the latest CCAM news aiming to create a more user-centered and inclusive mobility system, increasing road safety while reducing congestion and environmental footprint. Established in 2021, the international not-for-profit organisation CCAM Association represents the private side of the CCAM Partnership, bringing together 230 innovation stakeholders involved in the connected, cooperative and automated mobility field. 

October 17th, 2024|Categories: Knowledge, News|

ITF – Advancing Sustainable Mobility in Greece, September 2024

The International Transport Forum (ITF) has recently published a new Summary Report titled “Advancing Sustainable Mobility in Greece: Supporting SUMPs uptake“. This initiative supports Greek cities in developing and implementing Sustainable Urban Mobility Plans (SUMPs) that focus on environmentally friendly and safe transport solutions, such as walking, cycling, and public transport. It offers Greek local authorities practical guidance and tools to optimize transport planning, ensuring safer and more sustainable urban mobility systems, in order to achieve climate neutrality by the year 2030.  link pdf5

October 16th, 2024|Categories: Knowledge|

Cost Benefit Analysis of Reducing Speed Limits in Athens to 30 Km/h, December 2024

A paper titled “Cost benefit analyst of reducing speed limits in Athens to 30 Km/h” authored by Stella Roussou, Virginia Petraki, Katerina Deliali, Armira Kontaxi and George Yannis has been published in Case Studies on Transport Policy. The study highlights the benefits of lowering speed limits in Athens from 50 km/h to 30 km/h, including a 30-40% reduction in traffic crashes and a 20-25% decrease in injury severity . Additionally, the policy could lead to lower by 10-15% CO2 emissions and improve conditions for pedestrians and cyclists. The overall benefits are projected to outweigh the costs by 3 to 5 times, making it a highly effective policy for safer, more sustainable urban mobility. doi

October 16th, 2024|Categories: Knowledge, News|

metaCCAZE – 1st Newsletter, July 2024

The Horizon Europe research project metaCCAZE has recently released the metaCCAZE 1st Newsletter, which provides information on the latest outcomes of the EU-funded metaCCAZE project aiming to accelerate the deployment of smart systems that combine electric, automated and connected technologies and infrastructure, enabling zero-emission shared mobility services for both passengers and goods in European cities. The potential of zero emission shared mobility solutions in real and diverse urban environments were tested in four Trailblazer Cities (i.e. Amsterdam, Munich, Limassol, Tampere). 

October 11th, 2024|Categories: Knowledge, News|

ERF – European Road Statistics 2024

The European Union Road Federation (ERF) has released the Road Statistics Yearbook 2024”. As for many years, this publication provides the road community with important updated information on road transport sector and road infrastructure in Europe and beyond as an essential key element of the global mobility with one section focusing on road safety. 

October 10th, 2024|Categories: Data, Knowledge, News|

European Commission – Road safety in the EU, October 2024

The European Commission published the latest figures on Road safety in the EU, showing that 20,400 people were killed in road crashes in 2023, a 1% decrease in relation to 2022. While the underlying long-term trend is downward (-10% compared to 2019), the current pace of decline falls short of the required 4.5% annual reduction needed to achieve the EU’s goal of halving road deaths by 2030.  Preliminary figures for the first six months of 2024 indicate the number of deaths on EU roads has remained the same, compared with the same period in 2023. 

October 10th, 2024|Categories: Data, Knowledge, News|

Strengthening European Mobility Policy, October 2024

A new book titled “Governance Recommendations from Innovative Interdisciplinary Collaborations” authored by Imre KeserűSamyajit Basu, Marianne Ryghaug and Tomas Moe Skjølsvold has been recently published. This book supports the transformation towards a more sustainable mobility and logistics system through its interdisciplinary approach and by formulating concrete policy recommendations. NTUA actively contributed with the following chapter, co-authored by Virginia Petraki, Apostolos Ziakopoulos and George Yannis:

October 10th, 2024|Categories: Knowledge|

ESRA3 – Young and aging drivers Thematic Report, October 2024

The Young and aging drivers Thematic Report of the European Survey of Road Users’ Safety Attitudes (ESRA) has been published, as prepared by TIRF, with the support of NTUA, containing a wealth of information on road safety in 39 countries across Europe, America and Asia-Oceania, based on the ESRA3 survey. This Thematic ESRA3 Report describes  the self-declared behaviours and perceived acceptability (social and personal) related to driving while impaired, speeding, and distraction, among young and aging drivers. Key findings show that aging drivers (65-74) are less likely than younger drivers to engage in risky behaviours like impaired driving, speeding, or distracted driving, such as using a hand-held phone or reading messages.  pdf5

October 10th, 2024|Categories: Knowledge, News|

ESRA3 – Speeding Thematic Report, October 2024

The Speeding Thematic Report of the E-Survey of Road Users’ Safety Attitudes (ESRA) has been published with the active contribution of BASt and NTUA, containing a wealth of information on road safety in 39 countries across Europe, America and Asia-Oceania, based on the ESRA3 survey. This Thematic ESRA3 Report describes the self-declared behaviour, acceptability, attitudes and support for policy measures regarding speeding. Key results on self-reported speeding behaviors show that car drivers least frequently admitted to driving too fast for road/traffic conditions (27.8%-31.0%), followed by exceeding speed limits in built-up areas (37.1%-47.3%), with males, younger drivers (in Europe), and certain regional variations (e.g., America8) displaying higher frequencies of speeding across road types.  pdf5

October 10th, 2024|Categories: Knowledge, News|

ESRA3 – Infrastructure Thematic Report, October 2024

The Infrastructure Thematic Report of the E-Survey of Road Users’ Safety Attitudes (ESRA) has been published with the active contribution of NTUA, containing a wealth of information on road safety in 39 countries across Europe, America and Asia-Oceania, based on the ESRA3 survey. This Thematic ESRA3 Report describes the use and the safety perception of infrastructure among different road users, including car drivers, moped riders and motorcyclists, cyclists and pedestrians. The results revealed that car drivers in Europe have the highest usage of inter-city motorways, while America leads in using thoroughfares and high-speed roads within cities. Moreover, strong linear relationships were discovered between the perceived safety of road infrastructure and road fatality rates.  pdf5

October 10th, 2024|Categories: Knowledge, News|

European Commission Expert Group Recommendations for the mid-term review of the EU Road Safety Policy Framework 2030, July 2024

The Expert Group on Urban Mobility (EGUM)  of the European Commission has recently delivered a set of Recommendations for the Commission’s mid-term review of the EU Road Safety Policy Framework 2021-2030. Special focus is given on active mobility and road safety for Vulnerable Road Users, for which key risk factors and a set of Recommendations for people who walk, cycle and use light electric vehicles, micromobility devices and powered two-wheelers, are being provided. pdf5

October 8th, 2024|Categories: Knowledge|

European Commission – Promoting Vulnerable Road Users Safety, September 2024

The European Commission with the active contribution of  NTUA,  SWOV and KFV has launched a Vulnerable Road Users promotion activity focusing on children, cyclists, pedestrians and Powered Two-Wheelers (mopeds and motorcycles). According to the new Reports from the European Road Safety Observatorythe high vulnerability of non-motorised road users in urban areas is highlighted, with a disproportionately high number of fatalities in these areas for children (46% of total fatalities) and pedestrians (73%), compared to the average for all road users (38%). Recommendations to reduce fatalities among vulnerable users, including infrastructure improvements, protective equipment and vehicle design are also provided. link pdf5 pdf5 pdf5 

October 8th, 2024|Categories: Knowledge, News|

Eva Michelaraki PhD – Improving Driver Safety Tolerance Zone, October 2024

Eva Michelaraki has successfully defended her PhD dissertation titled: Improving driver safety tolerance zone through holistic analysis of road, vehicle and behavioural risk factors, under the supervision of NTUA Prof. George Yannis. Data from 190 drivers who participated in a large on-road and simulator driving experiment were exploited. An innovative methodology, consisting of both statistical analyses (Generalized Linear Models, Structural Equation Models) and machine learning techniques (Decision Trees, k-Nearest Neighbors, Neural Networks and Random Forests) was implemented. Results indicated that RF models outperformed the DT and kNN models across all metrics, making them the most effective for predicting speeding and headway, with overall accuracy up to 90%. It was also revealed that task complexity was positively correlated with riskwhile coping capacity was negatively correlated with risk, indicating that drivers with higher coping capacity are better equipped to handle challenging driving situations. pdf5 ppt5

October 7th, 2024|Categories: Knowledge, News|

European Commission – Road Safety Atlas Application, 2024

The European Commission is making available within the European Road Safety Observatory, the Road Safety Atlas application, exploiting data from the CARE database, the EU database with disaggregate data. It is an application openly available with several detailed thematic maps on road fatalities and extended backround data available, including statistics per country and comparisons between countries. It provides a user-friendly interface to discover up to date road safety indicators for European countries.  pdf5 

October 1st, 2024|Categories: Knowledge, News|

NTUA Professors among the top 2% researchers in the world, November 2024

In a recently published study conducted at Stanford University (USA), using a range of parameters for each scientist’s research contribution and influence, million scientists data from Scopus database were analysed. According to this study 1,019 Greek scientists are contained in the global top 2%, among which 159 researchers from the National Technical University of Athens (NTUA). 25 Professors from the School of Civil Engineering of NTUA are among the top 2% researchers in the world (4 within the top-ten of NTUA), while 7 of them from the Department of Transportation Planning and Engineering, (5 within the top-ten of the School of Civil Engineering). 

October 1st, 2024|Categories: Knowledge, News|

Detection of dangerous driving behaviour with wide-scale data from smart systems and machine learning techniques, November 2024

A paper titled “Detection of dangerous driving behaviour with wide-scale data from smart systems and machine learning techniques” authored by Hector KamvoussiorasThodoris GarefalakisEva MichelarakiChristos Katrakazas and George Yannis has been published in Advances in Transportation Studies. Specifically, four classification models: Ridge Classifier (RC), Support Vector Machines (SVM), Random Forests (RF), and eXtreme Gradient Boosting (XGBoost) – were developed. These models were utilized to categorize driving behaviour into three defined levels of “Safety Tolerance Zone (STZ)”. The results revealed that the RF and XGBoost models achieved high accuracy, reaching 95% in prediction accuracy. By identifying the factors that influence risky driving behaviour, this framework offers valuable insights for guiding safety interventions , ultimately contributing to enhanced road safety. doi

September 25th, 2024|Categories: Knowledge, News|

Modeling and Sustainability Implications of Harsh Driving Events: A Predictive Machine Learning Approach, July 2024

A paper titled “Modeling and Sustainability Implications of Harsh Driving Events: A Predictive Machine Learning Approach” authored by Antonis Kostopoulos, Thodoris Garefalakis, Eva Michelaraki, Christos Katrakazas and George Yannis has been published in Sustainability. This study addresses the complex task of predicting dangerous driving behaviors through a comprehensive analysis of over 356,000 trips, enhancing existing knowledge in the field and promoting sustainability and road safety. Findings indicate that Gradient Boosting and Multilayer Perceptron excel, achieving recall rates of approximately 67% to 68% for both harsh acceleration and braking events. The application of machine learning algorithms, feature selection, and k-means clustering offers a promising approach for improving road safety and reducing socio-economic costs through sustainable practices. doi

September 13th, 2024|Categories: Knowledge, News|

Analysis of harsh braking and harsh acceleration occurrence via explainable imbalanced machine learning using high-resolution smartphone telematics and traffic data, August 2024

A paper titled “Analysis of harsh braking and harsh acceleration occurrence via explainable imbalanced machine learning using high-resolution smartphone telematics and traffic data” authored by Apostolos Ziakopoulos has been published in Accident Analysis & Prevention. Subsequently, Synthetic Minority Oversampling TEchnique (SMOTE) was applied due to class imbalance and then binary classification was conducted to detect factors leading to harsh brakes (HB) and harsh accelerations (HA) occurrence.  Results reveal strong nonlinear effects on harsh event occurrence, with individual speed and traffic flow parameters showing the highest influence, followed by exposure parameters such as segment length and pass count. However, network characteristics such as number of lanes, and speed limit had limited influence on harsh events occurrence, as did behaviors such as mobile phone engagement and speeding. doi

August 26th, 2024|Categories: Knowledge, News|

WHO – Road traffic deaths rise in Africa contrary to the global trend, July 2024

The World Health Organization (WHO) has recently published the 2023 Status Report on Road Safety for the Africa Region. According to this Report, road traffic death rates during the period 2010-2021 have increased significantly in the African region, with 17% increase in road-related fatalities, despite being home to only 15% of the world’s population, and 3% of its vehicles. Conversely, global rates fell by 5% during the same period. WHO recommends concerted efforts to implement a range of interventions, in order to strengthen national road safety strategies in Africa.  pdf5

July 31st, 2024|Categories: Knowledge, News|

ESRA3 – Moped Riders & Motorcyclists Thematic Report, July 2024

The Moped Riders & Motorcyclists Thematic Report of the E-Survey of Road Users’ Safety Attitudes (ESRA) has been published with the active contribution of NTUA, containing a wealth of information on road safety in 39 countries across Europe, America and Asia-Oceania, based on the ESRA3 survey. This Thematic ESRA3 Report describes the frequency of riding a moped or a motorcycle, the use of infrastructure, the road crash involvement, the acceptability of unsafe traffic behaviour, the safety perception of using moped and motorcycle, the rates of self-declared behaviour and factors associated with risky riding behaviours. Self-declared risky behaviors among moped riders and motorcyclists are influenced by gender, age, beliefs, and living conditions, with females, older individuals, urban residents, and those supporting stricter regulations reporting lower likelihoods of drink-riding, speeding, helmetless riding, distracted riding, drug-related riding, or riding too fast, while those who find these behaviors acceptable are significantly more likely to engage in them, often by magnitudes ranging from 6 to 19 times.  pdf5

July 30th, 2024|Categories: Knowledge, News|

European Commission – Traffic Law Enforcement Thematic Report, July 2024

The European Commission with the active contribution of NTUA, SWOV and KFV has published at the European Road Safety Observatory, the Traffic Law Enforcement (TLE) Thematic Report which can be defined as the entire penal procedure designed to persuade road users to obey traffic laws and regulations through threat of detection of violation and the imposition of a penalty. This Thematic Report describes the working mechanisms of TLE in Europe, as well as how effective are for road safety the enforcement of speeding, red light running, drug-impaired driving, drink-driving, mobile phone use and seat belt use. Moreover, enforcement support measures such as legislation, sanction types, data-driven enforcement operations and public communication are suggested. link pdf5

July 30th, 2024|Categories: Knowledge, News|

ESRA3 – E-Scooter Riders Thematic Report, July 2024

The E-Scooter Riders Thematic Report of the European Survey of Road Users’ Safety Attitudes (ESRA) has been published with the active contribution of TIRF and NTUA, containing a wealth of information on road safety in 39 countries across Europe, America and Asia-Oceania, based on the ESRA3 survey. This Thematic ESRA3 Report provides an in-depth examination of road safety issues associated with e-scooter, including an extensive analysis of self-declared unsafe behaviours in traffic, the utilization frequency of e-scooters, and the incidence of involvement in road crashes among e-scooter riders. Moreover, the Report investigates determinants that may elevate the risk of crash involvement for e-scooter riders, offering a detailed perspective on the complexities of e-scooter road safety. Unsafe self-declared behaviors among e-scooter riders are influenced by demographics, attitudes, and experiences, with women and older individuals less likely to engage in risky actions like riding under the influence or crossing on red lights, while students, those with permissive attitudes toward traffic laws, and individuals involved in e-scooter crashes are more likely to exhibit unsafe behaviors.  pdf5

July 26th, 2024|Categories: Knowledge, News|

European Commission – Pedestrians Thematic Report, July 2024

The European Commission with the active contribution of NTUA, SWOV and KFV has published at the European Road Safety Observatory, the Pedestrians Thematic Report which refers to the safety of vulnerable road users that suffer the most severe consequences in collisions with other road users. This Thematic Report describes how pedestrians participate in traffic, as well as pedestrians in relation to road safety hazards. Furthermore, countermeasures about land use planning, road design, visibility, vehicle design of crash opponents, education, training and enforcement are suggested. link pdf5

July 26th, 2024|Categories: Knowledge, News|