Don't wait for accidents to happen

Data and methods for evidence-based safety measures and applications

23–24 October 2025

Berlin, Germany

Local organisers: Peter Wagner, Marek Junghans, Ragna Hoffmann

The conference is organized in close co-operation with the German Aerospace Center (DLR), Institute of Transportation Systems.

Social media

Use the hashtags #ictct2025berlin and #ictct to find posts related to the conference.

Book of abstracts

You can access the book of abstracts here.

Publications

ISSN: 2004-3082

The conference participants are invited to submit full papers describing the work they presented through a special submission track of the Traffic Safety Research journal.

Traffic Safety Research (TSR) is an academic-led, international, interdisciplinary, peer-reviewed, Fair Open Access scientific journal. It was founded in 2021 with a clear objective to contribute to the global transition toward the Safe System approach in road transportation.

All submissions will be subject to the journal’s standard peer review process, handled by the regular editorial team as well as invited guest editors from the German Aerospace Center, DLR (the conference host).

Submission period:
1 October 2025–31 January 2026

Publication fees: Traffic Safety Research applies a production fee of SEK 5800 (currency convertor) for accepted manuscripts. The fee is kept intentionally low and is directly based on the upfront cost to prepare an ‘average’ TSR article for publication (no profit intended).

Authors affiliated with TSR sponsor organisations are normally covered by a special agreements exempting them from paying the production fee. For example, the ICTCT can cover up to ten publications by its members—‘first come, first served’ applies.

Programme

Keynote: ‘Assessing progress on Road Safety Decades of Action’

María Seguí-Gómez
WHO

Maria Segui-Gomez is a physician and doctor in public health who trained at the University of Barcelona (Spain) and Harvard University (USA).  Following academic appointments at Johns Hopkins University (USA), University of Virginia Medical School (USA), and University of Navarra (Spain) she became a tenured professor in preventive medicine and public health.

Dr. Segui-Gomez’s research focuses on the prevention of injuries, mostly road traffic crashes. She conducted her research at Harvard University, Johns Hopkins University, and Universidad de Navarra where she established the European Center for Injury Prevention, which became a WHO collaborating Center. She has authored more than two hundred works in scientific papers, book chapters, and books.

In 2011, Dr. Segui-Gomez was appointed as General Director for Public Health, Drug Dependencies and Consumer Affairs under the Regional Minister of Health of Castille La Mancha (Spain) and in 2012 she was appointed as General Director for Traffic for Spain under the Ministry of Interior where she supervised a budget of approximately 800 million euros yearly. Under her directorship road fatalities were reduced by 18% in Spain.

Since 2016 she serves as international road safety consultant having worked for the Federation International de l’ Automobile (FIA) and its High-Level Panel, and the World Bank. She currently works for WHO where she coordinated the 2023 Global Status Report on Road Safety.

Keynote: ‘How to distinguish accidents, suicides and natural deaths in road traffic’

Anna-Lena Andersson
National Centre for Suicide Research and Prevention, Karolinska Institute, Stockholm, Sweden

Anna-Lena Andersson, Doctor of Medical Sciences at the department of Orthopedics at Goteborg University and Senior advisor in traffic safety and in suicide prevention with special emphasis on the transport system.

As a counselor at hospitals, Anna-Lena earlier worked with patients, relatives, hospital staff, blue light authorities and often met people with trauma-related injuries or relatives of people who had died in traffic. Biopsychosocial factors are an important part of understanding the connections between the cause of a traffic accident and its consequences. This also applies to people who die due to suicide.

Her research led to many years of work at the Swedish Transport Administration to develop, test, and evaluate systematic methods for classifying deaths in the transport system.

Anna-Lena is affiliated to National Centre for Suicide Research and Prevention, Karolinska Institute, Stockholm, Sweden, and she is the Scientific secretary of the Swedish Traffic Medicine Association (STMF).

1A ‘Safety applications and measures'

Chair: Marek Junghans

Understanding organisations’ responsibilities and engagement in occupational road safety – a necessity for saving lives beyond 2025

Hanna Wennberg
Tor-Olav Nævestad

Enhancing Bicycle Safety in Hamburg: An Infrastructure-Based Approach by PrioBike-HH

Björn Kruse
Thorben Finger
Samaneh Beheshti-Kashi
Maya Kayser

Prioritizing Pedestrian Safety: A Traffic Hazard Assessment of School Routes

Shabnam Abdollahi
Owen Waygood

Towards zero road deaths by 2050? Challenges and gaps in the EU

Stijn Daniels

1B ‘Infrastructure safety, geometry’

Chair: Peter Wagner

Putting cyclists in boxes: an analysis of the bike box

Ruben A. Kuipers
Carmelo D’Agostino

The influence of (bicycle) road design on cyclists’ and car drivers’ perceptions

A. Marie Harkin
Merten Wothge
Hong Ma
Fabian Surges

Analysis of the effect of AVs and cycling infrastructure on perceived level of safety: a bicycle simulator study

Amira Hammami
Attila Borsos

Measuring the Impact of Road Safety Education for Cyclists: A Novel Approach to Design and Assess Interventions

Michael van Eggermond
Dorothea Schaffner

2A ‘Human factors, pedestrians and drivers'

Chair: Anja Huemer

Analysis of driver reaction to a pedestrian crossing the road outside pedestrian markings

Andrea Paliotto
Monica Meocci
Francesca La Torre
Costanza Carini
Camilla Mazzi
Alessandro Marradi

Comparison of measurement models for acceptance of the driver monitoring systems (DMS)

I. Öztürk
E. Lehtonen
R. Madigan
Y. M. Lee
E. Aittoniemi
N. Merat

Constructionist learning principles in driving lessons

Thomas Wold
Audun Stiansen
Johan Lofsnes Haugen

The moderating influence of pedestrians’ traffic beliefs and superstitions on their risk perception and safe walking practices

Enoch F. Sam
Wafa Elias
Prince K. Odame
James Damsere-Derry
Gift Dumedah

2B ‘Infrastructure safety’

Chair: Niels Agerholm

How Safe Are Zebra Crossings for Pedestrians and Cyclists? A Surrogate Safety Study of Two Urban Sites in Germany

Max Theisen
Kay Gimm

Influence of Traffic Flow and Merging / Diverging Ramp Design on Take-Over performance: A Cross-Country Comparison of Conditionally Automated Vehicles

G. Marinelli
A. Hassani
A. Hazoor
A. Karimi
M. Bassani

Width labels as Safety Performance Indicator for Cycle Tracks: a national study at Dutch urban cycle tracks

P. Schepers
M.M. Reijne

Province-Based Crash Frequency Prediction on Two-Lane Rural Highways Segments Using a Random Parameter Zero-Inflated Negative Binomial Model

A. Karimi
A. Lioi
A. L. Tefa
M. Bassani

3A ‘Infrastructure safety, large-scale analysis'

Chair: Giuseppina Pappalardo

Average speed control (evaluation, method) in the Latvian road network

Valentina Amare
Atis Zarins

Constrained motorway layout: does it lead to negative safety implications?

Victoria Gitelman

Floating Car Data for road friction monitoring: an innovative approach to improve safety

Costanza Carini
Camilla Mazzi
Monica Meocci
Alessandro Marradi
Andrea Paliotto
Francesca La Torre

3B ‘Infrastructure safety’

Chair: Giuseppina Pappalardo

Analysis of the safety of vulnerable road users at crossings without traffic signals across 2 or more lanes in one direction

J. Wachnicka
W. Kustra
M. Kwiatkowska

Calibrating the Exponential speed-crash model for different speed management and traffic calming measures

M. Kiec
J. Ambros

TIAS: A fine-grained traffic area dataset for AI-based segmentation to support large-scale road safety analysis

Felix Rauch
Corentin Henry
Jens Hellekes
Nina Merkle
Franz Kurz

3C ‘Safety simulation’

Chair: Giuseppina Pappalardo

The effect of navigation modalities on driver performance

M. Brudvik Norell
B. Thorslund

Enhancing Road Safety for Vulnerable Road Users: A Gamified Bicycle Simulator Training

D. Martinez Garcia
K. Gröne
M. Fischer

Two directions, one goal: enhance cycling in one-way streets

Ebru Bölük
David Wartchow
Stefanie Marker

4A ‘Human factors, fitness'

Chair: Mandy Dotzauer

Implementing driving hours regulations for commercial vehicles in Nigeria: challenges and impacts

Olusegun Adegoke Oluwole

Does Changing Perspective Improve Safety? Examining Camera Views for the Remote Operator of Highly Automated Vehicles

Andreas Schrank
Marc Wilbrink
Carsten Borchert
Stefan Brandenburg
Michael Oehl

Involvement in Traffic Accidents Among Drivers with Neurological Conditions and Reporting Medically Unfit Drivers

Helena Selander
Lars Englund
Hanna C. Persson

A Software Solution for Analysis and Heatmap Generation for Pupil Core Eye Tracking Data

Vanshmeet Kour
Vipul Kumar
Kudurupaka Vamshi Krishna
Pushpa Choudhary

4B ‘Human factors, prevention’

Chair: Mandy Dotzauer

Effectiveness of digital media in accident prevention – a comparison between VR- and tablet-based approaches

V.S. Hilse
D. Preissner
M. Pohle
N. Strauzenberg

Navigating Urban Stressors: Using VR to Assess Cognitive Load and Visual Attention in Cargo Bike Riding

H. Jeon
O. Singler-Hack
J. Ehlers

Unconscious and conscious strategies of older drivers for compensating for age-related changes when driving a motor vehicle

Nora Strauzenberg

Bridging the Yielding Gap: Examining Drivers, Cyclists, and E-Scooter Riders at Pedestrian Crossings

Hiba Nassereddine

4C ‘Human factors, demographics’

Chair: Mandy Dotzauer

Role of Driver Demographics and Road Geometry on Maximum Speed Reduction: Comparison of Day and Night Driving

Shivam Sharma
Pushpa Choudhary

Transportation Utilization Patterns Among Youth Aged 10-18 and Their Parents During Routine Days and an Emergency Period: A Case Study of Haifa, Israel’s Third-Largest City

Lotem Kirmayer
Dolev Karolinsky
Noit Ziv
Wafa Elias

5A ‘Surrogate Measures of Safety (SMoS)'

Chair: Kay Gimm

Influence of weather on car-following at an urban intersection

Marek Junghans
Claudia Leschik
Clemens Schicktanz
Peter Wagner

Surrogate Measures of Safety (SMoS) for “Right-Hook Crashes” between Cars and Motorbikes

Hao-Che Huang
Yen-Hsiang Chen
Chun-Fu Lin
Shih-Chen Chiu
Yu-Chen Chen
Lei-Jei Wang

Long-Term Analysis of Driver Behaviour in the Dilemma Zone at a Signalized Intersection

Clemens Schicktanz
Kay Gimm

Challenges and Lessons Learned in Tram-VRU Conflict Study

N. Chkhartishvili
J. Mesimäki
M. Penttinen

5B ‘Artificial Intelligence (AI)’

Chair: Kay Gimm

Towards Safer Roads: A Data-Driven Ground-Aerial Fusion Approach for Enhanced Ego-Localization

A.E. Ben Zekri
R. Bahmanyar
H. Chaabouni-Chouayakh

Camera-based bike infrastructure and cyclist gesture recognition for trajectory prediction of cyclists

Clemens Groß

Predicting High-Risk Accident Locations with Floating Car Data: A Combined AI Analysis of Braking and Incident Patterns

Monica Meocci
Camilla Mazzi
Costanza Carini
Alessandro Marradi
Andrea Paliotto
Francesca La Torre

5C ‘Safety analysis & simulation’

Chair: Kay Gimm

Developing variations of a driving simulator screening test: A step toward fairer driver tests and safer drivers

Birgitta Thorslund
J. Söderman
E. Marsja
H. Selander

Examining the variations in situational awareness of impaired pedestrians using Markov Entropy modelling

Kudurupaka Vamshi Krishna
Pushpa Choudhary

Cargo Bikes in Everyday Business Use: Insights from Six Pilot Companies

Clemens Kaufmann

6A ‘Safety applications & measures'

Chair: Attila Borsos

Intelligent traffic detection for pedestrian-sensitive traffic light control and other safety applications

Kim Jannik Eggers
Robert Markowski
Martin Hesse

Traffic safety in synergy and conflict with other target areas

Matilda Magnusson

Safety issues with tram-trains in an urban environment: a before-after gaze behavior study

Csongor Horváth
Attila Borsos

Insights from an Automotive Use Case for Integrating Services in a Gaia-X Data Ecosystem

Ali Shakeri
Bernd Westphal
Miriam Grünhäuser
Maurizio Ahmann
Rainer Aue
Sascha Seidl

6B ‘Safety applications, measures and human factors’

Chair: Attila Borsos

Micromobility braking performance in real-world safety-critical events from naturalistic data

C. Naude
E. Riahi
B. Canu
T. Serre

Hybrid AI and Physics-Based Modeling for Large-Scale Car Accident Injury Estimation

Davide Castellucci
Filippo Begani
Davide Moricoli
Monica Meocci

Analysis of the combined effect of AVs and cycling infrastructure on the gaze behavior of cyclists

Ágoston Pál Sándor
Attila Borsos

6C ‘Safety analysis & human factors’

Chair: Attila Borsos

Enhancing traffic safety with thermal monocular 3D detection: Traffic conflict analysis through a digital shadow

Arnd Pettirsch
Alvaro Garcia-Hernandez

Comparison of Individual differences in vibration and comfort of e-scooters and e-bikes

Mio Suzuki

7A ‘Safety data processing'

Chair: Marek Junghans

Distance-Related Behaviour on German Motorways

M. Fischer
J. Böhm
J.E. Bakaba

Dangerous Ground or Peaceful Coexistence? A Data-Driven Approach to Analyzing the Subjective Safety of Pedestrians and Cyclists on Shared Pathways

Sven Lißner
Stefan Huber
Julius Reh
Miroslawa Lukawska

7B ‘Safety data processing and surrogate measures’

Chair: Marek Junghans

Surrogate indicators for single bicycle falls

Kevin Gildea
Aliaksei Laureshyn
Oksana Yastremska-Kravchenko
Carl Johnsson
Carmelo D’agostino
Zhankun Chen

Assessing the statistical methods used to estimate the value of behavioral Safety Performance Indicators

J. Elgner
R. Andrášik
R. Zuvala
M. Šípek
J. Ambros

7C ‘Safety analysis & human factors’

Chair: Marek Junghans

The influence of attention to speed limits on driving behaviour: an analysis through simulation and Eye-Tracking

Camilla Mazzi
Francesca La Torre
Andrea Paliotto
Monica Meocci
Costanza Carini
Alessandro Marradi

Impact of the Shisa Kanko Method on Driver Perception of Road Signs: An Eye Tracking Study

A. Pashkevich
J. Bartusiak
L. Zakowska

The Prevalence of Drinking and Driving with Cars and Powered Two-Wheelers – Insights from a Survey-Based Measurement in Germany

Bernhard Schrauth
Bernhard Mederer

8A ‘Human Factors, pedestrians'

Chair: Michael Böhm

Promoting Safe and Efficient Pedestrian Interaction with Automated Vehicles: A Naturalistic Data-Driven Study

Yuwei Wang
Gustav Markkula
Yee Mun Lee

Pedestrian Interaction with Multiple Automated Vehicles: A Real-World Study on light-based eHMIs

Marc Wilbrink
Thorben Brandt
Nils Wendorff
Thomas Lobig
Michael Oehl

Can You Hear the Collision Risk? A VR Study on Beamforming Warnings for Cyclists at Urban Intersections

Rodney Leitner
Thomas Jürgensohn
Michaela Rehm
Christoph Ende
Christian Weißig

Left-turn Gap Acceptance Behavior of Pedestrians under Time Pressure: A Signalised Intersection Study

Apurwa Dhoke
B.R. Aditi
Pushpa Choudhary

8B ‘Artificial Intelligence (IA)’

Chair: Clemens Schicktanz

Proactive identification of high‐risk locations in road networks using crowdsourced reports and vehicle kinematic data

J. Ehlers
M. Grahl
A. García

Potential assessment of future V2X solutions in car-bicycle accidents

Marcus Petzold
Konrad Reisinger
Robert Richter
Thomas Unger
Henrik Liers

Interpretable Video Anomaly Detection for Enhancing Cyclist Safety

Çagkan Gürsoy
Klaas Dijkstra
Maya Aghaei

A Quantitative Study of Weather Effects on Cyclist Traffic Violations

M. Perlewitz
A.K. Huemer
A. Leonhardt

9A ‘Human Factors'

Chair: Niels Agerholm

Eyes on the Road, Mind on the Move: Understanding Cyclist Workload through Sensors and Surveys

S. Cafiso
F. Kchour
A.K. Huemer
G. Pappalardo
J. Wachnicka

Comparison of Human and ADAS perception of lane markings in different road and environmental conditions

G. Pappalardo
O. Ghaderi
S. Cafiso
G.A. Dimauro

And after one or two boozy drinks? Investigating Young E-scooter Riders’ Decision-Making through Conjoint Analysis

J. Anke
M. Ringhand
F. Siebert
D. Hagmann
T. Stoll
M. Hackenfort

Modeling Speed Behavior on High-Risk Mountainous Roads: A Simulator Study of Professional and Non-Professional Drivers

Shivam Sharma
Pushpa Choudhary

9B ‘Safety data processing’

Chair: Aliaksei Laureshyn

Deep Learning for Real-Time Detection of Vulnerable Pedestrians

Avigail Haliva
Rina Azoulay
Wafa Elias
Esther David
Matus Sucha

The potential of self-reported accidents for better site-specific road safety work

T.K.O. Madsen
H. Lahrmann
T. Hels

Analysing Safety in Numbers in a large data-set

A. Leich
R. Nippold
L. C. Touko Tcheumadjeu
P. Wagner

How does reference point determination influence trajectory estimation?

Zbynek Janoška
Martina Bílová
Michal Bíl

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