Leaderboards/Safety Warnings and Signage

Safety Warnings and Signage

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Nade Liang
Texas Tech University
2
Sina Nordhoff
Innovationszentrum für Mobilität und Gesellschaftlichen Wandel (Germany)
3
Zheng Ma
Pennsylvania State University
4
Mark Colley
Universität Ulm
5
Stefanie M. Faas
Mercedes-Benz (Germany)
6
By Gaang Lee
University of Michigan
7
Abbas Sheykhfard
May Institute
8
Janina Bindschädel
University of Freiburg
9
Jung-Chun Liu
National Taiwan University
10
Marie Waung
University of Michigan–Dearborn

Rising Stars Papers

1
Understanding the influence of environmental factors on driver speed: A structural equation modeling analysis
IATSS Research|2024
25 cit.
2
Resistance towards autonomous vehicles (AVs)
Transportation Research Interdisciplinary Perspectives|2024
21 cit.
3
Examining the effect of personality on user acceptance of conditionally automated vehicles
Scientific Reports|2025
20 cit.
4
A conceptual framework for automation disengagements
Scientific Reports|2024
15 cit.
5
Longitudinal Effects of External Communication of Automated Vehicles in the USA and Germany: A Comparative Study in Virtual Reality and Via a Browser
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies|2024
10 cit.
6
“It’s just another car driving” − Perceptions of U.S. residents interacting with driverless automated vehicles on public roads
Transportation Research Part F Traffic Psychology and Behaviour|2025
9 cit.
7
Analyzing purchase intentions of used electric vehicles through consumer experiences: A structural equation modeling approach
Transport Policy|2024
8 cit.
8
PedSUMO: Simulacra of Automated Vehicle-Pedestrian Interaction Using SUMO To Study Large-Scale Effects
Unknown Journal|2024
7 cit.
9
Behavioral Modeling of Drivers near Speed Control Cameras: A Dual Perspective from Micro and Macro Data
Transportation Research Record Journal of the Transportation Research Board|2024
7 cit.
10
“I will raise my hand and say ‘I over-trust Autopilot’. I use it too liberally” – Drivers’ reflections on their use of partial driving automation, trust, and perceived safety
Transportation Research Part F Traffic Psychology and Behaviour|2024
7 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Alex Albert
North Carolina State University
2
Brandon J. Pitts
Purdue University West Lafayette
3
Siu Shing Man
South China University of Technology
4
Yashwardhan Patil
North Carolina State University
5
Brian H.W. Guo
Duke University
6
Sergio A. Useche
Universitat de València
7
Ahmed Jalil Al-Bayati
Lawrence Technological University
8
Sven Schmutz
University of Bern
9
Yifang Ma
Southern University of Science and Technology
10
Penny P. Li
Swinburne University of Technology

Emerging Leaders Papers

1
PPE non-compliance among construction workers: An assessment of contributing factors utilizing fuzzy theory
Journal of Safety Research|2023
87 cit.
2
Unsafety on two wheels, or social prejudice? Proxying behavioral reports on bicycle and e-scooter riding safety – A mixed-methods study
Transportation Research Part F Traffic Psychology and Behaviour|2022
60 cit.
3
Dynamic identification of crane load fall zone: A computer vision approach
Safety Science|2022
55 cit.
4
Age is more than just a number: The relationship among age, non-chronological age factors, self-perceived driving abilities, and autonomous vehicle acceptance
Accident Analysis & Prevention|2022
49 cit.
5
Cross-culturally approaching the cycling behaviour questionnaire (CBQ): Evidence from 19 countries
Transportation Research Part F Traffic Psychology and Behaviour|2022
44 cit.
6
Prevalence and Associated Factors of Work-Related Musculoskeletal Disorders Symptoms among Construction Workers: A Cross-Sectional Study in South China
International Journal of Environmental Research and Public Health|2023
43 cit.
7
Assessing the impact of digital education and the role of the big data analytics course to enhance the skills and employability of engineering students
Frontiers in Psychology|2022
36 cit.
8
Could Technology and Intelligent Transport Systems Help Improve Mobility in an Emerging Country? Challenges, Opportunities, Gaps and Other Evidence from the Caribbean
Applied Sciences|2022
34 cit.
9
The hidden cost of your ‘too fast food’: stress-related factors and fatigue predict food delivery riders’ occupational crashes
International Journal of Occupational Safety and Ergonomics|2024
33 cit.
10
Smart Speech Systems: A Focus Group Study on Older Adult User and Non-User Perceptions of Speech Interfaces
International Journal of Human-Computer Interaction|2022
32 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Christopher D. Wickens
Colorado State University
2
Joost de Winter
Delft University of Technology
3
Klaus Bengler
Technical University of Munich
4
Neville A. Stanton
University of Southampton
5
David Crundall
Nottingham Trent University
6
Luís Nunes
University of Beira Interior
7
Natasha Merat
University of Leeds
8
Charles Spence
University of Oxford
9
Mark S. Young
Loughborough University
10
Alan H. S. Chan
City University of Hong Kong

Current Senior Leaders Papers

1
A model for types and levels of human interaction with automation
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans|2000
3.8k cit.
2
Multiple resources and performance prediction
Theoretical Issues in Ergonomics Science|2002
2.5k cit.
3
Multiple Resources and Mental Workload
Human Factors The Journal of the Human Factors and Ergonomics Society|2008
2k cit.
4
Public opinion on automated driving: Results of an international questionnaire among 5000 respondents
Transportation Research Part F Traffic Psychology and Behaviour|2015
1.3k cit.
5
Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: A tutorial using simulations and empirical data.
Psychological Methods|2016
1.1k cit.
6
Using the Student's t-test with extremely small sample sizes
Unknown Journal|2020
998 cit.
7
Three Decades of Driver Assistance Systems: Review and Future Perspectives
IEEE Intelligent Transportation Systems Magazine|2014
854 cit.
8
Sensory expectations based on product-extrinsic food cues: An interdisciplinary review of the empirical evidence and theoretical accounts
Food Quality and Preference|2014
801 cit.
9
Performance of Concurrent Tasks: A Psychophysiological Analysis of the Reciprocity of Information-Processing Resources
Science|1983
730 cit.
10
“Take over!” How long does it take to get the driver back into the loop?
Proceedings of the Human Factors and Ergonomics Society Annual Meeting|2013
719 cit.

Indexing Safety Warnings and Signage Reagents

Citation data for reagents in this field is currently compiling.