Projects per year
Personal profile
Quote
Seamless human-centered automation is what is needed. The real challenge is not only to increase the reliability of automated vehicles, but to design them in such a way that they will add value to humans beings and society.
Research profile
Marieke Martens is a full professor ‘Automated Vehicles & Human Interaction’ at Eindhoven University of Technology (TU/e). Marieke is primarily interested in research related to human behaviour and automated driving. Despite the fact that this innovation was primarily technology driven, the world is showing that the human role remains to be of major importance for traffic safety and societal readiness. Interestingly, where human error has often been named one of the key drivers of developing automated driving, current challenges of automated driving are more and more related to the human factor. After all, we are developing this to serve humans and to bring people and their preferred goods in a safe and comfortable manner from A to B. Some examples of the questions that arise are: Do users still understand their vehicle now that more and more diversified functions are combined on 1 vehicle? What does the vehicle need to explain to the passenger inside about its next action to overcome automation surprise, even in non-critical events and to prepare the user for his/her role? How do we need to design a transparent transition from automated driving back to the human who has been out-of-the loop? And how do we make sure the actions of Avs align with societal values? Do other road users still know how to interact with automated vehicles if the systems do not always respond in a human like manner? And will society as a whole accept automated vehicles if not all accidents can be ruled out and how to we make sure the user is not the one who still gets blamed in case something goes wrong? The interesting element here is that we can form and shape this transition and development by taking Human Factors and Industrial Design expertise into account in the development of these vehicles, ensuring the usability, adaptivity and safety of these systems. Systems need to be and feel safe and comfortable to use and need to naturally blend into our current traffic system, including vulnerable road users.
Seamless human-centered automation is what is needed. The real challenge is not only to increase the reliability of automated vehicles, but to design them in such a way that they will add value to humans beings and society.
Academic background
Marieke studied Experimental and Cognitive Psychology at the Free University of Amsterdam. Since 1996 she has been working as a research in the area of human factors and traffic behavior at TNO, covering a variety of topics such as self-explaining roads, traffic safety, driver state, distraction, visual attention, road user behavior, driver support, smart mobility and automated vehicles. She received her PhD in 2007 from the Free University of Amsterdam entitled: ‘The failure to act upon important information: Where do things go wrong?’. From 2015 until 2019 she has been a professor ITS & Human Factors at the University of Twente, and since June 2019 she was appointed full professor Automated Vehicles and Human Interaction. From 2018 till 2024 she was Director of Science of the TNO Unit Traffic & Transport and part of the steering committee of APPL.AI, the TNO AI research initiative. For 10 years she has been a member of the Scientific Advisory Board of SWOV, she was part of the EU expert group on Ethics of automated mobility and part of different advisory boards and editorial boards, including different ISO committee meetings focusing on human behavior and part of HF-IRADS (Human Factors of International Regulations of Automated Driving Systems, linked to UNECE. Since January 2024, she is board member of NWO-Applied Engineering Sciences.
Education and Teaching
Research focus, project topics I’d like to coach:
“I am the person to go to when you want to do a project about Automated Vehicles (AV), and specifically about the interaction of people with the AV. This can be people in, or outside the vehicle who interact with the system, being the topic of my university chair. This topic is currently not accommodated by one of the squads.
I have a background in psychology and behavioral science; topics like workload, road safety, distraction. I do not have a background in industrial design, but I am focused on the research aspects and the experimental side of a project. I can coach on statistics, research methodology. With regard to my MDC expertise: I can help you with data collection and use of data in research, but cannot help you with complex mathematical problems,
I am interested in coaching projects related to Automated Vehicles in the field of trust, transition of control, distraction, understandability, adaptive HMI’s, etc. Or outside the vehicle: interaction of other road users (pedestrians, manually driven vehicles) with the AV; or external HMI for everyone outside the vehicle. “
What is your vision coaching?
“I would like students to become critical thinkers. I will try to challenge their ideas from the start: is it true what you have read? Have you researched how things really are? Do your ideas correspond to what is going on in the outside world? I try to give students the context of how things are really happening in the outside world: which research is currently going on, is their research topic relevant and does it fit or complement with what is already being done.
I will try to give them a reality check: what is my unique contribution to ongoing research, what research has already been done, is the problem I identified a valid one? In this way they can set up a fact- and evidence-based research, and prove what their design or project can contribute to the world.”
Network
“I have a large, international network all over the world: Japan, Australia, Europe, and The United States, both in universities and automotive OEMs. If students want me as their FMP mentor, they should know what they are dealing with, they should be truly interested in the topic and willing to invest in the matter. If they are willing to do that, I can connect them with the right people. The human aspect of AV has already been studied, but the design part is relatively new. Many companies are interested in learning more. I see many opportunities there.”
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 3 Good Health and Well-being
-
SDG 7 Affordable and Clean Energy
-
SDG 9 Industry, Innovation, and Infrastructure
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 3 Finished
-
ISA-FIT 22043 'Intelligent Speed Assistance (ISA) retrofit solutions for cities and regions'
Martens, M. H. (Project Manager) & Chuang, Y. (Project member)
1/05/22 → 31/12/22
Project: Research direct
-
Celeste 21109 2022 'dynamiC spEed Limits compliancE for op¿miSed Traffic managEment'
Martens, M. H. (Project Manager) & Chuang, Y. (Project member)
1/01/22 → 31/12/22
Project: Research direct
-
dynamiC spEed Limits compliancE for optimiSed Traffic managEment
Martens, M. H. (Project Manager), Martens, M. H. (Project member) & Chuang, Y. (Project member)
1/01/21 → 31/12/21
Project: Research direct
-
Validation of the Clear and Unambiguous Human Machine Interface Questionnaire
van Weperen, M., de Jong, S., Franssen, M., Subraveti, H., Martens, M. H. & Hogema, J. H., 27 Apr 2027, (Accepted/In press) Proceedings of the Human Factors and Ergonomics Society Europe Chapter 2026 Annual Conference. de Waard, D., Møller, M. & Berghöfer, F. (eds.). 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Entanglements and Unintended Consequences of Automated Vehicles: An Instance-based Discussion for Generative Uncertainty
Verstegen, R., Gao, R., Dong, H., Bazilinskyy, P. & Martens, M., 12 Jun 2026, DIS '26 Companion: Companion Publication of the 2026 ACM Designing Interactive Systems Conference. Yen, C. C., Lee, J.-J., Do, E.Y.-L., Zheng, C., Yoo, D. & Tang, T. (eds.). New York: Association for Computing Machinery, Inc., p. 469-473 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Experience-centred lens on automation surprise in non-critical automated driving: findings from an on-road WoZ study
Dong, H. (Corresponding author), Guo, S., Franssen, M., Bruns, M. & Martens, M. H., 28 Jun 2026, (E-pub ahead of print) In: Behaviour & Information Technology. XXResearch output: Contribution to journal › Article › Academic › peer-review
Open Access -
Psychological uncertainty in human experience and behavior: a systematic review on measurements, induction, and effects
Franssen, M. (Corresponding author), Verstegen, R., Bazilinskyy, P., Spek, van der, E. D. & Martens, M. H., 17 Jun 2026, In: Frontiers in Psychology. 17, p. 1-21 21 p., 1844980.Research output: Contribution to journal › Review article › peer-review
Open AccessFile8 Downloads (Pure) -
You’ll never walk alone: Inter-pedestrian distance, eHMIs, and crossing decisions in virtual reality
Alam, M. S. (Corresponding author), Dey, D., Martens, M. H. & Bazilinskyy, P., 2026, (Submitted) In: Transportation Research. Part F: Traffic Psychology and Behaviour.Research output: Contribution to journal › Article › Academic
Datasets
-
Supplementary data for the paper: "Incorporating Multiple Users’ Perspectives in HMI Design for Automated Vehicles: Exploration of a Role-Switching Approach"
Gao, R. (Creator), Verstegen, R. (Creator), Dong, H. (Creator), Bazilinskyy, P. (Creator) & Martens, M. H. (Creator), 4TU.Centre for Research Data, 25 Jul 2024
DOI: 10.4121/b63a08f4-a961-4708-85af-acb384c01095.v1, https://data.4tu.nl/datasets/b63a08f4-a961-4708-85af-acb384c01095/1
Dataset
-
Supplementary material for paper: "Exploring the Correlation between Emotions and Uncertainty in Daily Travel"
Franssen, M. (Creator), Verstegen, R. (Creator), Bazilinskyy, P. (Creator) & Martens, M. H. (Creator), 4TU.Centre for Research Data, 19 Jun 2024
DOI: 10.4121/e5c19556-9bfa-4517-93ab-1b590682d75a, https://data.4tu.nl/datasets/e5c19556-9bfa-4517-93ab-1b590682d75a and 2 more links, https://data.4tu.nl/datasets/e5c19556-9bfa-4517-93ab-1b590682d75a/1, https://data.4tu.nl/datasets/e5c19556-9bfa-4517-93ab-1b590682d75a/2 (show fewer)
Dataset
-
Supplementary data for the paper 'From A to B with Ease: User-Centric Interfaces for Shuttle Buses'
Alam, M. S. (Creator), Subramanian, T. (Creator), Martens, M. H. (Creator), Remlinger, W. (Creator) & Bazilinskyy, P. (Creator), 4TU.Centre for Research Data, 21 Aug 2024
DOI: 10.4121/76432912-37c4-4603-97e7-9cabbaba653e, https://data.4tu.nl/datasets/76432912-37c4-4603-97e7-9cabbaba653e and 4 more links, https://data.4tu.nl/datasets/76432912-37c4-4603-97e7-9cabbaba653e/1, https://data.4tu.nl/datasets/76432912-37c4-4603-97e7-9cabbaba653e/2, https://data.4tu.nl/datasets/76432912-37c4-4603-97e7-9cabbaba653e/4, https://data.4tu.nl/datasets/76432912-37c4-4603-97e7-9cabbaba653e/3 (show fewer)
Dataset
-
Supplementary material for paper: "Exploring the Effects of Interior Design Elements on the Uncertainty of Passengers of Fully Automated Cars"
Franssen, M. (Creator), Dong, H. (Creator), Verstegen, R. (Creator) & Martens, M. H. (Creator), 4TU.Centre for Research Data, 19 Jun 2024
DOI: 10.4121/8887ca18-53df-49dd-a7df-991219edaf15, https://data.4tu.nl/datasets/8887ca18-53df-49dd-a7df-991219edaf15 and 2 more links, https://data.4tu.nl/datasets/8887ca18-53df-49dd-a7df-991219edaf15/1, https://data.4tu.nl/datasets/8887ca18-53df-49dd-a7df-991219edaf15/2 (show fewer)
Dataset
Prizes
-
AutomotiveUI '20 Honorable Mention Award
Dey, D. (Recipient), Holländer, K. (Recipient), Berger, M. (Recipient), Eggen, J. H. (Recipient), Martens, M. H. (Recipient), Pfleging, B. (Recipient) & Terken, J. M. B. (Recipient), Sept 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
-
CHI '20 Best Paper Award
Dey, D. (Recipient), Habibovic, A. (Recipient), Pfleging, B. (Recipient), Martens, M. H. (Recipient) & Terken, J. M. B. (Recipient), Apr 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Courses
-
Automotive societal factors
Bazilinskyy, P., Martens, M. H., Ruijten-Dodoiu, P. A. M. & Dey, D. 1/09/15 → 31/08/26
Course
-
Final Master Project Proposal
Course
-
Preparation Final Master Project
Course
Press/Media
-
Five things to know about: making self-driving cars safe
21/09/20 → 5/10/20
2 items of Media coverage
Press/Media: Expert Comment
-
Eindhoven University of Technology: Designing a New Language for Cars
Terken, J. M. B. & Martens, M. H.
1/10/20
1 item of Media coverage
Press/Media: Expert Comment
-
making self-driving cars safe – Horizon Magazine Blog
18/09/20
1 item of Media coverage
Press/Media: Expert Comment