See Also: Lane Keeping Assistance Fails 69% of Time When Tested in Simulated Rainfall
Study: Hands-On Training May Help Drivers Better Understand ADAS
New research from the AAA Foundation indicates that drivers who take the “self-taught” approach to advanced driver assistance systems have gaps in knowledge about the capabilities and limitations of the technology.

Research indicates that today’s sophisticated vehicle safety systems require more than trial-and-error to master them.
Photo: Unsplash.com/Nabeel Syed
New research from the AAA Foundation indicates that drivers who try to learn advanced driver assistance systems (ADAS) on their own may not fully master the capabilities and might benefit from brief hands-on training.
Specifically, the researchers explored one of the most prevalent advanced driver-assistance systems found in new vehicles, adaptive cruise control (ACC). These systems are designed to assist with acceleration and braking to maintain a driver-selected gap to the car in front.
The foundation examined how the understanding and use of ACC changed over the first six months of ownership for new vehicle owners unfamiliar with the technology.
The findings show that over the course of the first six months with the new system, many drivers demonstrated a better understanding of the ACC system’s limitations. In other words, their knowledge grew with experience. However, despite learning more about ACC through regular use, the drivers failed to achieve the same level of understanding when compared to another group of drivers that received short but extensive instruction on the system.
For drivers that were “self-taught,” there were various gaps in understanding of the ACC systems features, benefits, and capabilities.
For example, some motorists falsely believe that the system will react to stationary objects in their lane, such as construction cones or other obstacles. Some drivers incorrectly thought that the system will provide steering input to keep the vehicle in its lane. Also, many drivers falsely believe the system can operate in all weather conditions.
Finally, the researchers also identified a sub-group of over-confident drivers who failed to grasp ACC yet were highly self-assured that they were indeed knowledgeable about the technology.
To summarize, the research indicates that today’s sophisticated technology requires more than trial-and-error to truly grasp the capabilities and limitations.
AAA recommends that researchers, automakers, and government agencies work together to better understand driver performance, behavior, and interactions in vehicles with advanced technologies.
More Safety

Stellantis Recalls 1.3 Million Jeep Vehicles Worldwide Over Fire Risk
Stellantis is recalling more than 1.3 million Jeep Wrangler and Gladiator models worldwide over a fire risk linked to power steering pump wiring.
Read More →
Coaching Is Not Training, Even When AI Is Doing It
AI-powered safety platforms can detect risky behaviors and deliver immediate feedback. But effective driver development still requires a foundation of training followed by coaching that reinforces those skills.
Read More →
How Emotions Behind the Wheel Can Affect Fleet Safety
During National Safety Month, fleets are encouraged to look beyond distracted driving and recognize how stress, fatigue, and emotional well-being influence driver performance and crash risk.
Read More →
Nominations Open for 2026 Fleet Safety Award
Nominations have officially opened for the 2026 Fleet Safety Award Winner.
Read More →
Turning Connected Vehicle Data Into Decisions That Matter
Fleet leaders have more data than ever, but turning that data into clear, actionable decisions remains a challenge. This white paper shows how leading organizations are using connected vehicle data to improve safety, reduce costs, and optimize fleet performance. Learn how to turn insight into action across your fleet.
Read More →
Cameras, Safety and Insurance: From Reactive Claims to Real-time Prevention
Commercial auto remains one of the most challenging and costly lines of coverage for fleet operators and insurers alike. Learn more about how to effectively address these issues from Onur Aksan, Enterprise Business Development Executive, Geotab.
Read More →
NAFA Fleet Safety Symposium to Collocate With 2026 Fleet Forward Conference
The daylong certificate program will precede the Fleet Forward Conference at the Gaylord National Harbor in Maryland.
Read More →
The Distractions You Can’t Turn Off: What Drivers Face Outside the Vehicle
Fleet drivers face constant visual, cognitive, and environmental interruptions the moment they hit the road. From roadside chaos to mental fatigue and digital overload, today’s biggest driving risks often come from outside the vehicle itself.
Read More →
FLASH Weather AI Launches First Deep-Learning Hail Prediction Model With High-Resolution Forecasting
FLASH Weather AI has launched a first-of-its-kind hail prediction model capable of forecasting hail size and arrival time at 1-kilometer resolution up to 55 minutes ahead, giving fleets and insurers critical time to prepare for severe storms.
Read More →
How Coca-Cola United Protects Its Fleet from Growing Legal Risk
As litigation risk rises, vehicles are increasingly targeted. This Coca-Cola bottler shares how it’s reducing exposure through driver training, technology, and a proactive risk management approach.
Read More →
