Nov 02, 2021 · In the specific case of solar-powered road studs, if increases in driver confidence were to translate to a corresponding increase in mean speed, this could result in increased crash rates [9,10,11,12,13,14]. The relationship between active road studs, other road features, and speed is therefore of considerable interest.