Night-time and daytime operating speed distribution in urban arterials

•Effects of lighting conditions on operating speeds on urban arterials are explored.•Random effects model to estimate the entire speed distribution along road sections.•Average speeds and deviations increase when illuminance increases.•At night-time, the considerable variation in speed due to driver behaviour.•Random effects often appear to be very low and sometimes negligible.