A researcher collects data on the reaction times (in units of milliseconds) of drivers in response to three different types of traffic signals: red, yellow, and green. The goal is to determine whether the mean reaction time differs among the signal types. Which characteristic of this scenario suggests that a one-way analysis of variance (ANOVA) is appropriate?
