Statistical power is dependent on randomization. Random assignment to groups will average out differences that could lead to type 1 and 2 errors.
Your test taking strategy on this one was correct – even if you don’t know why all the other answers are correct/incorrect, you know that an ANOVA is completed after the study so that must be the correct answer here.