hi, i really do not understand how to answer the following question, i've read my textbook and still cannot find any relevant information.

What does a significant F-test tell about the means of the J groups? In the case where there is a significant F value, what is the next step to understanding the pattern of means in the data? In the case where we find a non-significant F value, how can we explain the observed differences between the means?

thank you