The ANOVA test

In your own words:

  1. What does the ANOVA test tell us overall?
  2. What specific value Under the Test of Between-Subjects test tells us whether there is an
    overall significant effect between our IV and DV? (NOT LEVENE'S - it NEVER tells us if
    findings are significant)
  3. Why is Post Hoc important for ANOVA? How do we determine if there is a significant
    difference between any two categories of the IV from the Post Hoc table we get in SPSS?
  4. Can we determine a Measure of Association (MOA) with this ANOVA statistical procedure? If
    so, how and where is it found within this SPSS ANOVA procedure?
  5. Does the Sig value of the F statistic under Levene's Test of Equality determine 1) if our
    overall findings are significant, 2) if the variances between the groups is significant, and 3)
    what does this SIG value in Levene's need to be in order to use the ANOVA procedure?