If a factor analysis of a trait scale shows that the items load on two independent factors, then the psychologist may conclude that

Name: If a factor analysis of a trait scale shows that the items load on two independent factors, then the psychologist may conclude that
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If the items on a trait scale load on two independent factors, it's possible that the scale measures two different traits, or it measures two separate aspects of the same trait. Therefore, either a or b could be the case.

If a Factor Analysis of a Trait Scale Shows That