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Hi all Can anyone advise me please? I have NEO personality and satisfaction scores on both marriage partners from 234 relationships. I would like to create couple level satisfaction scores by taking the average of the female and male satisfaction scores. To do this, I imagine I need to show that there is no significant difference between correlations of male partners' personality with their satisfaction, and the correlations of the female partners' personality with their satisfaction. Is this correct? If so, is this where I should Fisher's Z transformation? Why does the literature also mention Williams T2 test for comparing correlations? Any help would be much appreciated. Thanks Max