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s########National Longitudinal Study of Adolescent Health (Add Health), 19942002:
You just ran and interpreted a main effects model, which assumes that your conclusion about whether incarceration and alcoholism are associated applies equally to everyone in your sample—such as men and women. It is possible, however, that the strength of the incarceration/alcoholism association is different for men and women. In other words, the magnitudes of the increases in the likelihood of developing alcoholism linked to incarceration might be different for men and women. Whether or not the magnitude of the increased risk of alcoholism linked to incarceration differs between men and women is a question of whether incarceration and gender interact to affect the likelihood of developing alcoholism. You will test this by doing the following: