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Chunk #13 — Method — Analytic Strategy — Analysis 1: ηij = log [φ/(1−φ)] = Π0i + Π1iati + Π2i(Knowledge)

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Parental Knowledge and Substance Use among African American Adolescents: Influence of Gender and Grade Level.
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In the next set of analyses, we estimated growth models to examine the effect of parental knowledge, gender, and the gender by knowledge interaction on the intercept (γ 101, γ 102, γ 103) and slope (γ 111, γ112, γ 113) for a given substance use outcome. The final set of analyses examined the effect of parental knowledge, grade, and the grade by knowledge interaction on the intercept (γ 101, γ 102, γ 103) and slope (γ 111, γ112, γ 113) for a given substance use outcome. All adolescent characteristics were dummy coded so the group coded zero had a relationship between parental knowledge and substance use represented by γ 102 and γ 112, while the relationship for the group coded one was represented by γ 102 + γ103 and γ112 + γ113.