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Published byGarry Hubbard Modified over 9 years ago
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Soc. 3155 Elaboration of Bivariate Tables
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Original Table Showing Bivariate Relationship DelinquentSgl. Parent%2 Parent%Total Yes2855273455 No2245536675 Total5010080100130 Gamma =.43
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Partial Tables Controlling for Residence Delinq.Sgl. Parent%2 Parent%Total Yes2057213541 No1543396554 Total351006010095 Gamma =.43 Urban Residents Delinq.Sgl. Parent%2 Parent%Total Yes85363414 No747146621 Total151002010035 Rural Residents Gamma =.45 No Change from original = Direct Relationship
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Graphs showing no change from original
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Partial Tables Controlling for Parental Substance Abuse Delinq.Sgl. Parent%2 Parent%Total Yes425163520 No1275486560 Total161006410080 Gamma = 0 Parents are not substance abusers Delinq.Sgl. Parent%2 Parent%Total Yes2471116935 No102953115 Total341001610050 Parents are substance abusers Gamma =.04 Original relationship disappears or declines = spurious or intervening relationship
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Graphs showing original relationship declines in presence of control
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Substance abuse Family type Delinquency CV as spurious cause of IV and DV Substance abuse Family typeDelinquency CV as intervening B/T IV and DV
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Partial Tables Controlling for Income Level Delinq.Sgl. Parent%2 Parent%Total Yes2569126737 No1131 63317 Total361001810054 Gamma = -.06 Low income Delinq.Sgl. Parent%2 Parent%Total Yes 321152418 No1179477658 Total141006210076 High Income Gamma = -.08 Original relationship disappears or declines = spurious or intervening relationship
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Graphs showing original relationship declines in presence of control
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Income Family type Delinquency CV as spurious cause of IV and DV IncomeFamily typeDelinquency CV as intervening B/T IV and DV
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Partial Tables Controlling for Gender Delinq.Sgl. Parent%2 Parent%Total Yes2162102031 No1338408053 Total341005010084 Gamma =.73 Boys Delinq.Sgl. Parent%2 Parent%Total Yes 7211724 No979137622 Total161003010046 Girls Gamma = -.25 Original relationship is different for different categories of CV = interaction
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Graphs showing original relationship is different for different categories of control
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Family typeDelinquency For Boys: (Strong) Family type Delinquency For Girls: (Weak) Interaction Effect
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Partial Tables Controlling for Parenting Style Delinq.Sgl. Parent%2 Parent%Total Yes 420168020 No1680 420 Total201002010040 Gamma = -.88 Authoritarian Parents Delinq.Sgl. Parent%2 Parent%Total Yes2480111835 No620498255 Total301006010090 Permissive Parents Gamma =.89 Original relationship is stronger in presence of CV = suppressor effect: a type of interaction. Often relationship B/T IV and DV is opposite for different categories of CV. Failing to control hides or suppresses the true relationship.
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Graphs showing original relationship is stronger in presence of control
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