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Bivariate & Multivariate

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    Bivariate & Multivariate 1

    BIVARIATE & MULTIVARIATE TABLES

    Exercise #6

    Bivariate & Multivariate Tables

    Clint Ferguson

    SOWK 300

    Tuskegee University

    February 18, 2010

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    Bivariate & Multivariate 2

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    Bivariate & Multivariate 3

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    Bivariate & Multivariate 4

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    Bivariate & Multivariate 5

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    Bivariate & Multivariate 6

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    Bivariate & Multivariate 7

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    Bivariate & Multivariate 8

    0

    10

    20

    30

    40

    50

    60

    18-29 30-39 40 and older

    LikeRap

    Perce

    nt

    Age Category

    Relationship Between Like Rap and Age

    0

    10

    20

    30

    40

    50

    60

    70

    80

    90

    18-29 30-39 40 and older

    LikeR

    ap

    Percent

    Age category

    Relationship Between Like Rap and AgeControlling for Race

    White

    Black

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    Bivariate & Multivariate 9

    Variables for Exercise #6

    Dependent Variable: RAPRs liking for rap

    Independent Variable: AGECATRs age

    Control Variable: RACERs race

    Bivariate Hypothesis: The age of a person affects his or her outlook on rap music. The older a

    person is the less likely they are to like rap music. In this way a small percent of respondents in

    the 40 and older age category will like rap music compared to respondents in the 18-29 age

    category. As respondents get older the percent of those who like rap music will go down.

    Multivirate Hypothesis: The age of a person has an impact on his or her outlook on rap music.

    The younger a person is the more likely they will like rap. Black respondents will tend to like rap

    music more than white respondents. Among both races the percent of those who like rap will

    decline as the age category gets older.

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    Bivariate & Multivariate 10

    Bivariate Discussion: The older a person gets the less likely they will like rap music. The

    younger respondents are the more likely they will like rap. 52.4 percent of respondents in the 18-

    29 age category like rap compared to 21.5 percent of respondents in the 40 and older age

    category who dislike rap music. In our 3 age categorys what we see is a steady decline in those

    who like rap as the age categorys get older.

    Multivariate Discussion: Respondents who like rap were greater in all age categorys for

    Black people than White people. For both races the percent of respondents who like rap declined

    as the age category got older. 81.6 percent of Black respondents in the age category 18-29 like

    rap compared to 44.7 percent of White respondents. In the 40 and older age category 18 percent

    of White respondents like rap compared to 40 percent of Black respondents

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    Bivariate & Multivariate 11

    Rs Attitude About Rap By Rs Age

    Rs Agecat3 (IV)

    Attitude about 18-29 30-39 40 and older

    Rap (DV)

    Like Rap

    Dislike Rap

    Rs Attitude About Rap By Rs Age

    Controlling for Rs Race

    Rs Race (CV)

    White Black

    Rs Agecat3 (IV) Rs Agecat3 (IV)

    Attitude About 18-29 30-39 40 and older Attitude About 18-29 30-39 40 and older

    Rap (DV) Rap (DV)

    Like Rap Like Rap

    Dislike Rap Dislike Rap

    52.4 38.7 21.5

    47.6 61.3 78.5

    81.6 71.8 40.5

    18.4 28.2 59.5

    44.7 34.3 18.0

    55.3 65.7 82.0

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    Bivariate & Multivariate 12


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