Description
To prepare for this Assignment:
Use the one independent variable and one dependent variable you used to conduct your simple logistic regression analysis in Week 4.
Add a second independent variable to your analysis (multiple logistic regression).
Remember that your dependent variable must be dichotomous/binary.
Think about how you might use the odds ratio in your analysis to simplify the interpretation of your results.
How has your statistical significance and odds ratio changed by the introduction of the second independent variable?
The AssignmentUse SPSS to answer the research question you constructed. Write an analysis in APA format, including title page, references, and an appendix, that includes your data output and addresses each of the tasks listed above. The content should be 2–3 pages, including setup of the assignment and a discussion of whether the predictive relationship is statistically significant as well as the odds ratio and what it means. Your SPSS output should be included as an appendix. Early in your Assignment, when you relate which dataset you analyzed, please include the mean of the following variables. If you are using the Afrobarometer Dataset, report the mean of Q1 (Age). If you are using the General Social Survey Dataset, report the mean of Age. If you are using the HS Long Survey Dataset, report the mean of X1SES. See page 1032 in your Warner textbook for an excellent APA-compliant write-up of a binary logistic regression analysis.
Unformatted Attachment Preview
Afrobarometer Dataset C-1.sav
Name
Type
Width
Decimals
Label
Values
Missing
1
COUNTRY… Numeric
8
0
Country in … {1, Algeria}… None
2
COUNTRY…. Numeric
8
0
Country by … {1, West Afr… None
3
RESPNO
String
7
0
Responde… None
4
URBRUR
Numeric
3
0
Urban or R… {1, Urban}… None
5
ADULT_CT
Numeric
4
0
ADULTCT: … {-1, Missin… -1
6
Q1
Numeric
5
0
Q1. Age
7
Q3A
Numeric
3
0
Q3a. Count… {-1, Missin… -1, 9, 998
8
Q3B
Numeric
3
0
Q3b. Your … {-1, Missin… -1, 9, 998
9
Q4
Numeric
3
0
Q4. Your liv… {-1, Missin… -1, 9, 998
10
Q5A
Numeric
3
0
Q5a. Count… {-1, Missin… -1, 9, 998
11
Q5B
Numeric
3
0
Q5b. Your li… {-1, Missin… -1, 9, 998
12
Q7
Numeric
3
0
Q7. Overall … {-1, Missin… -1, 9, 998
13
Q8A
Numeric
3
0
Q8a. How … {-1, Missin… -1, 9, 998
14
Q8B
Numeric
3
0
Q8b. How … {-1, Missin… -1, 9, 998
15
Q8C
Numeric
3
0
Q8c. How o… {-1, Missin… -1, 9, 998
16
Q8D
Numeric
3
0
Q8d. How … {-1, Missin… -1, 9, 998
17
Q8E
Numeric
3
0
Q8e. How … {-1, Missin… -1, 9, 998
18
Q9A
Numeric
3
0
Q9a. How … {-1, Missin… -1, 9, 998
19
Q9B
Numeric
3
0
Q9b. How … {-1, Missin… -1, 9, 998
20
Q16
Numeric
3
0
Q16. Politic… {-1, Missin… -1, 9, 998
21
Q17A
Numeric
3
0
Q17a. Free… {-1, Missin… -1, 9, 998
22
Q42
Numeric
3
0
Q42. Extent… {-1, Missin… 8 – 998, -1
23
Q43
Numeric
3
0
Q43. Satisf… {-1, Missin… -1, 9, 998
24
Q43A_ARB
Numeric
3
0
Q43a. arb. … {-1, Missin… 8 – 997, -1
25
Q46A
Numeric
3
0
Q46a. Leve… {-1, Missin… 98, 99, -1
26
Q46B
Numeric
3
0
Q46b. Leve… {-1, Missin… 98, 99, -1
27
Q46C
Numeric
3
0
Q46c. Leve… {-1, Missin… 98, 99, -1
28
Q46D
Numeric
3
0
Q46d. Leve… {-1, Missin… 98, 99, -1
29
Q47A
Numeric
3
0
Q47a. Leve… {-1, Missin… 98, 99, -1
30
Q47B
Numeric
3
0
Q47b. Leve… {-1, Missin… 98, 99, -1
31
Q47C
Numeric
3
0
Q47c. Leve… {-1, Missin… 98, 99, -1
32
Q47F_ARB
Numeric
3
0
Q47f.arb. L… {-1, Missin… 99 – 998, -1
33
Q47G_ARB Numeric
3
0
Q47g.arb. … {-1, Missin… 99 – 998, -1
34
Q47H_ARB
Numeric
3
0
Q47h.arb. … {-1, Missin… 99 – 998, -1
35
Q47I_ARB
Numeric
3
0
Q47i.arb. L… {-1, Missin… 99 – 998, -1
36
Q48A
Numeric
3
0
Q48a. Cour… {-1, Missin… 9, 998, -1
37
Q48B
Numeric
3
0
Q48b. Peo… {-1, Missin… 9, 998, -1
38
Q48C
Numeric
3
0
Q48c. Peo… {-1, Missin… 9, 998, -1
39
Q52A
Numeric
3
0
Q52a. How… {-1, Missin… 9, 998, -1
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None
{-1, Missin… -1, 998, 999
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Afrobarometer Dataset C-1.sav
Align
Measure
Role
1
15
Columns
Right
Nominal
Input
2
19
Right
Nominal
Input
3
9
Left
Nominal
Input
4
8
Right
Nominal
Input
5
8
Right
Scale
Input
6
8
Right
Scale
Input
7
8
Right
Ordinal
Input
8
8
Right
Ordinal
Input
9
8
Right
Ordinal
Input
10
8
Right
Ordinal
Input
11
8
Right
Ordinal
Input
12
8
Right
Ordinal
Input
13
8
Right
Ordinal
Input
14
8
Right
Ordinal
Input
15
8
Right
Ordinal
Input
16
8
Right
Ordinal
Input
17
8
Right
Ordinal
Input
18
8
Right
Ordinal
Input
19
8
Right
Ordinal
Input
20
8
Right
Ordinal
Input
21
8
Right
Ordinal
Input
22
8
Right
Ordinal
Input
23
8
Right
Ordinal
Input
24
13
Right
Ordinal
Input
25
8
Right
Scale
Input
26
8
Right
Scale
Input
27
8
Right
Scale
Input
28
8
Right
Scale
Input
29
8
Right
Scale
Input
30
8
Right
Scale
Input
31
8
Right
Scale
Input
32
13
Right
Scale
Input
33
13
Right
Scale
Input
34
13
Right
Scale
Input
35
13
Right
Ordinal
Input
36
8
Right
Ordinal
Input
37
8
Right
Ordinal
Input
38
8
Right
Ordinal
Input
39
8
Right
Ordinal
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Afrobarometer Dataset C-1.sav
Name
Type
Width
Decimals
Label
Values
Missing
40
Q52C
Numeric
3
0
Q52c. How … {-1, Missin… 9, 998, -1
41
Q56E
Numeric
3
0
Q56e. How… {-1, Missin… 9, 998, -1
42
Q59A
Numeric
3
0
Q59a. Trus… {-1, Missin… 997, 9, -1
43
Q59C
Numeric
3
0
Q59c. Trust… {-1, Missin… 997, 9, -1
44
Q59E
Numeric
3
0
Q59e. Trus… {-1, Missin… 9, 998, -1
45
Q59F
Numeric
3
0
Q59f. Trust … {-1, Missin… 997, 9, -1
46
Q59H
Numeric
3
0
Q59h. Trus… {-1, Missin… 9, 998, -1
47
Q73A_ARB
Numeric
3
0
Q73a.arb. … {-1, Missin… 9 – 998, -1
48
Q73B_ARB
Numeric
3
0
Q73b.arb. … {-1, Missin… 9 – 998, -1
49
Q87
Numeric
3
0
Q87. Most … {-1, Missin… -1, 9
50
Q98B
Numeric
3
0
Q98b. Imp… {-1, Missin… -1, 9, 8
51
Q101
Numeric
3
0
Q101. Gen… {-1, Missin… None
52
AGE_COND Numeric
8
0
Age Categ… {1, 18-35}…
53
EDUC_CO… Numeric
8
0
Education … {0, No form… 9
54
LivedPoverty Numeric
6
1
Lived Pover… None
None
55
ECONOMY
Numeric
8
2
Handling of… None
None
56
TRUSTGOVT Numeric
8
2
Trust in Go… None
None
57
INFRASTR… Numeric
8
2
Infrastructu… None
None
58
SCHOOLP… Numeric
8
2
Problems … None
None
59
EMPLOYM… Numeric
8
2
Employme… {.00, Unem… None
60
CELLPHO… Numeric
8
2
Cell Phone… {.00, Do Us… None
61
INTERNET
Numeric
8
2
Internet Us… {1.00, Neve… None
62
PROB_HE… Numeric
8
2
Problems … None
63
DEMOCRA… Numeric
8
2
Democracy… {.00, Not a … None
12/23/23 12:26 PM
8, 9
None
3/4
Afrobarometer Dataset C-1.sav
Align
Measure
Role
40
8
Columns
Right
Ordinal
Input
41
8
Right
Ordinal
Input
42
8
Right
Ordinal
Input
43
8
Right
Ordinal
Input
44
8
Right
Ordinal
Input
45
8
Right
Ordinal
Input
46
8
Right
Ordinal
Input
47
13
Right
Ordinal
Input
48
13
Right
Ordinal
Input
49
8
Right
Nominal
Input
50
8
Right
Ordinal
Input
51
8
Right
Nominal
Input
52
10
Right
Ordinal
Input
53
11
Right
Ordinal
Input
54
16
Right
Scale
Input
55
10
Right
Scale
Input
56
11
Right
Scale
Input
57
16
Right
Scale
Input
58
12
Right
Scale
Input
59
18
Right
Nominal
Input
60
11
Right
Nominal
Input
61
10
Right
Ordinal
Input
62
19
Right
Scale
Input
63
16
Right
Nominal
Input
12/23/23 12:26 PM
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