Produce a CROSSTAB for the variables DEGREE and MARHOMO. Before conducting the analyses, reverse code MARHOMO into R_MARHOMO so that 1 = Strongly Disagree; 2 = Disagree; 3 = Neither Agree nor Disagree; 4 = Agree; and 5 = Strongly Agree. Then, examine the relationship between these variables by testing both statistical significance and strength of association. Use chi-square for significance and choose the appropriate measures fo

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Produce a CROSSTAB for the variables DEGREE and MARHOMO. Before conducting the analyses, reverse code MARHOMO into R_MARHOMO so that 1 = Strongly Disagree; 2 = Disagree; 3 = Neither Agree nor Disagree; 4 = Agree; and 5 = Strongly Agree. Then, examine the relationship between these variables by testing both statistical significance and strength of association. Use chi-square for significance and choose the appropriate measures for strength of association (Phi, Cramer’s V, Lambda, or Gamma). Set alpha to .05.

State the null and research hypotheses:

H0:

H1:

What is the obtained chi-square value?

What is the significance level (p-value) for the obtained chi-square?

Should we reject or fail to reject the null hypothesis?

Is there a statistically significant relationship between these variables?

Which measure of association would be most appropriate for these variables?

What is the value of the measure of association?

Interpret your findings by explaining in full sentences whether there is a statistically significant relationship or not and the strength of the relationship. Also explain any patterns you see in the percentages:

Directional Measures
Asymptotic
Approximate
Value
Standard Egror
Approximate T
Significance
Nominal by Nominal
Lambda
Symmetric
.000
.000
R's highest degree Dependent
.000
.000
Homosexuals should have
.000
.000
right to magyReceded
Dependent
Goodman and Kruskal tau
R's highest degree Dependent
.005
.001
.000°
Homosexuals should have
.009
.002
.000€
right to mary Receded
Dependent
a. Not assuming the null hypothesis.
b. Cannot be computed because the asymptotic standard error equals zero.
c. Based on chi-square approximation
Symmetric Measures
Asymptotic
Approximate
Value
Standard Error Approximate To
Significance
Nominal by Nominal
Phi
.158
.000
Cramer's V
079
.000
Ordinal by Ordinal
Gamma
.181
.024
7.398
.000
N of Valid Cases
2834
a. Not assuming the null hypothesis.
b. Using the asymptotic standard error assuming the null hypothesis.
(Ctrl) -
Transcribed Image Text:Directional Measures Asymptotic Approximate Value Standard Egror Approximate T Significance Nominal by Nominal Lambda Symmetric .000 .000 R's highest degree Dependent .000 .000 Homosexuals should have .000 .000 right to magyReceded Dependent Goodman and Kruskal tau R's highest degree Dependent .005 .001 .000° Homosexuals should have .009 .002 .000€ right to mary Receded Dependent a. Not assuming the null hypothesis. b. Cannot be computed because the asymptotic standard error equals zero. c. Based on chi-square approximation Symmetric Measures Asymptotic Approximate Value Standard Error Approximate To Significance Nominal by Nominal Phi .158 .000 Cramer's V 079 .000 Ordinal by Ordinal Gamma .181 .024 7.398 .000 N of Valid Cases 2834 a. Not assuming the null hypothesis. b. Using the asymptotic standard error assuming the null hypothesis. (Ctrl) -
R's highest degree Homosexuals should have right to marry_Recoded Crosstabulation
Homosexuals should have right to marry_Recoded
Strongly
Disagree
Neither Agree
Disagree nor Disagree
Strongly
Agree
Agree
Total
R's highest degree LT HIGH SCHOOL Count
50
45
30
53
145
323
% within Homosexuals
should have right to
marry_Recoded
16.2%
20.2%
13.5%
11.4%
9.0%
11.4%
HIGH SCHOOL
Count
174
118
118
239
799
1448
% within Homosexuals
should have right to
marry_Recoded
56.3%
52.9%
52.9%
51.5%
49.5%
51.1%
JUNIOR COLLEGE Count
18
17
16
44
121
216
% within Homosexuals
5.8%
7.6%
7.2%
9.5%
7.5%
7.6%
should have right to
marry_Recoded
BACHELOR
Count
51
25
43
78
333
530
% within Homosexuals
16.5%
11.2%
19.3%
16.8%
20.6%
18.7%
should have right to
marry_Recoded
GRADUATE
Count
16
18
16
50
217
317
% within Homosexuals
5.2%
8.1%
7.2%
10.8%
13.4%
11.2%
should have right to
marry_Recoded
Total
Count
309
223
223
464
1615
2834
% within Homosexuals
should have right to
marry_Recoded
100.0%
100.0%
100.0%
100.0%
100.0%
100.0%
Chi-Square Tests
Asymptotic
Significance
(2-sided)
Value
df
Pearson Chi-Square
70.792*
16
.000
Likelihood Ratio
71.595
16
.000
Linear-by-Linear
Association
51.983
1
.000
N of Valid Cases
2834
a. O cells (0.0%) have expected count less than 5. The
minimum expected count is 17.00.
Transcribed Image Text:R's highest degree Homosexuals should have right to marry_Recoded Crosstabulation Homosexuals should have right to marry_Recoded Strongly Disagree Neither Agree Disagree nor Disagree Strongly Agree Agree Total R's highest degree LT HIGH SCHOOL Count 50 45 30 53 145 323 % within Homosexuals should have right to marry_Recoded 16.2% 20.2% 13.5% 11.4% 9.0% 11.4% HIGH SCHOOL Count 174 118 118 239 799 1448 % within Homosexuals should have right to marry_Recoded 56.3% 52.9% 52.9% 51.5% 49.5% 51.1% JUNIOR COLLEGE Count 18 17 16 44 121 216 % within Homosexuals 5.8% 7.6% 7.2% 9.5% 7.5% 7.6% should have right to marry_Recoded BACHELOR Count 51 25 43 78 333 530 % within Homosexuals 16.5% 11.2% 19.3% 16.8% 20.6% 18.7% should have right to marry_Recoded GRADUATE Count 16 18 16 50 217 317 % within Homosexuals 5.2% 8.1% 7.2% 10.8% 13.4% 11.2% should have right to marry_Recoded Total Count 309 223 223 464 1615 2834 % within Homosexuals should have right to marry_Recoded 100.0% 100.0% 100.0% 100.0% 100.0% 100.0% Chi-Square Tests Asymptotic Significance (2-sided) Value df Pearson Chi-Square 70.792* 16 .000 Likelihood Ratio 71.595 16 .000 Linear-by-Linear Association 51.983 1 .000 N of Valid Cases 2834 a. O cells (0.0%) have expected count less than 5. The minimum expected count is 17.00.
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