Data Screening Output Wk 3

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Liberty University *

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EDU 201

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Statistics

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Feb 20, 2024

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1 Data Screening Between Group Output Data Screening Output Amanda Fellure Liberty University EDUC 745: I ntermediate Statistics & Research Dr.
2 Data Screening Between Group Output Independent samples of t-test were completed to evaluate whether there was a variance in viewpoints about God in mean of religious and spiritual struggles. The dependent variable transpired by individual thoughts about God. The important difference existed noted in the calculation for I believe there is a God with the mean of: M=1.60 with SD of 0.96. The statement of I familiar with God, but not anymore with a mean of M=1.17, with SD of 0.67, circumstances; t (450) =4.07, p=0.00. This excluded that mental attitude toward about God do influence an Individual belief system about God. The primary screening for this data had suggested that N=637 participant. There was missing data for the calculation of N=98 for RSS-Divine Struggles. The two definite calculation was Religion and Spiritual Struggles-Divine, the same as quantitative variable to explain a person belief in God as a firm variable. A frequency distribution showed that two variables were established to create the percentage of scores for each calculation. A bar char, box plot and Frequency distribution for Belief in God was demonstrated as 55.4% equaling out to 353 individual which believed there was a God meanwhile 13.7% shown that they believed sometimes. The ranges documented were 13.7 to 55.4%. RSS-Divine Struggles varied from 0.2 to 59.6 most of the group chosen 1 as their top choice. Descriptive statistics was demonstrated in the assessment of Belief of God showing a mean of 1.91 and standard deviation of 1.15 meanwhile Religious and Spiritual Struggles-Divine demonstrated had a mean of 1.58 and standard deviation of 0.96. A boxplot was applied to reveal an extreme score, outliners. The solutions were not significant because the levels seemed not to be comparable. There occurred to be numerous outliners for the statement I used to believe there was a God but not anymore. Also, the statement I sometimes believe in God. Both statements demonstrated different in the means.
3 Data Screening Between Group Output Frequencies Statistics Please Choose the Answer that best describe your relationship with God. RSS-Devine Struggles N Valid 637 539 Missing 0 98 Frequency Table In this area choose and choose the answer that describes your faith. Frequency Percent Valid Percent Cumulative % I believe God exist. 353 55.4 55.4 55.4 I rarely believe God exist 87 13.7 13.7 69.1 I sometimes believe God exist 100 15.7 15.7 84.8 I believe there is higher power but not in God. 97 15.2 15.2 100.0
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4 Data Screening Between Group Output Total 637 100.0 100.0 RSS Spirit Struggles. Valid Frequency Percent Valid Percent Cumulative % 1.00 321 50.4 59.6 59.6 1.20 27 4.2 5.0 64.6 1.40 22 3.5 4.1 68.6 1.60 23 3.8 4.3 72.9 1.80 16 2.5 3.0 75.9 2.00 19 3.0 3.5 79.4 2.20 11 1.7 2.0 81.4 2.40 9 1.4 1.7 83.1 2.60 11 1.7 2.0 85.2 2.80 11 1.7 2.0 87.2 3.00 12 1.9 2.2 89.4 3.20 8 1.3 1.5 90.9 3.40 9 1.4 1.7 92.6 3.50 1 2 2 92.8 3.60 10 1.6 1.9 94.6 3.80 3 5 6 95.2 4.00 11 1.7 2.0 97.2 4.20 5 8 9 98.1 4.40 2 3 4 98.5 4.80 1 2 2 98.7
5 Data Screening Between Group Output 5.00 7 1.1 1.3 100.0 Total 539 84.6 100.0 Missing System 98 15.4 Total 637 100.0
6 Data Screening Between Group Output
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7 Data Screening Between Group Output Graph
8 Data Screening Between Group Output Descriptive
9 Data Screening Between Group Output Case Processing Summary Please Choose the Answer that Best Describes your belief in God. Valid Case Missing. Total N Percent N Percent N Percent RSS-Divine Struggles I believe there is a God. 352 99.7 1 0.3% 353 100% I sometimes believe there is a God. 87 100.0% 0 0.0% 87 100% I used to believe there was a God but do not anymore 100 100.0% 0 0.0% 100 100%
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10 Data Screening Between Group Output RSS-Divine Struggles Independent t-Test
11 Data Screening Between Group Output Group Statistics Please Choose the answer that best describes your belief in God. Rss-Divine Struggles N Mean Std. Dev. Std. Error Mean I believe there is a God 352 1.6028 .95987 .05116 I used to believe there was a God but do not anymore 100 1.1860 .67285 0.6729 Independent Samples Test RSS-Divine Struggle F. Sig t. df. Sig. (2-tailed). Mean Std. Error Lower and Upper Equal Variance Assumed 34.844 .000 4.067 450 .000 .41684 .10250 .21539 .61829 Equal Var. not assumed 4.931 225.324 .000 .41684 .08453 .25028 .58341 Univariate Analysis of Variance 95% Conf. Inter. Of Diff t-test for Eq. of Means Leven’s Test for Equality of Variance
12 Data Screening Between Group Output Between-Sub. Factors Value Label N Please Choose the Answer that best Describes your belief in God. 1. I believe there is a God. 352 I sometimes believe there is a God. 87 2 3 I used to believe There was a God but 100 do not anymore. Descriptive Statistics Dependent Variable: RSS-Divine Struggles Please choose the answer that best describes your belief in God. Mean St. Dev. N I believe there is God 1.6028 .95987 352 I sometimes believe there is a God. 1.9184 1.08965 87 I used to believe there was a God but do not anymore. 1.1860 .6725 100 Total 1.5764 .9616 539 Tests of Between-Subjects Effects Dependent Var.:RSS-Divine Struggles Source Type III Sum of Squares df. Mean Sq. F Sig. Corrected Model 25.633 α 2 12.831 14.623 .000 Intercept 910.536 1 910.536 1037.674 .000 God 25.662 2 12.831 14.623 .000
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13 Data Screening Between Group Output Error 470.328 536 .877 Total 1835.490 539 Corr. Total 495.991 538 a. R Squared=.052 (Adjusted R Squared=.048) Post HOC Tests Please choose the answer that best describes your belief in God.
14 Data Screening Between Group Output
15 Data Screening Between Group Output Graph
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16 Data Screening Between Group Output
17 Data Screening Between Group Output Box Plot Please choose the answer that best describes your belief in God. RSS-Divine Struggles DATA SCREENING 7
18 Data Screening Between Group Output Independent t-Test DATA SCREENING 8
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19 Data Screening Between Group Output Univariate Analysis of Variance Post Hoc Tests Please choose the answer that best describes your belief in God.
20 Data Screening Between Group Output DATA SCREENING 9 Homogeneous Subsets
21 Data Screening Between Group Output
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