SPSS Analysis of Survey Data: Frequency Tables and ANOVA

This assignment presents an SPSS analysis of survey data, encompassing frequency tables and ANOVA tests to interpret the results. The analysis begins with an introduction and a table of contents. The data is analyzed with frequency tables for gender and ten questions (q1-q10), providing counts, percentages, and cumulative percentages for each response. Each table is followed by an interpretation of the findings. The assignment also includes an ANOVA test to compare the means between groups based on gender. The F-test and significance values are reported and interpreted. Finally, the document concludes with a reference section, citing relevant books and journals used in the analysis.

SPSS
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Table of Contents
INTRODUCTION...........................................................................................................................3
REFERENCES................................................................................................................................4
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INTRODUCTION
Statistics
gender q1 q2 q3 q4 q5 q6
N Valid 30 30 30 30 30 30 30
Missing 0 0 0 0 0 0 0
Mean 1.7333 1.6333 1.6333 1.5333 1.6333 1.8667 1.4333
Std. Deviation .44978 .49013 .49013 .50742 .49013 .34575 .50401
Sum 52.00 49.00 49.00 46.00 49.00 56.00 43.00
Statistics
q7 q8 q9 q10
N Valid 30 30 30 30
Missing 0 0 0 0
Mean 1.7000 1.7667 1.5333 1.9333
Std. Deviation .46609 .43018 .50742 .25371
Sum 51.00 53.00 46.00 58.00
Frequency Table
gender
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 8 26.7 26.7 26.7
2.00 22 73.3 73.3 100.0
Total 30 100.0 100.0
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Interpretation- It can be analysed from data that out of 30 sample, 8 were males and 22 were
female. Also, mean of obtained is 1.73 and SD is .445
q1
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 11 36.7 36.7 36.7
2.00 19 63.3 63.3 100.0
Total 30 100.0 100.0
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Interpretation- Here, mean value obtained is 1.63 and SD is .49. Also, 11 said yes that their
parent or adult act in such way that they might get physically hurt. However, 19 said no for it.
q2
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 11 36.7 36.7 36.7
2.00 19 63.3 63.3 100.0
Total 30 100.0 100.0
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Interpretation- from table it can be interpreted that mean value obtained is 1.63 and SD is .49.
In this 11 said yes that their parent hit so hard that they got injured and 19 said no.
q3
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 14 46.7 46.7 46.7
2.00 16 53.3 53.3 100.0
Total 30 100.0 100.0
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Interpretation- the table shows that mean value is 1.5 ad SD is .50. also, out of 30, 14 said yes
that adult older than 5 years touch them in sexual way and 16 said no for it.
q4
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 11 36.7 36.7 36.7
2.00 19 63.3 63.3 100.0
Total 30 100.0 100.0
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Interpretation- from table it can be identified that mean value is 1.63 and SD is .49. However,
11 said yes that they feel no one I family love them and 19 said no for this statement.
q5
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 4 13.3 13.3 13.3
2.00 26 86.7 86.7 100.0
Total 30 100.0 100.0
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Interpretation- by analysing data it is said that mean 1.86 and SD is .34. it is found that 4 said
yes the feel they have nothing to eat, wear dirty clothes and 26 said no for it.
q6
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 17 56.7 56.7 56.7
2.00 13 43.3 43.3 100.0
Total 30 100.0 100.0
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Interpretation- the mean obtained from it is 1.43 and SD is .50. moreover, 17 said yes their
parents were separated or divorced. But 13 said no for it.
q7
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 9 30.0 30.0 30.0
2.00 21 70.0 70.0 100.0
Total 30 100.0 100.0
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Interpretation- in this, mean value obtained is 1.70 and SD is .46. thus, out of 30, 9 said yes that
parents pushed, grabbed or thrown something to them at power. But 21 said no for this
statement.
q8
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 7 23.3 23.3 23.3
2.00 23 76.7 76.7 100.0
Total 30 100.0 100.0
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Interpretation- Here, mean value obtained is 1.76 and SD is .43. In this 7 participants said yes
that they live with someone who has problem of drinking or taking drugs whereas 23 said no.
q9
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 14 46.7 46.7 46.7
2.00 16 53.3 53.3 100.0
Total 30 100.0 100.0
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Interpretation- the mean value generated is 1.5 and SD is .50. there were 14 respondents who
said yes household members was depressed and did suicide attempt. While 16 said no for it.
q10
Frequency Percent Valid Percent Cumulative
Percent
Valid
1.00 2 6.7 6.7 6.7
2.00 28 93.3 93.3 100.0
Total 30 100.0 100.0
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Interpretation- by analysing the graph it can be said that mean is 1.9 and SD is .25. Here, only 2
participants said yes that their parent go to prison and 28 said no.
F Test
Test of Homogeneity of Variances
gender
Levene Statistic df1 df2 Sig.
.713 1 28 .406
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ANOVA
gender
Sum of Squares df Mean Square F Sig.
Between Groups .039 1 .039 .186 .670
Within Groups 5.828 28 .208
Total 5.867 29
Interpretation- by table it can be stated that significance value obtained is P= .670 that is more
than P= 0.05 It means that alternative hypothesis is accepted. Also, F value is .186 that means
that it is not close to 1. This means that there is variation among group means of gender. Thus,
the variation is more than as expected.
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REFERENCES
Books and journals
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