spss training @ ftsm - day 2

8/18/2019 Spss Training @ Ftsm - Day 2

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SPSS

Easy Guide

(t-test andANOVA)

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Refer the module in this page


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Research Question/ Hypotheses

! Is there any difference of data analysis attitude between male and female

(gender) students?

! Is there any difference of data analysis attitude between malay, chinese,

indian and others (race) students?

!

Is there any differenece of data analysis attitude (pre post) before and

after SPSS training?

! Is there any relationship of data analysis attitude and experience duration

of using SPSS software?

! Is there any the impact of experience duration of using SPSS software

towards data analysis attitude?


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Normality Test

! Data analysis attitude (pre and post)

! Experience duration of using SPSS software

!

Data analysis attitude (male and female)

! Data analysis attitude (malay, chinese, indian

others)

What to test??


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Sig-p>0.05 Normal

PostAtt? – Not Normal

test skewness Kurtosis


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Stat/Std Error -2.5 to +2.5

(normal)

Skewness = -1.03Kurtosis = -1.28


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Pre(male) post (female) – not normal

test skewness kurtosis


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Stat/Std Error

-2.5 to +2.5

(normal)


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Repeat the

same thing

for Race

Sig-p>0.05 Normal


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Normality Test

! Data analysis attitude (pre and post)

! Experience duration of using SPSS software

!

Data analysis attitude (male and female)

! Data analysis attitude (malay, chinese, indian

others)

Normal

so can proceed

Parametric Test


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Research Question/ Hypotheses

! Is there any difference of data analysis attitude between male

and female students?

Independent t-test

! Is there any difference of data analysis attitude between

malay, chinese, indian and others students? Anova

! Is there any differenece of data analysis attitude before and

after SPSS training? paired t-test

! Is there any relationship of data analysis attitude and

experience duration of using SPSS software? Pearson

!

Is there any the impact of experience duration of using SPSS

software towards data analysis attitude? Regression


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T-test(independent)


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! Is there any difference of data analysis

attitude between male and female

(gender)students?

#

data analysis attitude (numerical)

# gender – male vs female (categorical – 2

group)

COMPARISON


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Levene’s Test sig>0.05 focus on sig(2-tailed) row equal variance assumed

If sig (2-tailed) < 0.05 difference

Report:

Result shows that there is a significance difference of data analysis attitude (pre)

between male and female students, p


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Report:

Result shows that there is a significance difference of data analysis attitude (post)

between male and female students, p


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T-test(paired)


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! Is there any differenece of data analysis

attitude before and after SPSS training?

# data analysis attitude (numerical)

#

BEFORE (PRE) VSAFTER (POST)SPSS

TRAINING (TREATMENT)

# SAME SAMPLE/RESPONDENT (PRE AND

POST)

COMPARISON


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Report:

Result shows that there is a significance difference of data analysis attitude before

and after SPSS training, p


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One-WayANOVA


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! Is there any difference of data analysis

attitude betweenmalay, chinese, indian

and others students?

#

data analysis attitude (numerical)

# race – malay, chinese, indian and others

(categorical – > 2 group)

COMPARISON


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Sig-p>0.05 (homogeneity group)

can proceed ANOVA

Sig-p


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Report:

Result shows that there is a significance difference of data

analysis attitude betweenmalay, chinese, indian and others

students with F(3,8)=7.76, p


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Report:

Based on the plot graph, data

analysis attitude of Chinese

students (M=3.55, SD=0.42) is

the highest followed by Indian

(M=3.00, SD=0.00), others

(M=2.07, SD=0.00) and Malay

(M=1.97, SD=0.62)


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spss training @ ftsm - day 2

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