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A detailed guide on how to use SPSS software to analyze the reliability of psychological measurements. It covers various menus and syntax commands to obtain descriptive statistics, frequency histograms, Cronbach's alpha, and item statistics. useful for students in Psychology or related fields who need to analyze survey data using SPSS.
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SPSS Reliability Example
Menus
To obtain descriptive statistics, such as mean, variance, skew, and kurtosis.
Analyze Descriptive Statistics Descriptives
Click the Options button, and check “Variance” under Dispersion and “Kurtosis and Skewness” under
Distribution. Drag over the desired variables
To obtain frequency histograms
Analyze Descriptive Statistics Frequencies
Drag over the desired variables. Click the Charts button, and then check “Histograms” and “Show normal
curve on histogram”
To obtain Cronbach’s alpha and item statistics
Analyze Scale Reliability Analysis
Drag over the desired variables. Click the Statistics button and check “Item,” “Scale,” and “Scale-if-item-
deleted” under Descriptives ; check “Correlations” under Inter-Item , and “Means and Correlations” under
Summaries
Syntax
Output
Statistic Statistic Statistic Statistic Statistic Statistic Statistic Std. Error Statistic Std. Error
N Minimum Maximum Mean Std. Deviation Variance Skewness Kurtosis
w1unw1 unwanted advice
w1unw2 question your
decisions
w1unw3 interfere in
personal matters
w1dwn1 let you down
w1dwn2 ask for too much
help
w1dwn3 fail to give
assistance
w1out1 leave you out
w1out2 forget/ignore you
w1out3 fail spend enough
time w/ you
w1fai1 do thoughtless
things
w1fai2 act angry or upset
with you
w1fai3 act unsympathetic
or critical
Valid N (listwise) 916
Descriptive Statistics
Cumulative
Percent Valid Percent Percent Frequency
Total
Valid
w1unw1 unwanted advice
Cumulative
Percent Valid Percent Percent Frequency
Total
Valid
w1unw2 question your decisions
w1fai3 act
unsympatheti
c or critical
w1fai2 act
angry or upset
with you
w1fai1 do
thoughtless
things
w1out3 fail
spend
enough time
w/ you
w1out
forget/ignore
you
w1out1 leave
you out
w1dwn3 fail to
give
assistance
w1dwn2 ask
for too much
help
w1dwn1 let
you down
w1unw
interfere in
personal
matters
w1unw
question your
decisions
w1unw
unwanted
advice
w1unw1 unwanted advice
w1unw2 question your
decisions
w1unw3 interfere in
personal matters
w1dwn1 let you down
w1dwn2 ask for too much
help
w1dwn3 fail to give
assistance
w1out1 leave you out
w1out2 forget/ignore you
w1out3 fail spend enough
time w/ you
w1fai1 do thoughtless
things
w1fai2 act angry or upset
with you
w1fai3 act unsympathetic
or critical
.466 .513 .547 .538 .549 .545 .536 .577 .536 .693 .820 1.
.496 .531 .515 .527 .551 .497 .551 .560 .501 .720 1.000.
.504 .476 .469 .547 .520 .435 .640 .625 .570 1.000 .720.
.437 .482 .498 .479 .506 .444 .782 .825 1.000 .570 .501.
.492 .530 .506 .565 .590 .480 .837 1.000 .825 .625 .560.
.527 .503 .466 .555 .555 .429 1.000 .837 .782 .640 .551.
.437 .502 .531 .799 .709 1.000 .429 .480 .444 .435 .497.
.528 .591 .567 .757 1.000 .709 .555 .590 .506 .520 .551.
.554 .549 .538 1.000 .757 .799 .555 .565 .479 .547 .527.
.690 .812 1.000 .538 .567 .531 .466 .506 .498 .469 .515.
.760 1.000 .812 .549 .591 .502 .503 .530 .482 .476 .531.
1.000 .760 .690 .554 .528 .437 .527 .492 .437 .504 .496.
Inter-Item Correlation Matrix