SPSS Reliability Analysis for Psychological Measurement: A Step-by-Step Guide, Study notes of Statistics

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.

Typology: Study notes

2021/2022

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Psy 495 Psychological Measurement, Spring 2017 1
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 Correlationsunder Inter-Item, and Means and Correlationsunder
Summaries
Syntax
*Example of Cronbach's alpha.
get file='c:\jason\spsswin\negex\wave1\wave1.sav'.
*Get file retrieves data file, but can open with windows
* This location is default location of downloads on lab comptuers
get FILE='C:\Users\newsomj\Downloads\ias.sav'.
*use EXECUTE. *afterward or a statistical procedure to execute get file command.
*I did not need a recode, so the following example is commented out.
* recode q4 q5 q10 (1=7) (2=6) (3=5) (4=4) (5=3) (6=2) (7=1) into q4r q5r q10r.
frequencies vars= w1unw1 w1unw2 w1unw3 w1dwn1 w1dwn2 w1dwn3 w1out1
w1out2 w1out3 w1fai1 w1fai2 w1fai3
/histogram=normal.
descriptives vars=w1unw1 w1unw2 w1unw3 w1dwn1 w1dwn2 w1dwn3 w1out1
w1out2 w1out3 w1fai1 w1fai2 w1fai3
/statistics=default variance skew kurtosis.
reliability variables=w1unw1 w1unw2 w1unw3 w1dwn1 w1dwn2 w1dwn3 w1out1
w1out2 w1out3 w1fai1 w1fai2 w1fai3
/scale(nse)=w1unw1 to w1fai3
/statistics=correlations scale
/summary=means corr total.
Output
pf3
pf4
pf5

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Psy 495 Psychological Measurement, Spring 2017 1

SPSS Reliability Example

Menus

To obtain descriptive statistics, such as mean, variance, skew, and kurtosis.

AnalyzeDescriptive StatisticsDescriptives

Click the Options button, and check “Variance” under Dispersion and “Kurtosis and Skewness” under

Distribution. Drag over the desired variables

To obtain frequency histograms

AnalyzeDescriptive StatisticsFrequencies

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

AnalyzeScaleReliability 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

*Example of Cronbach's alpha.

get file='c:\jason\spsswin\negex\wave1\wave1.sav'.

*Get file retrieves data file, but can open with windows

* This location is default location of downloads on lab comptuers

get FILE='C:\Users\newsomj\Downloads\ias.sav'.

*use EXECUTE. *afterward or a statistical procedure to execute get file command.

*I did not need a recode, so the following example is commented out.

* recode q4 q5 q10 (1=7) (2=6) (3=5) (4=4) (5=3) (6=2) (7=1) into q4r q5r q10r.

frequencies vars= w1unw1 w1unw2 w1unw3 w1dwn1 w1dwn2 w1dwn3 w1out

w1out2 w1out3 w1fai1 w1fai2 w1fai

/histogram=normal.

descriptives vars=w1unw1 w1unw2 w1unw3 w1dwn1 w1dwn2 w1dwn3 w1out

w1out2 w1out3 w1fai1 w1fai2 w1fai

/statistics=default variance skew kurtosis.

reliability variables=w1unw1 w1unw2 w1unw3 w1dwn1 w1dwn2 w1dwn3 w1out

w1out2 w1out3 w1fai1 w1fai2 w1fai

/scale(nse)=w1unw1 to w1fai

/statistics=correlations scale

/summary=means corr total.

Output

Psy 495 Psychological Measurement, Spring 2017 2

Frequencies

Frequency Table

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

Psy 495 Psychological Measurement, Spring 2017 4

N of Items

Cronbach's

Alpha Based

on

Standardized

Items

Cronbach's

Alpha

Reliability Statistics

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

N of Items

Variance

Maximum /

Mean Minimum Maximum Range Minimum

Item Means

Inter-Item Correlations

Summary Item Statistics

Psy 495 Psychological Measurement, Spring 2017 5

Cronbach's

Alpha if Item

Deleted

Squared

Multiple

Correlation

Corrected

Item-Total

Correlation

Scale

Variance if

Item Deleted

Scale Mean if

Item Deleted

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

Item-Total Statistics