Categories
SPSS

Calculating a t-test in SPSS

Calculating a t-test in SPSS in order to compare differences between means and/or proportions


What you’ll need variable-wise:

For comparing mean differences between groups: a dichotomous (binary) independent variable and an interval-ratio dependent variable.

For comparing differences in proportions between groups: a dichotomous (binary) independent variable and a dummied dependent variable (i.e. a variable coded 1/0).


The steps in SPSS for calculating a t-test for comparing two independent means or proportions.

  1. Analyze –> compare means –> Independent Sample t-tests
  2. ย move your dependent variableย  (the interval variable for testing means or dummy for testing differences in proportions) ย into the Test Variables box
  3. move the independent (dichotomous) variable into the grouping variable box ร  click on define groups –> type in what the categories of the dichotomous variable are (1 & 0 or 1 & 2 or whatever they are)
  4. Click on options and make sure to tick โ€œexclude cases listwiseโ€ (you can also change the confidence level from 95% to something else
  5. Click OK (or paste if you want to use syntax)

Your Output will look like this:


How these data should be presented in a table in a paper:


To do the same thing using syntax:

*check your work with a crosstab*.
crosstabs marstat by dummarcom.

****************************
* Recoding your variables *
****************************
*create a binary independent variable*.
RECODE MARSTAT (1=1) (2=1) (SYSMIS=SYSMIS) (3 thru 6=0) (ELSE=SYSMIS) INTO DumMarCom.
VARIABLE LABELSย  DumMarCom ‘Dummy for Married/CommonLaw’.


recode CHINHSDC (1 thru 3=1) (0=0) (else=sysmis) (sysmis=sysmis) into dumHasKidsHousehold.
variable labels dumHasKidsHousehold ‘Dummy for Has Kids’.

*check your work with a crosstab*.
crosstabs CHINHSDC by dumHasKidsHousehold .

*explore the interval-ratio variable with a frequency table or descriptive statistics to make sure that missing data is not included in the analyses*.

freq hsdsizec.

********************
* Running t-Tests *
********************
T-TEST GROUPS=DumMarCom(1 0)/MISSING=LISTWISE/VARIABLES=dumHasKidsHousehold HSDSIZEC  /CRITERIA=CI(.95).


Leave a Reply

Your email address will not be published. Required fields are marked *