SPSS Analysis

Question 1

What are the 3 types of analysis that can be done on SPSS

Answer 1

• Univariate
• Bivariate
• Multivariate

Question 2

SPSS analysis for Nominal question’s

Answer 2

• Central Tendency :Mode
• Univariate Analysis: Frequencies
• Graphic: Pie Chart, Bar Chart

Question 3

SPSS analysis for Ordinal question’s

Answer 3

• Central Tendency :Mode, Median
• Univariate Analysis: Frequencies
• Graphic: Pie Chart, Bar Chart

Question 4

SPSS analysis for Scale question’s

Answer 4

• Central Tendency :Mode, Median, Mean
• Univariate Analysis: Frequencies, Descriptives
• Graphic: Histogram, Boxplot

Question 5

SPSS Test Bivariate: Cross Tabulation

Answer 5

• Nominale and ordinale.
• It used to examine the relationship between two categorical variables by displaying the data in a contingency table (also known as a crosstab). It’s a super useful tool when you want to see how two variables interact — for example, gender and product preference, or education level and voting behavior.

Question 6

SPSS Test Bivariate: Correlation

Answer 6

• 2 scale questions
• This is used when you’re checking the strength and direction of the relationship between two scale (numerical) variables.

Question 7

SPSS Test Bivariate: Regression

Answer 7

• 2 scale questions
• This helps you explore the predictive relationship between two scale (numerical) variables: one independent (predictor) and one dependent (outcome).
• This test tells you how much the independent variable influences the dependent variable

Question 8

SPSS Test Bivariate: Independant sample t-test

Answer 8

• One dichotomous (question with 2 possible answer) Nominal or ordinal
• One scale question
  -This test is used when you want to compare the means of two independent groups on a continuous (scale) dependent variable — to see if the difference between the two group means is statistically significant.

Question 9

SPSS Test Bivariate: Paired sample t-test

Answer 9

• 2 scale or
• One nominal or ordinale and one scale
• This test is used when you want to compare the means of two related (or matched) groups — typically before-and-after measurements from the same participants.

Question 10

SPSS Test Bivariate: Anova

Answer 10

• One multichotomous (question with more than 2 possible answers): Nominal or Ordinal
• And one Scale (Metric)
• To determine whether the means of the scale variable differ significantly across the levels of the categorical variable.