Suppose you are analysing a dataset that includes responses from a survey measuring

various aspects of job satisfaction for a group of employees.

a$)$ Briefly describe why you will do exploratory factor analysis $($EFA$)$ and not a

confirmatory factor analysis $($CFA$)$ in this context $(3$ marks, $20$ words$)$

b$)$ Using the dataset provided, you are asked to conduct an exploratory factor analysis.

Describe the steps that you will follow to do the analysis. $(4$ marks, $30$ words$)$

c$)$ Which outputs would you look at and how would they help you in decision making as

a manager $(3+3=6,30+30$ words$)$

d$)$ If you plan to extract at least $80\%$ information $($variance$),$ how will you do that in

SPSS$?(2$ marks, $20$ words$)$