Suppose you are trying to create (i.e., measure) a construct using a 12-item scale. Factor analysis result shows that there are three underlying dimensions (i.e., 3 components/factors). However, your...

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Suppose you are trying to create (i.e., measure) a construct using a 12-item scale. Factor analysis result shows that there are three underlying dimensions (i.e., 3 components/factors). However, your goal is to ignore the factor analysis result and combine the 12 items into one construct. Come up with an example of your own and explain 1 advantage and 1 disadvantage of combining them into one component.
Answered Same DayJul 06, 2021

Answer To: Suppose you are trying to create (i.e., measure) a construct using a 12-item scale. Factor analysis...

Pritam Kumar answered on Jul 07 2021
136 Votes
Factor Analysis
Let the 12 variables for the example be:
· Perseverance
· Diligence
· Initiative

· Self-discipline
· Joyfulness
· Liveliness
· Enthusiasm
· Optimism
· Self-confidence
· Insight
· Courage
· Ideation
We can combine related variables together and have 3 factors such as:
· Determination
· Passion
· Cognizance
These 3 together form a construct such as:...
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