I am studying on factors influencing another variable.

There are 7 factors that has scales adapted from other sources.

The variable i am studying required new scale.

The question is when i run my EFA,

what extraction would be the best?

What rotation should i use?

If i have an item that doesn't load in a scale that already has a theory/ model, do i still delete it as it is an important item?

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