When selecting variables to serve as surrogate variables,you should look for the variable with the highest loading on a factor.

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Surrogate variables are chosen based on their correlation with the underlying factor or construct that you are trying to measure. Therefore, you want to select the variable that has the highest loading on that factor, as it is most closely related to the construct of interest.

When Selecting Variables to Serve as Surrogate Variables,you Should Look