When executing factor analysis, the error message "You need to set the number of factors to be less than or equal to the number of variables."

This error occurs when the number of factors is greater than the number of selected variables.

Therefore, the error can be resolved by ensuring that the number of factors is less than the number of selected variables from the analytics settings dialog.