Yes, you can. If you estimate the whole equations "simultaneously," then you are using
Structural Equation Modeling technique. The differences are only "exploratory" and "confirmatory."
One point you have to notice is that when combining these indicators, choose an adquate
algorithm, i.e., prinicipal component or factor analysis. They have different meanings.