**5. Methodological approach**

To achieve robust modelling results, we follow a three step approach. First, we cluster the observations with regard to their size. By that, we implicitly assume that small companies have a different production technology than larger ones. Secondly, we perform some theoretical and empirical analyses on the potential variables to develop reasonable inputoutput combinations for our latter modelling. This is then performed in the third subsection on section 5.
