¹This selection is based on the rule of thumb proposed by Cooper et al. (2000). The seven used variables could be considered outputs, as they contribute positively to the measure of competitiveness. But in order to have a more discrimination power and a less restrictive constraint regarding the size of the database, some of the variables were converted to inputs with a simple normalization process.