Sandra Zapata-aguirre Institución Universitaria Colegio Mayor de Antioquia, Colombia and Kore University of Enna (Italy)   ,   sazagui17@gmail.com             JEL Areas: L9 : Industry Studies: Transportation and Utilities: General C5 : Econometric Modeling: General