Beatriz P Almeida Federal University of Juiz de Fora   Faculdade de Economia - Campus Universitário São Pedro Juiz de Fora, MG 36036-900 Brazil   beatriz.p.almeida1@gmail.com             JEL Areas: O3 : Technological Change; Research and Development: General R1 : General Regional Economics (includes Regional Data)