Tulio A. Cravo Pontifical Catholic University   Avenida Ipiranga, Campus PUCRS Porto Alegre, RS 90619900 Brazil   tulio.cravo@pucrs.br             JEL Areas: R1 : General Regional Economics (includes Regional Data) O : Economic Development, Technological Change, and Growth