Blanco was born in Santiago de los Caballeros and studied law at the University of Santa Dominigo. He went into politics in the 1960's after the dictator Rafael Leónidas Trujillo was murdered. He joined a social democratic party, the Partido Revolucionario Dominicano (PRD). Blanco became leader of the party and won the 1982 presidential election.