European productivity shock. e focus lies on the national and county level (including 402 counties). As the e ects on regional … that the "Hartz IV-Reform" and the German productivity contributes positively to the decline of unemployment, whereas the … increase in Eastern European productivity is only responsible for a minor increase in unemployment. …