This dissertation is concerned with the issue of economic fluctuations; the following related topics are analysed: co-integration and the NAIRU hypothesis: the theoretical implications of different classes of models, some implying that the NAIRU is a structural parameter that can only be influenced by supply-side measures, others that the attainable level of unemployment is a function also of demand variables, are first discussed; co-integration techniques (the Engle-Granger and the Johansen procedure) are then used to test the NAIRU hypothesis; the more powerful maximum likelihood method developed by Johansen shows that the unemployment rate is co-integrated with both supply and demand variables only as well as a combination of the two; su...