This paper examines the dynamic interaction between R&D and market structure in a horizontally differentiated market framework. Firms invest in R&D to modify the level of differentiation of their products, increasing their specialization and their market power. The invested resources in research...

The Bank of Italy quarterly econometric model (BIQM) is a large-scale ‘semi structural' macro-econometric model. It tries to strike the right balance between theoretical rigour and statistical fit to the data. This paper provides an update of the features and the properties of the model,...

We apply a growth accounting approach to estimate the contribution to potential output growth in Italy by firms with different characteristics. We do so by exploiting time series obtained by aggregating individual firm data. Results show that during the double-dip recession smaller firms...

This paper provides measures of credit rationing in the market of term loans to Italian non-financial firms. We identify non-price allocations of credit by exploiting a unique bankfirm dataset of more than 5 million observations, which matches the quantity and the cost of credit available from...

I estimate potential output growth using a production function approach applied to individual firm-level data for Italy. The dataset includes 360,000 non-financial corporations over the period 2004-15. I compare these estimates with those obtained from aggregate data, with a view to extracting...