Is there skilled-biased technological change in Italian manufacturing? Evidence from firm-level data

The bulk of the literature on the Skill-Biased Technological Change (SBTC) hypothesis has focused on the US and the UK, while evidence on other countries is ‘mixed’. We use firm-level data to test for the presence of SBTC in Italian manufacturing. The interest stems from the fact that Italy is a “late comer” country, suffers a gap in new technologies and has a ‘rigid’ labour market. We estimate employment-share equations using as a skill-ratio two alternative measures, the ratio between white collars and blue collars (WC/BC) and that between graduates and non-graduates (G/NG). We find an unconventional evidence supporting SBTC. First, with the most traditional indicator (WC/BC), a significant effect of R&D is only found when the latter is disaggregated by destination: SBTC mainly runs via process-oriented R&D. Instead, a significant impact of R&D on the skill-ratio is always uncovered with G/NG. Further disaggregations confirm that the impact of R&D is mainly due to incremental process-oriented activities. These results can be easily reconciled with the structural characteristics of Italian manufacturing, where traditional sectors and small and medium sized firms prevail, innovative activities are mainly incremental and the capacity to absorb skilled labour rather limited.