Technology-specific Production Functions

We rely on mixture models to estimate technology-specific production functions avoiding any type
of ex-ante assumption on the degree of technological sharing across firms and leaving the number
of available technologies unconstrained. Internationally comparable firm-level data are used, to
potentially capture all possible technologies available worldwide. Differently from conventional
TFP estimates, where the terms “TFP", “productivity" and “technology" are often used
interchangeably, our approach enables us to isolate the contribution to labour productivity
stemming from technology (i.e. between-technology TFP) from the contribution associated to
idiosyncratic productivity shocks not related to technology (i.e. within-technology TFP). While we
find the former to be much larger than the latter in most sectors, the relative role of these two
dimensions varies considerably across firms, being often reversed. We also find that the firm-level
gaps are non-linearly correlated with the international flows of technology, as measured by the
OECD country-sector technology payments and receipts. In particular, we show higher incoming
(outcoming) flows of technology to be associated to higher (lower) average and dispersion of the
between-technology TFP gaps. This stresses the growing importance of the availability of
internationally comparable data in dealing with the technological dimension of firm-level
productivity.