How do regions develop and evolve along their productive and technological path is a central question
in many scientific fields from international economics, to economic geography, from public policy to
regional science. Within an evolutionary perspective, we believe that, in general, a given region is most
likely to develop new industries or new technologies closer to its pre-existing specialization. Our research
builds on an empirical stream of literature, started by Hausmann and Klinger (2007) and Hidalgo et al.
(2007), aimed at tracing the world evolution of industrial specialisation, at the country level, following the
evolution of export portfolios. We refocus this line of analysis on the regional European
technology/knowledge space along the research avenue started by Kogler et al. (2017). We aim at
investigating the pattern and the evolution of regional specialisation in the most innovative EU countries in
terms of the interaction of three factors: (i) endogenous processes of knowledge recombination and localised
technological change, (ii) exogenous technological paradigm shifts and (iii) trans-regional spatial and
technological spillovers and networking dynamics.
More specifically, our paper maps the technological trajectories of 198 EU regions over the period
1986-2010 by using data on 121 patent sectors at the NUTS2 level for the 11 most innovative European
countries, plus Switzerland and Norway. We map the knowledge space following two distinct and
complementary approaches: a micro-level one, based on co-classification information contained in patent
documents (as in Engelsman and Van Raan, 1992; Kogler et al., 2017), and a macro-level one, based on
conditional co-specialisations of regions in the same patent classes (as in Hidalgo et al., 2007). These two
representations of the knowledge space serve as reference bases for understanding the evolution of regional
technological specialization, being measured in terms of the sector-region relative technological advantage
(RTA), and for modelling its dynamics as a function of spatial, technological and socio-cognitive proximity.
The results show a significant path dependence in the evolution of the regional technological
specialisation, whose changes are significantly shaped mostly by phenomena of localised technological
change and recombinant innovation. We also find evidence of a significant role played by spillovers and
neighbourhood effects in the form of geographic and technological spillovers.
|Title of host publication||DISEIS WP Series|
|Number of pages||25|
|Publication status||Published - 2019|
|Name||DISEIS WORKING PAPER SERIES|