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Региональные агломерационные эффекты в инновационном развитии стран Европы
In the context of globalization and accelerating digitalization, companies' patent activity has become a key factor in regional economic growth. This paper examines the impact of spatial concentration and interaction effects, as well as government support, on the number of patents filed by technological companies in European regions. The key differences among Marshall, Jacobs, and MAR (Marshall-Arrow-Romer) effects are analyzed in terms of specialization or concentration, types of interactions, and assessment tools. An econometric analysis was conducted using statistical data from 124 regions for the period 2017-2022. The results demonstrate that a significant share of industrial companies exhibit a high level of technological intensity. The COVID-19 pandemic negatively affected the resilience of European industries, leading to disruptions in supply chains and shortages of goods and components. Nonetheless, industries with high innovation intensity experienced faster growth rates. For most European countries, moderate growth in the number of patent applications was observed, reflecting a general interest in innovation. However, large economies such as Germany, Switzerland, and France continue to dominate, while smaller countries display either rapid growth or unstable trends. Agglomeration processes in regions have a positive impact on companies' patent activity. The relationship between these two indicators strengthened during the 2017-2022 period, driven by the creation of favorable environments for innovation and knowledge exchange. In regions where enterprises, research institutions, and skilled labor are concentrated, interactions among companies, universities, and research centers intensify, accelerating the diffusion of ideas and technologies. An increase in the Herfindahl-Hirschman Index, which measures market concentration, leads to a decrease in the number of patent applications in European regions. This can be technically explained by the predominance of large and medium-sized companies in the sample, which are the primary filers of patent applications. However, such growth in market concentration may also reduce competition and resource availability for new entrants, as well as diminish incentives to develop new technologies. Addressing this issue requires fostering competition, creating equal opportunities for startups and small businesses, and incentivizing investment in research activities. Government support has a positive effect on patent activity. The scientific novelty of this study lies in identifying spatial and institutional factors that contribute to enhancing the innovation potential of European regions. The practical significance of the research lies in its potential application for developing policy recommendations aimed at stimulating regional innovation activities.