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Innovation and ICT use in the EU: an analysis of regional drivers

Author

Listed:
  • Margarita Billon

    (Autonomous University of Madrid)

  • Rocio Marco

    (Autonomous University of Madrid)

  • Fernando Lera-Lopez

    (Public University of Navarra)

Abstract

Innovation and the use of information and communication technologies (ICT) are key areas for the European Cohesion Policy. Studies available at the regional level explore innovation and ICT use incorporating different variables, while those investigating ICT use mainly focus on that of households. This paper investigates the existence of common factors for innovation and ICT at the regional level, considering not only ICT use by households but also that of firms. Using factorial and spatial regression analysis, we find that although ICT use and innovation are mainly explained by different variables, knowledge-intensive services and the percentage of population aged 15–64 are common to all of them. In addition, ICT use by households and ICT use by firms are basically driven by different factors. Government quality is the main factor explaining ICT use at home, while ICT use by firms is mostly driven by employment in knowledge-intensive services. R&D is the main variable explaining innovation. We also find positive spatial effects, which are particularly notable in ICT use by households. The results stress the importance of promoting specialization strategies based on the knowledge economy that may contribute to creating synergies between innovation and ICT use in different environments.

Suggested Citation

  • Margarita Billon & Rocio Marco & Fernando Lera-Lopez, 2017. "Innovation and ICT use in the EU: an analysis of regional drivers," Empirical Economics, Springer, vol. 53(3), pages 1083-1108, November.
    • Handle: RePEc:spr:empeco:v:53:y:2017:i:3:d:10.1007_s00181-016-1153-x
    DOI: 10.1007/s00181-016-1153-x
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    4. Rudra P. Pradhan & Ajoy K. Sarangi & Ashim Sabat, 2022. "The effect of ICT development on innovation: evidence from G-20 countries," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 12(2), pages 361-371, June.
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    6. N. A. Kravchenko & S. R. Khalimova & A. I. Ivanova, 2021. "Regional Factors in the Development of the ICT Sector in Russia," Regional Research of Russia, Springer, vol. 11(1), pages 91-100, January.

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    More about this item

    Keywords

    ICT; Internet; Patents; Households; Firms; European regions;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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