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Patterns of Combined ICT Use and Innovation in the European Regions

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  • Margarita Billon
  • Fernando Lera-Lopez
  • Rocío Marco

Abstract

This article investigates the existence of combined patterns of regional innovation and the information and communication technologies (ICT) use, and the factors explaining them at a regional level in the European Union (EU). The use of canonical correlation analysis (CCA) allows us to identify two differentiated patterns of regional innovation and ICT use. The main pattern is defined by those regions combining high levels of ICT use and innovation. This pattern is mostly explained by institutional factors, such as the quality of government, and by region-specific characteristics, such as total employment in knowledge-intensive services, total research and development (R&D), lifelong learning (LifeLong), and gross domestic product (GDP). We also identified a second pattern that corresponds with regions showing strong disparities between innovation and ICT use levels. This pattern is mainly determined by R&D and by institutional variables such as government quality and fiscal decentralization. Our findings shed light on the factors that jointly explain innovation and ICT diffusion, and could be useful in the design of innovation and ICT diffusion policies at both regional and national levels.

Suggested Citation

  • Margarita Billon & Fernando Lera-Lopez & Rocío Marco, 2017. "Patterns of Combined ICT Use and Innovation in the European Regions," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 20(1), pages 28-42, January.
    • Handle: RePEc:taf:ugitxx:v:20:y:2017:i:1:p:28-42
    DOI: 10.1080/1097198X.2017.1280302
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    Cited by:

    1. Simplice A. Asongu & Stella-Maris I. Orim & Rexon T. Nting, 2019. "Terrorism and Social Media: Global Evidence," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 22(3), pages 208-228, July.
    2. Grigorie Elena Iulia & Talaban Catrinel Delia, 2024. "How Advanced Technologies Shape the Insurance Market: Statistical Insights at the European Union Level," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 2766-2775.
    3. Lucendo-Monedero, Ángel Luis & Ruiz-Rodríguez, Francisca & González-Relaño, Reyes, 2023. "The information society and socio-economic sustainability in european regions. Spatio-temporal changes between 2011 and 2020," Technology in Society, Elsevier, vol. 75(C).
    4. Gasanov, Oscar, 2022. "Влияние Цифровизации На Экономику России [The impact of digitalization on the Russian economy]," MPRA Paper 119772, University Library of Munich, Germany, revised 30 Jun 2022.
    5. Fernández-Bonilla, Fernando & Gijón, Covadonga & De la Vega, Bárbara, 2022. "E-commerce in Spain: Determining factors and the importance of the e-trust," Telecommunications Policy, Elsevier, vol. 46(1).
    6. Congbo Chen & Azhong Ye, 2021. "Threshold Effect of the Internet on Regional Innovation in China," Sustainability, MDPI, vol. 13(19), pages 1-13, September.
    7. Ruiz-Rodríguez, Francisca & Lucendo-Monedero, Angel Luis & González-Relaño, Reyes, 2018. "Measurement and characterisation of the Digital Divide of Spanish regions at enterprise level. A comparative analysis with the European context," Telecommunications Policy, Elsevier, vol. 42(3), pages 187-211.

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