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What drives the capacity to integrate Industry 4.0 technologies? Evidence from European R&D projects

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  • Alessandro Muscio
  • Andrea Ciffolilli

Abstract

Industry 4.0 is a word that identifies innovative technologies, processes and products, typical of a Fourth Industrial Revolution characterised by a massive and pervasive use of interdependent digital technologies and the rise of cyber-physical spaces or smart factories. European Member States are committed to adapting their innovation systems in order to be able to benefit from Industry 4.0 and the European Commission is also facing the challenge of putting less advanced regions in a position to do so. However, little is known about the drivers of the capacity to compete in the domain of Industry 4.0 by integrating different enabling technologies at the regional level. On the basis of data on regional participation in the 7th European Framework Programme for research and technological development, we investigate the factors underlying the capacity to compete by integrating Industry 4.0 enabling technologies. The evidence shows that EU funding, centrality in research networks and interregional cooperation all play a significant role in technology integration, and these results have important policy implications.

Suggested Citation

  • Alessandro Muscio & Andrea Ciffolilli, 2020. "What drives the capacity to integrate Industry 4.0 technologies? Evidence from European R&D projects," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 29(2), pages 169-183, February.
    • Handle: RePEc:taf:ecinnt:v:29:y:2020:i:2:p:169-183
    DOI: 10.1080/10438599.2019.1597413
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    Cited by:

    1. Mario Benassi & Elena Grinza & Francesco Rentocchini, 2020. "The rush for patents in the Fourth Industrial Revolution," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(4), pages 559-588, December.
    2. Daniele Archibugi & Rinaldo Evangelista & Antonio Vezzani, 2021. "Centripetal and centrifugal forces in technological activities: linking regional innovation performances to EU Science & Technology policies," Working Papers 47, Birkbeck Centre for Innovation Management Research, revised Jan 2021.
    3. Qi Xu & Salim Khan, 2023. "How Do R&D and Renewable Energy Consumption Lead to Carbon Neutrality? Evidence from G-7 Economies," IJERPH, MDPI, vol. 20(5), pages 1-15, March.
    4. Margherita Russo & Annalisa Caloffi & Ana Colovic & Pasquale Pavone & Saverio Romeo & Federica Rossi, 2021. "Mapping the distribution of Internet of Things competences across European regions," Working Papers 57, Birkbeck Centre for Innovation Management Research, revised Dec 2021.
    5. Matteo Laffi & Ron Boschma, 2022. "Does a local knowledge base in Industry 3.0 foster diversification in Industry 4.0 technologies? Evidence from European regions," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 5-35, February.
    6. Daniele Archibugi & Rinaldo Evangelista & Antonio Vezzani, 2022. "Regional Technological Capabilities and the Access to H2020 Funds," Journal of Common Market Studies, Wiley Blackwell, vol. 60(4), pages 926-944, July.
    7. Christoph March & Ina Schieferdecker, 2021. "Technological Sovereignty as Ability, Not Autarky," CESifo Working Paper Series 9139, CESifo.
    8. Margherita Russo & Annalisa Caloffi & Ana Colovic & Pasquale Pavone & Saverio Romeo & Federica Rossi, 2022. "Mapping regional strengths in a key enabling technology: The distribution of Internet of Things competences across European regions," Papers in Regional Science, Wiley Blackwell, vol. 101(4), pages 875-900, August.
    9. Kebir Mohammed Jemal & Marzhan Kabzhassarova & Ramazan Shaimkhanov & Dinara Dikhanbayeva & Ali Turkyilmaz & Serdar Durdyev & Ferhat Karaca, 2023. "Facilitating Circular Economy Strategies Using Digital Construction Tools: Framework Development," Sustainability, MDPI, vol. 15(1), pages 1-16, January.
    10. Sanja Tisma & Karolina Horvatincic & Iva Tolic & Anamarija Farkas, 2019. "Strengthening The Research Of Key Enabling Technologies For New Innovations," Economic Review: Journal of Economics and Business, University of Tuzla, Faculty of Economics, vol. 17(2), pages 67-75, November.
    11. David Sloan & Alan C. Mikkelson & Sebastian Vaduva, 2020. "The Importance of Mentorship in Diminishing Workaholism 1030 and Increasing Heavy Work Investment: Evidence from the United States," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 22(Special 1), pages 1030-1030, November.
    12. Sirio Cividino & Gianluca Egidi & Ilaria Zambon & Andrea Colantoni, 2019. "Evaluating the Degree of Uncertainty of Research Activities in Industry 4.0," Future Internet, MDPI, vol. 11(9), pages 1-21, September.
    13. Cristian Barra & Nazzareno Ruggiero, 2023. "Quality of Government and Types of Innovation—Empirical Evidence for Italian Manufacturing Firms," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1749-1789, June.
    14. Savastano Marco & Spremić Mario & Stojcic Nebojsa & Gobbi Laura, 2024. "Digital economy: towards a conceptual research framework based on bibliometric and in-depth analyses," Management & Marketing, Sciendo, vol. 19(2), pages 275-306.
    15. Amir Mehdiabadi & Mariyeh Tabatabeinasab & Cristi Spulbar & Amir Karbassi Yazdi & Ramona Birau, 2020. "Are We Ready for the Challenge of Banks 4.0? Designing a Roadmap for Banking Systems in Industry 4.0," IJFS, MDPI, vol. 8(2), pages 1-29, May.
    16. Cristian Barra & Nazzareno Ruggiero, 2022. "How do dimensions of institutional quality improve Italian regional innovation system efficiency? The Knowledge production function using SFA," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 591-642, April.
    17. Artem Stopochkin & Inessa Sytnik & Janusz Wielki & Elżbieta Karaś, 2022. "Transformation of the Concept of Talent Management in the Era of the Fourth Industrial Revolution as the Basis for Sustainable Development," Sustainability, MDPI, vol. 14(14), pages 1-18, July.
    18. Shet, Sateesh V. & Pereira, Vijay, 2021. "Proposed managerial competencies for Industry 4.0 – Implications for social sustainability," Technological Forecasting and Social Change, Elsevier, vol. 173(C).

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