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Digitalisation and Skills Adequacy as Determinants of Innovation for Sustainable Development in EU Countries: A PLS-SEM Approach

Author

Listed:
  • S nziana-Maria Rindasu

    (Bucharest University of Economic Studies, Romania)

  • Liliana Ionescu-Feleaga

    (Bucharest University of Economic Studies, Romania)

  • Bogdan-Stefan onescu

    (Bucharest University of Economic Studies, Romania)

  • Ioan Dan Topor

    (Decembrie 1918 University, Alba-Iulia, Romania)

Abstract

Increasing innovation among the European Union (EU) countries became a primary concern, as it can contribute to higher competitiveness, generate new business opportunities, and promote the achievement of the sustainable development goals. This paper aims to examine the extent to which the EU countries level of digitalisation and skills adequacy impact the innovation output, as well as to determine whether the level of digitalisation can lead to an increase in the individuals competencies and employability. For this research, we leverage a Partial Least Squares - Structural Equation Modelling technique. The data used to achieve the study s objective was collected from composite indicators computed for the 27 EU countries for a period of analysis spanning the years from 2017 to 2020. As a proxy for the digital performance, we use the Digital Economy and Society Index, while for skills adequacy and innovation output, we utilise the European Skills Index and the dimension of innovation output dimension of the Global Innovation Index. The results indicate a statistically significant impact between the level of digital performance and innovation output, with a moderate effect size, partially mediated by skill adequacy. Moreover, the findings emphasise that a higher level of digitalisation determines an increase in the individuals employability and competencies. The study enhances the understanding of the complex relationship between digitalisation, skills, and innovation by shedding new light on the trajectories coevolution of the analysed constructs, presenting some implications for policymakers and governments, and providing theoretical suggestions for future research.

Suggested Citation

  • S nziana-Maria Rindasu & Liliana Ionescu-Feleaga & Bogdan-Stefan onescu & Ioan Dan Topor, 2023. "Digitalisation and Skills Adequacy as Determinants of Innovation for Sustainable Development in EU Countries: A PLS-SEM Approach," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(S17), pages 968-968, November.
  • Handle: RePEc:aes:amfeco:v:25:y:2023:i:s17:p:968
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    1. Sotirios Zygiaris, 2022. "The Impact of Innovation Systems on E-commerce Capacity," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 276-289, March.
    2. David Spencer & Gary Slater, 2020. "No automation please, we’re British: technology and the prospects for work," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 117-134.
    3. Önsel Ekici, Şule & Kabak, Özgür & Ülengin, Füsun, 2019. "Improving logistics performance by reforming the pillars of Global Competitiveness Index," Transport Policy, Elsevier, vol. 81(C), pages 197-207.
    4. Adisu Fanta Bate & Esther Wanjiru Wachira & Sándor Danka, 2023. "The determinants of innovation performance: an income-based cross-country comparative analysis using the Global Innovation Index (GII)," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-27, December.
    5. Hunt, Wil & Sarkar, Sudipa & Warhurst, Chris, 2022. "Measuring the impact of AI on jobs at the organization level: Lessons from a survey of UK business leaders," Research Policy, Elsevier, vol. 51(2).
    6. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2021. "Threats and opportunities in the digital era: Automation spikes and employment dynamics," Research Policy, Elsevier, vol. 50(7).
    7. Alina Mihaela Dima & Mihail Busu & Vanesa Madalina Vargas, 2022. "The mediating role of students’ ability to adapt to online activities on the relationship between perceived university culture and academic performance," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1253-1281, December.
    8. Hsieh, Tien-Shih & Kim, Jeong-Bon & Wang, Ray R. & Wang, Zhihong, 2022. "Educate to innovate: STEM directors and corporate innovation," Journal of Business Research, Elsevier, vol. 138(C), pages 229-238.
    9. Daron Acemoglu & Pascual Restrepo, 2020. "The wrong kind of AI? Artificial intelligence and the future of labour demand," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 25-35.
    10. Kahn, Kenneth B., 2018. "Understanding innovation," Business Horizons, Elsevier, vol. 61(3), pages 453-460.
    11. Alshawaaf, Nasser & Lee, Soo Hee, 2021. "Business model innovation through digitisation in social purpose organisations: A comparative analysis of Tate Modern and Pompidou Centre," Journal of Business Research, Elsevier, vol. 125(C), pages 597-608.
    12. Clay M. Voorhees & Michael K. Brady & Roger Calantone & Edward Ramirez, 2016. "Discriminant validity testing in marketing: an analysis, causes for concern, and proposed remedies," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 119-134, January.
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    More about this item

    Keywords

    digital performance (DP); digitalisation; innovation (IO); skills adequacy (SKA); sustainable development; EU countries;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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