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Spatial Patterns and Drivers of SME Digitalisation

Author

Listed:
  • Adelheid Holl

    (CSIC–Consejo Superior de Investigaciones Científicas)

  • Ruth Rama

    (CSIC–Consejo Superior de Investigaciones Científicas)

Abstract

Digital transformation plays an increasingly important role in the growth and competitiveness of small and medium-sized enterprises (SMEs), yet little is known regarding spatial inequalities in their adoption of advanced digital technologies. Using recent data from the Flash Eurobarometer 486, we study the spatial patterns of drivers for the implementation of new digital technologies in SMEs in Europe. In our analysis, the focus is on the possible influence of location. Considerable heterogeneity of SMEs is found in their propensity to adopt advanced digital technologies related to the strength of the local business environment and to the urban/rural hierarchy. Plain English Summary: European SMEs and Digitalisation The adoption of digital technologies favours the competitiveness, resilience, and internationalisation of firms, but SMEs, which form the backbone of the EU economy, are lagging behind. A recent survey reveals that location greatly influences the probability that European SMEs adopt digital technology. Rural and small-town SMEs are less likely to be adopters, even when country, sector, and firm-specific characteristics are taken into account. However, good business environments always encourage the adoption of digitalisation technologies, whatever the geographic location of an SME. Innovators tend to be adopters, especially when they employ green innovation or management innovation. Larger SMEs, companies that are part of a business group, grow more rapidly, and/or export, are all more likely to adopt digital technologies. Policy-makers need to contemplate the urban/rural-divide and promote strong business environments in all types of locations. Public encouragement towards innovation is likely to indirectly promote easier access to digital technologies.

Suggested Citation

  • Adelheid Holl & Ruth Rama, 2024. "Spatial Patterns and Drivers of SME Digitalisation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 5625-5649, June.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01257-1
    DOI: 10.1007/s13132-023-01257-1
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    References listed on IDEAS

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    1. Ruth Rama & John Wilkinson, 2019. "Innovation and disruptive technologies in the Brazilian agro-food sector," Post-Print hal-02428960, HAL.
    2. Blichfeldt, Henrik & Faullant, Rita, 2021. "Performance effects of digital technology adoption and product & service innovation – A process-industry perspective," Technovation, Elsevier, vol. 105(C).
    3. Usai, A. & Fiano, F. & Messeni Petruzzelli, A. & Paoloni, P. & Farina Briamonte, M. & Orlando, B., 2021. "Unveiling the impact of the adoption of digital technologies on firms’ innovation performance," Journal of Business Research, Elsevier, vol. 133(C), pages 327-336.
    4. Mohamed Kossaï & Maria Luiza Lapa Souza & Younes Ben Zaied & Pascal Nguyen, 2020. "Determinants of the Adoption of Information and Communication Technologies (ICTs): the Case of Tunisian Electrical and Electronics Sector," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(3), pages 845-864, September.
    5. Adelheid Holl & Rafael Pardo & Ruth Rama, 2013. "Spatial patterns of adoption of just-in-time manufacturing," Papers in Regional Science, Wiley Blackwell, vol. 92(1), pages 51-67, March.
    6. Rosario Michel-Villarreal & Eliseo Luis Vilalta-Perdomo & Maurizio Canavari & Martin Hingley, 2021. "Resilience and Digitalization in Short Food Supply Chains: A Case Study Approach," Sustainability, MDPI, vol. 13(11), pages 1-23, May.
    7. Maryellen Kelley & Susan Helper, 1999. "Firm Size And Capabilities, Regional Agglomeration, And The Adoption Of New Technology," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 79-103.
    8. Anna A. Mikhaylova & Andrey S. Mikhaylov & Dmitry V. Hvaley, 2021. "Receptiveness to innovation during the COVID-19 pandemic: asymmetries in the adoption of digital routines," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 8(1), pages 311-327, January.
    9. Yang, Miying & Fu, Mingtao & Zhang, Zihan, 2021. "The adoption of digital technologies in supply chains: Drivers, process and impact," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    10. Fossen, Frank M. & Sorgner, Alina, 2021. "Digitalization of work and entry into entrepreneurship," Journal of Business Research, Elsevier, vol. 125(C), pages 548-563.
    11. Rammer, Christian & Schubert, Torben, 2018. "Concentration on the few: mechanisms behind a falling share of innovative firms in Germany," Research Policy, Elsevier, vol. 47(2), pages 379-389.
    12. Anna Giunta & Francesco Trivieri, 2007. "Understanding the determinants of information technology adoption: evidence from Italian manufacturing firms," Applied Economics, Taylor & Francis Journals, vol. 39(10), pages 1325-1334.
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