Digital Transformation Needs Assessment in Manufacturing SMEs: An Industry Technology Intensity Perspective
References
- ADR Centru. (2024). First Monitoring Report of the Centru 2021-2027 Regional Development Plan. https://www.adrcentru.ro/wp-content/uploads/2025/03/PRIMUL-RAPORT-DEMONITORIZARE-PDR-CENTRU-2021-2027.pdf
- Battistoni, E., Gitto, S., Murgia, G., & Campisi, D. (2023). Adoption paths of digital transformation in manufacturing SME. International Journal of Production Economics, 255, 108675. https://doi.org/10.1016/j.ijpe.2022.108675
- CCRE-CEMR. (2023). Cohesion Policy funds 2021-2027. An overview of the management and implementation of European Structural and Investment Funds in the European countries. https://ccre-cemr.org/wp-content/uploads/2024/04/230621_984_EISF_web.pdf
- Cohen, W. M., & Levinthal, D. A. (1990). Absorptive Capacity: A New Perspective on Learning and Innovation. Administrative Science Quarterly, 35(1), 128. https://doi.org/10.2307/2393553
- Da Rocha Moro, M., De Freitas Rocha Loures, E., Ramos, L. F. P., & Deschamps, F. (2025). Challenges of Digital Transformation: A Study on Small and Medium-Sized Enterprises. In D. N. Šormaz, B. Bidanda, O. Alhawari, & Z. Geng (Eds.), Intelligent Production and Industry 5.0 with Human Touch, Resilience, and Circular Economy (pp. 189–198). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-77723-3_18
- Eurofound, Eiffe, F. F., Riso, S., Biaggi, E., Van Loo, J., & Grigorios, M. (2025). SME digitalisation in the EU. Publications Office of the European Union. https://doi.org/10.2806/8684886
- European Commission. (2021). Industry 5.0: Towards a sustainable, human centric and resilient European industry. Publications Office. https://doi.org/10.2777/308407
- European Commission. (2022). European Digital Innovation Hubs Network. EDIH Catalogue. https://european-digital-innovation-hubs.ec.europa.eu/edih-catalogue/fit-edih
- European Commission. (2023). Open DMAT - Digital Maturity Assessment tool. https://european-digital-innovation-hubs.ec.europa.eu/open-dma
- European Commission. (2025a). Regional Innovation Scoreboard 2025 Regional profile Romania. https://ec.europa.eu/assets/rtd/ris/2025/ec_rtd_ris-regional-profile-ro.pdf
- European Commission. (2025b). Romania 2025 Digital Decade Country Report. https://ec.europa.eu/newsroom/dae/redirection/document/116922
- European Parliament and Council of the EU. (2021). Regulation (EU) 2021/694 of 29 April 2021 establishing the Digital Europe Programme and repealing Decision (EU) 2015/2240. https://eur-lex.europa.eu/eli/reg/2021/694/oj/eng
- European Parliament and Council of the European Union. (2022). DECISION (EU) 2022/2481. Digital Decade Policy Programme 2030. https://eur-lex.europa.eu/eli/dec/2022/2481/oj
- Eurostat. (2022). Glossary: High-tech classification of manufacturing industries. https://ec.europa.eu/eurostat/statistics-explained/SEPDF/cache/6384.pdf
- Eurostat. (2025). Digitalization in Europe – 2025 edition. https://ec.europa.eu/eurostat/web/interactive-publications/digitalisation-2025
- FIT EDIH. (2023). Needs Assessment Questionnaire—Manufacturing SMEs. https://digitalinnovationhub.fit/domeniile-de-digitalizare/productie/
- Frank, A. G., Dalenogare, L. S., & Ayala, N. F. (2019). Industry 4.0 technologies: Implementation patterns in manufacturing companies. International Journal of Production Economics, 210, 15–26. https://doi.org/10.1016/j.ijpe.2019.01.004
- Gawer, A., & Cusumano, M. A. (2014). Industry Platforms and Ecosystem Innovation. Journal of Product Innovation Management, 31(3), 417–433. https://doi.org/10.1111/jpim.12105
- Ghobakhloo, M., & Iranmanesh, M. (2021). Digital transformation success under Industry 4.0: A strategic guideline for manufacturing SMEs. Journal of Manufacturing Technology Management, 32(8), 1533–1556. https://doi.org/10.1108/JMTM-11-2020-0455
- Ghobakhloo, M., Iranmanesh, M., Vilkas, M., Grybauskas, A., & Amran, A. (2022). Drivers and barriers of Industry 4.0 technology adoption among manufacturing SMEs: A systematic review and transformation roadmap. Journal of Manufacturing Technology Management, 33(6), 1029–1058. https://doi.org/10.1108/JMTM-12-2021-0505
- INSSE. (2025). Statistical classification of economic activities in Romania CAEN Rev. 3. https://insse.ro/cms/ro/caen
- Liao, Y., Deschamps, F., Loures, E. D. F. R., & Ramos, L. F. P. (2017). Past, present and future of Industry 4.0—A systematic literature review and research agenda proposal. International Journal of Production Research, 55(12), 3609–3629. https://doi.org/10.1080/00207543.2017.1308576
- Mittal, S., Khan, M. A., Romero, D., & Wuest, T. (2018). A critical review of smart manufacturing & Industry 4.0 maturity models: Implications for small and medium-sized enterprises (SMEs). Journal of Manufacturing Systems, 49, 194–214. https://doi.org/10.1016/j.jmsy.2018.10.005
- Moeuf, A., Pellerin, R., Lamouri, S., Tamayo-Giraldo, S., & Barbaray, R. (2018). The industrial management of SMEs in the era of Industry 4.0. International Journal of Production Research, 56(3), 1118–1136. https://doi.org/10.1080/00207543.2017.1372647
- Müller, J. M., Kiel, D., & Voigt, K.-I. (2018). What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability. Sustainability, 10(1), 247. https://doi.org/10.3390/su10010247
- Ocasio, W. (1997). Towards an Attention-Based View of the Firm. Strategic Management Journal, 18(S1), 187–206. https://doi.org/10.1002/(SICI)1097-0266(199707)18:1+%3C187::AIDSMJ936%3E3.0.CO;2-K
- Ogrean, C., Pirvu, B.-C., & Herciu, M. (2024). Exploring Digital Needs in the Centru Region, Romania: A Comparative Cross-Sectoral Study. Studies in Business and Economics, 19(3), 348–368. https://doi.org/10.2478/sbe-2024-0060
- Schulze Brock, P., Katsinis, A., Lagüera González, J., Di Bella, L., Odenthal, L., Hell, M., Lozar, B., & Secades Casino, B. (2025). Annual report on European SMEs 2024/2025: SME performance review 2024/2025. Publications Office of the European Union. https://doi.org/10.2760/7714438
- Sony, M., & Naik, S. (2020). Critical factors for the successful implementation of Industry 4.0: A review and future research direction. Production Planning & Control, 31(10), 799–815. https://doi.org/10.1080/09537287.2019.1691278
- Tödtling, F., & Trippl, M. (2005). One size fits all? Research Policy, 34(8), 1203–1219. https://doi.org/10.1016/j.respol.2005.01.018
- Toma-Constantin, I., Brumă, I. S., Coca, O., & Ștefan, G. (2025). European Digital Innovation Hubs and the Agri-Food Sector: A Scoping Review of Current Knowledge and Sectoral Gaps. Agriculture, 15(21), 2305. https://doi.org/10.3390/agriculture15212305
- Veile, J. W., Kiel, D., Müller, J. M., & Voigt, K.-I. (2019). Lessons learned from Industry 4.0 implementation in the German manufacturing industry. Journal of Manufacturing Technology Management, 31(5), 977–997. https://doi.org/10.1108/JMTM-08-2018-0270
- Wurm, B., Matt, C., Benlian, A., & Hess, T. (2025). A revised framework for digital transformation strategies: Contemporary insights and future research pathways. Electronic Markets, 35(1), 99. https://doi.org/10.1007/s12525-025-00838-z
Language: English
Page range: 403 - 424
Published on: May 12, 2026
Published by: Lucian Blaga University of Sibiu
In partnership with: Paradigm Publishing Services
Publication frequency: 3 issues per year
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© 2026 Claudia Ogrean, Bogdan Constantin Pîrvu, Mihaela Herciu, published by Lucian Blaga University of Sibiu
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.