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The path to Industry 4.0: The evolution of industry in the national economies of the European Union in 2009-2020

Abstract

Objective: This study aims to present the economies of EU countries in the context of transformations in the industrial sector to increase the share of branches with higher technological intensity (changes in the industrial turnover structure). The analysis was carried out at different time horizons.

Research Design & Methods: Research has a quantitative character. The vector elimination method was used to analyse the industrial turnover structure from 2009 to 2020 in 17 EU countries, based on EUROSTAT data.

Findings: The research identified the following national economies: 1) with intensive and long-term but not permanent changes in the structure during the study period; 2) stagnated in the industrial turnover structure due to high-tech; 3) with unambiguous transformations in their industrial turnover structures due to high-tech, aimed at the development of medium-high-tech industries. The research identified countries in which industry did not undergo significant transformations or these transformations were relatively slow. The adopted research hypothesis was confirmed.

Implications & Recommendations: The observed structural changes in the industries of the studied countries allowed us to identify ongoing transformations and assess their stability. Currently, transformations in the industrial sector are associated with innovation and the implementation of new technologies. The development of modern industries in the EU countries affects the economic position on the international stage. Therefore, it is reasonable to constantly monitor the changes that take place in the industrial structure of individual countries, which can provide important recommendations to their respective governments. The results of the research indicate the development directions for the industrial sector, which can significantly facilitate the introduction of regulations that support the development of modern industries.

Contribution & Value Added: The novelty of the paper is that it illustrates changes in the industry turnover structure due to the advancement of technology. The rule of Industry 4.0 development was confirmed, although with uneven dynamics in respective European economies. It will be interesting to study this phenomenon in the future given the impact of the pandemic and the war in Ukraine on the studied phenomenon. The applied method proved useful for this type of analysis and was deemed useful in other areas of studies of the turnover structure in other markets, such as nutrition, which will be undertaken by the authors in the future.

Keywords

Industry 4.0, revolution, EU countries, structural changes, EU development, economic development

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Author Biography

Michał Niewiadomski

His main interests include the analytical aspect is the study of economic and social structures of peripheral regions. He is also passionate about other fields of economic science, as well as computer programming and web application development.

Agata Niemczyk

Associate Professor (Prof. UEK) of the Cracow University of Economics (Poland). A member of a body of experts researching Cracow’s meetings industry; a member of the Krakow Tourism Expert Team researching the impact of the tourism and the meetings industry on the economy of Krakow; a member of expert researching Cracow’s tourist industry during COVID-19. A member of Regional Studies Association (RSA).

Zofia Gródek-Szostak

She is the author and co-author of more than 200 publications in the field of innovation management, management of the technology transfer process, commercialisation of innovations, cooperation of the SME sector with business environment institutions, technological cooperation of enterprises, state aid, development of innovative rural entrepreneurship, sustainable development. Member of the Regional Studies Association (RSA) and the Polish Economic Society (PTE).

Jacek Strojny

His scientific interests focus on the application of quantitative methods in economic sciences. These interests can be divided into two streams, i.e. econometric modelling of economic processes and applications of statistical methods for qualitative data describing economic phenomena.


References

  1. Adamczyk, J., & Gródek-Szostak, Z. (2022). Wyzwania przemysłu 5.0 w kontekście realizacji zrównoważonego rozwoju.” [Industry 5.0 challenges in the context of the implementation of sustainable development]. In P. Cabała, J. Walas-Trębacz, & T. Małkus (Eds.), Zarządzanie organizacjami w społeczeństwie informacyjnym: strategie, projekty, procesy (pp. 399-409), Toruń: Towarzystwo Naukowe Organizacji i Kierownictwa.
  2. Bai, Chunguang, Dallasega, P., Orzes, G., & Sarkis, J. (2020). Industry 4.0 technologies assessment: a sustainability perspective. International Journal of Production Economics, 229, 107776. https://doi.org/10.1016/j.ijpe.2020.107776
  3. Bentkowski, J. (2017). Zmiany w pracy produkcyjnej w perspektywie koncepcji Przemysł 4.0. Zeszyty Naukowe Politechniki Śląskiej, 112, 21-33. https://doi.org/10.15199/24.2019.7.2
  4. Bonilla, S.H., Helton, R.O., Silva, Terra da Silva, M., Gonçalves, R.F., & Sacomano, J.B. (2018). Industry 4.0 and sustainability implications: a scenario-based analysis of the impacts and challenges. Sustainability, 10(10), 3740, 1-24, https://doi.org/10.3390/su10103740
  5. Huhh, B., Hallaq, B., Cunningham, J., & Watson, T. (2018). The Industrial Internet of Things (IIoT): An Analysis Framework. Computers in Industry, 101, 26-34. https://doi.org/10.1016/j.compind.2018.04.015
  6. Brozzi, R., Forti, D., Rauch, E., & Matt, D.T. (2020). The advantages of industry 4.0 applications for sustainability: results from a sample of manufacturing companies. Sustainability, 12(9), 3647. https://doi.org/10.3390/su12093647
  7. Burritt, R., & Christ, K. (2016). Industry 4.0 and environmental accounting: a new revolution?. Asian Journal Sustainability and Social Responsibility, 1(1), 23-38. https://doi.org/10.1186/s41180-016-0007-y
  8. Čater, T. (2021). Industry 4.0 technologies usage: motives and enablers. Journal of Manufacturing Technology Management, 32(9), 323-326. https://doi.org/10.1108/JMTM-01-2021-0026
  9. Chomątowski, S., & Sokołowski, A. (1978). Structural taxonomy. Przegląd Statystyczny, 2, 217-225.
  10. Ciechomski, W. (2015). Mass customization as a form of market communication with consumers. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, 414, 77-90.
  11. de Sousa Jabbour, A.B.L., Charbel, J.Ch.J., Moacir, G.F., & Roubaud, D. (2018). Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations. Annals of Operations Research, Springer, 270(1), 273-286.
  12. Eurostat Statistics Explained (2022). Glossary: High-tech classification of manufacturing industries. Retrieved from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Glossary:High-tech_classification_of_manufacturing_industrie on September 7, 2022.
  13. Eurostat. (2015). Słownik: Statystyczna klasyfikacja działalności gospodarczej we Wspólnocie Europejskiej. (NACE- Nomenclature statistique des activités économiques dans la Communauté européenne.). Retrieved from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Glossary:Statistical_clas on September 7, 2022.
  14. Faggin, F. (2009). The Making of the First Microprocessor. IEEE Solid-State Circuits Magazine Winter, 8-21. Retrieved from http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4776530 on September 7, 2022.
  15. Felsberger, A., Qaiser, F.H., Choudhary, A., & Reiner, G. (2020). The impact of Industry 4.0 on the reconciliation of dynamic capabilities: evidence from the European manufacturing industries. Production Planning and Control, 33(2-3), 277-300. https://doi.org/10.1080/09537287.2020.1810765
  16. Foresca, L. (2018). Industry 4.0 and the digital society: concepts, dimensions and envisioned benefits. Proceedings of the 12th International Conference on Business Excellence, 12(1), 385-396. https://doi.org/10.2478/picbe-2018-0034
  17. Furmanek, W. (2018). The most important ideas of the fourth industrial revolution. Dydaktyka Informatyki, 13, 55-63. https://doi.org/10.15584/di.2018.13.8
  18. Furstenau, L.B., Kremer, S.M., Mahlmann Kipper, L., Machado Ê.L., López-Roble, J.R., Dohan, M.S, Cobo, M.J., Zahid, A., Abbasi Qammer, H., & Imran Muhammad, A. (2020). Link Between Sustainability and Industry 4.0: Trends, Challenges and New Perspectives. EEE Access, 8, 140079-140096. https://doi.org/10.1109/ACCESS.2020.3012812
  19. Ghobakhloo, M. (2018). The future of manufacturing industry: a strategic roadmap toward Industry 4.0. Journal of Manufacturing Technology Management, 29(6), 910-936. https://doi.org/10.1108/JMTM-02-2018-0057
  20. Ghobakhloo, M. (2020). Industry 4.0, digitization, and opportunities for sustainability. Journal of Cleaner Production, 252, 119869, https://doi.org/10.1016/j.jclepro.2019.119869
  21. Ittermann, P., Niehaus, J., & Hirsch-Kreinsen, H. (2015). Arbeiten in der Industrie 4.0: Trendbestimmungen und arbeitspolitische Handlungsfelder. Düsseldorf: Hans-Boeckler-Stiftung.
  22. Kondratieff, N. (1935). The Long Waves in Economic Life. Review of Economic Statistics, 17, 105-115.
  23. Kukuła, K. (1996). Statistical methods of the analysis of economic structures. Kraków: Wydawnictwo Edukacyjne.
  24. Lee, J. (2015). Smart factory systems. Informatik-Spektrum, 38(3), 230-235. https://doi.org/10.1007/s00287-015-0891-z
  25. Liu, Y., & Froese, F.J. (2020). Crisis management, global challenges, and sustainable development from an Asian perspective. Asian Bus Manage, 19, 271-276. https://doi.org/10.1057/s41291-020-00124-0
  26. Luthra, S., & Mangla S.K. (2018). Evaluating challenges to Industry 4.0 initiatives for supply chain sustainability in emerging economies. Process Safety and Environmental Protection, 117, 168-179. https://doi.org/10.1016/j.psep.2018.04.018
  27. Luty, L. (2012). Diversification of Polish voivodships in terms of the area structure of organic farms. Metody Ilościowe w Badaniach Ekonomicznych, 13(3), 149-158.
  28. Muller, J., 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
  29. Nicolae, A., Kordoi, A., & Silea, I. (2019). An Overview of Industry 4.0 Development Directions in the Industrial Internet of Things Context. Romanian Journal of Information Science and Technology, 22(3-4), 183-201.
  30. Nosalska, K., Piątek, Z.M., Mazurek, G., & Rządca, R. (2019). Industry 4.0: coherent definition framework with technological and organizational interdependencies. Journal of Manufacturing Technology Management, 31(5), 837-862. https://doi.org/10.1108/jmtm-08-2018-0238
  31. Pereira, A., & Romero, F. (2017). A Review of the Meanings and the Implications of the Industry 4.0. Concept. Procedia Manufacturing, 13, 1206-1214. https://doi.org/10.1016/j.promfg.2017.09.032
  32. Petrillo, A., De Felice, F., Cioffi, R., & Zomparelli, F. (2018). Fourth Industrial Revolution: Current Practices, Challenges, and Opportunities. In R.C.A. Petrillo, Digital Transformation in Smart Manufacturing. IntechOpen. https://doi.org/10.5772/intechopen.72304
  33. Profanter, S., Dorofeev, K., Zoitl, A., & Knoll, A. (2017). OPC UA for plug & produce: Automatic device discovery using LDS-ME. 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Limassol, Cyprus, 1-8. https://doi.org/10.1109/ETFA.2017.8247569
  34. Qina, J., Liua, Y., & Grosvenora, R. (2016). Categorical Framework of Manufacturing for Industry 4.0 and Beyond. Procedia CIRP, 52, 173-178. https://doi.org/10.1016/j.procir.2016.08.005
  35. Quezada, L.E., da Costa, S.E.G., & Tan, K.H. (2017). Operational excellence towards sustainable development goals through Industry 4.0. International Journal of Production Economics, 190, 1-2.
  36. Rao, S., & Prasad, R. (2018). Impact of 5G Technologies on Industry 4.0. Wireless Personal Communications, 100(1), 145-159. https://doi.org/10.1007/s11277-018-5615-7
  37. Schlund, S., Hämmerle, M., & Strölin, T. (2014). Industrie 4.0 eine Revolution der Arbeitsgestaltung – Wie Automatisierung und Digitalisierung unsere Produktion verändern wird. Ulm-Stuttgart: Ingenics AG.
  38. Schmidt, R., Möhring, M., Härting, R-Ch., Reichstein, Ch., Neumaier, P., & Jozinović, P. (2015). Industry 4.0-potentials for creating smart products: empirical research results. Conference: BIS 18th International Conference on Business Information Systems, Lecture Notes in Business Information Processing (LNBIP), 208, 16-27. Poznań. https://doi.org/10.1007/978-3-319-19027-3_2
  39. Schumpeter, J.A. (1934). The theory of economic development. An inquiry into profits, capital, credit, interest, and the business cycle. Cambridge: Harvard University Press. (Reprint 1983: Transaction Publishers, first published in 1911 in German).
  40. Schwab, K. (2017). The Fourth Industrial Revolution. London: Portfolio Penguin.
  41. Sharma, G.D., Asha, T., & Justin, P. (2021). Reviving tourism industry post-COVID-19: A resilience-based framework. Tourism Management Perspectives, 37, 100786. https://doi.org/10.1016/j.tmp.2020.100786
  42. Siuta-Tokarska, B. (2021). Industry 4.0 and artificial intelligence: an opportunity or a threat to the implementation of the concept of sustainable and sustainable development. Nierówności Społeczne a Wzrost Gospodarczy 65(1), 7-26. https://doi.org/10.15584/nsawg.2021.1.1
  43. Ślusarczyk, B. (2019). Potential results of implementing the Industry 4.0 concept in enterprises. Tworzywa Sztuczne w Przemyśle, 6, 26-31.
  44. Strojny, J. (2013). Application of the taxonomy of structures to analyze the evolution of the freight transport system in the European Union countries. Wiadomości Statystyczne, 10, 53-66.
  45. Teixeira, J., & Tavares-Lehmann, A. (2022). Industry 4.0 in the European union: Policies and national strategies. Technological Forecasting and Social Change, 180, 121664. https://doi.org/10.1016/j.techfore.2022.121664
  46. Terziyan, V., Gryshko, S., & Golovianko, M. (2018). Patented Intelligence: Cloning Human Decision Models for Industry 4.0. Journal of Manufacturing Systems 48, 204-217. https://doi.org/10.1016/j.jmsy.2018.04.019
  47. Tinbergen, J. (1981). Kondratiev Cycles and So-Called Long Waves: The Early Research. Future, 13(4), 258-263.
  48. Wasilewska, E. (2009). The Use of Vectors Elimination Method in the Analysis of the Structure’s Changes on the Labour Market. Zeszyty Naukowe SGGW w Warszawie, Ekonomika i Organizacja Gospodarki Żywnościowej, 74, 63-79.
  49. Wittbrodt, P., & Łapuńka, I. (2017). Industry 4.0 – a challenge for modern production companies. Innowacje w Zarządzaniu i Inżynierii Produkcji, 2, 793-799.
  50. Woźniak, J., Budzik, G., & Zimon, D. (2018). Industry 4.0 – Identification of Technologies that Have Changed the Industry and their Importance in Logistics Management. Przedsiębiorczość i Zarządzanie, 19(5/3), 359-372.
  51. Xu, L. (2020). The contribution of systems science to Industry 4.0. Systems Research and Behavioral Science, 37(34), 618-631. https://doi.org/10.1016/j.techfore.2022.121664
  52. Zhang, C., & Chen, Y. (2020). A review of relevant to the emerging industry trends: industry 4.0, IoT, blockchain, and business analytics. Journal of Industrial Integration and Management-Innovation and Entrepreneurship 51(1), 165-180.
  53. Zhong, R.Y., Xu, X., Klotz, E., & Newman, S.T. (2017). Intelligent Manufacturing in the Context of Industry 4.0: A Review. Engineering, 3(5), 616-630. https://doi.org/10.1016/J.ENG.2017.05.015

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