IT-Driven Transformation of Global Trade and Its Impact on GDP in the Context of the 4IR

Oleksandr Vyshnevskyi and Nataliia Trushkina

References:

1. O. Vyshnevskyi, V. Liashenko, and O. Amosha, “The impact of Industry 4.0 and AI on economic growth,” Sci. Pap. Silesian Univ. Technol. Organ. Manag. Ser., vol. 9, pp. 391–400, 2019, doi: 10.29119/1641-3466.2019.140.32.
2. O. Vyshnevskyi et al., “Economic growth in the conditions of digitalization in the EU countries,” Estud. Econ. Apl., vol. 38, no. 4, pp. 1–15, 2020, doi: 10.25115/eea.v38i4.4041.
3. A. Kuzior, O. Vyshnevskyi, and N. Trushkina, “Assessment of the impact of digitalization on greenhouse gas emissions on the example of EU member states,” Prod. Eng. Arch., vol. 28, no. 4, pp. 407–419, 2022, doi: 10.30657/pea.2022.28.50.
4. N. Trushkina, “The relationship between artificial intelligence and critical infrastructure development: Bibliometric analysis,” in Proc. Int. Conf. Applied Innovation in Information Technology (ICAIIT), vol. 13, no. 1, pp. 231–241, 2025, doi: 10.25673/119238.
5. World Bank, “Exports of goods and services (% of GDP), 1970–2021,” 2021. [Online]. Available: https://data.worldbank.org/indicator/NE.EXP.GNFS.ZS.
6. World Bank, “Imports of goods and services (% of GDP), 1970–2021,” 2021. [Online]. Available: https://data.worldbank.org/indicator/NE.IMP.GNFS.ZS.
7. World Trade Organization, World Trade Statistical Review 2021. Geneva, Switzerland, 2021. [Online]. Available: https://www.wto.org/english/res_e/statis_e/wts2021_e/wts2021_e.pdf.
8. E. Brynjolfsson and B. Kahin, Understanding the Digital Economy: Data, Tools, and Research. Cambridge, MA, USA: MIT Press, 2000.
9. C. Dahlman, S. Mealy, and M. Wermelinger, “Harnessing the digital economy for developing countries,” OECD, Paris, France, 2016. [Online]. Available: http://www.oecd-ilibrary.org.
10. H. Dzwigol et al., “Manager competency assessment model in the conditions of Industry 4.0,” Entrepreneurship Sustain. Issues, vol. 7, no. 4, pp. 2630–2644, 2020, doi: 10.9770/jesi.2020.7.4(5).
11. T. Elmasry et al., “Digital Middle East: Transforming the region into a leading digital economy,” McKinsey & Company, New York, NY, USA, 2016. [Online]. Available: http://www.mckinsey.com.
12. A. Kwilinski, “Implementation of blockchain technology in accounting sphere,” Acad. Account. Financ. Stud. J., vol. 23, no. SI2, pp. 1–6, 2019.
13. A. Kwilinski, H. Dzwigol, and V. Dementyev, “Model of entrepreneurship financial activity of the transnational company based on intellectual technology,” Int. J. Entrep., vol. 24, pp. 1–5, 2020.
14. F. Machlup, Knowledge: Its Creation, Distribution and Economic Significance, Vol. I: Knowledge and Knowledge Production. Princeton, NJ, USA: Princeton Univ. Press, 2014.
15. R. Miśkiewicz, “Challenges facing management practice in the light of Industry 4.0: The example of Poland,” Virtual Econ., vol. 2, no. 2, pp. 37–47, 2019, doi: 10.34021/ve.2019.02.02(2).
16. A. Tugui, “Meta-digital accounting in the context of cloud computing,” in Encyclopedia of Information Science and Technology, 3rd ed., IGI Global, USA, 2015, pp. 20–32.
17. M. Carlberg et al., “Industry 4.0,” European Parliament, 2016, doi: 10.2861/947880.
18. K. Schwab, The Fourth Industrial Revolution. Geneva, Switzerland: World Economic Forum, 2016.
19. T. Philbeck and N. Davis, “The Fourth Industrial Revolution,” J. Int. Aff., vol. 72, no. 1, pp. 17–22, 2018. [Online]. Available: https://www.jstor.org/stable/26588339.
20. CompaniesMarketCap, “Largest companies by market cap,” 2024. [Online]. Available: https://companiesmarketcap.com.
21. L. W. Mihardjo, Sasmoko, F. Alamsyah, and Elidjena, “Boosting the firm transformation in Industry 5.0: Experience-agility innovation model,” Int. J. Recent Technol. Eng., vol. 8, no. 2, pp. 735–742, 2019, doi: 10.35940/ijrte.B1154.0982S919.
22. S. Nahavandi, “Industry 5.0 – a human-centric solution,” Sustainability, vol. 11, no. 16, pp. 4371–4384, 2019, doi: 10.3390/su11164371.
23. L. Świątek, “From Industry 4.0 to Nature 4.0 – Sustainable infrastructure evolution by design,” in Advances in Intelligent Systems and Computing, vol. 788, Cham, Switzerland: Springer, 2019, pp. 438–447, doi: 10.1007/978-3-319-94199-8_42.
24. V. Roblek, M. Meško, and I. Podbregar, “Mapping of the emergence of Society 5.0: A bibliometric analysis,” Organizacija, vol. 54, no. 4, pp. 293–305, 2021, doi: 10.2478/orga-2021-0020.
25. A. Lewandowska, J. Berniak-Woźny, and N. Ahmad, “Competitiveness and innovation of SMEs under Industry 4.0 and 5.0 challenges,” Equilibrium, vol. 18, no. 4, pp. 1045–1074, 2023, doi: 10.24136/eq.2023.033.
26. L. Anantharaman and M. R. Sridharan, “Evolving an industrial digital ecosystem: A transformative case of the leather industry,” in Studies in Big Data, vol. 38, Singapore: Springer, 2018, pp. 247–272, doi: 10.1007/978-981-10-7515-5_18.
27. E. Øvrelid and B. Bygstad, “The role of discourse in transforming digital infrastructures,” J. Inf. Technol., vol. 34, no. 3, pp. 221–242, 2019, doi: 10.1177/0268396219831994.
28. B. Hinings et al., “Digital innovation and transformation: An institutional perspective,” Inf. Organ., vol. 28, no. 1, pp. 52–61, 2018, doi: 10.1016/j.infoandorg.2018.02.004.
29. M. Burri and T. Cottier, Trade Governance in the Digital Age: World Trade Forum. Cambridge, UK: Cambridge Univ. Press, 2012, doi: 10.1017/CBO9781139136716.002.
30. C. M. T. Johnston and J. Buongiorno, “Impact of Brexit on the forest products industry,” Forestry, vol. 90, no. 1, pp. 47–57, 2017, doi: 10.1093/forestry/cpw062.
31. Y. Sun et al., “Global supply chains amplify economic costs of future extreme heat risk,” Nature, vol. 627, pp. 797–804, 2024, doi: 10.1038/s41586-024-07147-z.
32. M. P. Abreu, S. A. Bevilacqua, and M. D. Pinho, “Import substitution and growth in Brazil, 1890s–1970s,” Texto para Discussão, no. 366, 1996. [Online]. Available: https://www.econstor.eu.
33. A. R. Adewale, “Import substitution industrialisation and economic growth: Evidence from BRICS,” Future Bus. J., vol. 3, no. 2, pp. 138–158, 2017, doi: 10.1016/j.fbj.2017.06.001.
34. J. A. Datas-Panero, “Import substitution,” Finance Dev., vol. 8, no. 3, pp. 34–39, 1971. [Online]. Available: https://www.elibrary.imf.org.
35. D. Irwin, “Import substitution is making an unwelcome comeback,” Peterson Institute for International Economics, 2020. [Online]. Available: https://www.piie.com.
36. D. Irwin, “The rise and fall of import substitution,” World Dev., vol. 139, Art. no. 105306, 2021, doi: 10.1016/j.worlddev.2020.105306.
37. A. Mendes, M. Bertella, and R. Teixeira, “Industrialization in Sub-Saharan Africa and import substitution policy,” Braz. J. Polit. Econ., vol. 34, no. 1, pp. 120–138, 2014, doi: 10.1590/S0101-31572014000100008.
38. B. Sudarmawan, “The correlation of international trade and growth in Indonesia,” J. Econ. Dev., vol. 30, no. 1, pp. 31–46, 2022, doi: 10.14203/JEP.30.1.2022.31-46.
39. C. Sapelli, “The political economics of import substitution industrialization,” Documentos de Trabajo, no. 257, 2003. [Online]. Available: https://ideas.repec.org.
40. J. Okwori, “Import substitution strategy and industrial sector performance in Nigeria,” J. Econ. Policy Anal., vol. 3, no. 3, pp. 47–62, 2018. [Online]. Available: https://www.researchgate.net.
41. O. Gbenga and O. Oghenebrorhie, “Globalization and industrialization in Nigeria,” Soc. Manag. Sci., vol. 15, no. 1, pp. 12–24, 2023. [Online]. Available: https://www.researchgate.net.
42. World Bank, “GDP growth (annual %), 1970–2024,” 2024. [Online]. Available: https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG.