Politická ekonomie 2024, 72(1):102-121 | DOI: 10.18267/j.polek.1422

Innovation and New Technologies as Determinants of Logistics 4.0

Filip Ž. Bugarčić ORCID..., Veljko M. Mijušković ORCID..., Slobodan Aćimović ORCID...
Filip Ž. Bugarčić: University of Kragujevac, Faculty of Economics, Liceja Kneževine Srbije 3, Kragujevac, Republic of Serbia
Veljko M. Mijušković: University of Belgrade, Faculty of Economics and Business, Kamenička 6, 11000 Belgrade, Republic of Serbia
Slobodan Aćimović: University of Belgrade, Faculty of Economics and Business, Kamenička 6, 11000 Belgrade, Republic of Serbia

Continuous technological changes in various industries are necessary for achieving economic development goals. Logistics, as an integral part of the supply chain, is gaining an increasingly significant role for national economies. To encourage its further development, especially in the era of intensive digitization and the context of Industry 4.0, innovations and new technologies are seen as important drivers. The paper examines the impact of capacity for innovation and availability of latest technologies on countries' overall logistics performance, as well as individual components of international logistics. Additionally, the role of export and import as moderators of this relationship are analysed, to see the patterns of its influence in open economies. The empirical results provide evidence of a positive direct impact of selected technological variables on the elements of international logistics, as well as a positive effect of export and import on the Logistics Performance Index (LPI), while the introduction of moderators into the analysis, using the Baron & Kenny model, points out that the impact of technological components is weaker in economies with a higher volume of exports.

Keywords: Logistics Performance Index, LPI, innovation, new technologies, Logistics 4.0
JEL classification: F40, O30

Received: April 26, 2023; Revised: October 16, 2023; Accepted: November 2, 2023; Prepublished online: February 1, 2024; Published: February 27, 2024  Show citation

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Bugarčić, F.Ž., Mijušković, V.M., & Aćimović, S. (2024). Innovation and New Technologies as Determinants of Logistics 4.0. Politická ekonomie72(1), 102-121. doi: 10.18267/j.polek.1422
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References

  1. Abdirad, M., Krishnan, K. (2020). Industry 4.0 in logistics and supply chain management: A systematic literature review. Engineering Management Journal, 33(3), 187-201. https://doi.org/10.1080/10429247.2020.1783935 Go to original source...
  2. Aćimović, S., Mijušković, V., Bugarčić, F. Ž. (2022). Logistics system as a factor of business development: the case of the Republic of Serbia. Ekonomika preduzeća. 70(5-6), 325-334. https://doi.org/10.5937/EKOPRE2206325A Go to original source...
  3. Adeitan, A. D., Aigbavboa, C., Agbenyeku, E. E. O. (2019). Global Logistics in the Era of Industry 4.0. In: Arai, K., Bhatia, R., Kapoor, S. Proceedings of the Future Technologies Conference 2019, 652-660. Cham: Springer. https://doi.org/10.1007/978-3-030-32523-7_48 Go to original source...
  4. Aiken, L. S., West, S. G. (1991). Multiple Regression: Testing and Interpreting Interactions. Thousand Oaks: Sage.
  5. Akram, R., Ibrahim, R. L., Wang, Z., et al. (2023). Neutralizing the surging emissions amidst natural resource dependence, eco-innovation, and green energy in G7 countries: Insights for global environmental sustainability. Journal of Environmental Management, 344, 118560. Go to original source...
  6. Alibekova, G., Medeni, T., Panzabekova, A., et al. (2020). Digital Transformation Enablers and Barriers in the Economy of Kazakhstan. Journal of Asian Finance, Economics and Business, 7(7), 565-575. https://doi.org/10.13106/jafeb.2020.vol7.no7.565 Go to original source...
  7. Ardolino, M., Bacchetti, A., Perona, M., et al. (2022). An exploratory survey on the impacts of Logistics 4.0 on Italian manufacturing companies. International Journal of Integrated Supply Management, 15(2), 121-150. https://doi.org/10.1504/IJISM.2022.121909 Go to original source...
  8. Arvis, J. F., Ojala, L., Wiederer, C., et al. (2018). Connecting to compete 2018: trade logistics in the global economy. World Bank Working Paper No. 128355. Go to original source...
  9. Bag, S., Gupta, S., Luo, Z. (2020). Examining the role of logistics 4.0 enabled dynamic capabilities on firm performance. The International Journal of Logistics Management, 31(3), 607-628. https://doi.org/10.1108/IJLM-11-2019-0311 Go to original source...
  10. Baron, R. M., Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of personality and social psychology, 51(6), 1173-1182. https://doi.org/10.1037/0022-3514.51.6.1173 Go to original source...
  11. Barreto, L., Amaral, A., Pereira, T. (2017). Industry 4.0 implications in logistics: an overview. Procedia Manufacturing, 13, 1245-1252. https://doi.org/10.1016/j.promfg.2017.09.045 Go to original source...
  12. Biçakcioğlu-Peynirci, N., Hizarci-Payne, A. K., Özgen, Ö., et al. (2020). Innovation and export performance: a meta-analytic review and theoretical integration. European Journal of Innovation Management, 23(5), 789-812. https://doi.org/10.1108/EJIM-06-2019-0149 Go to original source...
  13. Bugarčić, F. Ž., Skvarciany, V. (2024). Logistics Influence on FDI: "hard" versus "soft" Infrastructure Components. European Journal of International Management. https://doi.org/10.1504/EJIM.2022.10051618 Go to original source...
  14. Bugarčić, F. Ž., Skvarciany, V., Stanišić, N. (2020). Logistics performance index in international trade: case of Central and Eastern European and Western Balkans countries. Business: Theory and Practice, 21(2), 452-459. https://doi.org/10.3846/btp.2020.12802 Go to original source...
  15. Çemberci, M., Civelek, M. E., Canbolat, N. (2015). The moderator effect of global competitiveness index on dimensions of logistics performance index. Procedia - Social And Behavioral Sciences, 195, 1514-1524. https://doi.org/10.1016/j.sbspro.2015.06.453 Go to original source...
  16. D'Aleo, V., Sergi, B. S. (2017). Does logistics influence economic growth? The European experience. Management Decision, 55(8), 1613-1628. https://doi.org/10.1108/md-10-2016-0670 Go to original source...
  17. Dallasega, P., Rauch, E., Linder, C. (2018). Industry 4.0 as an enabler of proximity for construction supply chains: A systematic literature review. Computers in Industry, 99, 205-225. https://doi.org/10.1016/j.compind.2018.03.039 Go to original source...
  18. Delfmann, W., Ten Hompel, M., Kersten, W., et al. (2018). Logistics as a science: Central research questions in the era of the fourth industrial revolution. Logistics Research, 11(9), 1-13. https://doi.org/10.23773/2018_9 Go to original source...
  19. Edeh, J. N., Obodoechi, D. N., Ramos-Hidalgo, E. (2020). Effects of innovation strategies on export performance: New empirical evidence from developing market firms. Technological Forecasting and Social Change, 158, 120167. https://doi.org/10.1016/j.techfore.2020.120167 Go to original source...
  20. Ekici, Ş. Ö., Kabak, Ö., Ülengin, F. (2016). Linking to compete: Logistics and global competitiveness interaction. Transport Policy, 48, 117-128. https://doi.org/10.1016/j.tranpol.2016.01.015 Go to original source...
  21. Ekici, Ş. Ö., Kabak, Ö., Ülengin, F. (2019). Improving logistics performance by reforming the pillars of Global Competitiveness Index. Transport Policy, 81, 197-207. https://doi.org/10.1016/j.tranpol.2019.06.014 Go to original source...
  22. Facchini, F., Oleśków-Szłapka, J., Ranieri, L., et al. (2019). A maturity model for logistics 4.0: An empirical analysis and a roadmap for future research. Sustainability, 12(1), 86. https://doi.org/10.3390/su12010086 Go to original source...
  23. Gani, A. (2017). The Logistics Performance Effect in International Trade. Asian Journal of Shipping and Logistics, 33(4), 279-288. https://doi.org/10.1016/j.ajsl.2017.12.012 Go to original source...
  24. Hausman, W. H., Lee, H. L., Subramanian, U. (2013). The impact of logistics performance on trade. Production and Operations Management, 22(2), 236-252. https://doi.org/10.1111/j.1937-5956.2011.01312.x Go to original source...
  25. Hofmann, E., Rüsch, M. (2017). Industry 4.0 and the current status as well as future prospects on logistics. Computers in Industry, 89, 23-34. https://doi.org/10.1016/j.compind.2017.04.002 Go to original source...
  26. Jagtap, S., Bader, F., Garcia-Garcia, G., et al. (2020). Food logistics 4.0: Opportunities and challenges. Logistics, 5(1), 2. https://doi.org/10.3390/logistics5010002 Go to original source...
  27. Kayikci, Y. (2018). Sustainability impact of digitization in logistics. Procedia Manufacturing, 21, 782-789. https:// doi.org/10.1016/J.PROMFG.2018.02.184 Go to original source...
  28. Lai, K. H., Wong, C. W. Y., Cheng, T. C. E. (2010). Bundling digitized logistics activities and its performance implications. Industrial Marketing Management, 39(2), 273-286. https://doi.org/10.1016/j.indmarman.2008.08.002 Go to original source...
  29. Luttermann, S., Kotzab, H., Halaszovich, T. (2020). The impact of logistics performance on exports, imports and foreign direct investment. World Review of Intermodal Transportation Research, 9(1), 27-46. https://doi.org/10.1504/WRITR.2020.106444 Go to original source...
  30. Martí, L., Puertas, R., García, L. (2014). The importance of the Logistics Performance Index in international trade. Applied economics, 46(24), 2982-2992. https://doi.org/10.1080/00036846.2014.916394 Go to original source...
  31. Mićić, V. (2020). Industry 4.0 development conditions in the Republic of Serbia. FACTA UNIVERSITATIS - Economics and Organization, 17(2), 97-112. Go to original source...
  32. Moldabekova, A., Philipp, R., Satybaldin, A. A., et al. (2021). Technological readiness and innovation as drivers for logistics 4.0. The Journal of Asian Finance, Economics, and Business, 8(1), 145-156. https://doi.org/10.13106/jafeb.2021.vol8.no1.145 Go to original source...
  33. Mostafiz, M. I., Sambasivan, M., Goh, S. K. (2021). Antecedents and consequences of market orientation in international B2B market: role of export assistance as a moderator. Journal of Business & Industrial Marketing, 36(6), 1058-1075. https://doi.org/10.1108/JBIM-09-2019-0411 Go to original source...
  34. Núñez-Merino, M., Maqueira-Marín, J. M., Moyano-Fuentes, J., et al. (2020). Information and digital technologies of Industry 4.0 and Lean supply chain management: a systematic literature review. International Journal of Production Research, 58(16), 5034-5061. https://doi.org/10.1080/00207543.2020.1743896 Go to original source...
  35. Puertas, R., Martí, L., García, L. (2014). Logistics performance and export competitiveness: European experience. Empirica, 41(3), 467-480. https://doi.org/10.1007/s10663-013-9241-z Go to original source...
  36. Richey Jr., R. G., Davis-Sramek, B. (2020). Supply Chain Management and Logistics: An Editorial Approach for a New Era. Journal of Business Logistics, 41(2), 90-93. https://doi.org/10.1111/jbl.12251 Go to original source...
  37. Schwab, K. (2017). The fourth industrial revolution. New York: Currency. ISBN 978-1524758868.
  38. Sergi, B. S., D'Aleo, V., Konecka, S., et al. (2021). Competitiveness and the Logistics Performance Index: The ANOVA method application for Africa, Asia, and the EU regions. Sustainable Cities and Society, 69, 102845. https://doi.org/10.1016/j.scs.2021.102845 Go to original source...
  39. Ślusarczyk, B., Tvaronavičienė, M., Haque, A. U., et al. (2020). Predictors of Industry 4.0 technologies affecting logistic enterprises' performance: international perspective from economic lens. Technological and economic development of economy, 26(6), 1263-1283. https://doi.org/10.3846/tede.2020.13376 Go to original source...
  40. Strange, R., Zucchella, A. (2017). Industry 4.0, global value chains and international business. Multinational Business Review, 25(3), 174-184. https://doi.org/10.1108/MBR-05-2017-0028 Go to original source...
  41. Timm, I. J., Lorig, F. (2015). Logistics 4.0-A challenge for simulation. In: IEEE. 2015 Winter Simulation Conference (WSC), 3118-3119. https://doi.org/10.1109/WSC.2015.7408428 Go to original source...
  42. Torbacki, W., Kijewska, K. (2019). Identifying Key Performance Indicators to be used in Logistics 4.0 and Industry 4.0 for the needs of sustainable municipal logistics by means of the DEMATEL method. Transportation Research Procedia, 39, 534-543. https://doi.org/10.1016/j.trpro.2019.06.055 Go to original source...
  43. Udeagha, M. C., Ngepah, N. (2021). The asymmetric effect of trade openness on economic growth in South Africa: a nonlinear ARDL approach. Economic Change and Restructuring, 54(2), 491-540. https://doi.org/10.1007/s10644-020-09285-6 Go to original source...
  44. Ullah, S., Adebayo, T. S., Irfan, M., et al. (2023). Environmental quality and energy transition prospects for G-7 economies: The prominence of environment-related ICT innovations, financial and human development. Journal of Environmental Management, 342, 118120. https://doi.org/10.1016/j.jenvman.2023.118120 Go to original source...
  45. WEF (2017). Impact of the Fourth Industrial Revolution on Supply Chains. Genève: World Economic Forum.
  46. Winkelhaus, S., Grosse, E. H. (2020). Logistics 4.0: a systematic review towards a new logistics system. International Journal of Production Research, 58(1), 18-43. https://doi.org/10.1080/00207543.2019.1612964 Go to original source...
  47. Zaninović, P. A., Zaninović, V., Skender, H. P. 2020. The effects of logistics performance on international trade: EU15 vs CEMS. Economic Research - Ekonomska Istraživanja, 1-17. https://doi.org/10.1080/1331677X.2020.1844582 Go to original source...

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