Supply Chain Digital Integration and Operational Resilience: An Empirical Study Based on Matched Data Between Manufacturing and Logistics Firms in Central and Eastern Europe

Haiqiang Wang1
1 Department of Trade and Logistics, Daegu Catholic University, Gyeongsan, Daegu, Republic of Korea
International Scientific Technical and Economic Research 2026, Vol. 4, No. 1, pp. 23-46
DOI: 10.71451/ISTAER2602
Received: 25 November 2025; Revised: 17 December 2025; Accepted: 31 December 2025; Published: 15 January 2026
Abstract

Based on the resource-based view and dynamic capability theory, this study constructs a chain-mediated model to examine the impact of supply chain digital integration on the operational resilience of manufacturing enterprises. Through empirical analysis of 480 pairs of manufacturing enterprises and logistics service providers in seven Central and Eastern European countries, the study finds that: First, supply chain digital integration significantly improves enterprise operational resilience (β = 0.356-0.381, p < 0.01). Second, digital integration indirectly enhances operational resilience through two pathways: operational synergy (indirect effect = 0.197, 95% CI [0.152, 0.254]) and knowledge synergy (indirect effect = 0.170, 95% CI [0.128, 0.226]), with mediating effects accounting for 34.1% and 26.4% of the total effect, respectively. Furthermore, relationship stability (interaction term β = 0.129, p < 0.01) and technological capability matching (interaction term β = 0.144, p < 0.01) both significantly enhanced the role of digital integration in promoting resilience. Heterogeneity analysis further indicated that this effect was more pronounced in regions with weaker institutional environments, SMEs, and highly complex manufacturing industries. This study expands the theoretical framework of supply chain digitalization and resilience from a bilateral collaborative perspective and provides empirical evidence for manufacturing enterprises in Central and Eastern Europe to build systemic resilience through digital integration.

Keywords
Supply chain digital integration Operational resilience Operational collaboration Bilateral matching data Central and Eastern European manufacturing enterprises
References
  1. Yang, S., & Fu, Y. (2025). Interconnectedness among supply chain disruptions, energy crisis, and oil market volatility on economic resilience. Energy Economics, 143, 108290. DOI: 10.1016/j.eneco.2025.108290
  2. Zhang, Y., Sánchez Arnau, E., & Sánchez Pérez, E. A. (2025). Impact of Geopolitical and International Trade Dynamics on Corporate Vulnerability and Insolvency Risk: A Graph-Based Approach. Information, 16, 525. DOI: 10.3390/info16070525
  3. Golgeci, I., Roscoe, S., Gligor, D. M., & Oh, C. H. (2025). Advancing the sociopolitical view of supply chain management. International Journal of Operations & Production Management, 45, 955-984. DOI: 10.1108/IJOPM-03-2025-0175
  4. Molnár, E., Nagy, C., & Kiss, E. (2025). Between costs and distances: production network integration and regional environment of the Hungarian light industry. Geoforum, 165, 104368. DOI: 10.1016/j.geoforum.2025.104368
  5. Landesmann, M. A., & Stöllinger, R. (2019). Structural change, trade and global production networks: An ‘appropriate industrial policy’ for peripheral and catching-up economies. Structural Change and Economic Dynamics, 48, 7-23. DOI: 10.1016/j.strueco.2018.04.001
  6. Feo-Valero, M., Botella-Andreu, A., Martínez-Moya, J., Pallardó-López, V. J., Requena-Silvente, F., & Sala-Garrido, R. (2024). Exploring supply chain and regional resilience through the analysis of the transport dimension. Case Studies on Transport Policy, 16, 101216. DOI: 10.1016/j.cstp.2024.101216
  7. Ali, I., & Gölgeci, I. (2019). Where is supply chain resilience research heading? A systematic and co-occurrence analysis. International Journal of Physical Distribution & Logistics Management, 49, 793-815. DOI: 10.1108/IJPDLM-02-2019-0038
  8. Roy, S., Orthy, A. R., & Roy, P. P. (2023). The Role of Resource Allocation Efficiency in Supply Chain of Textile & Apparel Manufacturing Industries. American Journal of Scholarly Research and Innovation, 2, 30-51. DOI: 10.63125/c5wry644
  9. Singh, P. (2024). Measuring the broader value proposition of digital transformation in supply chains. International Journal of Supply Chain Management, 13(1), 16-24. DOI: 10.59160/ijscm.v13i1.6222
  10. Islam, M. T. (2024). A systematic literature review on building resilient supply chains through circular economy and digital twin integration. Frontiers in Applied Engineering and Technology, 1, 304-324. DOI: 10.1002/bse.70038
  11. Gomaa, A. H. (2025). Lean 4.0: A Strategic Roadmap for Operational Excellence and Innovation in Smart Manufacturing. International Journal of Emerging Science and Engineering (IJESE), 13, 1-14. DOI: 10.35940/ijese.D2592.13050425
  12. Resman, M., Debevec, M., & Herakovič, N. (2025). Using Digital Twin Technology to Improve the Organization of the Supply Chain in Piece Type of Production. Systems, 13(7), 505. DOI: 10.3390/systems13070505
  13. Yusuf, S. O., Ikhine, I. V., Nyamekeh, R., Oluwadare, O. E., Afoakwah, B., & Yusuf, N. (2025). The Impact of AI on Supply Chain Operations: A comparative analysis of traditional vs AI-enabled Processes. World Journal of Advanced Research and Reviews, 27(2). DOI: 10.30574/wjarr.2025.27.2.3027
  14. Abdelaziz, S., & Munawaroh, M. (2024). Mitigating supply chain vulnerabilities: a bibliometric analysis of sustainable logistics for resilience and risk management with perspectives on the automotive industry. International Journal of Automotive Science and Technology, 8, 544-588. DOI: 10.30939/ijastech.1554338
  15. Ivanov, D. (2021). Digital supply chain management and technology to enhance resilience by building and using end-to-end visibility during the COVID-19 pandemic. IEEE Transactions on Engineering Management, 71, 10485-10495. DOI: 10.1109/TEM.2021.3095193
  16. Alfaqiyah, E., Alzubi, A., Aljuhmani, H. Y., & Öz, T. (2025). How industry 4.0 technologies enhance supply chain resilience: the interplay of agility, adaptability, and customer integration in manufacturing firms. Sustainability, 17, 7922. DOI: 10.3390/su17177922
  17. Wu, H., Li, G., & Zheng, H. (2024). How does digital intelligence technology enhance supply chain resilience? Sustainable framework and agenda. Annals of Operations Research, 1-23. DOI: 10.1007/s10479-024-06104-3
  18. Babaei, F., Boozarjomehry, R. B., Ravandi, Z. K., & Pishvaie, M. R. (2025). An information integration framework toward cross-organizational management of integrated energy systems. Journal of Industrial Information Integration, 44, 100791. DOI: 10.1016/j.jii.2025.100791
  19. An, J., Li, S., & Qiao, J. (2025). How does supply chain digitalization affect supply chain transparency? The roles of supply chain collaboration and cross-organizational governance. Business Process Management Journal. DOI: 10.1108/bpmj-11-2024-1071
  20. Statsenko, L., Jayasinghe, R. S., & Soosay, C. (2024). Supply network resilience capabilities: a social–ecological perspective. Supply Chain Management: An International Journal, 29, 1-26. DOI: 10.1108/SCM-11-2022-0438
  21. Gligor, D., Gligor, N., Holcomb, M., & Bozkurt, S. (2019). Distinguishing between the concepts of supply chain agility and resilience: A multidisciplinary literature review. The International Journal of Logistics Management, 30, 467-487. DOI: 10.1108/IJLM-10-2017-0259
  22. 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, 607-628. DOI: 10.1108/IJLM-11-2019-0311
  23. McDonald, S., & Kim Ngo, M. D. (2025). Third-Party Logistics (3PL): Expanding Your Service Portfolio. In Level Up Your Logistics: Mastering Your Supply Chain Evolution (pp. 445-479). Singapore: Springer Nature Singapore. DOI: 10.1007/978-981-95-0533-3_4
  24. Wang, Y., Li, M., Sun, L., Liu, J., & Wang, Y. (2025). Resilience factors and mechanisms in the coal power supply chain: A quantitative analysis using fuzzy DEMATEL, ISM, and ANP methods. PLoS One, 20, e0322952. DOI: 10.1371/journal.pone.0322952
  25. Vaka, D. K. (2024). Integrating inventory management and distribution: A holistic supply chain strategy. International Journal of Managing Value and Supply Chains, 15, 13-23. DOI: 10.5121/ijmvsc.2024.15202
  26. Irfan, I., Sumbal, M. S. U. K., Khurshid, F., & Chan, F. T. (2022). Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities. Industrial Management & Data Systems, 122, 1153-1182. DOI: 10.1108/IMDS-06-2021-0356
  27. Lin, S., Lin, J., Han, F., & Luo, X. R. (2022). How big data analytics enables the alliance relationship stability of contract farming in the age of digital transformation. Information & Management, 59, 103680. DOI: 10.1016/j.im.2022.103680
  28. Li, L., Chai, Q., Lin, J., & Luo, X. (2025). Examining the Interplay Between Blockchain Capability and Big Data Analytics Capability in Driving Sustainable Product Innovation: A Mixed‐Methods Approach. Business Strategy and the Environment. DOI: 10.1002/bse.70278