Fisheries Supply Chain Model Using Structural Equation Modeling (SEM) to Support the SDGs in the Fisheries Industry
DOI:
10.29303/jppipa.v11i10.12325Published:
2025-10-25Downloads
Abstract
The global fisheries supply chain faces challenges related to data integrity, product traceability, and distribution inequality, which impact the achievement of the Sustainable Development Goals (SDGs), particularly SDG 2 (Zero Hunger) and SDG 12 (Responsible Consumption and Production). The main challenges are rooted in three critical pillars: data integrity, product traceability, and distribution inequality. The lack of accurate and transparent fishing data opens up opportunities for illegal, unreported, and unregulated (IUU) fishing, which is seriously depleting fish stocks. The global fisheries supply chain is a complex and vital network, providing a vital source of protein for billions of people worldwide. However, this complex system faces a series of fundamental challenges that threaten environmental sustainability and social equity, and hinder global efforts to achieve the Sustainable Development Goals (SDGs). Blockchain is a disruptive technology that offers transparency and accountability in the supply chain system. This study aims to examine the impact of blockchain technology adoption on food security through fisheries supply chain efficiency, using the Structural Equation Modeling (SEM) method. The results indicate that blockchain has a significant impact on improving logistics efficiency, product traceability, and consumer trust, which indirectly strengthens national food security. Recommendations are directed at synergy between industry players and the government to accelerate blockchain-based supply chain digitalization.
Keywords:
Blockchain, Fisheries, Food security, SDGs, SEM, Supply chainReferences
Abideen, A. Z., Sorooshian, S., Sundram, V. P. K., & Mohammed, A. (2023). Collaborative Insights on Horizontal Logistics to Integrate Supply Chain Planning and Transportation Logistics Planning – A Systematic Review and Thematic Mapping. Journal of Open Innovation: Technology, Market, and Complexity, 9(2), 100066. https://doi.org/10.1016/j.joitmc.2023.100066
Ahmed, H. F., Hosseinian-Far, A., Sarwar, D., & Khandan, R. (2024). Supply Chain Complexity and Its Impact on Knowledge Transfer: Incorporating Sustainable Supply Chain Practices in Food Supply Chain Networks. Logistics, 8(1), 5. https://doi.org/10.3390/logistics8010005
Ahmed, I. E. (2025). Analyzing the Impact of Blockchain Technology on Banking Transaction Costs Using the Random Forest Method. Frontiers in Blockchain, 8, 1551970. https://doi.org/10.3389/fbloc.2025.1551970
Akinbamini, E., Vargas, A., Traill, A., Boza, A., & Cuenca, L. (2025). Critical Analysis of Technologies Enhancing Supply Chain Collaboration in the Food Industry: A Nigerian Survey. Logistics, 9(1), 8. https://doi.org/10.3390/logistics9010008
Aksu, C., & Başaran, I. M. (2025). Development and Validation of a Scale for Sustainable Practices and Their Performance Effects in Logistics Centres. Discover Sustainability, 6(1), 922. https://doi.org/10.1007/s43621-025-01848-9
Bai, C. A., Sarkis, J., & Xue, W. (2024). Improving Operational Efficiency and Effectiveness Through Blockchain Technology. Production Planning & Control, 35(9), 857–865. https://doi.org/10.1080/09537287.2024.2329182
Balcıoğlu, Y. S., Çelik, A. A., & Altındağ, E. (2024). Integrating Blockchain Technology in Supply Chain Management: A Bibliometric Analysis of Theme Extraction via Text Mining. Sustainability, 16(22), 10032. https://doi.org/10.3390/su162210032
Boumaiza, A. (2025). Advancing Sustainable Investment Efficiency and Transparency Through Blockchain-Driven Optimization. Sustainability, 17(5), 2000. https://doi.org/10.3390/su17052000
Braña, C., Brais, C., Cerbule, K., Senff, P., & Stolz, I. K. (2021). Towards Environmental Sustainability in Marine Finfish Aquaculture. Frontiers in Marine Science, 8, 666662. https://doi.org/10.3389/fmars.2021.666662
Delgado, F., Garrido, S., & Bezerra, B. S. (2025). Barriers to Visibility in Supply Chains: Challenges and Opportunities of Artificial Intelligence Driven by Industry 4.0 Technologies. Sustainability, 17(7), 2998. https://doi.org/10.3390/su17072998
Duan, K., Pang, G., & Lin, Y. (2023). Exploring the Current Status and Future Opportunities of Blockchain Technology Adoption and Application in Supply Chain Management. Journal of Digital Economy, 2, 244–288. https://doi.org/10.1016/j.jdec.2024.01.005
Elsayed, R. A. A. (2025). Unveiling the Black Box: Understanding Digital Assets’ Complexity. Future Business Journal, 11(1), 31. https://doi.org/10.1186/s43093-025-00456-3
Guo, H., & Liu, X. (2025). Exploring Trust Dynamics in Finance: The Impact of Blockchain Technology and Smart Contracts. Humanities and Social Sciences Communications, 12(1), 1235. https://doi.org/10.1057/s41599-025-05473-9
Henriksson, P. J. G., Troell, M., Banks, L. K., Belton, B., Beveridge, M. C. M., Klinger, D. H., Pelletier, N., Phillips, M. J., & Tran, N. (2021). Interventions for Improving the Productivity and Environmental Performance of Global Aquaculture for Future Food Security. One Earth, 4(9), 1220–1232. https://doi.org/10.1016/j.oneear.2021.08.009
Hidayat-ur-Rehman, I., & Alsolamy, M. (2023). A SEM-ANN Analysis to Examine Sustainable Performance in SMEs: The Moderating Role of Transformational Leadership. Journal of Open Innovation: Technology, Market, and Complexity, 9(4), 100166. https://doi.org/10.1016/j.joitmc.2023.100166
Hirokawa, T., & Thompson, B. S. (2023). The Influence of New Sustainable Fisheries Policies on Seafood Company Practices and Consumer Awareness in Japan. Marine Policy, 157, 105819. https://doi.org/10.1016/j.marpol.2023.105819
Huang, J-F., Chen, C-T. A., Chen, M-H., Huang, S-L., & Hsu, P-Y. (2023). Structural Equation Modeling of the Marine Ecological System in Nanwan Bay Using SPSS Amos. Sustainability, 15(14), 11435. https://doi.org/10.3390/su151411435
Hübschke, M., Buss, E., Holschbach, E., & Lier, S. (2025). Blockchain in Supply Chain Management: A Comprehensive Review of Success Measurement Methods. Management Review Quarterly. https://doi.org/10.1007/s11301-025-00546-0
Iskamto, D., & Juariyah, L. (2023). Blockchain Technology Challenge in the Future: Data Security and Efficiency. International Journal of Law, Policy, and Governance, 2(2), 65–76. https://doi.org/10.54099/ijlpg.v2i2.708
Jamil, M. A., Mustofa, R., Hossain, N. U. I., Rahman, S. M. A., & Chowdhury, S. (2024). A Structural Equation Modeling Framework for Exploring the Industry 5.0 and Sustainable Supply Chain Determinants. Supply Chain Analytics, 6, 100060. https://doi.org/10.1016/j.sca.2024.100060
Khairunnisa, N., Christiani, F., & Prawiyogi, A. G. (2024). Supply Chain Transparency: Exploring Blockchain Solutions for Enhanced Traceability and Efficiency. Blockchain Frontier Technology, 4(1), 15–22. https://doi.org/10.34306/bfront.v4i1.569
Kukman, T., & Gričar, S. (2025). Blockchain for Quality: Advancing Security, Efficiency, and Transparency in Financial Systems. FinTech, 4(1), 7. https://doi.org/10.3390/fintech4010007
Masa’deh, R., Jaber, M., Sharabati, A-A. A., Nasereddin, A. Y., & Marei, A. (2024). The Blockchain Effect on Courier Supply Chains Digitalization and Its Contribution to Industry 4.0 within the Circular Economy. Sustainability, 16(16), 7218. https://doi.org/10.3390/su16167218
Mastos, T. D., Gotzamani, K., Ieromonachou, P., & Tsiotras, G. (2024). A Structural Equation Model for Sustainable Supply Chain Management in the Food Industry. Foods, 13(23), 3713. https://doi.org/10.3390/foods13233713
Osei, M. B., Papadopoulos, T., Acquaye, A., & Stamati, T. (2023). Improving Sustainable Supply Chain Performance through Organisational Culture: A Competing Values Framework Approach. Journal of Purchasing and Supply Management, 29(2), 100821. https://doi.org/10.1016/j.pursup.2023.100821
Putri, M. W., Chandini, A., Putri, F. F. E., Andriadi, J., & Zefriyenni, Z. (2025). Blockchain and Supply Chain Efficiency: Implications for Managerial Economics. Amkop Management Accounting Review (AMAR), 5(1), 39–48. https://doi.org/10.37531/amar.v5i1.2404
Quach, S., Thaichon, P., Martin, K. D., Weaven, S., & Palmatier, R. W. (2022). Digital Technologies: Tensions in Privacy and Data. Journal of the Academy of Marketing Science, 50(6), 1299–1323. https://doi.org/10.1007/s11747-022-00845-y
Rahman, L. F., Alam, L., Marufuzzaman, M., & Sumaila, U. R. (2021). Traceability of Sustainability and Safety in Fishery Supply Chain Management Systems Using Radio Frequency Identification Technology. Foods, 10(10), 2265. https://doi.org/10.3390/foods10102265
Sabat, K. C., & Krishnamoorthy, B. (2020). Sustainable Supply Chain Management Practices and Their Mediation Effect on Economic Returns. Corporate Governance and Sustainability Review, 4(1), 8–20. https://doi.org/10.22495/cgsrv4i1p1
Sari, D. K., Koestiono, D., & Shinta, A. (2021). Analysis Influence Relationship of Internal and External on Strategy and Sustainable Supply Chains Management on Operational Performance of Food and Beverages Agro-Industries. Agricultural Social Economic Journal, 21(3), 241–250. https://doi.org/10.21776/ub.agrise.2021.021.3.9
Sari, D. W., Islamiya, H. A. T., Sylviana, W., Fawait, M., Amelia, B. S., Hidayanti, I., & Alias, N. S. (2024). The Behavior of Fishermen in Handling Post-Harvest Fish and Its Quality in East Java Province. Aquaculture and Fisheries, S2468550X24001205. https://doi.org/10.1016/j.aaf.2024.08.003
Silvestri, R., Carloni, E., Morrone, D., & Santovito, S. (2025). The Role of Blockchain Technology in Supply Chain Relationships: Balancing Efficiency and Relational Dynamics. Journal of Purchasing and Supply Management, 31(1), 100967. https://doi.org/10.1016/j.pursup.2024.100967
Sun, X., Yu, H., Solvang, W. D., Wang, Y., & Wang, K. (2022). The Application of Industry 4.0 Technologies in Sustainable Logistics: A Systematic Literature Review (2012–2020) to Explore Future Research Opportunities. Environmental Science and Pollution Research, 29(7), 9560–9591. https://doi.org/10.1007/s11356-021-17693-y
Tundys, B., & Wiśniewski, T. (2023). Triple Bottom Line Aspects and Sustainable Supply Chain Resilience: A Structural Equation Modelling Approach. Frontiers in Environmental Science, 11, 1161437. https://doi.rg/10.3389/fenvs.2023.1161437
Umroh, E. A., Maulita, W., Pangestu, M. D. A., Islami, N. N., & Sukidin, S. (2020). Analysis of Fisheries Export Commodities in Banyuwangi Regency, Indonesia. IOP Conference Series: Earth and Environmental Science, 485(1), 012127. https://doi.org/10.1088/1755-1315/485/1/012127
Vågsholm, I., Arzoomand, N. S., & Boqvist, S. (2020). Food Security, Safety, and Sustainability—Getting the Trade-Offs Right. Frontiers in Sustainable Food Systems, 4, 16. https://doi.org/10.3389/fsufs.2020.00016
Yadav, D., Dutta, G., & Kumar, S. (2021). Food Safety Standards Adoption and Its Impact on Firms’ Export Performance: A Systematic Literature Review. Journal of Cleaner Production, 329, 129708. https://doi.org/10.1016/j.jclepro.2021.129708
Yang, H. (2025). Can Blockchain Smart Contracts Improve the Operational Efficiency of Green Supply Chain Emission Reduction Technologies? Finance Research Letters, 85, 108163. https://doi.org/10.1016/j.frl.2025.108163
Zhang, T., Jia, F., & Chen, L. (2025a). Blockchain Adoption in Supply Chains: Implications for Sustainability. Production Planning & Control, 36(5), 699–722. https://doi.org/10.1080/09537287.2023.2296669
Zhang, Y., Lin, Y., & Esfahbodi, A. (2025b). Digital Transformations of Supply Chain Management via RFID Technology: A Systematic Literature Review. Journal of Digital Economy, S2773067025000196. https://doi.org/10.1016/j.jdec.2025.06.001
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