Digital Innovation and Technology Driven Evaluation of Maritime Safety Systems Performance in Indonesia
Abstract
Maritime safety remains a critical challenge in complex shipping environments, where human error continues to dominate accident causation despite technological advancements. This study aims to evaluate maritime safety system performance in Indonesia through a digital innovation and technology-driven perspective by introducing Adaptive Safety Intelligence (ASI) as an integrative framework linking safety leadership, competency-based training, seafarer well-being, and empowerment. A mixed-methods design combining Structural Equation Modeling (SEM) with qualitative insights was used, involving data from 508 Indonesian seafarers and 30 stakeholders from shipping companies, regulators, and maritime management. The model shows strong validity and reliability, with R² values of 0.878 for ASI, 0.663 for seafarer autonomy and empowerment, and 0.676 for safety performance. The findings empirically confirm ASI as a central mediating construct that translates leadership, training, and well-being into improved empowerment and safety outcomes. This study concludes that maritime safety should be seen as an adaptive, human-centered, and digitally enabled system, emphasizing leadership-driven safety culture, well-being interventions, and integrated maritime systems for strengthening safety governance in Indonesia.
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References
[1] A. A. Siregar, “Historical trace of the spice road as an economic center indonesian trade and cultural heritage,” Jurnal Pamator: Jurnal Ilmiah Universitas Trunojoyo, vol. 17, no. 4, pp. 667–674, 2024.
[2] Y. Wang, X. Xiao, and Y. Ji, “A review of lca studies on marine alternative fuels: fuels, methodology, case studies, and recommendations,” Journal of Marine Science and Engineering, vol. 13, no. 2, p. 196, 2025.
[3] Ministry of National Development Planning/National Development Planning Agency (Bappenas), “Public Private Partnerships: Infrastructure Project Plan in Indonesia 2025,” Ministry of National Development Planning/National Development Planning Agency (Bappenas), Jakarta, Indonesia, Tech. Rep., 2025, accessed: 2026-01-08. [Online]. Available: https://perpustakaan.bappenas.go.id/e-library/file_upload/koleksi/dokumenbappenas/konten/Dokumen%202025/Konten/PPP%20Book%202025.pdf
[4] A. D. P. Junus, P. Tjiptoherijanto, N. Sobari, and A. Subroto, “The the developing global employability competencies of indonesian seafarers for enhanced end-user acceptance through brand experiences,” International Journal of Social Science and Business, vol. 7, no. 3, pp. 783–792, 2023.
[5] D. Misnawati, B. Perdana, S. Ariana, N. Damayanti, and D. R. Saputra, “Filter bubble phenomenon on instagram and its impact on teenagers lifestyle and social interaction,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 3, pp. 973–985, 2025, https://doi.org/10.34306/att.v7i3.692.
[6] T. Hariguna, B. B. Madon, and U. Rahardja, “User’intention to adopt blockchain certificate authentication technology towards education,” in AIP Conference Proceedings, vol. 2808, no. 1. AIP Publishing, 2023.
[7] G. A. Fita, A. Ismira, R. I. Khaldun, and D. Fatra, “Patterns of transnational crime in the border of sulawesi sea-sulu sea and threats to indonesia’s maritime,” Resolusi: Jurnal Sosial Politik, vol. 5, no. 2, pp. 133–142, 2022.
[8] D. Y. Rinaldy, “Reliability of international safety management (ism) code implementation in operational risk management of shipping industry,” in Proceedings of International Conference on Economics Business and Government Challenges, vol. 5, no. 1, 2022, pp. 56–64.
[9] J. Kim, M. Yu, and S. S. Hyun, “Study on factors that influence human errors: focused on cabin crew,” International journal of environmental research and public health, vol. 19, no. 9, p. 5696, 2022.
[10] S. Watini, L. Magdalena, T. W. Wirjawan, A. Gunawan, D. Julianingsih, and N. Ivanov, “Social media as a tool for transforming childhood learning mechanisms in edupreneurship,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 1, pp. 109–119, 2025, https://doi.org/10.34306/att.v7i1.475.
[11] M. A. Choiron, P. H. Setyarini, A. Nurwahyudy et al., “Fishing vessel safety in indonesia: A study of accident characteristics and prevention strategies,” International Journal of Safety & Security Engineering, vol. 14, no. 2, pp. 499–511, 2024.
[12] S. Shukla and D. Dhankher, “Mental health problems and factors affecting seafafers health,” JournalNX, vol. 8, no. 6, pp. 169–176, 2022.
[13] D.-T. Nguyen and T. K. Dao, “The mediating role of innovation in the relationship between high-performance human resource management practices and firm performance,” Heliyon, vol. 9, no. 12, 2023.
[14] L. Sartori and A. Theodorou, “A sociotechnical perspective for the future of ai: narratives, inequalities, and human control,” Ethics and Information Technology, vol. 24, no. 1, p. 4, 2022.
[15] P. Akbarighatar, I. Pappas, and P. Vassilakopoulou, “A sociotechnical perspective for responsible ai maturity models: Findings from a mixed-method literature review,” International Journal of Information Management Data Insights, vol. 3, no. 2, p. 100193, 2023.
[16] E. Sulistyaningsih, W. Murti, and C. Ratnasih, “Analysis of e-marketing strategy and business innovation in optimizing improvement of service quality and its effect on msme income,” ADI Journal on Recent Innovation, vol. 5, no. 2, pp. 155–167, 2024.
[17] I. T. de Souza, A. C. Rosa, M. C. R. Vidal, M. K. Najjar, A. W. Hammad, and A. N. Haddad, “Information technologies in complex socio-technical systems based on functional variability: a case study on hvac maintenance work orders,” Applied Sciences, vol. 11, no. 3, p. 1049, 2021.
[18] A. Taufiq, N. K. Hidayat, and F. Basbeth, “The analysis of leadership and safety behavior towards safety culture through safety climate,” Budapest International Research and Critics Institute-Journal (BIRCI-Journal), vol. 5, no. 3, 2022.
[19] N. Senbursa and E. Dunder, “The mediating effect of well-being, happiness, and trust in the relationship between work-life balance and work effectiveness in seafarers,” INQUIRY: The Journal of Health Care Organization, Provision, and Financing, vol. 61, p. 00469580241254745, 2024.
[20] C. Aurora and T. Mauritsius, “Creation of rag chatbot in answering queries related to banking terms using microsoft azure,” International Journal of Cyber and IT Service Management (IJCITSM), vol. 5, no. 2, pp. 144–155, 2025.
[21] V. Salehi, B. Veitch, and D. Smith, “Modeling complex socio-technical systems using the fram: A literature review,” Human factors and ergonomics in manufacturing & service industries, vol. 31, no. 1, pp. 118–142, 2021.
[22] F. De Leo, V. Elia, M. G. Gnoni, and F. Tornese, “Integrating safety-i and safety-ii approaches in near miss management: A critical analysis,” Sustainability, vol. 15, no. 3, p. 2130, 2023.
[23] U. Nations, “Sustainable development goals,” 2023, accessed: 2026-01-08. [Online]. Available: https://sdgs.un.org/goals
[24] D. H. Abel, U. Rusilowati, F. Firmansyah, O. A. D. Wulandari, N. A. Lindzani, and E. D. Astuti, “Comparative analysis of technological integration in human resources management during industry 4.0,” in 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT). IEEE, 2024, pp. 1–6.
[25] R. A. Sunarjo, T. Pujiati, D. Apriliasari, and M. Hardini, “Digital onboarding in agricultural platforms and its impact on agricultural productivity,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 6, no. 2, pp. 205–214, 2025.
[26] F. I. Agastya, H. Hartono et al., “Analysis of the influence wakuliner. com website quality on customer trust, experience, and loyalty using webqual 4.0 method,” in 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS). IEEE, 2024, pp. 1–6.
[27] K. D. Hartomo and C. Arthur, “Enhanced msme support allocation with integrated k-means and tukey’s outlier detection,” in Intelligent Systems Conference. Springer, 2024, pp. 241–257.
[28] I. Shantilawati, O. I. Suri, R. A. Sunarjo, S. A. Anjani, and D. Robert, “Unveiling new horizons: Ai-driven decision support systems in hrm - a novel bibliometric perspective,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 1, pp. 252–263, 2025, https://doi.org/10.34306/att.v7i1.561.
[29] M. I. V. Fajrin, “The influence of safety leadership and safety climate on safety behavior is mediated by safety motivation in sugar factory employees,” Asian Journal of Engineering, Social and Health, vol. 3, no. 9, pp. 1971–1981, 2024.
[30] S. Fan, E. Blanco-Davis, S. Fairclough, J. Zhang, X. Yan, J. Wang, and Z. Yang, “Incorporation of seafarer psychological factors into maritime safety assessment,” Ocean & Coastal Management, vol. 237, p. 106515, 2023.
[31] D.-H. Ham, “Safety-ii and resilience engineering in a nutshell: an introductory guide to their concepts and methods,” Safety and health at work, vol. 12, no. 1, pp. 10–19, 2021.
[32] B. Wang, “Safety intelligence as an essential perspective for safety management in the era of safety 4.0: From a theoretical to a practical framework,” Process Safety and Environmental Protection, vol. 148, pp. 189–199, 2021.
[33] M. Rakhmansyah, M. S. Hadi, S. R. P. Junaedi, F. A. Ramahdan, and S. N. W. Putra, “Integrating blockchain and ai in business operations to enhance transparency and efficiency within decentralized ecosystems,” ADI Journal on Recent Innovation, vol. 6, no. 2, pp. 157–167, 2025.
[34] D. Abbas, K. Siahaan, and M. Yusup, “Design thinking as a business model for empowering creative entrepreneurs in the digital era,” Startupreneur Business Digital (SABDA Journal), vol. 4, no. 2, pp. 124–133, 2025.
[35] A. S. Anwar, U. Rahardja, A. G. Prawiyogi, N. P. L. Santoso, and S. Maulana, “ilearning model approach in creating blockchain based higher education trust,” Int. J. Artif. Intell. Res, vol. 6, no. 1, 2022.
[36] M. Sujan, “Safety-ii,” Patient Safety: Emerging Applications of Safety Science, 2024.
[37] A. Pambudi, R. A. Sunarjo, S. A. Anjani, S. Maulana et al., “A bibliometric analysis of entrepreneurship education publications using the dimensions database,” in 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT). IEEE, 2024, pp. 1–7.
[38] N. Swastiningsih, “Life as a breastfeeding-working-mother: understanding challenges and support systems that contribute to the success of breastfeeding among working-mothers in indonesia: a thesis presented in partial fulfilment of the requirements for the degree of doctor of philosophy in psychology at massey university, palmerston north, new zealand,” 2024.
[39] I. K. D. Suryawan, A. Setyanto, E. Utami et al., “Enhancing financial trading strategies with pattern recognition: A systematic literature review of methods, trend and challenge,” in 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS). IEEE, 2024, pp. 1–6.
[40] J. W. Creswell and V. Plano Clark, “Revisiting mixed methods research designs twenty years later,” Handbook of mixed methods research designs, vol. 1, no. 1, pp. 21–36, 2023.
[41] D. C. Coker and A. Akande, “Preparation, development, and refinement of the interview protocol in qualitative research.” Qualitative Report, vol. 30, no. 8, 2025.
[42] X. Jianbin, “Conducting semi-structured interviews in social service research: A practical guide,” 2024, accessed: 2026-01-08. [Online]. Available: https://fass.nus.edu.sg/ssr/wp-content/uploads/sites/8/2024/07/SSR-Research-Guide-2024-Conducting-Semi-Structured-Interviews-in-Social-Service-Research.pdf
[43] S. Candra, L. Yuntina, E. Saribanon, S. J. Panatap, and E. Liana, “Qualitative method concepts: Literature review, focus group discussion, ethnography and grounded theory,” SIBER journal of advanced multidisciplinary. : Yayasan Dharma Indonesia Tercinta (Dinasti), vol. 2, no. 2, pp. 262–275, 2024.
[44] V. Braun and V. Clarke, “Toward good practice in thematic analysis: Avoiding common problems and be (com) ing a knowing researcher,” International journal of transgender health, vol. 24, no. 1, pp. 1–6, 2023.
[45] M. D. Fetters, “A comprehensive taxonomy of research designs, a scaffolded design figure for depicting essential dimensions, and recommendations for achieving design naming conventions in the field of mixed methods research,” pp. 394–411, 2022.
[46] O. A. Osobajo, Y. Koliousis, and H. McLaughlin, “Stakeholder engagement: a conceptual framework and initial validation to foster sustainability development in a maritime cluster,” European journal of sustainable development research, vol. 5, no. 1, p. em0149, 2021.
[47] A. Firasati, F. Azzahra, S. R. P. Junaedi, A. Evans, M. Madani, and F. P. Oganda, “The role information technology in increasing the effectiveness accounting information systems and employee performance,” International Journal of Cyber and IT Service Management, vol. 4, no. 2, pp. 114–121, 2024.
[48] M. R. Anwar and L. D. Sakti, “Integrating artificial intelligence and environmental science for sustainable urban planning,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 5, no. 2, pp. 179–191, 2024.
[49] B. Huda, E. Sediyono, K. D. Hartomo, I. Sembiring, A. Fauzi, and A. L. Hananto, “Evaluation quality of e-learning x using iso/iec 25010 framework and design thinking approach,” in 2023 6th International Conference on Information and Communications Technology (ICOIACT). IEEE, 2023, pp. 114–119.
[50] A. Sutarman, R. Aprianto, R. Mitrev, R. Adyatama, and M. Yusup, “Influence of digital technology & data analytics on strategic decision making,” Startupreneur Business Digital (SABDA Journal), vol. 4, no. 1, pp. 12–23, 2025.
[51] J. Gonzales, “Harbor pilot’s decision making: A case study,” Ph.D. dissertation, Capella University, 2022.
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Copyright (c) 2026 Septina Dwi Retnandari, Khaeroman, Aris Toening Winarni, Wolfgang Busse

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