Design of Digital Learning for Preventing Human Error in Ship Accidents

Shanty Yahya

Abstract


Shipping safety is a main priority in all industries, including the shipping industry. The shipping industry must provide guarantee of the safety of people and cargoes in the shipping process. Ensuring shipping safety will support increased world trade. The development of the shipping industry has increased due to world trade, but this increase is not consistent with shipping safety standards. Shipping safety is low due to the quantity of ship accidents that have caused fatality and property loss. Humans error are one of the factors causing ship accidents. Inadequate skill and competence of ship crew is one of the indicators in human error that can cause ship accidents. Inadequate skill and competence of ship crew due to limited time and space to learn and improve their skills and competency. Purpose of this study is to develop maritime learning application prototype, that can be used crews to learn by ship and improve their competence and skills with flexible time and place. The name is application is Smart Shipping. The method used in this research is the waterfall method. The result of this research is an e-learning Prototype that was designed based on user’s competence and subject expertise as well as the position on the ship. Material in this e-learning can be downloaded for offline learning. Furthermore, e-learning provides learning evaluation to measure user understanding through questions, exercises, and tests. The shipping industry can use this e-learning as a preventive action of ship accidents due to human error.


Keywords


smart shipping, e-learning, ship crews, shipping safety, competency improvement, ship accidents

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References


T. Kececi and O. Arslan, “SHARE Technique : A Novel Approach to Root Cause Analysis of Ship Accidents,” vol. 96, pp. 1–21, 2017.

J. Chen, F. Zhang, C. Yang, C. Zhang, and L. Luo, “Factor and trend analysis of total-loss marine casualty using a fuzzy matter element method,” Int. J. Disaster Risk Reduct., vol. 24, no. July, pp. 383–390, 2017, doi: 10.1016/j.ijdrr.2017.07.001.

L. Zhang, H. Wang, Q. Meng, and H. Xie, “Ship accident consequences and contributing factors analyses using ship accident investigation reports,” Proc. Inst. Mech. Eng. Part O J. Risk Reliab., vol. 233, no. 1, pp. 35–47, 2019, doi: 10.1177/1748006X18768917.

S. Kum and B. Sahin, “A root cause analysis for Arctic Marine accidents from 1993 to 2011,” Saf. Sci., vol. 74, pp. 206–220, 2015, doi: 10.1016/j.ssci.2014.12.010.

D. H. Kim, “Human factors influencing the ship operator’s perceived risk in the last moment of collision encounter,” Reliab. Eng. Syst. Saf., vol. 203, no. June, p. 107078, 2020, doi: 10.1016/j.ress.2020.107078.

Y. Bhattacharya, “Measuring Safety Culture on Ships Using Safety Climate: A Study among Indian Officers,” Int. J. e-Navigation Marit. Econ., vol. 3, pp. 51–70, 2015, doi: 10.1016/j.enavi.2015.12.006.

Shanty, H. Supomo, and S. Nugroho, “Analysis of crew competence factor in the ship collisions (Case study: Collision accident in Indonesian waters),” IOP Conf. Ser. Earth Environ. Sci., vol. 557, no. 1, 2020, doi: 10.1088/1755-1315/557/1/012047.

S. M. E. DEMİRCİ, R. CANIMOĞLU, and H. ELÇİÇEK, “An Evaluation of the Effects of Human Factors on Potential Ship Accidents Under Pilotage,” Mar. Sci. Technol. Bull., vol. 11, no. 1, pp. 76–87, 2022, doi: 10.33714/masteb.1064311.

J. R. Cordon, J. M. Mestre, and J. Walliser, “Human factors in seafaring: The role of situation awareness,” Saf. Sci., vol. 93, pp. 256–265, 2017, doi: 10.1016/j.ssci.2016.12.018.

S. Yahya, “Organization as the Cause of Ship Collision in Indonesian Waters,” pp. 1–4.

U. Yıldırım, E. Başar, and Ö. Uğurlu, “Assessment of collisions and grounding accidents with human factors analysis and classification system (HFACS) and statistical methods,” Saf. Sci., vol. 119, no. September, pp. 412–425, 2019, doi: 10.1016/j.ssci.2017.09.022.

B. Strauch, “John Senders, Human Error, and System Safety,” Hum. Factors, 2021, doi: 10.1177/00187208211001982.

W. C. Lin and H. H. Cheng, “Improving maritime safety through enhancing marine process management: the application of balanced scorecard,” Manag. Decis., vol. 59, no. 3, pp. 604–615, 2020, doi: 10.1108/MD-08-2019-1044.

A. Agarwal, S. Sharma, V. Kumar, and M. Kaur, “Effect of E-learning on public health and environment during COVID-19 lockdown,” Big Data Min. Anal., vol. 4, no. 2, pp. 104–115, 2021, doi: 10.26599/BDMA.2020.9020014.

S. Ali, S. R. Gulliver, M. A. Uppal, and M. Basir, “Research investigating individual device preference and e-learning quality perception: can a one-solution-fits-all e-learning solution work?,” Heliyon, vol. 7, no. 6, p. e07343, 2021, doi: 10.1016/j.heliyon.2021.e07343.

S. H. Kim and S. Park, “Influence of learning flow and distance e-learning satisfaction on learning outcomes and the moderated mediation effect of social-evaluative anxiety in nursing college students during the COVID-19 pandemic: A cross-sectional study,” Nurse Educ. Pract., vol. 56, no. May, p. 103197, 2021, doi: 10.1016/j.nepr.2021.103197.

R. Sidhu and W. H. Gage, “Enhancing the odds of adopting e-learning or community-focused experiential learning as a teaching practice amongst university faculty,” Heliyon, vol. 7, no. 4, p. e06704, 2021, doi: 10.1016/j.heliyon.2021.e06704.

A. Bani Hani et al., “E-Learning during COVID-19 pandemic; Turning a crisis into opportunity: A cross-sectional study at The University of Jordan,” Ann. Med. Surg., vol. 70, no. August, p. 102882, 2021, doi: 10.1016/j.amsu.2021.102882.

W. Cidral, M. Aparicio, and T. Oliveira, “Students’ long-term orientation role in e-learning success: A Brazilian study,” Heliyon, vol. 6, no. 12, p. e05735, 2020, doi: 10.1016/j.heliyon.2020.e05735.

N. M. Alqudah, H. M. Jammal, O. Saleh, Y. Khader, N. Obeidat, and J. Alqudah, “Perception and experience of academic Jordanian ophthalmologists with E-Learning for undergraduate course during the COVID-19 pandemic,” Ann. Med. Surg., vol. 59, no. June, pp. 44–47, 2020, doi: 10.1016/j.amsu.2020.09.014.

H. Baber, “Modelling the acceptance of e-learning during the pandemic of COVID-19-A study of South Korea,” Int. J. Manag. Educ., vol. 19, no. 2, p. 100503, 2021, doi: 10.1016/j.ijme.2021.100503.

R. M. Logan, C. E. Johnson, and J. W. Worsham, “Development of an e-learning module to facilitate student learning and outcomes,” Teach. Learn. Nurs., vol. 16, no. 2, pp. 139–142, 2021, doi: 10.1016/j.teln.2020.10.007.

N. K. Ibrahim et al., “Medical students’ acceptance and perceptions of e-learning during the Covid-19 closure time in King Abdulaziz University, Jeddah,” J. Infect. Public Health, vol. 14, no.1, pp. 17–23, 2021, doi: 10.1016/j.jiph.2020.11.007.

C. A. Azlan et al., “Teaching and learning of postgraduate medical physics using Internet-based e-learning during the COVID-19 pandemic – A case study from Malaysia,” Phys. Medica, vol. 80, no. July, pp. 10–16, 2020, doi: 10.1016/j.ejmp.2020.10.002.

W. O. Oyediran, A. M. Omoare, M. A. Owoyemi, A. O. Adejobi, and R. B. Fasasi, “Prospects and limitations of e-learning application in private tertiary institutions amidst COVID-19 lockdown in Nigeria,” Heliyon, vol. 6, no. 11, 2020, doi: 10.1016/j.heliyon.2020.e05457.

M. J. Nácher, L. Badenes-Ribera, C. Torrijos, M. A. Ballesteros, and E. Cebadera, “The effectiveness of the GoKoan e-learning platform in improving university students’ academic performance,” Stud. Educ. Eval., vol. 70, 2021, doi: 10.1016/j.stueduc.2021.101026.

S. F. Shetu, M. M. Rahman, A. Ahmed, M. F. Mahin, M. A. U. Akib, and M. Saifuzzaman, “Impactful e-learning framework: A new hybrid form of education,” Curr. Res. Behav. Sci., vol. 2, no. March, p. 100038, 2021, doi: 10.1016/j.crbeha.2021.100038.

S. Yahya, H. Supomo, and S. Nugroho, “Root Cause Analysis Of Shinking Ship: Case Study In Indonesia Water,” Int. J. Mech. Prod. Eng. Res. Dev., vol. 10, no. 3, pp. 16225–16242,2020,https://www.researchgate.net/publication/350007674

A. Bossman and S. K. Agyei, “Technology and instructor dimensions, e-learning satisfaction, and academic performance of distance students in Ghana,” Heliyon, vol. 8, no. 4, p. e09200, 2022, doi: 10.1016/j.heliyon.2022.e09200.

B. Alojaiman, “Toward Selection of Trustworthy and Efficient E-Learning Platform,” IEEE Access, vol. 9, pp. 133889–133901,2021, doi: 10.1109/ACCESS.2021.3114150.

N. M. Alqudah, H. M. Jammal, O. Saleh, Y. Khader, N. Obeidat, and J. Alqudah, “Perception and experience of academic Jordanian ophthalmologists with E-Learning for undergraduate course during the COVID-19 pandemic,” Ann. Med. Surg., vol. 59, no. September, pp. 44–47, 2020, doi: 10.1016/j.amsu.2020.09.014.




DOI: http://dx.doi.org/10.12962/j25481479.v9i4.21873

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