Analysis of the Implementation of the Occupational Safety and Health Management System (SMK3) among Automatic People Mover System (APMS) Personnel at Soekarno–Hatta International Airport
DOI:
https://doi.org/10.38035/jemsi.v8i1.9704Keywords:
Safety Motivation, Safety Culture, SMK3, Operational Performance, APMS, Soekarno-Hatta AirportAbstract
This study aims to analyze the influence of safety motivation and safety culture on operational performance, both directly and indirectly through the implementation of the Occupational Safety and Health Management System (SMK3) as an intervening variable. A quantitative approach was employed, with a population of 218 employees of PT Angkasa Pura II working as personnel of the Automatic People Mover System (APMS) at Soekarno-Hatta International Airport. The sample size was determined using the guideline suggested by Hair et al. (2014), which recommends five to ten times the number of indicators. Primary data were collected through an online questionnaire (Google Form), while secondary data were obtained from literature studies. Data analysis was conducted using the Structural Equation Modeling (SEM) method with the help of SmartPLS software. The results indicate that both safety motivation and safety culture have a positive effect on operational performance, both directly and indirectly through the implementation of SMK3. Safety motivation encourages more effective implementation of SMK3, which in turn enhances work efficiency and productivity. Similarly, a strong safety culture contributes to the successful implementation of SMK3 and fosters a safe, stable work environment that supports improved operational performance. The implications of this research highlight the importance of embedding safety as a core operational strategy in airport management and the need for systemic implementation of SMK3 to support sustainable operational effectiveness.
References
Bergman, Å., Lindahl, C., Andersson, I., & Ros, G. (2023). Motivational factors for occupational safety and health improvements : A mixed-method study within the Swedish equine sector. 159(November 2022). https://doi.org/10.1016/j.ssci.2022.106035
Farhan, A., & Ambarwati, R. (2025). The Role of Safety Leadership in Shaping Safety Culture : The Mediating Role of Communication and Commitment. 12(2), 216–239.
Fernández-Muñiz, B., Montes-Peón, J. M., & Vázquez-Ordás, C. J. (2007). Safety management system: Development and validation of a multidimensional scale. Journal of Loss Prevention in the Process Industries, 20(1), 52–68. https://doi.org/https://doi.org/10.1016/j.jlp.2006.10.002
Fernández-Muñiz, B., Montes-Peón, J. M., & Vázquez-Ordás, C. J. (2009). Relation between occupational safety management and firm performance. Safety Science, 47(7), 980–991. https://doi.org/https://doi.org/10.1016/j.ssci.2008.10.022
Ghozali, I., & Latan, H. (2015). Partial Least Squares Konsep, Teknik dan Aplikasi Menggunakan Program SmartPLS 3.0. Ed. Ke-2. Universitas Diponegoro, Semarang.
Huang, Y.-H., Ho, M., Smith, G. S., & Chen, P. Y. (2006). Safety climate and self-reported injury: assessing the mediating role of employee safety control. Accident; Analysis and Prevention, 38(3), 425–433. https://doi.org/10.1016/j.aap.2005.07.002
Li, J., & Pilz, M. (2023). In-company training in a safety-critical industry: lessons from the aircraft industry. Journal of Workplace Learning, 35(2), 210–227. https://doi.org/10.1108/JWL-06-2022-0067
Ogbeibu, S., Gaskin, J., & Hughes, M. (2021). Leveraging STARA competencies and green creativity to boost green organisational innovative evidence : A praxis for sustainable development. February, 2421–2440. https://doi.org/10.1002/bse.2754
Otitolaiye, V., Aziz, F., Munauwar, M., & Omer, F. (2021). The Relationship Between Organizational Safety Culture and Organization Safety Performance. The Mediating Role of Safety Management System. International Journal of Occupational Safety and Health, 11, 148–157. https://doi.org/10.3126/ijosh.v11i3.39766
Rahmi, A., & Ramdhan, D. H. (2021). Factors Affecting the Effectiveness of the Implementation of Application OHSMS: A Systematic Literature Review. Journal of Physics: Conference Series, 1933(1), 12021. https://doi.org/10.1088/1742-6596/1933/1/012021
Restuputri, D. P., Giraldi, M. S., & Dewi, S. K. (2021). RELATIONSHIP BETWEEN SAFETY CULTURE AND THE SAFETY CLIMATE , SAFETY BEHAVIOR , AND SAFETY MANAGEMENT. 15(2), 105–114.
Saputra. (2024). Kecelakaan Kerja Makin Marak dalam Lima Tahun Terakhir. Kompas.Com.
Shabani, T., Jerie, S., & Shabani, T. (2023). The impact of occupational safety and health programs on employee productivity and organisational performance in Zimbabwe. Safety in Extreme Environments, 5(4), 293–304. https://doi.org/10.1007/s42797-023-00083-7
Subramaniam, C., Johari, J., Mashi, M. S., & Mohamad, R. (2023). The influence of safety leadership on nurses’ safety behavior: The mediating role of safety knowledge and motivation. Journal of Safety Research, 84, 117–128. https://doi.org/https://doi.org/10.1016/j.jsr.2022.10.013
Sunarjo, D. K., & Amin, M. (2024). Construction Project Performance Based on Occupational Safety , Occupational Health and Work Motivation. 3(10), 2297–2306.
Tong, R., Zhang, N., Wang, X., & Zhao, H. (2020). Impact of safety management system on safety performance: the mediating role of safety responsibility. Emerald Publishing Limited, 27(10), 3155–3170. https://doi.org/10.1108/ECAM-03-2020-0197
Yiu, N. S. N., Chan, D. W. M., Sze, N. N., Shan, M., & Chan, A. P. C. (2019). Implementation of Safety Management System for Improving Construction Safety Performance: A Structural Equation Modelling Approach. Buildings, 9(4). https://doi.org/10.3390/buildings9040089
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