Mental Health and Work Engagement as Predictors of Cadet Performance in Indonesian Maritime Education

Authors

Keywords:

human capital; mental health; work engagement; cadet performance; maritime education.

Abstract

The maritime industry increasingly recognises that sustainable competitiveness relies on human capital capable of managing both the technical and psychological demands of life at sea. This study investigates the dynamic roles of mental health and work engagement as key components of human capital influencing cadet performance within Indonesian maritime education. A quantitative approach was employed using survey data from 115 deck and engine cadets who had completed the mandatory 12-month onboard training as required by the STCW Code. Data were analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM 4) to test the proposed relationships among variables. The findings reveal that mental health exerts a positive and significant direct effect on cadet performance, while work engagement also shows a strong and significant influence. However, mental health does not significantly predict engagement, indicating that cadet engagement is shaped more by structural and organisational discipline than by individual psychological well-being. These results suggest that performance in maritime education emerges from the synergy between psychological resilience and institutional structure, highlighting the contextual uniqueness of engagement in regulated and hierarchical training environments. Theoretically, this study extends the Job Demands–Resources (JD-R) model and human capital theory by integrating psychological and structural dimensions within a knowledge-based workforce framework. Practically, it emphasises the need for holistic maritime education policies that balance technical competence, mental health promotion, and engagement development to produce resilient, motivated, and high-performing future officers for the global maritime sector.

References

Abila, S. S., & Acejo, I. L. (2021). Mental health of Filipino seafarers and its implications for seafarers’ education. International Maritime Health, 72(3), 183–192. https://doi.org/10.5603/IMH.2021.0035

Airila, A., Hakanen, J., Punakallio, A., Lusa, S., & Luukkonen, R. (2012). Is work engagement related to work ability beyond working conditions and lifestyle factors? International Archives of Occupational and Environmental Health, 85(8), 915–925. https://doi.org/10.1007/s00420-012-0732-1

Bakker, A. B., & Demerouti, E. (2007). The job demands-resources model: State of the art. Journal of Managerial Psychology, 22(3), 309–328. https://doi.org/10.1108/02683940710733115

Bakker, A. B., & Demerouti, E. (2017). Job Demands – Resources Theory: Taking stock and looking forward. Journal of Occupational Health Psychology, 22(3), 273–285. https://doi.org/10.1037/ocp0000056

Bakker, A. B., Demerouti, E., & Sanz-Vergel, A. I. (2014). Burnout and work engagement: The JD–R approach. Annual Review of Organizational Psychology and Organizational Behavior, 1, 389–411. https://doi.org/10.1146/annurev-orgpsych-031413-091235

Bakker, A. B., Demerouti, E., & Sanz-Vergel, A. (2023). Job Demands–Resources Theory: Ten years later. Annual Review of Organizational Psychology and Organizational Behavior, 10, 25-53 https://doi.org/10.1146/annurev-orgpsych-120920-053933

Bakker, A. B., & Leiter, M. P. (Eds.). (2010). Work engagement: A handbook of essential theory and research (1st ed). Psychology Press. https://doi.org/10.4324/9780203853047

Barlis, J. M., Jr., Fajardo, J. D., III, Dimog, K., Mendoza, M. B., & Barlis, M. M. (2015). The attitude and performance of the cadets of maritime institution during ship board training: An assessment. In The Asian Conference on Education 2015: Official Conference Proceedings. The International Academic Forum. https://papers.iafor.org/wp-content/uploads/papers/ace2015/ACE2015_11050.pdf

Becker, G. S. (1993). Human capital: A theoretical and empirical analysis, with special reference to education (3rd ed.). The University of Chicago Press. https://doi.org/10.7208/chicago/9780226041223.001.0001

Brooks, S. K., & Greenberg, N. (2022). Mental health and psychological wellbeing of maritime personnel: a systematic review. BMC Psychology, 10(1), Article 139. https://doi.org/10.1186/s40359-022-00850-4

Carotenuto, A., Molino, I., Fasanaro, A. M., & Amenta, F. (2012). Psychological stress in seafarers: A review. International Maritime Health, 63(4), 188–194.

Daley, M., Morin, C.M., LeBlanc, M., Grégoire, J.P., Savard, J., & Baillargeon, L. (2009). Insomnia and its relationship to health-care utilization, work absenteeism, productivity and accidents. Sleep Medicine, 10(4), 427–438. https://doi.org/10.1016/j.sleep.2008.04.005

Engel, G. L. (2012). The need for a new medical model: A challenge for biomedicine. Psychodynamic Psychiatry, 40(3), 377–396. https://doi.org/10.1521/pdps.2012.40.3.377

Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56(3), 218–226. https://doi.org/10.1037//0003-066x.56.3.218

Hair, J. F., Jr., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. Springer. https://doi.org/10.1007/978-3-030-80519-7

Hayes-Mejia, R., & Stafström, M. (2023). Psychosocial work environment and mental health among the global workforce of seafarers in the wake of the COVID-19 pandemic. BMC Public Health, 23(1), Article 2151. https://doi.org/10.1186/s12889-023-17035-2

Hetherington, C., Flin, R., & Mearns, K. (2006). Safety in shipping: The human element. Journal of Safety Research, 37(4), 401–411. https://doi.org/10.1016/j.jsr.2006.04.007

Hobfoll, S. E. (1989). Conservation of resources: A new attempt at conceptualizing stress. American Psychologist, 44(3), 513–524. https://doi.org/10.1037/0003-066X.44.3.513

Hystad, S. W., & Eid, J. (2016). Sleep and fatigue among seafarers: the role of environmental stressors, duration at sea and psychological capital. Safety and Health at Work, 7(4), 363–371. https://doi.org/10.1016/j.shaw.2016.05.006

Innstrand, S. T., Langballe, E. M., & Falkum, E. (2012). A longitudinal study of the relationship between work engagement and symptoms of anxiety and depression. Stress and Health, 28(1), 1–10. https://doi.org/10.1002/smi.1395

International Labour Organization. (2006). Maritime Labour Convention, 2006, as amended (MLC, 2006). https://www.ilo.org/global/standards/maritime-labour-convention/lang--en/index.htm

International Maritime Organization. (2017). International Convention on Standards of Training, Certification and Watchkeeping for Seafarers, 1978: STCW including 2010 Manila amendments. IMO Publications.

International Maritime Organization. (2019). Guidelines on fatigue. MSC.1/Circ.1598.

Jepsen, J. R., Zhao, Z., & van Leeuwen, W. M. A. (2015). Seafarer fatigue: A review of risk factors, consequences for seafarers’ health and safety and options for mitigation. International Maritime Health, 66(2), 106–117. https://doi.org/10.5603/IMH.2015.0024

Jonglertmontree, W., Kaewboonchoo, O., Morioka, I., & Boonyamalik, P. (2022). Mental health problems and their related factors among seafarers: a scoping review. BMC Public Health, 22(1), Article 282. https://doi.org/10.1186/s12889-022-12713-z

Kline, R. B. (2016). Principles and practice of structural equation modeling (4th ed.). The Guilford Press.

Lefkowitz, R. Y., & Slade, M. D. (2019). Seafarer mental health study: Final report, October 2019. ITF Seafarers Trust & Yale University.

Li, X., Zhou, Y., & Yuen, K. F. (2022). A systematic review on seafarer health: Conditions, antecedents and interventions. Transport Policy, 122, 11–25. https://doi.org/10.1016/j.tranpol.2022.04.010

Lucas, D., Jego, C., Jensen, O. C., Loddé, B., Pougnet, R., Dewitte, J. -D., Sauvage, T., & Jegaden, D. (2021). Seafarers’ mental health in the COVID-19 era: Lost at sea? International Maritime Health, 72(2), 138–141. https://doi.org/10.5603/imh.2021.0023

Luthans, F., Avolio, B. J., Avey, J. B., & Norman, S. M. (2007). Positive psychological capital: Measurement and relationship with performance and satisfaction. Personnel Psychology, 60(3), 541–572. https://doi.org/10.1111/j.1744-6570.2007.00083.x

McVeigh, J., MacLachlan, M., Vallières, F., Hyland, P., Stilz, R., Cox, H., & Fraser, A. (2019). Identifying predictors of stress and job satisfaction in a sample of merchant seafarers using structural equation modelling. Frontiers in Psychology, 10, Article 70. https://doi.org/https://doi.org/10.3389/fpsyg.2019.00070

Nittari, G., Gibelli, F., Bailo, P., Sirignano, A., & Ricci, G. (2024). Factors affecting mental health of seafarers on board merchant ships: A systematic review. Reviews on Environmental Health, 39(1), 151–160. https://doi.org/10.1515/reveh-2021-0070

Oldenburg, M., Baur, X., & Schlaich, C. (2010). Occupational risks and challenges of seafaring. Journal of Occupational Health, 52(5), 249–256. https://doi.org/10.1539/joh.k10004

Onakpojeruo, D., Jeong, B., & Park, C. (2023). Mental wellbeing: Human reliability assessment of seafarers during the COVID-19 era. Journal of International Maritime Safety, Environmental Affairs, and Shipping, 7(1), Article 2184604. https://doi.org/10.1080/25725084.2023.2184604

Pauksztat, B., Andrei, D. M., & Grech, M. R. (2022). Effects of the COVID-19 pandemic on the mental health of seafarers: A comparison using matched samples. Safety Science, 146, Article 105542. https://doi.org/10.1016/j.ssci.2021.105542

Preacher, K. J., & Hayes, A. F. (2008). Contemporary Approaches to Assessing Mediation in Communication Research. In A. F. Hayes, M. D. Slater & L. Synder (Eds.), the Sage sourcebook of advanced data analysis methods for communication research (pp. 13-54). Sage. https://doi.org/10.4135/9781452272054.n2

Rozanov, V. (2020). Mental health problems and suicide in the younger generation — implications for prevention in the navy and merchant fleet. International Maritime Health, 71(1), 34–41. https://doi.org/10.5603/imh.2020.0009

Ryan, J. S., & Burchell, M. J. (2023). Make work healthy: Create a sustainable organisation with high-performing employees (1st ed.). Wiley.

Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25(1), 54-67. https://doi.org/10.1006/ceps.1999.1020

Salanova, M., Agut, S., & Peiró, J. M. (2005). Linking organizational resources and work engagement to employee performance and customer loyalty: The mediation of service climate. Journal of Applied Psychology, 90(6), 1217–1227. https://doi.org/10.1037/0021-9010.90.6.1217

Sampson, H., Acejo, I., Ellis, N., & Turgo, N. (2025). Seafarers’ health and access to healthcare in the cruise and cargo sectors in 2024: An overview. Cardiff University. https://orca.cardiff.ac.uk/id/eprint/178529

Sampson, H., & Ellis, N. (2020). Stepping up: The need for proactive employer investment in safeguarding seafarers’ mental health and wellbeing. Maritime Policy & Management, 48(8), 1069–1081. https://doi.org/10.1080/03088839.2020.1867918

Schaufeli, W. B., & Bakker, A. B. (2004). Job demands, job resources, and their relationship with burnout and engagement: a multi-sample study. Journal of Organizational Behavior, 25(3), 293–315. https://doi.org/10.1002/job.248

Schaufeli, W. B., & Taris, T. W. (2014). A critical review of the job demands-resources model: Implications for improving work and health. In G. F. Bauer & O. Hämmig (Eds.), Bridging Occupational, Organizational and Public Health: A Transdisciplinary Approach (pp. 43–68). Springer Netherlands. https://doi.org/10.1007/978-94-007-5640-3_4

Schaufeli, W. (2021). Engaging Leadership: How to Promote Work Engagement? Frontiers in Psychology, 12, Article 754556. https://doi.org/10.3389/fpsyg.2021.754556

Schleupner R., & Kühnel. J. (2021). Fueling work engagement: The role of sleep, health, and overtime. Frontiers in Public Health, 9, Article 592850. https://doi.org/10.3389/fpubh.2021.592850

Sevilla, G. S., & Arceno, R. A. (2017). Structured shipboard training program and performance of maritime cadets. International Journal of English Literature and Social Sciences, 2(4), 090–110. https://doi.org/10.24001/ijels.2.4.12

Senbursa, N., & Dunder, E. (2024). The mediating effect of well-being, happiness, and trust in the relationship between work-life balance and work effectiveness in seafarers. The Journal of Health Care Organization, Provision, and Financing, 61, Article 00469580241254745. https://doi.org/10.1177/00469580241254745

Singh, N. B., & Mishra, D. M. (2024). Investigating family support and psychological capital impact on job satisfaction in Indian merchant navy for workforce sustainability. Educational Administration Theory and Practices, 30(4), 8799–8809. https://doi.org/10.53555/kuey.v30i4.2829

Slišković, A. (2023). The role of personality traits, work motivation, and job satisfaction in the explanation of seafarers’ well-being. In A. Kolodziej-Durnas, F. Sowa & M. C. Grasmeier (Eds.), Maritime professions (pp. 205–224). Brill. https://doi.org/10.1163/9789004518841_010

Song, D.-W., & Yeo, K.-T. (2004). A Competitive analysis of Chinese container ports using the analytic hierarchy process. Maritime Economics & Logistics, 6(1), 34–52. https://doi.org/10.1057/palgrave.mel.9100096

Sonnentag, S. (2015). Dynamics of well-being. Annual Review of Organizational Psychology and Organizational Behaviour, 2, 261–293. https://doi.org/10.1146/annurev-orgpsych-032414-111347

Upadyaya, K., & Salmela-Aro, K. (2013). Development of school engagement in association with academic success and well-being in varying social contexts. European Psychologist, 18(2), 136–147. https://doi.org/10.1027/1016-9040/a000143

World Health Organization. (2004). Promoting mental health: Concepts, emerging evidence, practice: Summary report / a report from the World Health Organization, Department of Mental Health and Substance Abuse in collaboration with the Victorian Health Promotion Foundation and the University of Melbourne. World Health Organization. https://iris.who.int/items/f52b87c7-d2ca-4361-8039-9c5587b7d289

Xanthopoulou, D., Bakker, A. B., Demerouti, E., & Schaufeli, W. B. (2009). Work engagement and financial returns: A diary study on the role of job and personal resources. Journal of Occupational and Organizational Psychology, 82, 183–200. https://doi.org/10.1348/096317908x285633

Yuen, K. F., Loh, H. S., Zhou, Q., & Wong, Y. D. (2018). Determinants of job satisfaction and performance of seafarers. Transportation Research Part A: Policy and Practice, 110, 1–12. https://doi.org/10.1016/j.tra.2018.02.006

Zacher, H., Jimmieson, N. L., & Winter, G. (2012). Eldercare demands, mental health, and work performance: The moderating role of satisfaction with eldercare tasks. Journal of Occupational Health Psychology, 17(1), 52–64. https://doi.org/10.1037/a0025154

Zhenjing, G., Chupradit, S., Kuo, K. Y., Nassani, A. A., & Haffar M. (2022). Impact of employees’ workplace environment on employees’ performance: A multi-mediation model. Frontiers in Public Health, 10, Article 890400. https://doi.org/10.3389/fpubh.2022.890400

Downloads

Published

2025-12-22

How to Cite

SANTOSO, W. (2025). Mental Health and Work Engagement as Predictors of Cadet Performance in Indonesian Maritime Education. Management Dynamics in the Knowledge Economy, 13(4), 376–394. Retrieved from https://www.managementdynamics.ro/index.php/journal/article/view/729

Issue

Section

Articles