Student Wellbeing in Industrial Engineering: Analyzing the Spirituality-Burnout Nexus

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Twin Yoshua R. Destyanto
Adhi Anindyajati
Indah Sepwina Putri
Twin Hosea W. Kristyanto

Abstract

Recent shifts in higher education have prompted many universities to adopt new instructional environments, notably hybrid learning models. However, researchers have identified that navigating these hybrid systems can induce significant stress among students. Given that internal personal resources, particularly spirituality, are recognized as vital coping mechanisms for academic stress in highly religious societies, they have significant potential to buffer these negative impacts. Consequently, this study aimed to explore the spiritual experiences of Industrial Engineering students and investigate their correlation with burnout levels within a hybrid learning framework. An online survey was administered to 98 undergraduate students in the Industrial Engineering Department at Universitas Atma Jaya Yogyakarta between February and March 2022. Reliability analysis using Cronbach’s alpha confirmed the internal consistency of the survey instruments for this cohort. A MANOVA revealed significant differences in the Spiritual Index between gender groups and significant variations in burnout levels across academic years. Correlation analyses revealed a significant negative association specifically between spiritual levels and the loss of academic efficacy (r = -0.264; p-value < .05). While general negative trends were also observed with overall burnout, emotional exhaustion, and cynicism, these particular correlations were not statistically significant. The findings suggest that strong spiritual experiences can foster greater life satisfaction, mitigating burnout. Overall, the students exhibited moderate levels of burnout during their hybrid learning experience. It can be concluded that a robust sense of spirituality may help bolster self-esteem and serve as a protective factor against burnout in hybrid educational settings. These findings imply that higher education institutions should proactively integrate student wellness programs that accommodate spiritual and social experiences to effectively mitigate the risk of burnout during hybrid learning transitions.

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How to Cite
Destyanto, T. Y. R., Anindyajati, A., Putri, I. S., & Kristyanto, T. H. W. (2026). Student Wellbeing in Industrial Engineering: Analyzing the Spirituality-Burnout Nexus. Journal of Integrated System, 9(1), 48–58. https://doi.org/10.28932/jis.v9i1.15336
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References

Akbari, M. and Hossaini, S.M. (2018) ‘The relationship of spiritual health with quality of life, mental health, and burnout: the mediating role of emotional regulation’, Iranian Journal of Psychiatry, 13(1), p. 22.

Anggraini, D.P. and Chusairi, A. (2022) ‘Pengaruh academic self-efficacy dan student engagement terhadap academic burnout mahasiswa dalam pembelajaran daring’, Journal of Community Mental Health and Public Policy, 4(2), pp. 79–94. Available at: https://doi.org/10.51602/CMHP.V4I2.70.

Bashir, A. et al. (2021) ‘Post-COVID-19 adaptations: the shifts towards online learning, hybrid course delivery and the implications for biosciences courses in the higher education setting’, Frontiers in Education, 6, p. 711619. Available at: https://doi.org/10.3389/FEDUC.2021.711619/TEXT.

Budiman, M.R. et al. (2024) ‘Prevalensi burnout dan faktor yang berasosiasi dengan burnout pada mahasiswa kedokteran UNPAS: penelitian potong lintang’, Innovative: Journal of Social Science Research, 4(3), pp. 11469–11482.

Carruana Martín, A., Alario-Hoyos, C. and Delgado Kloos, C. (2023) ‘A study of student and teacher challenges in smart synchronous hybrid learning environments’, Sustainability, 15(15), p. 11694. Available at: https://doi.org/10.3390/SU151511694.

Damsma Bakker, A., van Leeuwen, R.R. and Roodbol, P.F. (2018) ‘The spirituality of children with chronic conditions: a qualitative meta-synthesis’, Journal of Pediatric Nursing, 43, pp. e106–e113. Available at: https://doi.org/10.1016/J.PEDN.2018.08.003.

Demmrich, S. and Huber, S. (2019) ‘Multidimensionality of spirituality: a qualitative study among secular individuals’, Religions, 10(11), p. 613. Available at: https://doi.org/10.3390/REL10110613.

Destyanto, T.Y.R. et al. (2022) ‘Civil society and civil Islam implementation on inter-religious tolerance in Indonesia: a phenomenological study’, in Proceedings of the 2nd International Conference on Social Science, Humanity and Public Health (ICOSHIP 2021). Atlantis Press, pp. 11–15. Available at: https://doi.org/10.2991/assehr.k.220207.002.

Destyanto, T.Y.R. and Halim, L. (2024) ‘Workaholism as positive reinforcement for educators working engagement in higher education’, Jurnal Psikologi Udayana, 11(1), pp. 440–448.

Djalante, R. et al. (2020) ‘Review and analysis of current responses to COVID-19 in Indonesia: period of January to March 2020’, Progress in Disaster Science, 6, p. 100091. Available at: https://doi.org/10.1016/J.PDISAS.2020.100091.

Estupinan, B. and Kibble, J. (2018) ‘The relationship between spirituality and burnout in the lives of medical students’, Medical Science Educator, 28(1), pp. 37–44.

Finnerty, R. et al. (2021) ‘Extra-curricular activities and well-being: results from a survey of undergraduate university students during COVID-19 lockdown restrictions’, Frontiers in Psychology, 12, p. 647402. Available at: https://doi.org/10.3389/FPSYG.2021.647402/TEXT.

Frederick, T.V., Dunbar, S. and Thai, Y. (2017) ‘Burnout in Christian perspective’, Pastoral Psychology, 67(3), pp. 267–276. Available at: https://doi.org/10.1007/S11089-017-0799-4.

Freudenberger, H.J. (1974) ‘Staff burn-out’, Journal of Social Issues, 30(1), pp. 159–165.

Galbraith, C.S. and Merrill, G.B. (2015) ‘Academic performance and burnout: an efficient frontier analysis of resource use efficiency among employed university students’, Journal of Further and Higher Education, 39(2), pp. 255–277.

Halim, L. and Destyanto, T.Y.R. (2025) ‘Burnout for social sustainability indicator in higher education: a review and case-study’, Journal of Integrated System, 8(2), pp. 189–204. Available at: https://doi.org/10.28932/JIS.V8I2.14127.

Hidayat, M.T. et al. (2025) ‘Evolution of the education curriculum in Indonesia’, Journal of Innovation in Educational and Cultural Research, 6(2), pp. 381–395. Available at: https://doi.org/10.46843/JIECR.V6I2.1312.

Kumar, S. (2015) ‘Influence of spirituality on burnout and job satisfaction: a study of academic professionals in Oman’, South Asian Journal of Management, 22(3), p. 137.

Kwan, J. (2022) ‘Academic burnout, resilience level, and campus connectedness among undergraduate students during the COVID-19 pandemic: evidence from Singapore’, Journal of Applied Learning and Teaching, 5(Sp. Iss. 1).

Lianawati et al. (2025) ‘Analysis of the spirituality construct in measuring student self-resilience’, Bisma The Journal of Counseling, 9(2), pp. 280–289. Available at: https://doi.org/10.23887/bisma.v9i2.94098.

Maddukelleng, M. et al. (2023) ‘Hybrid learning innovation: challenges for developing teachers skills in Indonesia’, Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan, 17(2), pp. 842–854. Available at: https://doi.org/10.35931/AQ.V17I2.1959.

Makkar, S. and Singh, A.K. (2021) ‘Development of a spirituality measurement scale’, Current Psychology, 40(3), pp. 1490–1497. Available at: https://doi.org/10.1007/S12144-018-0081-7/FIGURES/1.

March-Amengual, J.M. et al. (2022) ‘Psychological distress, burnout, and academic performance in first year college students’, International Journal of Environmental Research and Public Health, 19(6), p. 3356. Available at: https://doi.org/10.3390/IJERPH19063356.

Maroco, J. et al. (2020) ‘Predictors of academic efficacy and dropout intention in university students: can engagement suppress burnout?’, PLOS ONE, 15(10), p. e0239816. Available at: https://doi.org/10.1371/JOURNAL.PONE.0239816.

Maslach, C. and Jackson, S.E. (1981) ‘The measurement of experienced burnout’, Journal of Organizational Behavior, 2(2), pp. 99–113.

McCauley, J. et al. (2008) ‘Daily spiritual experiences of older adults with and without arthritis and the relationship to health outcomes’, Arthritis Care & Research, 59(1), pp. 122–128. Available at: https://doi.org/10.1002/ART.23246.

Mheidly, N., Fares, M.Y. and Fares, J. (2020) ‘Coping with stress and burnout associated with telecommunication and online learning’, Frontiers in Public Health, 8, p. 672. Available at: https://doi.org/10.3389/FPUBH.2020.574969/BIBTEX.

Nugraha, D. et al. (2023) ‘Hybrid learning as alternative approach to improve Indonesian medical students’ attitude towards clinical skills during COVID-19 pandemic’, Korean Journal of Medical Education, 35(4), p. 377. Available at: https://doi.org/10.3946.

Obregon, M. et al. (2020) ‘Assessment of burnout in medical students using the Maslach Burnout Inventory-Student Survey: a cross-sectional data analysis’, BMC Medical Education, 20(1), pp. 1–10.

Palos, R., Maricutoiu, L.P. and Costea, I. (2019) ‘Relations between academic performance, student engagement and student burnout: a cross-lagged analysis of a two-wave study’, Studies in Educational Evaluation, 60, pp. 199–204.

Panzini, R.G. et al. (2017) ‘Quality of life and spirituality’, Journal of Mental Health, 29(3), pp. 263–282. Available at: https://doi.org/10.1080/09540261.2017.1285553.

Peteet, J.R. and Balboni, M.J. (2013) ‘Spirituality and religion in oncology’, CA: A Cancer Journal for Clinicians, 63(4), pp. 280–289. Available at: https://doi.org/10.3322/CAAC.21187.

Pratama, J.B. and Destyanto, T.Y.R. (2023) ‘Study engagement impact on burnout prevention in Industrial Engineering students: a cross-national study’, in Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 2414–2423.

Rehman, R. et al. (2013) ‘Health and spirituality "walk along" in wellness journey of medical students’, Journal of Pakistan Medical Association, 63(4), pp. 495–500.

Reyes-de-Cózar, S., Merino-Cajaraville, A. and Salguero-Pazos, M.R. (2023) ‘Avoiding academic burnout: academic factors that enhance university student engagement’, Behavioral Sciences, 13(12), p. 989. Available at: https://doi.org/10.3390/BS13120989.

Sain, Z.H., Aziz, A.L. and Agoi, M.A. (2024) ‘Navigating educational challenges in Indonesia: policy recommendations for future success’, Journal of Digital Learning and Distance Education, 3(4), pp. 1038–1046. Available at: https://doi.org/10.56778/JDLDE.V3I4.339.

Salaree, M.M. et al. (2014) ‘Coping strategies used by Iranian nurses to deal with burnout: a qualitative research’, Global Journal of Health Science, 6(6), p. 273. Available at: https://doi.org/10.5539/GJHS.V6N6P273.

Salmela-Aro, K. and Read, S. (2017) ‘Study engagement and burnout profiles among Finnish higher education students’, Burnout Research, 7, pp. 21–28.

Schaufeli, W.B. et al. (2002) ‘Burnout and engagement in university students: a cross-national study’, Journal of Cross-Cultural Psychology, 33(5), pp. 464–481.

Singh, J. et al. (2022) ‘Online, hybrid, and face-to-face learning through the eyes of faculty, students, administrators, and instructional designers: lessons learned and directions for the post-vaccine and post-pandemic/COVID-19 world’, Journal of Educational Technology Systems, 50(3), pp. 301–326. Available at: https://doi.org/10.1177/00472395211063754.

Smith, A. et al. (2022) ‘Development of burnout in physical therapist students and associated factors: a study during COVID-19’, Journal of Physical Therapy Education, pp. 10–1097.

Suharsono, Y. and Fatimah, S. (2025) ‘Validation of the Daily Spiritual Experience Scale (DSES) in the context of Indonesian Muslims’, KnE Social Sciences, 10(7), pp. 231–244. Available at: https://doi.org/10.18502/KSS.V10I7.18330.

Velasco, J.C. (2019) ‘Millennials in the university: an inquiry on burnout among Filipino university students’, Pertanika Journal of Social Sciences & Humanities, 27(2).

Wachholtz, A. and Rogoff, M. (2013) ‘The relationship between spirituality and burnout among medical students’, Journal of Contemporary Medical Education, 1(2), p. 83. Available at: https://doi.org/10.5455/JCME.20130104060612.

Winstone, N. et al. (2022) ‘Who stands to benefit? Wellbeing, belonging and challenges to equity in engagement in extra-curricular activities at university’, Active Learning in Higher Education, 23(2), pp. 81–96. Available at: https://doi.org/10.1177/1469787420908209.

Yadav, R. and Khanna, A. (2014) ‘Impact of spirituality on stress: with the special reference of engineering students of Indian Institute of Technology’, Research on Humanities and Social Sciences, 4(25), pp. 29–35.

Yadi, Y.H. et al. (2025) ‘Analysis of mental workload during exams in hybrid learning in the new normal era post-pandemic’, Journal Industrial Servicess, 11(1), pp. 95–102.

Zhang, Y.U. et al. (2019) ‘Relationship between burnout and intention to leave amongst clinical nurses: the role of spiritual climate’, Journal of Nursing Management, 27(6), pp. 1285–1293.