Disengagement in the Digital Era: Unpacking the Mediating Role of Technostress Between Job Insecurity, Digital Workload, Boreout, and Digital Presenteeism

Authors

  • Nora Damayanti Universitas Adzkia, Padang, Indonesia
  • Ramadhi Ramadhi Universitas Adzkia, Padang, Indonesia
  • Edo Andrefson Universitas Adzkia, Padang, Indonesia

DOI:

https://doi.org/10.20414/jed.v8i1.14723

Keywords:

Digital Workload, Job Insecurity, Technostress, Boreout, Digital Presenteeism

Abstract

Purpose: This study examines how digital workload and job insecurity affect employee disengagement—operationalized as boreout and digital presenteeism—by assessing technostress as a mediating mechanism in digital-intensive workplaces.
Method: A quantitative, correlational survey design was employed. Data were collected from 421 employees across multiple industries using voluntary sampling. The proposed direct and indirect relationships among digital stressors, technostress, and disengagement outcomes were tested using Partial Least Squares Structural Equation Modeling (PLS-SEM).
Result: Digital workload significantly increased technostress, whereas job insecurity emerged as a strong predictor of digital presenteeism. Technostress had a significant positive effect on boreout but did not significantly predict digital presenteeism. Mediation analysis showed that technostress did not mediate the relationship between digital workload and boreout; however, digital workload exerted an indirect effect on digital presenteeism via technostress.
Practical Implications for Economic Growth and Development: By elucidating how digital stressors undermine employee engagement and productivity, this study provides evidence-based guidance for designing healthier digital work systems. Interventions aimed at reducing technostress, optimizing digital workload, and mitigating job insecurity may enhance workforce efficiency, strengthen organizational performance, and support broader economic growth in digitally transforming economies.
Originality/Value: The study demonstrates that distinct digital stressors produce different forms of disengagement: digital workload is more strongly associated with boreout, whereas job insecurity is more closely linked to digital presenteeism, with technostress functioning as a selective mediating pathway.

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References

An, H., Gu, X., Obrenovic, B., & Godinic, D. (2023). The role of job insecurity, social media exposure, and job stress in predicting anxiety among white-collar employees. Psychology Research and Behavior Management, 16, 3303–3318. https://doi.org/10.2147/PRBM.S413927

Asensio-Martínez, A., Aguilar-Latorre, A., Masluk, B., Gascón-Santos, S., Sánchez-Calavera, M. A., & Sánchez-Recio, R. (2023). Social support as a mediator in the relationship between technostress or academic stress and health: Analysis by gender among university students. Frontiers in Psychology, 14, Article 1236825. https://doi.org/10.3389/fpsyg.2023.1236825

Aslan, S. A., & Duruhan, K. (2021). The effect of virtual learning environments designed according to problem-based learning approach to students’ success, problem-solving skills, and motivations. Education and Information Technologies, 26(2), 2253–2283. https://doi.org/10.1007/s10639-020-10362-5

Atiq, A., Sullman, M., & Apostolou, M. (2025). The silent shift: Exploring the phenomenon of quiet quitting in modern workplaces. Personnel Review, Advance online publication, 1–23. https://doi.org/10.1108/PR-07-2023-0554

Ayyagari, R., Grover, V., & Purvis, R. (2011). Technostress: Technological antecedents and implications. MIS Quarterly, 35(4), 831–858. https://doi.org/10.2307/41409963

Beaudry, A., & Pinsonneault, A. (2010). The other side of acceptance: Studying the direct and indirect effects of emotions on information technology use. MIS Quarterly, 34(4), 689–710. https://doi.org/10.2307/25750701

Bondanini, G., Giorgi, G., Ariza-Montes, A., Vega-Muñoz, A., & Andreucci-Annunziata, P. (2020). Technostress dark side of technology in the workplace: A scientometric analysis. International Journal of Environmental Research and Public Health, 17(21), Article 8013. https://doi.org/10.3390/ijerph17218013

Chandra, S., Srivastava, S. C., Theng, Y. L., & Luyt, B. (2012). Technostress: A change management perspective. In Proceedings of the 20th European Conference on Information Systems (pp. 1–13). Association for Information Systems. https://aisel.aisnet.org/ecis2012/155

Daryanes, F., Darmadi, D., Fikri, K., Sayuti, I., Rusandi, M. A., & Situmorang, D. D. B. (2023). The development of articulate storyline interactive learning media based on case methods to train students’ problem-solving ability. Heliyon, 9(4), e14756. https://doi.org/10.1016/j.heliyon.2023.e14756

De Witte, H., Pienaar, J., & De Cuyper, N. (2016). Review of 30 years of longitudinal studies on the association between job insecurity and health and well-being: Is there causal evidence? Australian Psychologist, 51(1), 18–31. https://doi.org/10.1111/ap.12176

Dutta, D., & Mishra, S. K. (2024). “Technology is killing me!”: The moderating effect of organization home–work interface on the linkage between technostress and stress at work. Information Technology & People, 37(6), 2203–2222. https://doi.org/10.1108/ITP-11-2021-0871

Gao, J., Zhang, Y., Xu, S., & Ma, E. (2025). Rethinking work–life integration: Empowering talent in emerging hospitality and tourism work paradigms. International Journal of Contemporary Hospitality Management, 37(5), 1765–1783. https://doi.org/10.1108/IJCHM-11-2023-0982

Ghanad, A. (2023). An overview of quantitative research methods. International Journal of Multidisciplinary Research and Analysis, 6(8), 3794–3803. https://doi.org/10.47191/ijmra/v6-i8-56

Ghani, B., Memon, K. R., Han, H., Ariza-Montes, A., & Arjona-Fuentes, J. M. (2022). Work stress, technological changes, and job insecurity in the retail organization context. Frontiers in Psychology, 13, Article 918065. https://doi.org/10.3389/fpsyg.2022.918065

Gimpel, H., Schmied, F., & Winkler, T. (2021). Understanding the role of technostress, work-related stress, and resistance to change in organizational technology acceptance. Journal of Strategic Information Systems, 30(3), Article 101665. https://doi.org/10.1016/j.jsis.2021.101665

Harju, L. K., Hakanen, J. J., & Schaufeli, W. B. (2023). Bored and exhausted? Profiles of boredom and exhaustion at work. Organizational Behavior and Human Decision Processes, 177, Article 104236. https://doi.org/10.1016/j.obhdp.2023.104236

Harris, D., Wilson, M., & Vine, S. (2020). Development and validation of a simulation workload measure: The simulation task load index (SIM-TLX). Virtual Reality, 24(4), 557–566. https://doi.org/10.1007/s10055-019-00401-8

Harris, K. J., Harris, R. B., Valle, M., Carlson, J., Carlson, D. S., & Zivnuska, S. (2022). Technostress and the entitled employee: Impacts on work and family. Information Technology & People, 35(3), 1073–1095. https://doi.org/10.1108/ITP-04-2020-0218

Ishimaru, T. (2020). Presenteeism and absenteeism: Implications from a study of job insecurity. Journal of Occupational Health, 62(1), e12158. https://doi.org/10.1002/1348-9585.12158

Jain, A. (2024). Impact of digitalization and artificial intelligence as causes and enablers of organizational change (Doctoral dissertation, Nottingham University Business School). Nottingham University.

Jena, R. K. (2015). Impact of technostress on academic productivity of university students. Education and Information Technologies, 20(3), 563–575. https://doi.org/10.1007/s10639-013-9293-8

Johnson, J. L., Adkins, D., & Chauvin, S. (2020). A review of the quality indicators of rigor in qualitative research. American Journal of Pharmaceutical Education, 84(1), Article 7120. https://doi.org/10.5688/ajpe7120

Kanca, I. N., Ginaya, G., Astuti, S., & Nyoman, N. (2020). The effectiveness of the problem-solving method on learning outcomes of the English course for room division operation during the COVID-19 pandemic. International Journal of Linguistics, Literature and Culture, 7(1), 12–22. https://doi.org/10.21744/ijllc.v7n1.1100

Krutova, O., Turja, T., Koistinen, P., Melin, H., & Särkikoski, T. (2022). Job insecurity and technology acceptance: An asymmetric dependence. Journal of Information, Communication and Ethics in Society, 20(1), 110–133. https://doi.org/10.1108/JICES-03-2021-0036

Li, X., Seah, R. Y. T., & Yuen, K. F. (2025). Mental well-being in digital workplaces: The role of digital resources, technostress, and burnout. Technology in Society, 81, Article 102844. https://doi.org/10.1016/j.techsoc.2024.102844

Maier, C., Laumer, S., Eckhardt, A., & Weitzel, T. (2015). Giving too much social support: Social overload on social networking sites. European Journal of Information Systems, 24(5), 447–464. https://doi.org/10.1057/ejis.2014.3

Marsh, E., Vallejos, E. P., & Spence, A. (2022). The digital workplace and its dark side: An integrative review. Computers in Human Behavior, 128, Article 107118. https://doi.org/10.1016/j.chb.2021.107118

Mohajan, H. K. (2020). Quantitative research: A successful investigation in natural and social sciences. Journal of Economic Development, Environment and People, 9(4), 50–79. https://doi.org/10.26458/jedep.v9i4.679

Molino, M., Cortese, C. G., & Ghislieri, C. (2020). The promotion of technology acceptance and work engagement in industry 4.0: From personal resources to information and training. International Journal of Environmental Research and Public Health, 17(7), Article 2438. https://doi.org/10.3390/ijerph17072438

Nisafani, A. S., Kiely, G., & Mahony, C. (2020). Workers’ technostress: A review of its causes, strains, inhibitors, and impacts. Journal of Decision Systems, 29(Suppl. 1), 243–258. https://doi.org/10.1080/12460125.2020.1768680

Palmucci, D. N., & Santoro, G. (2024). Managing employees' needs and well-being in the post-COVID-19 era. Management Decision, 62(12), 4138–4147. https://doi.org/10.1108/MD-02-2023-0227

Panda, S. (2020). Technostress among library professionals: Possible causes, symptoms, coping strategies, and future proposals. International Journal of Information Studies & Librarianship, 5(2), 1–19. https://doi.org/10.29270/IJISL/2020/5/2/3

Pereira, L., Santos, R., Sempiterno, M., Costa, R. L. D., Dias, Á., & António, N. (2021). Pereira problem solving: Business research methodology to explore open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), Article 84. https://doi.org/10.3390/joitmc7010084

Piroșcă, G. I., Șerban-Oprescu, G. L., Badea, L., Stanef-Puică, M.-R., & Valdebenito, C. R. (2021). Digitalization and labor market—A perspective within the framework of pandemic crisis. Journal of Theoretical and Applied Electronic Commerce Research, 16(7), 2843–2857. https://doi.org/10.3390/jtaer16070156

Priya, A. (2021). Case study methodology of qualitative research: Key attributes and navigating the conundrums in its application. Sociological Bulletin, 70(1), 94–110. https://doi.org/10.1177/0038022920970383

Ragu-Nathan, T. S., Tarafdar, M., Ragu-Nathan, B. S., & Tu, Q. (2011). The consequences of technostress for end users in organizations: Conceptual development and empirical validation. Information Systems Research, 22(4), 523–539. https://doi.org/10.1287/isre.1100.0280

Rohwer, E., Flöther, J. C., Harth, V., & Mache, S. (2022). Overcoming the “dark side” of technology: A scoping review on preventing and coping with work-related technostress. International Journal of Environmental Research and Public Health, 19(6), Article 3625. https://doi.org/10.3390/ijerph19063625

Said, S., Gozdzik, M., Roche, T. R., Braun, J., Rössler, J., & Kaserer, A. (2020). Validation of the raw National Aeronautics and Space Administration task load index (NASA-TLX) questionnaire to assess perceived workload in patient monitoring tasks: A pooled analysis study using mixed models. Journal of Medical Internet Research, 22(9), e19472. https://doi.org/10.2196/19472

Salanova, M., Llorens, S., & Cifre, E. (2013). The dark side of technologies: Technostress among users of information and communication technologies. International Journal of Applied Psychology, 3(1), 61–68. https://doi.org/10.5923/j.ijap.20130301.08

Salo, M., Pirkkalainen, H., Chua, C. E. H., & Koskelainen, T. (2022). Formation and mitigation of technostress in the personal use of IT. MIS Quarterly, 46(2), 1073–1108. https://doi.org/10.25300/MISQ/2022/16243

Sanchez-Segura, M. I., Dugarte-Peña, G. L., Medina-Dominguez, F., Amescua Seco, A., & Menchen Viso, R. (2023). Digital transformation in organizational health and safety to mitigate burnout syndrome. Frontiers in Public Health, 11, Article 1080620. https://doi.org/10.3389/fpubh.2023.1080620

South, L., Saffo, D., Vitek, O., Dunne, C., & Borkin, M. A. (2022). Effective use of Likert scales in visualization evaluations: A systematic review. Computer Graphics Forum, 41(3), 43–55. https://doi.org/10.1111/cgf.14506

Talib, S. L. A., Jusoh, M. A., Razali, F. A., & Awang, N. B. (2022). Technostress creators in the workplace: A literature review and future research needs in accounting education. Malaysian Journal of Social Sciences and Humanities, 7(7), e001625. https://doi.org/10.47405/mjssh.v7i7.1625

Tarafdar, M., Tu, Q., & Ragu-Nathan, T. S. (2011). Crossing to the dark side: Examining creators, outcomes, and inhibitors of technostress. Communications of the ACM, 54(9), 113–120. https://doi.org/10.1145/2001269.2001290

Valta, M., Hildebrandt, Y., & Maier, C. (2024). Fostering the digital mindset to mitigate technostress: An empirical study of empowering individuals for using digital technologies. Internet Research, 34(6), 2341–2369. https://doi.org/10.1108/INTR-07-2023-0611

Vendramin, N., Nardelli, G., & Ipsen, C. (2021). Task–technology fit theory: An approach for mitigating technostress. In A handbook of theories on designing alignment between people and the office environment (pp. 39–53). Routledge. https://doi.org/10.4324/9781003136842-6

Wang, H., Ding, H., & Kong, X. (2023). Understanding technostress and employee well-being in digital work: The roles of work exhaustion and workplace knowledge diversity. International Journal of Manpower, 44(2), 334–353. https://doi.org/10.1108/IJM-06-2021-0352

Xie, W., & Yang, R. (2025). Exploring the influence of individual digitalization on technostress in Chinese IT remote workers: The mediating role of information processing demands and job complexity. Acta Psychologica, Advance online publication. https://doi.org/10.1016/j.actpsy.2024.104882

Yener, S., Arslan, A., & Kilinç, S. (2021). The moderating roles of technological self-efficacy and time management in the technostress and employee performance relationship through burnout. Information Technology & People, 34(7), 1890–1919. https://doi.org/10.1108/ITP-06-2019-0275

Zeb, S., Akbar, F., Gul, A., Haider, S. A., Poulova, P., & Yasmin, F. (2021). Exploring the impact of technostress on job burnout: A systematic review. Sustainability, 13(14), Article 7897. https://doi.org/10.3390/su13147897

Zhang, S., Moeckel, R., Moreno, A. T., Shuai, B., & Gao, J. (2020). A work–life conflict perspective on technostress: Exploring its influence on work–family balance and employee performance. Information Systems Frontiers, 22(2), 321–337. https://doi.org/10.1007/s10796-019-09900-6

Zhang, Y., Yu, C., & Li, R. (2021). The relationship between digital transformation, technostress, and employee performance: Evidence from China. Journal of Enterprise Information Management, 34(6), 1621–1639. https://doi.org/10.1108/JEIM-07-2020-0315

Zhao, Y., & Gutierrez, O. (2022). Digital workload, technostress, and employee well-being: An integrative framework. Information Technology & People, 35(7), 2054–2078. https://doi.org/10.1108/ITP-12-2020-0874

Zhou, J., & George, J. M. (2021). Burnout and presenteeism in the digital workplace: The role of technostress. Journal of Occupational Health Psychology, 26(6), 592–605. https://doi.org/10.1037/ocp0000298

Zito, M., Ingusci, E., Cortese, C. G., Giancaspro, M. L., Manuti, A., Molino, M., & Russo, V. (2021). Does technostress contribute to employee well-being? Exploring the moderating role of job resources. Frontiers in Psychology, 12, Article 704729. https://doi.org/10.3389/fpsyg.2021.704729

Zubair, A., Khan, M. A., & Ali, F. (2020). The effect of job insecurity and technostress on burnout among IT employees. Journal of Organizational Change Management, 33(7), 1403–1416. https://doi.org/10.1108/JOCM-12-2019-0392

Zurita, G., Hasbún, I., Baloian, N., & Jerez, O. (2021). Technostress in collaborative learning environments: A study with university students. Behaviour & Information Technology, 40(4), 373–388. https://doi.org/10.1080/0144929X.2019.1708111

Published

2026-01-23

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Section

Original Articles