Digital Workload and Technostress on Employee Performance: The Mediating Role of Digital Fatigue

Beban Kerja Digital dan Teknostres terhadap Kinerja Karyawan: Peran Mediasi Kelelahan Digital

Authors

  • Astri Sabrina Anggraini Universitas Islam Negeri Raden Mas Said Surakarta
  • Fitri Wulandari Universitas Islam Negeri Raden Mas Said Surakarta

DOI:

https://doi.org/10.21070/jbmp.v12i1.2309

Keywords:

Digital Workload, Technostress, Employee Performance, Digital Fatigue

Abstract

This study investigates how digital workload and technostress affect employee performance, with digital fatigue as a mediating factor in digitally intensive work environments. Using a quantitative survey approach, data were collected from 201 respondents selected through purposive and snowball sampling and analyzed using partial least squares structural equation modeling (PLS-SEM). Results reveal that digital workload has a significant direct positive effect on performance but does not indirectly affect it through digital fatigue. In contrast, technostress has no direct effect on performance, but significantly impacts performance indirectly through digital fatigue. These findings highlight the complex dynamics between digital stressors and worker outcomes, suggesting that organizations should differentiate between types of digital pressures when designing interventions. Practical implications include the need for targeted strategies to manage technostress and digital fatigue, such as digital detox programs, mindful technology use policies, and workload design tailored to digital work contexts.

References

Abbasi, M., Monazzam, M. R., Karanika-Murray, M., Shamsipour, M., & Arabalibeik, H. (2022). Development and Validation of an Individual Job Performance Questionnaire (IJPQ). Work, 73(1), 309–320. https://doi.org/10.3233/WOR-211004

Alqarni, S., Hamsan, H., Mohd Rasdi, R., & Abdul Rahman, H. (2023). A Systematic Literature Review on Job Performance in Diverse Organizations from 2010 to 2023. International Journal of Academic Research in Business and Social Sciences, 13(18). https://doi.org/10.6007/ijarbss/v13-i18/19960

Arianto, B., & Handayani, B. (2024). Populasi dan Sampel Penelitian Kualitatif dalam Konteks Sosial Humaniora (Gozali, B. J. Kusuma, & S. Karim (eds.); 1st ed.). Borneo Novelty Publishing. https://doi.org/10.70310/3ms9bb14

Arnold, M., Goldschmitt, M., & Rigotti, T. (2023). Dealing with information overload: a comprehensive review. In Frontiers in Psychology (Vol. 14, pp. 1–28). Frontiers Media SA. https://doi.org/10.3389/fpsyg.2023.1122200

Ashar, Syahruddin, Nasruddin, Akbar, Z., Tahir, S. Z. Bin, Chamidah, D., & Siregar, R. (2021). The Effect of Workload on Performance through Time Management and Work Stress of Educators. Proceedings of the International Conference on Industrial Engineering and Operations Management, September, 3114–3125. https://doi.org/10.46254/sa02.20210860

Aybek, E. C., & Tomaran, C. (2022). How Many Response Categories are Sufficient for Likert Type Scales? An Empirical Study based on the Item Response Theory. International Journal of Assessment Tools in Education, 9(2), 534–547. https://doi.org/10.21449/ijate.1132931

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/https://doi.org/10.1108/02683940710733115

Bakker, A. B., & Demerouti, E. (2014). Job Demands–Resources Theory. In Wellbeing: Vol. III. https://doi.org/10.1002/9781118539415.wbwell019

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/https://doi.org/10.1037/ocp0000056

Bondanini, G., Sanchez-Gomez, M., Mucci, N., & Giorgi, G. (2025). Digital Connectivity at Work: Balancing Benefits and Risks for Engagement, Technostress, and Performance. Administrative Sciences, 15(10), 1–15. https://doi.org/10.3390/admsci15100398

Cao, S., Ali, S., Yawar, R. B., Saif, N., Goh, G. G. G., Khan, F., & Hussain, M. (2025). Constructing and Validating a Scale for Technostress and Employee Behavior: Evidence from Business Schools in a Developing Country. BMC Psychology, 13(1), 1–18. https://doi.org/10.1186/s40359-025-03152-7

Demerouti, E., Nachreiner, F., Bakker, A. B., & Schaufeli, W. B. (2001). The Job Demands-Resources Model of Burnout. Journal of Applied Psychology, 86(3), 499–512. https://doi.org/10.1037/0021-9010.86.3.499

Di Dalmazi, M., Mandolfo, M., Stringhini, C., & Bettiga, D. (2022). Influence of Technostress on Work Engagement and Job Performance During Remote Working. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13307 LNAI, 149–163. https://doi.org/10.1007/978-3-031-06086-1_12

Döring, N., De Moor, K., Fiedler, M., Schoenenberg, K., & Raake, A. (2022). Videoconference Fatigue: A Conceptual Analysis. International Journal of Environmental Research and Public Health, 19(4), 2061. https://doi.org/10.3390/ijerph19042061

Fauville, G., Luo, M., Queiroz, A. C. M., Bailenson, J. N., & Hancock, J. (2021). Zoom Exhaustion & Fatigue Scale. Computers in Human Behavior Reports, 4(C), 1–25. https://doi.org/https://doi.org/10.1016/j.chbr.2021.100119

Feng, Q., Song, Q., Zhang, L., Zheng, S., & Pan, J. (2020). Integration of Moderation and Mediation in a Latent Variable Framework: A Comparison of Estimation Approaches for the Second-Stage Moderated Mediation Model. Frontiers in Psychology, 11(September), 1–24. https://doi.org/10.3389/fpsyg.2020.02167

Hair, J. F., 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. In Springer (Vol. 30, Issue 1).

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to Use and How to Report the Results of PLS-SEM. In European Business Review (Vol. 31, Issue 1, pp. 2–24). Emerald Group Publishing Ltd. https://doi.org/10.1108/EBR-11-2018-0203

Hapsari, E. A., Rohmatullayaly, E. N., & Widayati, K. A. (2024). Technostress and Sleep Quality among University Students in Indonesia: A Cross-sectional Study. Asian Journal of Social Health and Behavior, 7(4), 197–202. https://doi.org/10.4103/shb.shb_177_24

Hart, S. G., & Staveland, L. E. (1988). Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research. In P. A. Hancock & N. Meshkati (Eds.), Elsevier Science Publishers B.V. (Vol. 52). Elsevier Science Publishers B.V. https://doi.org/10.1007/s10749-010-0111-6

Hasan, M. K. (2024). Digital Multitasking and Hyperactivity: Unveiling the Hidden Costs to Brain Health. Annals of Medicine and Surgery (2012), 86(11), 6371–6373. https://doi.org/10.1097/MS9.0000000000002576

Jannah, M., & Yuliawati, J. (2022). Pengaruh Kompetensi SDM dalam Meningkatkan Kinerja Karyawan di Era Revokusi 4.0. 7(6), 8106–8112.

Kementerian Komunikasi dan Digital Republik Indonesia. (2024). Siaran Pers No. 475/HM/KOMINFO/08/2024 tentang Tahun 2024, Indonesia Targetkan 30 Juta Pelaku UMKM Adopsi Teknologi Digital. Kementerian Komunikasi Dan Digital. https://www.komdigi.go.id/berita/pengumuman/detail/siaran-pers-no-475-hm-kominfo-08-2024-tentang-tahun-2024-indonesia-targetkan-30-juta-pelaku-umkm-adopsi-teknologi-digital

Kementerian UMKM Republik Indonesia. (2022). Roadmap Digitalisasi Koperasi dan UMKM Nasional. Kementerian UMKM Republik Indonesia. https://umkm.go.id/publikasi

Kumar, P. S. (2024). Technostress: A Comprehensive Literature Review on Dimensions, Impacts, and Management Strategies. Computers in Human Behavior Reports, 16(5), 100475. https://doi.org/10.1016/j.chbr.2024.100475

Kumarasamy, M. A. P. M., Pangil, F., & Isa, M. F. M. (2015). Individual, Organizational and Environmental Factors Affecting Work-Life Balance. Asian Social Science, 11(25), 111–123. https://doi.org/10.5539/ass.v11n25p111

Lamsir, S. (2025). Digital Fatigue and Its Impact on Mental Health in Work-From- Home Workers. Oshada Jurnal Kesehatan, 2(December), 153–164. https://doi.org/https://doi.org/10.62872/sxxnth96

Li, J., Surana, A., Chavan, M., Kano, L., Schotter, A., & Chirico, F. (2025). The Internationalization of Digital Platform-Based Firms: A Systematic Literature Review and Directions for Future Research Jiatao. Forthcoming, Journal of World Business, 60(4). https://doi.org/https://doi.org/10.1016/j.jwb.2025.101629

Lousã, E. P., Alves, M. P., & Koopmans, L. (2024). Adaptation and Validation of the Individual Work Performance Questionnaire into a Portuguese Version. Administrative Sciences, 14(7). https://doi.org/10.3390/admsci14070150

Muhamad, N. A., Ma’amor, N. H., Jamalluddin, N. H., Rosli, I. A., Leman, F. N., Shah, T. P. N. T. B., Misnan, N. S., Abdullah, N., Johari, M. Z., Chemi, N., Ibrahim, N., Isa, M. F. M., Sabri, M. A. R., Azmi, A. F., Hussian, R. L. A. R., Heng, C. J., Hao, L. Y., Zakaria, Z. I., Najid, S. N., … Wei, O. H. (2025). Technostress and Its Associated Factors: Burnout and Fatigue among Malaysian Healthcare Workers (HCWs) in State Hospitals. PLoS ONE, 20(3), e0319506. https://doi.org/10.1371/journal.pone.0319506

Munawaroh, M. (2021). Digital Fatigue bagi Kesehatan Fisik dan Mental (Studi Fenomenologi pada Guru di Kabupaten Lamongan). Dar El-Ilmi: Jurnal Studi Keagamaan, Pendidikan Dan Humaniora, 8(2), 79–95. https://doi.org/10.52166/darelilmi.v8i2.2827

Mustika, M. I., & Martdianty, F. (2023). Factors Influencing Employee’s Well-Being and Job Performance: The Perspective of State-Owned Enterprise Employee. International Journal of Human Capital Management, 7(1), 86–103. https://doi.org/10.21009/ijhcm.07.01.7

Nabung, A. (2024). The Impact of Multitasking With Digital Devices on Classroom Learning: A Critical Review on the Future of Digital Distraction in Education. US-China Education Review A, 14(6), 369–383. https://doi.org/10.17265/2161-623x/2024.06.005

Nadapdap, N., Panjaitan, F., Damanik, H., & Simanjuntak, S. I. R. (2024). Pengaruh Beban Kerja dan Lingkungan Kerja melalui Burnout dan Dampaknya Terhadap Kinerja Karyawan. GENUNG: Entrepreneurship, Management, and Business Journal, 1(02), 100–114. https://ejournal.genungmentorshipgroup.com/index.php/gembj/article/view/22%0A

Nasrul, R. N., Zainal, V. R., & Hakim, A. (2023). Workload, Work Stress, and Employee Performance: a Literature Review. DIJEMSS, 4(3), 415–422. https://doi.org/10.31933/dijemss.v4i3

Natanael, K., Kalis, M. C. I., Daud, I., Rosnani, T., & Fahruna, Y. (2023). Workload and Working Hours Effect on Employees Work-life Balance Mediated by Work Stress. Enrichment: Journal of Management, 13(5), 3112–3122.

Paraswati, A. D., & Pujianto, W. E. (2024). Workload To Individual Performance: Mediation Effect Of Burnout And Moderation Effect Of Psychological Capital. Jesya, 7(1), 275–290. https://doi.org/10.36778/jesya.v7i1.1469

Platania, S., Morando, M., Gruttadauria, S. V., & Koopmans, L. (2024). The Individual Work Performance Questionnaire: Psychometric Properties of the Italian Version. European Journal of Investigation in Health, Psychology and Education, 14(1), 49–63. https://doi.org/10.3390/ejihpe14010004

Purwanti, I., Suyanto, U. Y., Dzikri Abadi, M., Darianto, D., & Liliana, D. (2022). The Role of Burnout between Workload, Work Stress, and Employee Performance: Mediation Model. KnE Social Sciences, 2022, 70–85. https://doi.org/10.18502/kss.v7i10.11210

Rachman, A., Yochanan, Samaniangi, A. I., & Purnomo, H. (2024). Metode Penelitian Kuantitatif, Kualitatif dan R&D. CV Saba Jaya.

Rakhmayati, E. N., Sondari, M. C., & Kusnendi. (2024). The Effect of Workload and Digital Competence on The Performance of Non-Lecturing Staff at Open University of Bandung in Facing Era 4.0. Journal Wacana Ekonomi, 24(01), 069–078. https://doi.org/https://doi.org/10.52434/jwe.v24i1.41455

Romero-Rodríguez, J. M., Hinojo-Lucena, F. J., Kopecký, K., & García-González, A. (2023). Digital Fatigue in University Students as a Consequence of Online Learning during the Covid-19 Pandemic. Educacion XX1, 26(2), 165–184. https://doi.org/10.5944/educxx1.34530

Saleem, F., & Malik, M. I. (2023). Technostress, Quality of Work Life, and Job Performance: A Moderated Mediation Model. Behavioral Sciences, 13(12), 1014. https://doi.org/10.3390/bs13121014

Saleem, F., Malik, M. I., Qureshi, S. S., Farid, M. F., & Qamar, S. (2021). Technostress and Employee Performance Nexus During COVID-19: Training and Creative Self-Efficacy as Moderators. Front Psychol, 12, 595119. https://doi.org/10.3389/fpsyg.2021.595119

Scholze, A., & Hecker, A. (2023). Digital Job Demands and Resources: Digitization in the Context of the Job Demands-Resources Model. International Journal of Environmental Research and Public Health, 20(16). https://doi.org/10.3390/ijerph20166581

Suhari, P, I. R., Putra, A., & Sain, M. (2024). The Effect of Digital Transformation on Organizational Performance: a Meta Analysis. DIE : Jurnal Ilmu Ekonomi Dan Manajemen, 15(01), 50–65. https://doi.org/https://doi.org/10.30996/die.v15i1.10643

Supriyadi, T., Sulistiasih, S., Rahmi, K. H., Pramono, B., & Fahrudin, A. (2025). The Impact of Digital Fatigue on Employee Productivity and Well-being: A Scoping Literature Review. Environment and Social Psychology, 10(2), 3420. https://doi.org/10.59429/esp.v10i2.3420

Suryawijaya, T. W. E., & Putri, A. A. (2025). Tantangan Generasi Sandwich: Kelelahan Digital dan Produktivitas dalam Kerja Virtual. JPI: Jurnal Pemuda Indonesia, 1(2), 107–127. https://doi.org/https://doi.org/10.65125/br0hht21

Tanti, E., & Santoso, A. (2023). Pengaruh Disiplin Kerja, Lingkungan Kerja, dan Insentif terhadap Kinerja Karyawan CV Gemintang Berkah Gemilang. Lentera: Multidisciplinary Studies, 2(1), 148–154. https://lentera.publikasiku.id/index.php

Tarafdar, M., Tu, Q., Ragu-Nathan, B. S., & Ragu-Nathan, T. S. (2007). The Impact of Technostress on Role Stress and Productivity. Journal of Management Information Systems, 24(1), 301–328. https://doi.org/10.2753/MIS0742-1222240109

Ting, H., Memon, M. A., Thurasamy, R., & Cheah, J. H. (2025). Snowball sampling: A review and guidelines for survey research. Asian Journal of Business Research, 15(1), 1–15. https://doi.org/10.14707/ajbr.250186

Triansyah, F. A., Hejin, W., & Stefania, S. (2023). Factors Affecting Employee Performance: A Systematic Review. Journal Markcount Finance, 1(2), 118–127. https://doi.org/10.55849/jmf.v1i2.102

Tu, L., Rao, Z., Jiang, H., & Dai, L. (2025). Technostress, Burnout, and Job Satisfaction: An Empirical Study of STEM Teachers’ Well-Being and Performance. Behavioral Sciences, 15(7), 1–22. https://doi.org/10.3390/bs15070992

Wardhana, A. (2023). Instrumen Penelitian Kuantitatif dan Kualitatif. Media Sains Indonesia.

Weinert, C., Maier, C., Laumer, S., & Weitzel, T. (2020). Technostress Mitigation: an Experimental Study of Social Support during a Computer Freeze. Journal of Business Economics, 1199–1249. https://doi.org/10.1007/s11573-020-00986-y

Weni, N. N., Kawiana, I. G. P., & Astrama, I. M. (2023). The Effect of Workload and Work Stress on Employee Performance with Burnout as A Mediation Variable (Case Study at a Health Laboratory in Denpasar City). Sinomics Journal, 2(2), 397–410. https://doi.org/https://doi.org/10.54443/sj.v2i2.145

Wu, W., Chin, W., & Liu, Y. (2023). Technostress and The Smart Hospitality Employee. Journal of Hospitality and Tourism Technology, 13(3), 404–426. https://doi.org/https://doi.org/10.1108/JHTT-01-2021-0032

Wulandari, F., Dwiatmadja, C., & Imronudin. (2020). The Mediating Roles of Pro-commitment to Learning and Adaptability to Technological Change: Professional Experience Portfolio Toward Employee Performance. Business: Theory and Practice, 21(2), 859–868. https://doi.org/10.3846/btp.2020.12657

Xi, N., Chen, J., Gama, F., Riar, M., & Hamari, J. (2023). The Challenges of Entering the Metaverse: An Experiment on the Effect of Extended Reality on Workload. Information Systems Frontiers, 25(2), 659–680. https://doi.org/10.1007/s10796-022-10244-x

Yener, S. (2018). Teknostresin İş Performansı Üzerindeki Etkisi; Tükenmişliğin Aracı Rolü. Afyon Kocatepe Üniversitesi Sosyal Bilimler Dergisi, 20(2), 85–101. https://doi.org/10.32709/akusosbil.403114

Yglesias-Alva, L. A., Estrada-Alva, L. A., Lizarzaburu-Montero, L. M., Miranda-Troncoso, A. E., Vera-Calmet, V. G., & Aguilar-Armas, H. M. (2025). Digital Fatigue in Peruvian University Students: Design and Validation of a Multidimensional Questionnaire. Journal of Educational and Social Research, 15(3), 431–444. https://doi.org/10.36941/jesr-2025-0109

Yildizhan, H., Hosouli, S., Yılmaz, S. E., Gomes, J., Pandey, C., & Alkharusi, T. (2023). Alternative work arrangements: Individual, organizational and environmental outcomes. Heliyon, 9(11), e21899. https://doi.org/10.1016/j.heliyon.2023.e21899

Yuan, X., & Zhong, L. (2024). Effects of Multitasking and Task Interruption on Task Performance and Cognitive Load: Considering the Moderating Role of Individual Resilience. Current Psychology, 43(5), 23892–23902. https://doi.org/http://dx.doi.org/10.1007/s12144-024-06094-2

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2026-04-27