What Drives Academic Engagement in Digital Higher Education? The Roles of Digital Competence, Academic Self-Efficacy, and Emotional Intelligence
Abstract
This study investigates the relationships between digital competence, academic self-efficacy, emotional intelligence, and academic engagement among undergraduate students in Jakarta. The study hypothesizes that digital competence, academic self-efficacy, and emotional intelligence are positively associated with academic engagement simultaneously. A quantitative non-experimental design was employed using a non-probability convenience sampling technique, and data were collected through questionnaires administered to 211 participants. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings support the proposed hypotheses. Digital competence demonstrated the strongest positive effect on academic engagement (β = 0.459), followed by academic self-efficacy (β = 0.406) and emotional intelligence (β = 0.367). Collectively, these variables explained 71.8% of the variance in academic engagement (R² = 0.718). These findings suggest that developing students’ personal capacities is essential for sustaining academic persistence within increasingly digitalized higher education environments.
Keywords
Full Text:
PDFReferences
Astin, A. W. (1999). Student Involvement: A Developmental Theory for Higher Education. Journal of College Student Development, 40(5), 518–529.
Bandura, A. (2001). Social cognitive theory: An agentic perspective. Annual Review of Psychology, 52, 1–26. https://doi.org/10.1146/annurev.psych.52.1.1
Benavides, L. M. C., Tamayo Arias, J. A., Arango Serna, M. D., Branch Bedoya, J. W., & Burgos, D. (2020). Digital Transformation in Higher Education Institutions: A Systematic Literature Review. Sensors, 20(11), 3291. https://doi.org/10.3390/s20113291
Bereded, D.G., Abebe, A.S., & Negasi, R.D. (2025). Emotional intelligence and academic achievement among first-year undergraduate university students: the mediating role of academic engagement. Frontiers in Education. https://doi.org/10.3389/feduc.2025.1567418
Bru-Luna, L. M., Martí-Vilar, M., Merino-Soto, C., & Cervera-Santiago, J. L. (2021). Emotional intelligence measures: A systematic review. Healthcare, 9(12), Article 1696. https://doi.org/10.3390/healthcare9121696
Carmona-Halty, M. A., Schaufeli, W. B., & Salanova, M. (2019). The Utrecht Work Engagement Scale for students (UWES–9S): Factorial validity, reliability, and measurement invariance in a Chilean sample of undergraduate university students. Frontiers in Psychology, 10, Article 1017. https://doi.org/10.3389/fpsyg.2019.01017
Cerelia, J.J., Sitepu, A.A., & Toharudin, T. (2021). Learning Loss Akibat Pembelajaran Jarak Jauh Selama Pandemi Covid-19 di Indonesia. Prosiding Seminar Nasional Statistika, 10, 27. https://doi.org/10.1234/pns.v10i.91
Fitri, S. (2017). Dampak Positif Dan Negatif Sosial Media Terhadap Perubahan Sosial Anak. NATURALISTIC : Jurnal Kajian Penelitian Pendidikan Dan Pembelajaran, 1(2), 118– 123. https://doi.org/10.35568/naturalistic.v1i2.5
Fredricks, J.A., Blumenfeld, P.C., & Paris, A.H. (2004). School Engagement: Potential of the Concept, State of the Evidence. Review of Educational Research, 74(1), 59–109. https://doi.org/10.3102/00346543074001059
Ghozali, I., & Latan, H. (2021). Partial Least Squares Konsep, Teknik dan Aplikasi Menggunakan Program SmartPLS 3.2.9 untuk Penelitian Empiris Edisi 3. Semarang: Badan Penerbit Undip.
Gregory, R.J. (2015). Psychological Testing: History, Principles, and Applications. Seventh Edition. England: Pearson
Hair, J.F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a Silver Bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202
Hair, J.F., Risher, J.J., Sarstedt, M., & Ringle, C.M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hair, J., & Alamer, A. (2022). Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example. Research Methods in Applied Linguistics, 1(3). https://doi.org/10.1016/j.rmal.2022.100027
Hakim, A.N. & Yulia, L. (2024). Dampak Teknologi Digital Terhadap Pendidikan Saat Ini. Jurnal Pendidikan Sosial dan Humaniora, 3(1), 145-163.
He, T., Zhu, C., & Questier, F. (2018). Predicting digital informal learning: an empirical study among Chinese University students. Asia Pacific Education Review, 19, 79–90. https://doi.org/10.1007/s12564-018-9517-x
Heidari, E., Mehrvarz, M., Marzooghi, R., & Stoyanov, S. (2021). The role of digital informal learning in the relationship between students' digital competence and academic engagement during the COVID-19 pandemic. Journal of Computer Assisted Learning, 37(4), 1154–1166. https://doi.org/10.1111/jcal.12553
Jamaluddin, N., Daud, M., & Indahari, N.A. (2022). Student Engagement dan Prestasi Akademik pada Mahasiswa. Jurnal Psikologi Talenta Mahasiswa, 1(4), 173-182.
Jaya, F., & Nurqamarani, A.S. (2023). Understanding Student Engagement in Hybrid Learning : An Analysis Impact Digital Literacy and Academic Self-Efficacy. Jurnal Kependidikan : Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran, Dan Pembelajaran, 9(3), 833–845. https://doi.org/10.33394/jk.v9i3.7947
Julika, S., & Setiyawati, D. (2019). Hubungan antara kecerdasan emosional, stres akademik, dan kesejahteraan subjektif pada mahasiswa. Gadjah Mada Journal of Psychology, 5(1), 50–59. https://doi.org/10.22146/gamajop.47966
Ketonen, E. E., Haarala-Muhonen, A., Hirsto, L., Hänninen, J. J., Wähälä, K., & Lonka, K. (2016). Am I in the right place? Academic engagement and study success during the first years at university. Learning and Individual Differences, 51, 141–148. https://doi.org/10.1016/j.lindif.2016.08.017
Lizarte Simón, E.J., Gijón Puerta, J., Galván Malagón, M.C., & Khaled Gijón, M. (2024). Influence of Self-Efficacy, Anxiety and Psychological Well-Being on Academic Engagement During University Education. Education Sciences, 14(12), 1367. https://doi.org/10.3390/educsci14121367
Makda, F. (2025). Digital education: Mapping the landscape of virtual teaching in higher education – a bibliometric review. Education and Information Technologies, 30, 2547–2575. https://doi.org/10.1007/s10639-024-12899-2
Mayer, J.D., Salovey, P., & Caruso, D.R. (2004). Emotional Intelligence: Theory, Findings, and Implications. Psychological Inquiry, 15(3), 197–215. https://doi.org/10.1207/s15327965pli1503_02
Myers, D.G., & Twenge, J.M. (2022). Social psychology (14th ed.). McGraw-Hill Education.
Nabilah, Y. (2026, 6 April). Kelelahan Psikologis Terselubung. potretonline.com. URL: https://potretonline.com/2026/04/06/kelelahan-psikologis-mahasiswa/
Reyes-de-Cózar, S., Merino-Cajaraville, A., & Salguero-Pazos, M. R. (2023). Avoiding Academic Burnout: Academic Factors That Enhance University Student Engagement. Behavioral Sciences, 13(12), 989. https://doi.org/10.3390/bs13120989
Schaufeli, W. B., Salanova, M., González-Romá, V., & Bakker, A. B. (2002). The measurement of engagement and burnout: A two sample confirmatory factor analytic approach. Journal of Happiness Studies: An Interdisciplinary Forum on Subjective Well-Being, 3(1), 71–92. https://doi.org/10.1023/A:1015630930326
Schunk, D. H. (1991). Self-Efficacy and Academic Motivation. Educational Psychologist, 26(3–4), 207–231. https://doi.org/10.1080/00461520.1991.9653133
Vuorikari, R., Kluzer, S., & Punie, Y. (2022). DigComp 2.2: The digital competence framework for citizens. Publications Office of the European Union. https://doi.org/10.2760/115376
World Economic Forum. (2023, Januari). Defining Education 4.0: A taxonomy for the future of learning [White paper]. https://www.weforum.org/publications/defining-education-4-0-a-taxonomy-for-the-future-of-learning/
Wulansari, A., Suska, K. L., Akbar, M. R. B., Maqriva, N. H. I., & Johans, S. (2025). Fenomena Penurunan Motivasi Belajar Pada Mahasiswa di Era Digital. JIMU: Jurnal Ilmiah Multidisipliner, 4(01), 2009-2015.
Yudhistira, S., Tiatri, S., & Mularsih, H. (2023). Keterlibatan Akademik dan Kelelahan Akademik pada Mahasiswa Kedokteran: Peran Dukungan Sosial, Efikasi Diri Akademik, dan Harga Diri. Psikologika: Jurnal Pemikiran dan Penelitian Psikologi, 28(2), 303-320.
Zhao, J., Awais-E-Yazdan, M., Mushtaque, I., & Deng, L. (2022). The Impact of Technology Adaptation on Academic Engagement: A Moderating Role of Perceived Argumentation Strength and School Support. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2022.962081
DOI: https://doi.org/10.24167/psidim.v25i1.15081
Print ISSN : 1411-6073 | online ISSN : 2579-6321 View My Stats

This work is licensed under a Creative Commons Attribution 4.0 International License.













