The Effects of Digital Competence, Digital Culture, and Digital Stress on Students’ Academic Performance in Biology Education
DOI:
https://doi.org/10.61255/itej.v4i1.993Keywords:
Academic performance, Digital competence, Digital culture, Digital stress, PLS-SEMAbstract
The development of digital technology has brought significant changes in the learning process, including in Biology learning at the secondary education level. This study aims to analyze the influence of Digital Competence, Digital Culture and Digital Stress on the Academic Performance of Biology of high school students. This study uses a quantitative approach with an explanatory research design and cross-sectional methods. Data was collected from 350 high school students through a five-point Likert scale-based structured questionnaire. Data analysis was carried out using Structural Equation Modeling–Partial Least Squares (SEM-PLS) with the help of SmartPLS 4 software. The results show that digital competence has a positive and significant effect on academic performance in Biology, as well as a positive effect on digital stress. In contrast, digital culture does not have a significant effect on either academic performance or digital stress. Furthermore, digital stress was found to have a positive and significant effect on academic performance, indicating that a certain level of digital stress may enhance students’ engagement in learning activities. These findings suggest that while digital competence plays a key role in improving academic outcomes, it should be accompanied by effective digital stress management. The results of this research are expected to be a reference for educators and curriculum developers in designing productive and sustainable technology-based Biology learning.
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Argyriadi, A., Katsarou, D., Patelarou, A., Megari, K., Patelarou, E., Kotrotsiou, S., Giakoumidakis, K., Abdoola, S., Mantsos, E., Efthymiou, E., & Argyriadis, A. (2025). Digital Stress Scale (DSC): Development and Psychometric Validation of a Measure of Stress in the Digital Age. International Journal of Environmental Research and Public Health, 22(7), 1080. https://doi.org/10.3390/ijerph22071080
Antón-Sancho, Á., Vergara, D., Medina, E., & Sánchez-Calvo, M. (2022). Digital Pandemic Stress in Higher Education in Venezuela. European Journal of Investigation in Health, Psychology and Education, 12(12), 1878-1900. https://doi.org/10.3390/ejihpe12120132
An, R., Qian, G., Mumtaz, A., Alotaibi, K. A., & Wang, X. (2025). Digital fatigue and academic resilience among university students with grit and flexibility as mediators. Scientific Reports.
Carretero, S., Vuorikari, R., & Punie, Y. (2017). DigComp 2.1: The digital competence framework for citizens. Publications Office of the European Union.https://doi.org/10.2760/38842
Falloon, G. (2020). From digital literacy to digital competence: The teacher digital competency framework. Journal of Educational Technology & Society, 23(4), 244–258.
https://www.jstor.org/stable/26926471
Febliza, A., & Oktariani, O. (2020). Pengembangan Instrumen Literasi Digital Sekolah Siswa Dan Guru. Jurnal Pendidikan Kimia Universitas Riau, 5(1), 1-10.
Fischer, R., Peifer, C., & Häusser, J. A. (2021). Technostress and well-being: A systematic review and meta-analysis. Applied Psychology, 70(4), 1531–1564. https://doi.org/10.1111/apps.12282
Gomes, J., Lopes, J., & Oliveira, C. (2015). Digital competence and problem-solving skills in science education. Procedia – Social and Behavioral Sciences, 191, 247–251.https://doi.org/10.1016/j.sbspro.2015.04.498
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: A workbook. Springer international publishing.
Haruna, H., Zainuddin, Z., Mellecker, R. R., Chu, S. K. W., & Hu, X. (2019). An iterative process for developing digital learning resources to improve student engagement and learning outcomes. Educational Technology Research and Development, 67(4), 889–911.https://doi.org/10.1007/s11423-018-09639-y
Hendra, R., Putri, D. A., & Lestari, S. (2025). Academic performance measurement in AI-supported learning environments. Jurnal Pendidikan Sains, 13(1), 45–58.
https://ejournal.unesa.ac.id/index.php/journal-pendidikan-sains
Ikhsan, M., Munzir, S., & Yusrizal, Y. (2021). The use of digital media to improve students’ understanding of abstract concepts in science learning. Jurnal Pendidikan IPA Indonesia, 10(2), 265–274. https://doi.org/10.15294/jpii.v10i2.28488
Indriyani, I., Rizqi, U., & Mahmudah, U. (2020). Bagaimana kreativitas dan keaktivan mahasiswa mempengaruhi pemahaman materi abstrak matematika melalui e-learning. Al Khawarizmi: Jurnal Pendidikan Dan Pembelajaran Matematika, 4(2), 112-131. https://doi.org/10.22373/jppm.v4i2.8130
Kalyar, M. N. (2011). Creativity, self-efficacy, and innovation behavior. African Journal of Business Management, 5(14), 5734–5741. https://academicjournals.org/journal/AJBM/article-abstract/8C2B43C22028
Moraes, R., & Santos, J. (2023). Digital literacy, collaboration, and learning performance in science education. Education and Information Technologies, 28(3), 3497–3516.
https://doi.org/10.1007/s10639-022-11287-4
Musyaffi, A. M., Khairunnisa, H., & Respati, D. K. (2021). Konsep dasar Structural Equation Modeling–Partial Least Square (SEM-PLS). Jurnal Ekonomi, Bisnis, dan Akuntansi, 23(3), 100–114. https://ejournal.poltektegal.ac.id/index.php/monex/article/view/2326
Nick, E. A., Kilic, Z., Nesi, J., Telzer, E. H., Lindquist, K. A., & Prinstein, M. J. (2022). Adolescent digital stress: Frequencies, correlates, and longitudinal association with depressive symptoms. Journal of Adolescent Health, 70(2), 336-339.
Nunuk, S., Dewi, R., & Suharno, S. (2020). Digital learning, smartphone usage, and digital culture in indonesia education. Интеграция образования, 24(1 (98)), 20-31.
Rosmalinda, D., Syarif, A., Pamela, I. S., Amnie, E., & Muliawati, L. (2025). Penguatan Keterampilan Digital Guru Melalui Pelatihan Wordwall di DSN 205/IV Kota Jambi: Pengabdian. Jurnal Pengabdian Masyarakat dan Riset Pendidikan, 4(1), 6367-6374. https://doi.org/10.31004/jerkin.v4i1.2809
Siagian, I. O., Linda, S., & Melia, S. (2025). Hubungan Tingkat Stres Dengan Prestasi Akademik Mahasiswa: relationship between stress levels and students'academic achievement. Jurnal Keperawatan Muhammadiyah, 10(1), 114-119. https://doi.org/10.30651/jkm.v10i1.24537
Sholihin, M., & Ratmono, D. (2021). Analisis SEM-PLS dengan WarpPLS 7.0 untuk hubungan nonlinier dalam penelitian sosial dan bisnis. Penerbit Andi.
Spante, M., Hashemi, S. S., Lundin, M., & Algers, A. (2018). Digital competence and digital literacy in higher education research: Systematic review of concept use. Cogent education, 5(1), 1519143. https://doi.org/10.1080/2331186X.2018.1519143
Syarif, A., Ahmad, E. S., & Fauziah, K. (2023). Hubungan Antara Efikasi Diri terhadap Hasil Belajar Siswa Kelas V di MIS Amaliyah Cibinong. Mimbar Kampus: Jurnal Pendidikan dan Agama Islam, 22(1), 147-162.
Thomas, G. (2022). How to do your research project: A guide for students. https://books.google.co.id/books?id=uVCZEAAAQBAJ&printsec=frontcover&hl=id#v=onepage&q&f=false
Winstone, L., Mars, B., Haworth, C. M., & Kidger, J. (2023). Types of social media use and digital stress in early adolescence. The Journal of Early Adolescence, 43(3), 294-319. https://doi.org/10.1177/0272431622110
Wrede, S. J., Claassen, K., Rodil dos Anjos, D., Kettschau, J. P., & Broding, H. C. (2023). Impact of digital stress on negative emotions and physical complaints in the home office: a follow up study. Health Psychology and Behavioral Medicine, 11(1), 2263068. https://doi.org/10.1080/21642850.2023.2263068
Wrede, S. J., Claassen, K., dos Anjos, D. R., Kettschau, J. P., & Broding, H. C. (2023). Impact of digital stress on negative emotions and physical complaints in the home office. https://doi.org/10.21203/rs.3.rs-2394404/v2
Wen, Z., Yifan, C., & Gaohui, C. (2024). Digital stress among Chinese adolescents: a focus group study. Information Research an international electronic journal, 29(2), 619-634.
Zhao, Y., Lei, J., Yan, B., Lai, C., & Tan, H. S. (2021). What makes the difference? A practical analysis of research on digital competence. Educational Technology Research and Development, 69(2), 1089–1107. https://doi.org/10.1007/s11423-021-09964-0
Zoltán, D., Molnár, G., & Tóth, E. (2020). Digital Culture and learning behavior in secondary education. Journal of Educational Technology & Society, 23(3), 133–145.
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