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International Journal of Academic Research in Progressive Education and Development

Open Access Journal

ISSN: 2226-6348

The Impact of Digital and Manual- Based Learning Approaches on Student Learning Outcomes in High School Level

Meri Ivanda, Riswandi ., Siti Rahma Sari

http://dx.doi.org/10.6007/IJARPED/v14-i4/26688

Open access

This study aims to compare the effectiveness of digital and manual-based learning approaches on student academic outcomes at SMA Negeri 6 Bandar Lampung. The background of this research is based on the need to understand the contribution of each approach in the context of secondary education, in line with the rapid development of educational technology. This research employs a mixed methods approach with a sequential explanatory design. A total of 160 students were selected using stratified random sampling to represent the diversity of class levels and majors. Quantitative data were collected through learning outcome tests, student engagement questionnaires, and classroom activity observations, while qualitative data were obtained through in-depth interviews with selected teachers and students. The analysis results show that digital-based learning significantly enhances student engagement and allows the use of interactive multimedia content. Meanwhile, the manual approach tends to be more effective in supporting deep cognitive processing and conceptual understanding. These findings suggest that the integration of both approaches, proportionally adjusted to the characteristics of the subject matter and learning objectives, has the potential to optimize student learning outcomes. The implications of this study include the need for curriculum development and learning strategies that are adaptive to technological dynamics while still maintaining the effective traditional pedagogical elements.

Ally, M. (2009). Mobile learning: Transforming the delivery of education and training.
Athabasca University Press.
Appleton, J. J., Christenson, S. L., Kim, D., & Reschly, A. L. (2006). Measuring cognitive and psychological engagement: Validation of the Student Engagement Instrument. Journal of School Psychology, 44(5), 427–445. https://doi.org/10.1016/j.jsp.2006.04.002
Bernard, R. M., Abrami, P. C., Lou, Y., Borokhovski, E., Wade, A., Wozney, L., ... & Huang, B. (2004). How does distance education compare with classroom instruction? A meta-analysis of the empirical literature. Review of Educational Research, 74(3), 379–439. https://doi.org/10.3102/00346543074003379
Biggs, J., & Tang, C. (2011). Teaching for quality learning at university (4th ed.). McGraw-Hill Education.
Bransford, J. D., Brown, A. L., & Cocking, R. R. (Eds.). (2000). How people learn: Brain, mind, experience, and school. National Academy Press.
Bransford, J. D., Brown, A. L., & Cocking, R. R. (Eds.). (2000). How People Learn: Brain, Mind, Experience, and School. National Academy Press
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Creswell, J. W., & Plano Clark, V. L. (2018). Designing and conducting mixed methods research (3rd ed.). Sage.
Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2012). How to design and evaluate research in education (8th ed.). McGraw-Hill.
Garrison, D. R., & Vaughan, N. D. (2008). Blended Learning in Higher Education: Framework, Principles, and Guidelines. Jossey-Bass.
Kay, R. H., Leung, S., & Tang, H. (2017). Technology use in post-secondary education: A systematic review of learning technologies for self-directed learning. Computers & Education, 113, 1–15. https://doi.org/10.1016/j.compedu.2017.05.004
Lammers, W. J., & Murphy, J. J. (2002). A profile of teaching techniques used in the university classroom: A descriptive profile of a US public university. Active Learning in Higher Education, 3(1), 54–67. https://doi.org/10.1177/1469787402003001005
Laurillard, D. (2012). Teaching as a Design Science: Building Pedagogical Patterns for Learning and Technology. Routledge.
Means, B., Toyama, Y., Murphy, R., Bakia, M., & Jones, K. (2010). Evaluation of Evidence-Based Practices in Online Learning: A Meta-Analysis and Review of Online Learning Studies. U.S. Department of Education. https://www2.ed.gov/rschstat/eval/tech/evidence-based-practices/finalreport.pdf
Piaget, J. (1972). Intellectual evolution from adolescence to adulthood. Human Development, 15(1), 1–12. https://doi.org/10.1159/000271225
Selwyn, N. (2016). Education and Technology: Key Issues and Debates (2nd ed.).
Bloomsbury.
Sugiyono. (2017). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Alfabeta. Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257–285. https://doi.org/10.1207/s15516709cog1202_4
UNESCO. (2022). Reimagining our futures together: A new social contract for education. United Nations Educational, Scientific and Cultural Organization. https://unesdoc.unesco.org/ark:/48223/pf0000379707
Voogt, J., Knezek, G., Cox, M., Knezek, D., & ten Brummelhuis, A. (2015). Under which conditions does ICT have a positive effect on teaching and learning? A call to action. Journal of Computer Assisted Learning, 31(5), 462–469. https://doi.org/10.1111/jcal.12131
Vygotsky, L. S. (1978). Mind in Society: The Development of Higher Psychological Processes. Harvard University Press.
Warschauer, M., & Matuchniak, T. (2010). New technology and digital worlds: Analyzing evidence of equity in access, use, and outcomes. Review of Research in Education, 34(1), 179–225. https://doi.org/10.3102/0091732X09349791
Zheng, B., Warschauer, M., Lin, C. H., & Chang, C. (2016). Learning in one-to-one laptop environments: A meta-analysis and research synthesis. Review of Educational Research, 86(4), 1052–1084. https://doi.org/10.3102/0034654316628645

Ivanda, M., Riswandi, & Sari, S. R. (2025). The Impact of Digital and Manual- Based Learning Approaches on Student Learning Outcomes in High School Level. International Journal of Academic Research in Progressive Education and Development, 14(4), 275-287.