Vol. 11 No. 8 (2025): August
Open Access
Peer Reviewed

The Effect of Integrated STEM Learning Models Based on Digital Technology on Improving Students' Digital Literacy

Authors

Ifa Safira , Siti Fatmah Hiola , Henny Sanulita , Nurina Happy , Tomi Apra Santosa , Unpris Yastanti

DOI:

10.29303/jppipa.v11i8.12131

Published:

2025-08-25

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Abstract

This study aims to analyze the influence of digital technology-based integrated STEM learning models on improving students' digital literacy through a meta-analysis approach. Digital literacy is an essential competency in the era of the Industrial Revolution 4.0, and STEM learning that integrates digital technology is believed to be able to facilitate the strengthening of these skills. This study examined 20 scientific articles published in the period 2015–2024 and met the inclusion and methodological quality criteria. The analysis was carried out using JASP. The results of the meta-analysis showed that the digital-based STEM learning model had a significant influence on improving students' digital literacy, with an average effect size value of 0.78 which was included in the large category. Subanalysis based on education level indicates that the strongest influence occurs at the secondary education level. These findings imply that the development of STEM-based learning curricula and strategies that are integrated with digital technology needs to be continuously encouraged to strengthen students' readiness to face the challenges of the digital world.

Keywords:

21st century learning Digital literacy Digital technology Meta-analysis STEM

References

Amin, A. M., Karmila, F., Laode, Z. A., Ermin, E., Akbar, A. Y., & Ahmed, M. A. (2023). The WE-ARe Model’s Potential to Enhance Digital Literacy of Preservice Biology Teachers. JPBI (Jurnal Pendidikan Biologi Indonesia), 9(1), 36–45. https://doi.org/10.22219/jpbi.v9i1.23061

Angraini, E., Zubaidah, S., & Susanto, H. (2023). TPACK-Based Active Learning to Promote Digital and Scientific Literacy in Genetics. Pegem Egitim ve Ogretim Dergisi, 13(2), 50–61. https://doi.org/10.47750/pegegog.13.02.07

Ardianti, S., Sulisworo, D., Pramudya, Y., & Raharjo, W. (2020). The Impact of the Use of STEM Education Approach on the Blended Learning to Improve Student’s Critical Thinking Skills. Universal Journal of Educational Research, 8(3 B), 24–32. https://doi.org/10.13189/ujer.2020.081503

Asnur, L., Jalinus, N., Faridah, A., Santosa, T. A., Ambiyar, R. D., & Utami, F. (2024). Video-Blogs (Vlogs)-Based Project : A Meta Analysis. Int. J. Adv. Sci. Eng. Inf. Technol., 14(5), 1553–1557. https://doi.org/10.18517/ijaseit.14.5.16804

Borenstein, M., Hedges, L., & Rothstein, H. (2007). Introduction to Meta-Analysis. Retrieved from www.Meta-Analysis.com

Bulut, M., Bulut, A., Kaban, A., & Kirbas, A. (2023). Exploring the Nexus of Technology, Digital, and Visual Literacy: A Bibliometric Analysis. International Journal of Education in Mathematics, Science and Technology, 12(2), 345–363. https://doi.org/10.46328/ijemst.3777

Castañeda, L., & Villar-Onrubia, D. (2023). Beyond Functionality: Building Critical Digital Teaching Competence Among Future Primary Education Teachers. Contemporary Educational Technology, 15(1), 1–17. https://doi.org/10.30935/cedtech/12599

Chai, C. S., Lin, P-Y., Jong, M., Dai, Y., Chiu, T. K. F., & Huang, B. (2020). Factors Influencing Students' Behavioral Intention to Continue Artificial Intelligence Learning. Conference: 2020 International Symposium on Educational Technology (ISET). http://dx.doi.org/10.1109/ISET49818.2020.00040

Coker, C., Harper, H., Campbell, T., Tonners-Saunders, L., Waghorn, S., & Robertson, L. (2024). Developing Digital Literacies in Teacher Education: A Collaborative Enquiry Examining Teacher Educators’ Experiences of Teaching Online During the Pandemic. TEAN Journal, 15(1), 1–17. Retrieved from https://files.eric.ed.gov/fulltext/EJ1416182.pdf

Dewanto, D., Santosa, T. A., Ratih, A., Asrizal, A., & Hardeli, H. (2024). The Influence of the STEM-Based Guided Inquiry Model on Students’ Creative Thinking Skills in Science Learning: A Meta-Analysis Study. Jurnal Penelitian Pendidikan IPA, 10(3), 88–95. https://doi.org/10.29303/jppipa.v10i3.6777

Dewi, A. M., & Kamaludin, A. (2022). Development of Audiovisual-Based PowToon Animation Video on Chemical Bonds for Tenth Grade. Jurnal Penelitian Pendidikan IPA, 8(1), 222–229. https://doi.org/10.29303/jppipa.v8i1.865

El Messaoudi, M. (2024). The Impact of a Blended Learning Model on Undergraduate University Students’ Digital Literacy Skills: Empirical Evidence from Higher Education. Educational Process: International Journal, 13(4), 84–101. https://doi.org/10.22521/edupij.2024.134.5

Elfira, I., & Santosa, T. A. (2023). Literature Study: Utilization of the PjBL Model in Science Education to Improve Creativity and Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(1), 133–143. https://doi.org/10.29303/jppipa.v9i1.2555

Gholami, R., & Salahshour, S. (2025). Effect of Using Digital Media for Language Learning on Reduction of Anxiety and Boost of Proficiency among Immigrating Students: A Case Study. International Journal of Education and Literacy Studies, 13(1), 279–292. https://doi.org/10.7575/aiac.ijels.v.13n.1p.279

Glass, G. V. (1976). Primary, Secondary, and Meta-Analysis of Research. Educational Researcher, 5(10), 3-8. http://dx.doi.org/10.3102/0013189X005010003

Helmi, M., Asrial, A., & Hariyadi, B. (2023). Effect of Problem-Based Learning Model on High School Students’ Critical Thinking Ability in Biotechnology Viewed from the Level of Confidence. Jurnal Penelitian Pendidikan IPA, 9(9), 6870–6876. https://doi.org/10.29303/jppipa.v9i9.4067

Hukom, J. (2023). Integration of Blended Learning and Project-Based Learning (BPjBL) on Achievement of Students’ Learning Goals: A Meta-Analysis Study. Pegem Journal of Education and Instruction, 13(4), 274–281. https://doi.org/10.47750/pegegog.13.04.32

Ichsan, I., Suharyat, Y., Santosa, T. A., & Satria, E. (2023). Effectiveness of STEM-Based Learning in Teaching 21st Century Skills in Generation Z Student in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(1), 150–166. https://doi.org/10.29303/jppipa.v9i1.2517

Ilić, J., Ivanović, M., & Klašnja-Milićević, A. (2024). Effects of Digital Game-Based Learning in STEM Education on Students’ Motivation: A Systematic Literature Review. Journal of Baltic Science Education, 23(1), 20–36. https://doi.org/10.33225/jbse/24.23.20

Indriani, B. S., Saptono, S., Mustikaningtyas, D., & Yuniastuti, A. (2024). Effectiveness of Creative Problem Solving (CPS)-STEM Learning Model on Students’ Computational Thinking and Digital Literacy Skills in Biotechnology Material. Unnes Science Education Journal, 13(2), 61–68. Retrieved from https://journal.unnes.ac.id/journals/usej

Ismail, H. (2025). Exploring Students’ Needs for STEM Based Digital Learning Models to Enhance English Academic Reading in 21st Century. Indonesian EFL Journal, 11(1), 109–120. https://doi.org/10.25134/ieflj.v11i1.11439

Joseph, G. V., Athira, P., Thomas, M. A., Jose, D., Roy, T. V., & Prasad, M. (2024). Impact of Digital Literacy, Use of AI Tools and Peer Collaboration on AI Assisted Learning: Perceptions of the University Students. Digital Education Review, 45, 43–49. https://doi.org/10.1344/der.2024.45.43-49

Kiryakova-Dineva, T., & Yaneva, D. (2025). Top 6 Literacies in Marketing Education: State-of-the-Art Approach. Contemporary Educational Technology, 17(1), 1–12. https://doi.org/10.30935/cedtech/15636

Lachner, A., Backfisch, I., & Franke, U. (2024). Towards an Integrated Perspective of Teachers’ Technology Integration: A Preliminary Model and Future Research Directions. Frontline Learning Research, 12(1), 1–15. https://doi.org/10.14786/flr.v12i1.1179

Laila, R., & Asrizal, A. (2021). Analysis of Need for Development of Physics Teaching Materials Assisted by a Learning House Portal Integrating STEM and Contextual Models to Improve Student Digital Literacy. Journal of Physics: Conference Series, 1876(1). https://doi.org/10.1088/1742-6596/1876/1/012043

Le, B., Lawrie, G. A., & Wang, J. T. H. (2022). Student Self-Perception on Digital Literacy in STEM Blended Learning Environments. Journal of Science Education and Technology, 31(3), 303–321. https://doi.org/10.1007/s10956-022-09956-1

Lestari, H., & Rahmawati, I. (2020). Integrated STEM Through Project Based Learning and Guided Inquiry on Scientific Literacy Abilities in Terms of Self-Efficacy Levels. Al Ibtida: Jurnal Pendidikan Guru MI, 7(1), 19. https://doi.org/10.24235/al.ibtida.snj.v7i1.5883

Lestari, H., Rahmawati, I., Siskandar, R., & Dafenta, H. (2021). Implementation of Blended Learning with A STEM Approach to Improve Student Scientific Literacy Skills During The Covid-19 Pandemic. Jurnal Penelitian Pendidikan IPA, 7(2), 224–231. https://doi.org/10.29303/jppipa.v7i2.654

Luciana, O., Sjoraida, D. F., Santosa, T. A., Nugraha, A. R., & Zain, A. (2024). The Effect of Technology-Based Management Learning on Children’s Organizational Skills Development: A Meta-Analysis Approach. Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini, 8(6), 1777–1786. https://doi.org/10.31004/obsesi.v8i6.6593

Miliou, O., & Angeli, C. (2023). the Impact of a Project-Based Learning Environment on the Development of Undergraduate Students’ Digital Literacy Skills. 20th International Conference on Cognition and Exploratory Learning in Digital Age, CELDA 2023, Celda, 171–178. https://doi.org/10.3102/2107845

Morachat, W., & Seechaliao, T. (2024). The Development of an Instructional Model Based on Flipped Using Technology-Based Learning to Enhance the Digital Literacy for Undergraduate Students in the Faculty of Education, Rajabhat University. Higher Education Studies, 14(3), 189. https://doi.org/10.5539/hes.v14n3p189

Muzana, S. R., Wilujeng, I., Yanto, B. E., & Mustamin, A. A. (2021). E-STEM Project-Based Learning in Teaching Science to Increase ICT Literacy and Problem Solving. International Journal of Evaluation and Research in Education (IJERE), 10(4), 1386–1394. https://doi.org/10.11591/ijere.v10i4.21942

Net, W. W. W. P., Muskania, R. T., Maksum, A., & Astra, I. M. (2024). A Qualitative Study of Teacher’s Perspective About Digital STEM-PjBL Teaching Material Based on Local Wisdom to Improve Scientific Literacy. Pegem Journal of Education and Instruction, 14(2), 94–103. https://doi.org/10.47750/pegegog.14.02.11

Özdemir, A., Mirici, S., & Cigdemoglu, C. (2021). The Effect of Project Supervision Training on Teachers’ Views of Nature of Scientific Inquiry. International Online Journal of Education and Teaching (IOJET), 8(4). 2927-2948. Retrieved from https://files.eric.ed.gov/fulltext/EJ1319382.pdf

Rahmi, U., Mahande, R. D., & Azrul, A. (2024). the Role of Support System, Digital Literacy and Learning Strategy on Learning Outcomes for Preservice Teachers in a Blended Learning Environment. Journal of Educators Online, 21(3). https://doi.org/10.9743/JEO.2024.21.3.12

Redhana, I. W., Sudria, I. B. N., & Suardana, I. N. (2024). A Digital Instructional Book: A Tool for Improving Students’ Learning Outcomes on the Reduction and Oxidation Reactions. Science Education International, 35(1), 61–70. https://doi.org/10.33828/sei.v35.i1.7

Şahin, M. D., & Öztürk, G. (2019). Mixed Method Research: Theoretical Foundations, Designs and Its Use in Educational Research. International Journal of Contemporary Educational Research, 6(2), 301-310. https://doi.org/10.33200/ijcer.574002

Saleh, H., Nopitasari, D., Fadillah, A., Bilda, W., & Haswati, D. (2025). Optimization of Digital Literacy Through STEM-Based Learning. Prima: Jurnal Pendidikan Matematika, 9(1), 16-29. Retrieved from https://jurnal.umt.ac.id/index.php/prima/article/download/12851/5883

Santosa, T. A., Agustina, N., & Yulianti, S. (2020). Jenis Tumbuhan Liar dalam Upacara Adat Kenduri Seko di Kerinci. Pendekar: Jurnal Pendidikan Berkarakter, 3(1), 6–10. Retrieved from http://journal.ummat.ac.id/index.php/pendekar/article/view/2798

Santosa, T. A., & Sepriyani, E. M. (2020). Analisis Masalah Pendidikan Biologi pada Sekolah Menengah Pertama di Era Pandemi Covid-19. Jurnal Review Pendidikan dan Pengajaran, 3(2), 273–278. https://doi.org/10.31004/jrpp.v3i2.1278

Santosa, W. H., & Sudirman, A. (2023). Factors Influencing the Implementation of Cooperative Learning: Elementary School Teacher Education Department Students’ Perspectives. Edunesia: Jurnal Ilmiah Pendidikan, 4(3), 1031–1048. https://doi.org/10.51276/edu.v4i3.501

Sawilowsky, S. S. (2009). Very Large and Huge Effect Sizes. Journal of Modern Applied Statistical Methods, 8(2), 597–599. https://doi.org/10.22237/jmasm/1257035100

Siiman, L. A., Cortés, C. M. P., & Pedaste, M. (2014). Digital Literacy for All Through Integrative STEM. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8523 LNCS(PART 1), 119–127. https://doi.org/10.1007/978-3-319-07482-5_12

Soeswoyo, D. M., Jeneetica, M., Dewi, L., Dewantara, M. H., & Asparini, P. S. (2021). Tourism Potential and Strategy to Develop Competitive Rural Tourism in Indonesia. International Journal of Applied Sciences in Tourism and Events, 5(2), 131–141. https://doi.org/10.31940/ijaste.v5i2.131-141

Suswandari, A. F. (2023). The Effect of Using STEM Learning Models for Students to Improve Digital Literacy Skills in Elementary Schools. Research and Innovation in Social Science Education Journal (RISSEJ), 1(1), 11–18. https://doi.org/10.30595/rissej.v1i1.114

Swandana, H., Tindangen, M., & Herliani, H. (2023). High School Students’ Perceptions About Implementation of the Merdeka Curriculum in Biology Lessons in Samarinda. Jurnal Penelitian Pendidikan IPA, 9(10), 8235–8244. https://doi.org/10.29303/jppipa.v9i10.4585

Sydorenko, V. V., Akhnovska, I. O., Smirnov, S. V., Verbovskyi, I. A., & Melnychuk, O. V. (2024). Improvement of Higher Education: How to Bridge the Digital Divide During the Transformation? Journal of Education and Learning, 18(3), 1001–1014. https://doi.org/10.11591/edulearn.v18i3.21078

Tamur, M., Juandi, D., & Kusumah, Y. S. (2020). The Effectiveness of the Application of Mathematical Software in Indonesia; A Meta-Analysis Study. International Journal of Instruction, 13(4), 867–884. https://doi.org/10.29333/iji.2020.13453a

Utomo, W., Suryono, W., Santosa, T. A., & Agustina, I. (2023). The Effect of STEAM-Based Hybrid Based Learning Model on Students’ Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(9), 742–750. https://doi.org/10.29303/jppipa.v9i9.5147

Widiyatmoko, A., Wulandari, T. D., Darmawan, M. S., & Mayanti, A. N. R. (2025). Analysis of Pre-Service Teachers’ Digital Literacy in Creating STEM-Based Science Learning Tools: Literature Review (Issue Icei 2024). Atlantis Press SARL. https://doi.org/10.2991/978-2-38476-360-3_110

Zainil, M., Kenedi, A. K., Rahmatina, R., Indrawati, T., & Handrianto, C. (2023). The Influence of a STEM-Based Digital Classroom Learning Model and High-Order Thinking Skills on the 21st-Century Skills of Elementary School Students in Indonesia. Journal of Education and E-Learning Research, 10(1), 29–35. https://doi.org/10.20448/jeelr.v10i1.4336

Zulkifli, Z., Satria, E., Supriyadi, A., & Santosa, T. A. (2022). Meta-Analysis: The Effectiveness of the Integrated STEM Technology Pedagogical Content Knowledge Learning Model on the 21st Century Skills of High School Students in the Science Department. Psychology, Evaluation, and Technology in Educational Research, 5(1), 32–42. https://doi.org/10.33292/petier.v5i1.144

Zulyusri, Z., Santosa, T. A., Festiyed, F., Yerimadesi, Y., Yohandri, Y., Razak, A., & Sofianora, A. (2023). Effectiveness of STEM Learning Based on Design Thinking in Improving Critical Thinking Skills in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(6), 112–119. https://doi.org/10.29303/jppipa.v9i6.3709

Author Biographies

Ifa Safira, Universitas Bosowa

Author Origin : Indonesia

Siti Fatmah Hiola, Universitas Negeri Makassar

Author Origin : Indonesia

Henny Sanulita, Universitas Tanjung Pura

Author Origin : Indonesia

Nurina Happy, Universitas PGRI Semarang

Author Origin : Indonesia

Tomi Apra Santosa, Akademi Teknik Adikarya

Author Origin : Indonesia

Unpris Yastanti, Universitas Bina sarana Informatika

Author Origin : Indonesia

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How to Cite

Safira, I., Hiola, S. F., Sanulita, H., Happy, N., Santosa, T. A., & Yastanti, U. (2025). The Effect of Integrated STEM Learning Models Based on Digital Technology on Improving Students’ Digital Literacy. Jurnal Penelitian Pendidikan IPA, 11(8), 51–59. https://doi.org/10.29303/jppipa.v11i8.12131