Digital literacy, low-code pedagogical ecosystems, and innovative teaching in primary education
DOI:
https://doi.org/10.56587/bemi.v3i2.160Keywords:
digital literacy, low-code pedagogical ecosystem, microsite, innovative teaching practices, primary educationAbstract
Background: Digital transformation in elementary schools continues to advance alongside the increasing use of technology in learning. However, the presence of technology has not always been accompanied by the emergence of innovative teaching practices, as the mechanisms explaining the relationship between teachers’ digital literacy, the technological environment, and pedagogical competence are not yet fully understood.
Purpose: This study aims to analyze the relationship between digital literacy, a low-code-based pedagogical ecosystem via microsites, Technological Pedagogical Content Knowledge (TPACK), and innovative teaching practices among elementary school teachers.
Method: This study employed a quantitative explanatory survey involving 83 elementary school teachers in Jepara Regency, Indonesia, selected through proportional stratified random sampling. Data were collected using a structured questionnaire measuring digital literacy, low-code pedagogical ecosystems, TPACK, and innovative teaching practices. Structural Equation Modeling–Partial Least Squares (SEM-PLS) was employed to examine the direct and indirect relationships among the proposed constructs.
Findings: The findings reveal that digital literacy strongly promotes the use of low-code pedagogical ecosystems, which subsequently strengthen teachers’ TPACK competencies. TPACK emerged as the primary mechanism underlying innovative teaching practices, with significant indirect effects observed for Digital Literacy → TPACK → Innovative Teaching Practice (β = 0.231, p = 0.001), Low-Code Pedagogical Ecosystem → TPACK → Innovative Teaching Practice (β = 0.266, p < 0.001), and the sequential pathway Digital Literacy → Low-Code Pedagogical Ecosystem → TPACK → Innovative Teaching Practice (β = 0.167, p = 0.001). The proposed model explained 67.8% of the variance in innovative teaching practices (R² = 0.678). Moreover, Digital Literacy demonstrated a large effect on the Low-Code Pedagogical Ecosystem (f² = 0.649), while TPACK exerted the strongest effect on innovative teaching practices (f² = 0.702), confirming its central role in digital pedagogical transformation.
References
Amrah, Hotimah, Patta, R., Tati, A. D. R., & Putrawan, M. R. (2025). Optimalisasi Pembelajaran Digital: Pelatihan Pembuatan Microsite Bagi Guru SD Inpres Galangan Kapal I dan II Kota Makassar. Jurnal Inovasi Pedagogik Dan Teknologi, 3(1), 36–42.
Anjaria, K. (2022). Knowledge derivation from Likert scale using Z-numbers. Information Sciences, 590, 234–252. https://doi.org/10.1016/j.ins.2022.01.024
Antonova, O., Myronchuk, N., Pavlenko, V., Kovalchuk, V., & Korniichuk, M. (2024). Modern Technologies and their Impact on Educational Transformations in Preparing a Creative Specialist. Nanotechnology Perceptions, 20(S1), 473–491. https://doi.org/10.62441/nano-ntp.v20iS1.37
Çebi, A., Bahçekapılı Özdemir, T., Reisoğlu, İ., & Çolak, C. (2022). From digital competences to technology integration: Re-formation of pre-service teachers’ knowledge and understanding. International Journal of Educational Research, 113, 101965. https://doi.org/10.1016/j.ijer.2022.101965
Chun, S., Kim, J., & Kim, D. (2021). Relationship Between Teacher’s Teaching Expertise and Digital Literacy. In V. L. Uskov, R. J. Howlett, & L. C. Jain (Eds.), Smart Education and e-Learning 2021 (pp. 185–195). Springer. https://doi.org/10.1007/978-981-16-2834-4_16
Cohen, L., Manion, L., & Morrison, K. (2017). Research Methods in Education (8th ed.). Routledge. https://doi.org/10.4324/9781315456539
Cortellazzo, L., Bruni, E., & Zampieri, R. (2019). The role of leadership in a digitalized world: A review. Frontiers in Psychology, 10(AUG). https://doi.org/10.3389/fpsyg.2019.01938
Creswell, J. W., & Creswell, J. D. (2022). Research Design. SAGE Publications, Inc.
Cui, Y., & Zhang, H. (2022). Integrating teacher data literacy with TPACK: A self-report study based on a novel framework for teachers’ professional development. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.966575
Demissie, E. B., Labiso, T. O., & Thuo, M. W. (2022). Teachers’ digital competencies and technology integration in education: Insights from secondary schools in Wolaita Zone, Ethiopia. Social Sciences and Humanities Open, 6(1). https://doi.org/10.1016/j.ssaho.2022.100355
Dinçer, S. (2024). Bridging the gap in technology integration in education: An examination of science teachers’ competencies and needs. Journal of Turkish Science Education, 21(4), 620–634. https://doi.org/10.36681/TUSED.2024.033
Falloon, G. (2020). From digital literacy to digital competence: The teacher digital competency (TDC) framework. Educational Technology Research and Development, 68(5), 2449–2472. https://doi.org/10.1007/s11423-020-09767-4
Fernández, A., Gómez, B., Binjaku, K., & Meçe, E. K. (2023). Digital transformation initiatives in higher education institutions: A multivocal literature review. Education and Information Technologies, 28(10), 12351–12382. https://doi.org/10.1007/s10639-022-11544-0
Gilster, P. (1997). Digital Literacy. Wiley.
Hafis & Kasmirah. (2024). Implementasi Media Pembelajaran Berbasis Microsite Menggunakan Platform Linktree Pada Materi Limit Fungsi. Journal Of Mathematics Learning Innovation (Jmli), 3, 120–132. https://doi.org/10.35905/jmlipare.v3i2.10703
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
Hallinger, P., & Heck, R. H. (2010). Collaborative leadership and school improvement: Understanding the impact on school capacity and student learning. School Leadership and Management, 30(2), 95–110. https://doi.org/10.1080/13632431003663214
Hallinger, P., & Kovačević, J. (2022). Mapping the intellectual lineage of educational management, administration and leadership, 1972–2020. Educational Management Administration & Leadership, 50(2), 192–216. https://doi.org/10.1177/17411432211006093
Howard, J. L., Bureau, J., Guay, F., Chong, J. X. Y., & Ryan, R. M. (2021). Student Motivation and Associated Outcomes: A Meta-Analysis From Self-Determination Theory. Perspectives on Psychological Science, 16(6), 1300–1323. https://doi.org/10.1177/1745691620966789
Ibrahim, D., Lamangantjo, C. J., Ibrahim, M., Latjompoh, M., Baderan, D. W. K., & Mardin, H. (2025). Pengembangan Media Pembelajaran Berbasis Microsite Materi Perubahan Dan Pelestarian Lingkungan Hidup (Penelitian Di SMA Negeri 1 Paguyaman). BIODIK, 11(1), 127–136. https://doi.org/10.22437/biodik.v11i1.41071
Instefjord, E. J., & Munthe, E. (2017). Educating digitally competent teachers: A study of integration of professional digital competence in teacher education. Teaching and Teacher Education, 67, 37–45. https://doi.org/10.1016/j.tate.2017.05.016
Koehler, M., Mishra, P., Akcaoglu, M., & Rosenberg, J. (2013). The Technological Pedagogical Content Knowledge Framework for Teachers and Teacher Educators.
Koo, M., & Yang, S.-W. (2025). Questionnaire Use and Development in Health Research. Encyclopedia, 5(2). https://doi.org/10.3390/encyclopedia5020065
McCarthy, A. M., Maor, D., McConney, A., & Cavanaugh, C. (2023). Digital transformation in education: Critical components for leaders of system change. Social Sciences and Humanities Open, 8(1). https://doi.org/10.1016/j.ssaho.2023.100479
Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017–1054. https://doi.org/10.1111/j.1467-9620.2006.00684.x
Mishra, P., Warr, M., & Islam, R. (2023). TPACK in the age of ChatGPT and Generative AI. Journal of Digital Learning in Teacher Education, 39(4), 235–251. https://doi.org/10.1080/21532974.2023.2247480
Nurhayati, S., Taufikin, T., Judijanto, L., & Musa, S. (2025). Towards Effective Artificial Intelligence-Driven Learning in Indonesian Child Education: Understanding Parental Readiness, Challenges, and Policy Implications. Educational Process: International Journal. https://doi.org/10.22521/edupij.2025.15.155
OECD. (2021). Education at a Glance 2021: OECD Indicators. Education at a Glance, 2021. https://doi.org/10.1787/b35a14e5-en
Quliyeva, Ü. (2023). Integration of technology in the educational process and requirements for it. Scientific Work, 17(10), 65–69. https://doi.org/10.36719/2663-4619/95/65-69
Scherer, R., Siddiq, F., Howard, S. K., & Tondeur, J. (2023). The more experienced, the better prepared? New evidence on the relation between teachers’ experience and their readiness for online teaching and learning. Computers in Human Behavior, 139, 107530. https://doi.org/10.1016/j.chb.2022.107530
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), 1–21. https://doi.org/10.1080/2331186X.2018.1519143
Taufikin, M. S. I., Supa’At, Azifah, N., Nikmah, F., Kuanr, J., & Parminder. (2024). The Impact of AI on Teacher Roles and Pedagogy in the 21st Century Classroom. International Conference on Knowledge Engineering and Communication Systems (ICKECS), 1, 1–5. https://doi.org/10.1109/ICKECS61492.2024.10617236
Taufikin, T., Badawi, H., Adeoye, M. A., & Masuwd, M. A. (2025). Fostering Character and Digital Literacy via Student-Led Video Production in Child Islamic Boarding Schools. SYAMIL: Journal of Islamic Education, 13(2), 233–257.
Taufikin, T., Nurhayati, S., Badawi, H., Falah, A., & Sholihuddin, M. (2025). Integrating Creative Digital Content in Pesantren: Improving Santri’s Digital Literacy And Islamic Learning. Edukasia Islamika, 10(1), 35–54. https://doi.org/10.28918/jei.v10i1.10326
Teo, T., Unwin, S., Scherer, R., & Gardiner, V. (2021). Initial teacher training for twenty-first century skills in the Fourth Industrial Revolution (IR 4.0): A scoping review. Computers & Education, 170, 104223. https://doi.org/10.1016/j.compedu.2021.104223
UNESCO. (2023). Guidance for generative AI in education and research. United Nations Educational, Scientific and Cultural Organization.
Voogt, J., & Roblin, N. P. (2012). A comparative analysis of international frameworks for 21st century competences: Implications for national curriculum policies. Journal of Curriculum Studies, 44(3), 299–321. https://doi.org/10.1080/00220272.2012.668938
Yadav, S. (2024). Enhancing Digital Competencies of Teachers: A Roadmap for Modern Educators in the Digital Era. In M. D. Lytras, P. O. de Pablos, & T. Aldosemani (Eds.), Fostering Teacher Skills and Critical Thinking in Modern Education (pp. 109–134). IGI Global. https://doi.org/10.4018/979-8-3373-1692-5.ch005
Yamada, A. (2023). Cultivating Future Competencies Through Interdisciplinary Education in the Society 5.0 Era. In International and Development Education (pp. 37–52). Palgrave Macmillan. https://doi.org/10.1007/978-3-031-15527-7_4
Zhao, L., Gašević, D., Swiecki, Z., Li, Y., Lin, J., Sha, L., Yan, L., Alfredo, R., Li, X., & Martinez-Maldonado, R. (2024). Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics. British Journal of Educational Technology, 55(4), 1673–1702. https://doi.org/10.1111/bjet.13476.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Menik Miliyana, Fina Fakhriyah, Ahmad Hariyadi, Mohd Syakir Mohd Rusydi

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish in this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) License that allows others to share the work with an acknowledgement of the work’s authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal’s published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).