Science E-Modules in the Digital Era: A Bibliometric Analysis of Research Trends and Thematic Development
DOI:
https://doi.org/10.33394/jp.v13i2.19526Keywords:
E-Module, Learning Media., Science Education, VOSviewerAbstract
This study aims to analyze the trends and characteristics of research related to e-module learning media in science education through a bibliometric analysis approach. The research employs a descriptive quantitative method with a bibliometric design. Data were obtained from scientific articles indexed in several academic databases, including Scopus, Web of Science, DOAJ, and Google Scholar, through a systematic search using keywords related to e-modules and science learning. Articles meeting the inclusion and exclusion criteria were analyzed using Bibliometrix software (R-Studio) and VOSviewer. Data analysis includes publication productivity, annual trends, top citation analysis, author collaboration, dominant keywords, and research theme mapping. The results show that publications related to science e-modules have significantly increased in the last five years, with the peak of publications occurring in 2024. The most cited articles are dominated by SINTA-accredited national journals and generally examine the development of e-modules based on the ADDIE model with contextual, scientific, connected, and guided discovery approaches. Dominant keywords such as e-module, science learning, digital learning, and STEM indicate a shift in research focus toward technology integration and the strengthening of 21st-century skills. Thematically, science e-modules are widely developed to improve media validity, learning independence, science literacy, critical thinking, and student learning outcomes. These findings provide a comprehensive overview of the developmental direction of science e-module research and serve as a basis for developing more effective and contextual learning media research and innovation in the future.
References
Aditiyas, S. E., Rosana, D., Pratiwi, I., Nisa, K., Hanindya, Y., Putri, S. A., & Chen, D. (2025). Development of Google Sites Based E-books on Sound Wave Material with STEM-PBL Model to Improve Mathematical Literacy and Critical Thinking Skills. JIPF (Jurnal Ilmu Pendidikan Fisika), 10(1), 104–124.
Asri, A. S. T., & Dwiningsih, K. (2022). Validitas E-Modul Interaktif sebagai Media Pembelajaran untuk Melatih Kecerdasan Visual Spasial pada Materi Ikatan Kovalen. PENDIPA Journal of Science Education, 6(2), 465–473. https://doi.org/10.33369/pendipa.6.2.465-473
Aulira, I., & Sari, M. P. (2024). DEVELOPMENT OF SHARED-TYPE INTEGRATED SCIENCE E-MODULE BASED ON PROBLEM-BASED LEARNING ON THE TOPIC OF ENVIRONMENTAL …. Universe. http://universe.ppj.unp.ac.id/index.php/universe/article/view/572
Habibaturrohmah, Z., Parno, P., & Fitriyah, I. J. (2022). Pengembangan Buku Ajar IPA Berbasis PBL-STEM dengan Asesmen Formatif untuk Meningkatkan Kemampuan Pemecahan Masalah Siswa Kelas VII SMP pada Tema Pencemaran Lingkungan. Briliant: Jurnal Riset Dan Konseptual, 7(4), 826. https://doi.org/10.28926/briliant.v7i4.1054
Handayani, D., Elvinawati, E., Isnaeni, I., & Alperi, M. (2021). Development Of Guided Discovery Based Electronic Module For Chemical Lessons In Redox Reaction Materials. International Journal of Interactive Mobile Technologies (IJIM), 15(07), 94. https://doi.org/10.3991/ijim.v15i07.21559
Jafnihirda, L., Rizal, F., & Eka Pratiwi, K. (2023). Efektivitas Perancangan Media Pembelajaran Interaktif E-Modul. INNOVATIVE: Journal Of Social Science Research, 3, 227–239.
Juca-Aulestia, M., Zúñiga-Tinizaray, F., & ... (2021). Instrumentation, Implementation and Tools in STEM-STEAM Education: A Systematic Literature Review. World Conference on …. https://doi.org/10.1007/978-3-030-72660-7_18
Linda*, R., Zulfarina, Z., Mas’ud, M., & Putra, T. P. (2021). Peningkatan Kemandirian dan Hasil Belajar Peserta Didik Melalui Implementasi E-Modul Interaktif IPA Terpadu Tipe Connected Pada Materi Energi SMP/MTs. Jurnal Pendidikan Sains Indonesia, 9(2), 191–200. https://doi.org/10.24815/jpsi.v9i2.19012
Mang, H. M. A., Chu, H.-E., Martin, S. N., & Kim, C.-J. (2021). An SSI-Based STEAM Approach to Developing Science Programs. Asia-Pacific Science Education, 7(2), 549–585. https://doi.org/10.1163/23641177-bja10036
Manzil, E. F., Sukamti, & Thohir, M. A. (2022). Pengembangan E-Modul Interaktif Heyzine Flipbook Berbasis Scientific Materi Siklus Air bagi Siswa Kelas V Sekolah Dasar.
Martha, Z. D., Adi, E. P., & Soepriyanto, Y. (2018). E-book berbasis Mobile learning. Jurnal Kajian Teknologi Pendidikan, 1(2), 109–114.
Miles, M. . , & H. A. . (2014). Qualitative data analysis: An expanded sourcebook. Thousand Oaks.
Mulyadi, G. A., Firman, F., & Rusdinal, R. (2021). Pembelajaran Ilmu Pengetahuan Sosial sebagai Sarana Pembentukan Karakter Siswa Menghadapi Revolusi Industry 4.0. Syntax Idea, 3(3), 520–532. https://doi.org/10.46799/syntax-idea.v3i3.1081
Nurramadhani, A., Lathifah, S. S., & Permana, I. (2020). Students’ generated questions quality by developing STEM-based e-module in science learning. Scientiae Educatia: Jurnal Pendidikan ….
Penprase, B. E. (2020). STEM Education for the 21st Century. Springer. https://doi.org/10.1007/978-3-030-41633-1
Supartini, M., Ilmu, P., Sosial, P., & Sarjana, P. (2016). PENGARUH PENGGUNAAN MEDIA PEMBELAJARAN DAN KREATIVITAS GURU TERHADAP PRESTASI BELAJAR SISWA KELAS TINGGI DI SDN MANGUNHARJO 3 KECAMATAN MAYANGAN KOTA PROBOLINGGO. In Jurnal Penelitian dan Pendidikan IPS (JPPI) (Vol. 10, Number 2). http://ejournal.unikama.ac.id/index.php/JPPI
Widiastuti, N. L. G. K. (2021). E-Modul dengan Pendekatan Kontekstual pada Mata Pelajaran IPA. Jurnal Imiah Pendidikan Dan Pembelajaran, 5(3), 435. https://doi.org/10.23887/jipp.v5i3.37974
Wulandari, A. P., Salsabila, A. A., Cahyani, K., Nurazizah, T. S., & Ulfiah, Z. (2023). Pentingnya Media Pembelajaran dalam Proses Belajar Mengajar. Journal on Education, 05(02), 3928–3936.
Yunita, S. (2024). PENGEMBANGAN E-MODUL INTERAKTIF DENGAN PENDEKATAN STEM MENGGUNAKAN APLIKASI CANVA UNTUK MENINGKATKAN KEMAMPUAN BERPIKIR …. repository.radenintan.ac.id. http://repository.radenintan.ac.id/32260/
Zainuri, B. N. S., Gunawan, G., & ... (2024). Local Wisdom Integration in Problem-Based Learning E-Modules: Impact on Science Literacy and Science Process Skills. … Journal of STEM …. https://journal.publication-center.com/index.php/ijse/article/view/1627
Published
How to Cite
Issue
Section
Citation Check
License
Copyright (c) 2026 The Author(s)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
License and Publishing Agreement
In submitting the manuscript to the journal, the authors certify that:
- They are authorized by their co-authors to enter into these arrangements.
- The work described has not been formally published before, except in the form of an abstract or as part of a published lecture, review, thesis, or overlay journal.
- That it is not under consideration for publication elsewhere,
- That its publication has been approved by all the author(s) and by the responsible authorities tacitly or explicitly of the institutes where the work has been carried out.
- They secure the right to reproduce any material that has already been published or copyrighted elsewhere.
- They agree to the following license and publishing agreement.
Copyright
Authors who publish with Jurnal Paedagogy agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (CC BY-SA 4.0) that allows others to share the work with an acknowledgment 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 acknowledgment 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.
Licensing for Data Publication
-
Open Data Commons Attribution License, http://www.opendatacommons.org/licenses/by/1.0/ (default)








