STEM-Based E-Module Integrated with Virtual Scanning Electron Microscope (SEM): An Innovative Learning Material for Science Learning in Secondary School

Authors

  • Intan Lestari Mulyaning Tyas Universitas Negeri Padang, Indonesia
  • Ika Dewi Sumiati Universitas Jember, Indonesia

DOI:

https://doi.org/10.33394/jk.v11i3.17292

Keywords:

E-Module , Learning Material Innovation, Science Learning, STEM, Virtual SEM

Abstract

This study aims to develop a STEM-based e-module integrated with a Virtual Scanning Electron Microscope (SEM) as an innovative solution in science learning. This study used the research and development method with the ADDIE model, which consists of five main stages: analysis, design, development, implementation, and evaluation. The study involved seventh-grade students in secondary school as the research subjects. The developed e-module was evaluated for validity in content, language, and presentation, and tested for practicality through readability responses and effectiveness using a quasi-experimental design. The results indicated that the developed e-module had high validity, practicality, and effectiveness. Expert validation rated the e-module as feasible, with the material component scoring 82.67, the language aspect rated at 88, and the presentation dimension reaching 87.3. The readability test demonstrated its practicality, showing that the e-module is user-friendly, engaging, and interactive, with the majority rating it as "very practical". Furthermore, its implementation in learning was proven to enhance students' achievement, as reflected by N-Gain scores ranging from medium to high, along with a large effect size, with an average value of 0.75 in the "high" category. Therefore, this developed e-module can be considered a relevant instructional innovation to support 21st-century science learning.

References

Abdelmoneim, R., Hassounah, E., & Radwan, E. (2022). Effectiveness of virtual laboratories on developing expert thinking and decision-making skills among female school students in Palestine. Eurasia Journal of Mathematics, Science and Technology Education, 18(12), em2199. https://doi.org/10.29333/ejmste/12708

Ambusaidi, A., Al Musawi, A., Al Balushi, S., & Al Balushi, K. (2017). Journal of Turkish Science Education/2014, 11(1),3-23. 15(2), 13–29.

Andani, S. R., Sari, S. Y., Akmam, A., & Sundari, P. D. (2023). The Urgency of Interactive Learning Media in Improving Students’ Physics Learning Outcomes. Jurnal Ilmiah Profesi Pendidikan, 8(4), 2415–2419. https://doi.org/10.29303/jipp.v8i4.1814

Asare, S., Amoako, S. K., Biilah, D. K., & Apraku, T. B. (2023). THE USE OF VIRTUAL LABS IN SCIENCE EDUCATION: A COMPARATIVE STUDY OF TRADITIONAL LABS AND VIRTUAL ENVIRONMENTS.

Asrizal. (2025). STEM Integrated e-Teaching Material to Promote Students’ Conceptual Understanding and New Literacy Skills. International Journal of Information and Education Technology, 15(4), 803–811. https://doi.org/10.18178/ijiet.2025.15.4.2286

Astawan, I. G., Suarjana, I. M., Werang, B. R., Asaloei, S. I., Sianturi, M., & Elele, E. C. (2023). STEM-Based Scientific Learning and Its Impact on Students’ Critical and Creative Thinking Skills: An Empirical Study. Jurnal Pendidikan IPA Indonesia, 12(3), 482–492. https://doi.org/10.15294/jpii.v12i3.46882

Balalle, H. (2024). Exploring student engagement in technology-based education in relation to gamification, online/distance learning, and other factors: A systematic literature review. Social Sciences & Humanities Open, 9, 100870. https://doi.org/10.1016/j.ssaho.2024.100870

Chukwuemeka, E. J., & Garba, M. (2024). Technology as a catalyst for learning and unlearning: A tool for navigating education in a dynamic society. European Journal of Interactive Multimedia and Education, 5(2), e02404. https://doi.org/10.30935/ejimed/15640

Dewi, M. R., & Arifin, Z. (2024). Analysis of 21st Century Skills in the Implementation of Project Based Learning in Biology Learning Merdeka Curriculum. Jurnal Penelitian Pendidikan IPA, 10(4), 2118–2128. https://doi.org/10.29303/jppipa.v10i4.5941

Direktorat Pembinaan Sekolah Menengah Atas. (2017). Panduan Penilaian oleh Pendidik dan Satuan Pendidikan Sekolah Menengah Atas. KEMENTERIAN PENDIDIKAN, KEBUDAYAAN.

Dodevska, M., Zdravevski, E., Chorbev, I., Kostoska, M., Branco, F., Coelho, P. J., Pires, I. M., & Lameski, P. (2025). Virtual reality as a learning tool: Evaluating the use and effectiveness of simulation laboratories in educational settings. Social Sciences & Humanities Open, 12, 101742. https://doi.org/10.1016/j.ssaho.2025.101742

Fajrina, S., Lufri, L., & Ahda, Y. (2020). Science, Technology, Engineering, and Mathematics (STEM) as A Learning Approach to Improve 21st Century Skills: A Review. International Journal of Online and Biomedical Engineering (iJOE), 16(07), 95–104. https://doi.org/10.3991/ijoe.v16i07.14101

Flowers, L. O. (2024). Virtual Laboratories in STEM. International Journal of Science and Research Archive, 12(2), 1573–1576. https://doi.org/10.30574/ijsra.2024.12.2.1271

Hamed, G., & Aljanazrah, A. (2020). The Effectiveness of Using Virtual Experiments on Students’ Learning in the General Physics Lab. Journal of Information Technology Education: Research, 19, 977–996. https://doi.org/10.28945/4668

Hanif, S., Wijaya, A. F. C., & Winarno, N. (2019). Enhancing Students’ Creativity through STEM Project-Based Learning. Journal of Science Learning, 2(2), 50. https://doi.org/10.17509/jsl.v2i2.13271

Haryanti, Y. D. H., I Gusti Agung Ayu Wulandari, Ni Ketut Desia Tristiantari, Ani Rosidah, Devi Afriyuni Yonanda, & Minnatul Maula. (2025). Enhancing Project-Based Learning through Digital E-Modules in Elementary Schools. Jurnal Ilmiah Sekolah Dasar, 9(2), 263–277. https://doi.org/10.23887/jisd.v9i2.93786

Hendri, M., Rasmi, D. P., & Ananda, W. (2021). Analysis of the Needs of Developing Teaching Materials in the Form of STEM-Based Web Modules Using Scaffolding. Jurnal Penelitian Pendidikan IPA, 7(SpecialIssue), 139–144. https://doi.org/10.29303/jppipa.v7iSpecialIssue.1019

Herlinawati, H., Marwa, M., Ismail, N., Junaidi, Liza, L. O., & Situmorang, D. D. B. (2024). The integration of 21st century skills in the curriculum of education. Heliyon, 10(15), e35148. https://doi.org/10.1016/j.heliyon.2024.e35148

Herráez, A. (2022). Virtual laboratories as a tool to support learning. Turkish Journal of Biochemistry, 47(2), 195–200. https://doi.org/10.1515/tjb-2019-0146

Irdawati, I., Chatri, M., Wulansari, Kurnia, Razak, A., & Fajrina, S. (2023). Development of STEM-Based Biology E-Module to Improve Student Learning Outcomes. Jurnal Penelitian Pendidikan IPA, 9(8), 6694–6700. https://doi.org/10.29303/jppipa.v9i8.4737

Kashaka, N. D. (2024). Virtual Laboratories in Science Education: Benefits and Challenges.

Khalid, I. L., Abdullah, M. N. S., & Mohd Fadzil, H. (2024). A Systematic Review: Digital Learning in STEM Education. Journal of Advanced Research in Applied Sciences and Engineering Technology, 51(1), 98–115. https://doi.org/10.37934/araset.51.1.98115

Kholistiyawatin, N., Maksum, H., Waskito, & Purwanto, W. (2023). Development of E-Module Based on Discovery Learning to Improve Students’ Learning Outcomes in PKKR Subject for Grade XI TKRO at State Vocational High School 1 Merbau. Jurnal Penelitian Pendidikan IPA, 9(12), 12032–12041. https://doi.org/10.29303/jppipa.v9i12.5690

Marzuki, O. F., Lih, E. T. Y., Zainol @ Abdullah, W. N. Z., Khairuddin, N., Inai, N. H., Md Saad, J. B., & Abdul Aziz, M. H. (2024). Innovating Education: A Comprehensive Review of STEM Education Approaches. International Journal of Academic Research in Progressive Education and Development, 13(1), Pages 614-631. https://doi.org/10.6007/IJARPED/v13-i1/20490

Mduwile, P., & Goswami, D. (2024). Enhancing Student Engagement: Effective Strategies for Active Learning in the classroom in Secondary schools. 2(5).

Minarti, I. B., Dzakiy, M. A., & Nilautama, D. (2023). The Effect of STEM (Science, Technology, Engineering, and Mathematics) Based Learning Approach on Critical Thinking Skills and Cognitive Learning Outcomes of Class X SMA Negeri 1. At-Tasyrih: Jurnal Pendidikan Dan Hukum Islam, 8(2), 126–136. https://doi.org/10.55849/attasyrih.v8i2.151

Nababan, N. (2020). PENGEMBANGAN MEDIA PEMBELAJARAN BERBASIS GEOGEBRA DENGAN MODEL PENGEMBANGAN ADDIE DI KELAS XI SMAN 3 MEDAN. 6(1).

Nilyani, K., Asrizal, A., & Usmeldi, U. (2023). Effect of STEM Integrated Science Learning on Scientific Literacy and Critical Thinking Skills of Students: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(6), 65–72. https://doi.org/10.29303/jppipa.v9i6.2614

Noris, M., Saputro, S., & Muzazzinah, M. (2022). The Virtual Laboratory Based on Problem Based Learning to Improve Students’ Critical Thinking Skills. European Journal of Mathematics and Science Education, volume–3–2022(volume–3–issue–1–june–2022), 35–47. https://doi.org/10.12973/ejmse.3.1.35

Nugraha, M. G., Kidman, G., & Tan, H. (2024). Interdisciplinary STEM education foundational concepts: Implementation for knowledge creation. Eurasia Journal of Mathematics, Science and Technology Education, 20(10), em2523. https://doi.org/10.29333/ejmste/15471

Postrado, F., & Aliazas, J. V. (2024). DESIGNING ENRICHMENT PROGRAM IN SCIENCE UTILIZING BLENDED LEARNING MODELS. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4888999

Pratiwi, I. A., Lutfiyah, T., & Fardani, M. A. (2025). Integrating The Local Wisdom of Bulusan Kudus Into A P5 E-Module: A Feasibility and Practicality Study for Elementary School Students. Jurnal Kependidikan: Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran Dan Pembelajaran, 11(2), 621. https://doi.org/10.33394/jk.v11i2.15256

Pratiwi, W. O., Pramudiyanti, P., & Perdana, R. (2024). STEM-Based Science E-Module: Is It Effective to Improve Students’ Creative Thinking Skills? Jurnal Ilmiah Pendidikan Fisika, 8(1), 79. https://doi.org/10.20527/jipf.v8i1.9042

Pusat Kurikulum dan Perbukuan. (2014). Instrumen dan Rubrik B1 Penilaian Buku Pengayaan Pengetahuan. Badan Penelitian dan Pengembangan Kementerian Pendidikan dan Kebudayaan.

Santos, L. F. (2017). The Role of Critical Thinking in Science Education.

Sapriati, A., Suhandoko, A. D. J., Yundayani, A., Karim, R. A., Kusmawan, U., Mohd Adnan, A. H., & Suhandoko, A. A. (2023). The Effect of Virtual Laboratories on Improving Students’ SRL: An Umbrella Systematic Review. Education Sciences, 13(3), 222. https://doi.org/10.3390/educsci13030222

Schmidt, D. A., Alboloushi, B., Thomas, A., & Magalhaes, R. (2025). Integrating artificial intelligence in higher education: Perceptions, challenges, and strategies for academic innovation. Computers and Education Open, 9, 100274. https://doi.org/10.1016/j.caeo.2025.100274

Senarpi, I. (2023). The Role of Classroom Discussions in Enhancing Critical Thinking Among the Students. 44(5).

Sirajudin, N., Suratno, J., & Pamuti. (2021). Developing creativity through STEM education. Journal of Physics: Conference Series, 1806(1), 012211. https://doi.org/10.1088/1742-6596/1806/1/012211

Sriadhi, S., Sitompul, H., Restu, R., Khaerudin, S., & Wan Yahaya, W. A. J. (2022). Virtual‐laboratory based learning to improve students’ basic engineering competencies based on their spatial abilities. Computer Applications in Engineering Education, 30(6), 1857–1871. https://doi.org/10.1002/cae.22560

Susetyo, B. B., Caesario, D., Hanoselina, Y., Edial, H., Tyas, I. L. M., Hidayatillah, A. S., Putra, A. K., & Sayma, S. A. (2025). Development of STEM-based virtual microscope module in fundamental geology course. Jurnal Pendidikan Geografi: Kajian, Teori, Dan Praktek Dalam Bidang Pendidikan Dan Ilmu Geografi, 30(2), 178–189. https://doi.org/10.17977/2527-628X.1200

Susilawati, S., Yaqin, M. Z. N., Chakim, A., Putri, C. A., & Pepridel, N. I. Y. (2024). Teacher Innovation in Elementary School Education: Improving the Quality of Learning in the Digital Era. Proceeding of International Conference on Islamic Education (ICIED), 9(1), 320. https://doi.org/10.18860/icied.v9i1.3160

Tan, L. S., Ponnusamy, L. D., Lee, S. S., Koh, E., Koh, L., Tan, J. Y., Tan, K. C. K., & Chia, T. T. S. A. (2020). Intricacies of designing and implementing enrichment programs for high-ability students. Gifted Education International, 36(2), 130–153. https://doi.org/10.1177/0261429420917469

Tarigan, W. P. L., Sipahutar, H., & Harahap, F. (2021). The Effect of Interactive Digital Learning Module on Student’s Learning Activity and Autonomy. Bioedukasi: Jurnal Pendidikan Biologi, 14(2), 196. https://doi.org/10.20961/bioedukasi-uns.v14i2.49366

Tartiyoso, S. (2025). Development of STEM-Based E-Module to Enhance Science Literacy and Science Process Skills in Chemistry Learning. Jurnal Penelitian Pendidikan IPA, 11(4), 1124–1132. https://doi.org/10.29303/jppipa.v11i4.10844

Thobroni, M., Zulaeha, I., Mardikantoro, H. B., & Yuniawan, T. (2022). Enrichement Books in Indonesia. 1018–1026.

Trisnaningsih, D. R., Parno, P., & Setiawan, A. M. (2021). The Development of Virtual Laboratory-based STEM Approach Equipped Feedback to Improve Critical Thinking Skills on Acid-Base Concept. 209.

Utomo, S. W. (2023). The Urgency of Collaboration and Innovation for Improving the Quality of Learning. In J. Handhika, M. Lukitasari, S. Ricahyono, & D. A. Nugraha (Eds.), Proceedings of the 3rd International Conference on Education and Technology (ICETECH 2022) (Vol. 745, pp. 25–31). Atlantis Press SARL. https://doi.org/10.2991/978-2-38476-056-5_5

Yani, N. L. S., Rusdarti, & Oktarina, N. (2024). STEM-Based E-Modules to Improve Students’ Critical Thinking in Economic Learning. Thinking Skills and Creativity Journal, 7(1), 115–121. https://doi.org/10.23887/tscj.v7i1.73518

Yaseen, H., Mohammad, A. S., Ashal, N., Abusaimeh, H., Ali, A., & Sharabati, A.-A. A. (2025). The Impact of Adaptive Learning Technologies, Personalized Feedback, and Interactive AI Tools on Student Engagement: The Moderating Role of Digital Literacy. Sustainability, 17(3), 1133. https://doi.org/10.3390/su17031133

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Published

2025-09-14

How to Cite

Tyas, I. L. M., & Sumiati, I. D. (2025). STEM-Based E-Module Integrated with Virtual Scanning Electron Microscope (SEM): An Innovative Learning Material for Science Learning in Secondary School . Jurnal Kependidikan, 11(3), 1095–1106. https://doi.org/10.33394/jk.v11i3.17292

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