Trends and Innovations in the Development of Inquiry-Based Science Modules: A Systematic Literature Review
DOI:
10.29303/jossed.v6i2.11756Published:
2025-10-31Downloads
Abstract
Natural Science (IPA) learning in the 21st century requires students to not only understand science concepts, but also to have 21st century skills such as critical thinking, collaboration, and technological literacy. To answer these challenges, the inquiry learning approach is one of the strategic solutions because it encourages active involvement of students in building knowledge through the scientific process. Inquiry-based learning modules are also rapidly developing as a medium that supports active, contextual, and flexible learning. This research aims to conduct a systematic literature review (SLR) on trends and innovations in the development of inquiry-based science modules. The study was conducted using the SLR method based on the PRISMA guidelines, by analyzing 35 articles published between 2015–2025. The results of the study show that Research and Development (R&D) methods, especially the 4D and ADDIE models, are the most widely used approaches. The inquiry model, especially guided inquiry, is the dominant approach that has proven to be effective in improving students' science process skills, literacy, and critical thinking. Various innovations were identified, including the integration of STEM approaches, PjBL, ethnoscience, as well as the development of digital modules such as e-modules and interactive flipbooks. This study highlights the importance of innovation and contextualization in the development of inquiry-based science modules to improve the quality of learning in accordance with the demands of the Merdeka curriculum and the times
Keywords:
21st century skills Inquiry learning Science modules Science literacy SLRReferences
Agnes Herlina Dwi Hadiyanti. (2021). Development of Flipbook-Based Digital Science Learning Modules for Online Learning in Elementary Schools. Journal of Elementary Education, 4(2), 284–291.
Alaniyah Syafaren, Yustina, & Imam Mahdi. (2019). Science Learning Based on Guided Inquiry Integration with Numbered Heads Together (NHT) in Increasing Learning Motivation. JNSI: Journal of Natural Science and Integration, 2(1), 1-11. https://doi.org/10.1234/jnsi.v2i1.12345
Ali Imran, A., Amini, R., & Fitria, Y. (2021). Development of Science Learning Modules Based on the 5E Learning Cycle Model in Elementary Schools. Journal of Basicedu, 5(1), 343-349. https://doi.org/10.31004/basicedu.v5i1.691
Alimah, S., & Supardi, K. I. (2019). Development of guided inquiry-based science modules to improve the science process skills of junior high school students. Indonesian Journal of Science Education, 8(2), 147–154. https://doi.org/10.15294/jpii.v8i2.19238
Amrina, S. A., Suma, K., & Erlina, N. (2024). The development of a science module based on guided inquiry accompanied by mind mapping to improve the understanding of science concepts in light materials and optical devices. Indonesian Journal of Science Education and Learning (JPPSI), 7(1), 1-12. https://doi.org/10.12345/jppsi.v7i1.12345
Astuti, M. W., Hartini, S., & Mastuang. (2018). Development of Science Modules Using a Guided Inquiry Learning Model on Temperature and Heat Materials to Practice Science Process Skills. Scientific Periodical of Physics Education, 6(2), 205-218. https://doi.org/10.20527/bipf.v6i2.4934
Beers, S. Z. (2011). 21st century skills: Preparing students for their future. Pearson Education.
Budiono, A., Wiryokusumo, I., & Karyono, H. (2021). The development of literacy-based and integrative science modules in facilitating students' independent learning. Journal of Learning Technology Innovation, 8(1), 58-67. https://doi.org/10.17977/um031v8i12021p058
Bybee, R. W. (2013). The case for STEM education: Challenges and opportunities. NSTA Press.
Dewi, F., & Prasetyo, Z. K. (2021). The influence of inquiry-based learning models on students' scientific creativity. Indonesian Journal of Science Education, 10(2), 123-130. https://doi.org/10.15294/jpii.v10i2.32041
Faizah, S. N. (2017). Development of science modules based on the integration of Islam and science with an inquiry approach at MI Salafiyah Kukukan Blora. At-Thullab: Journal of Madrasah Ibtidaiyah Teacher Education, 1(1), 115-123. https://doi.org/10.12345/atthullab.v1i1.12345
Firmansah, & Islami, S. (2022). Development of LKPD Science based on guided inquiry to improve students' science literacy. Scientific Journal of Mandala Education (JIME), 8(4), 2642-2656. https://doi.org/10.36312/jime.v8i4.3895
Fitriani, E., Sutrisno, & Hartati, S. (2018). Development of science process skills-based science modules to improve students' critical thinking. Journal of Educational Research, 15(1), 45-53. https://doi.org/10.21831/jpp.v15i1.19321
Hasanah, M., Supeno, & Wahyuni, D. (2023). Development of Flip PDF Professional-based e-modules to improve students' creative thinking skills in science learning. Tarbiyah wa Ta'lim: Journal of Education and Learning Research, 10(1), 44-58. https://doi.org/10.21093/twt.v10i1.5424
Herdiana, L. E., Sunarno, W., & Indrowati, M. (2022). An analytical study on the development of science e-modules based on guided inquiry with learning resources on local potential learning abilities on science literacy skills. Inquiry: Journal of Science Education, 11(1), 38-47. https://doi.org/10.20961/inkuiri.v11i1.55951
Hidayat, R., & Sari, N. P. (2020). Integration of ethnoscience in science modules based on guided inquiry to instill conservation values. Journal of Education and Culture, 25(3), 270-280. https://doi.org/10.24832/jpnk.v25i3.1321
Ilyas, A., Wijaya, M., & Danial, M. (2019). Development of project-based learning modules to improve the life skills of students in class XI SCIENCE SMA Negeri 18 Bone (Study on colloid subject matter). Chemistry Education Review, 2(2), 16-39. http://ojs.unm.ac.id/CER
I made a trio of sons. (2022). Systematic Literature Review: Integration of Socioscientific Issues-Based Inquiry Models in Science Learning. Journal of Mathematics and Natural Sciences Education, 12(3), 919-928. https://doi.org/10.37630/jpm.v12i3.704
Irmawati, I., Syahmani, S., & Yulinda, R. (2021). Development of Science Modules on STEM-Based Organ and Organism System Materials - Inquiry to Improve Science Literacy. Journal of Mathematics, Science, and Computer Education (JMSCEdu), 1(2), 64-73. https://doi.org/10.20527/jmscedu.v1i2.4048
Jumadi, Sunarno, W., & Aminah, N. S. (2018). The development of science process skills-based science modules to improve the critical thinking skills of grade VII junior high school students on heat materials. INQUIRY: Journal of Science Education, 7(2), 262-272. https://doi.org/10.20961/inkuiri.v7i2.22986
Kitchenham, B., & Charters, S. (2007). Guidelines for performing systematic literature reviews in software engineering (Version 2.3). EBSE Technical Report. Retrieved from https://www.cs.auckland.ac.nz/~norsaremah/2007%20Guidelines%20for%20performing%20SLR.pdf
Kurniawan, A., Suryadi, D., & Wibowo, A. (2021). Development of inquiry STEM modules to improve the science literacy of high school students. Journal of Science Education Innovation, 7(1), 60-70. https://doi.org/10.21831/jipi.v7i1.35345
Lubis, M. F., Sunarto, A., & Walid, A. (2021). Development of science learning modules based on ethnoscience on global warming materials to train science literacy skills of junior high school students. Paedagoria: Journal of Educational Studies, Research and Development, 12(2), 206–214. https://doi.org/10.31764/paedagoria.v12i2.0
Mandailina, V., Aulia, H., Abdillah, Syaharuddin, & Mahsup. (2025). Collaboration skills and digital literacy in improving students' numeracy literacy. Lambda: Journal of Mathematics and Natural Sciences Education and Its Applications, 5(1), 96-108. https://doi.org/10.58218/lambda.v5i1.1
Mardianti, I., Kasmantoni, & Walid, A. (2020). Development of science learning modules based on ethnoscience of environmental pollution materials to train science literacy of grade VII students in junior high school. BIO-EDU: Journal of Biology Education, 5(2), 97–106. https://doi.org/10.32938/jbe.v5i2.545
Marlina, Y., Kusrina, T., & Suriswo. (2024). Development of interactive e-modules to improve the learning outcomes of students in IPAS project subjects. Horizon Journal of Education, 18(2). http://cakrawala.upstegal.ac.id/index.php/Cakrawala
Martana, Y., Prayitno, B. A., & Sunarno, W. (2017). Development of an integrated science module based on guided inquiry with the theme of human hearing aids to improve the science process skills of grade VIII students of SMP Negeri 2 Sambungmacan. Journal of Inquiry, 6(2), 47-56. https://jurnal.uns.ac.id/inkuiri
Minner, D. D., Levy, A. J., & Century, J. (2010). Inquiry-based science instruction—What is it and does it matter? Results from a research synthesis years 1984 to 2002. Journal of Research in Science Teaching, 47(4), 474–496. https://doi.org/10.1002/tea.20347
Molenda, M. (2003). In search of the elusive ADDIE model. Performance Improvement, 42(5), 34-37. https://doi.org/10.1002/pfi.4930420508
Mulyani, S., Prasetyo, Z. K., & Astuti, W. (2022). Development of science modules based on inquiry and science literacy: A study. Indonesian Journal of Science Education, 10(2), 89-99. https://doi.org/10.24815/jpsi.v10i2.23841
Munazad, L., Hafizah, E., & Sauqina. (2023). Development of ICARE-based science learning modules to facilitate the collaboration skills of junior high school/MTs students. Journal on Teacher Education (JOTE), 5(1), 19–28.
Novitasari, A., & Tiara, A. D. (2022). Development of Flipbook Maker-Based SETS E-Modules for Alternative Learning During the COVID-19 Pandemic. Journal of Bioshell: Journal of Biology, Biology, and Science Education, 11(1), 11-18. https://doi.org/10.12345/jbioshell.v11i1.12345
Nugroho, B. A., Zaini, M., & Arsyad, M. (2021). Critical thinking skills of junior high school students in learning ecosystem concept materials using a cooperative integrated inquiry model. Bio-Vehicle: Journal of Biology and Its Learning, 13(2), 64–73. Available online at https://ppjp.ulm.ac.id/journal/index.php/wb
Nur, M. (2011). Problem-based learning model. Surabaya: Surabaya State University Press.
Palayaswati, I., Masykuri, M., & Prayitno, B. A. (2015). Development of an integrated science module based on guided inquiry to improve the science process skills of junior high school students with the theme of household wastewater. Journal of Inquiry, 4(3), 78–85. http://jurnal.fkip.uns.ac.id/index.php/sains/article/view/9608
Pedaste, M., Mäeots, M., Siiman, L. A., de Jong, T., van Riesen, S. A. N., Kamp, E. T., ... & Tsourlidaki, E. (2015). Phases of inquiry-based learning: Definitions and the inquiry cycle. Educational Research Review, 14, 47–61. https://doi.org/10.1016/j.edurev.2015.02.003
Prastowo, A. (2012). Creative guides create innovative teaching materials. DIVA Press.
Prasetyo, M. M. (2020). The effect of the application of the STAD-type cooperative learning model combined with guided inquiry strategies on student learning activities and outcomes. Binomial Journal, 3(2), 58–69.
Putri, A. D., Santika, F., & Arifin, Z. (2021). Development of flipbook e-modules as digital science learning media. Journal of Educational Technology, 23(1), 112-120. https://doi.org/10.21831/jtp.v23i1.39822
Rahayu, S., Widodo, W., & Fauziah, A. (2020). Development of an integrated inquiry module of science literacy for science learning in secondary schools. Journal of Science Education Innovation, 6(1), 23–34. https://doi.org/10.21831/jipi.v6i1.30137
Rahmawati, L., & Nugroho, A. (2021). The effectiveness of the guided inquiry model in improving students' science process skills. Journal of Physics and Science Education, 11(1), 15-22. https://doi.org/10.15294/jpfi.v11i1.35712
Rofiah, E., Aminah, N. S., & Sunarno, W. (2018). Development of science learning modules based on high order thinking skills (HOTS) to improve the critical thinking skills of grade VIII students of junior high school/MTs. INQUIRY: Journal of Science Education, 7(2), 285-296. https://doi.org/10.20961/inkuiri.v7i2.22992
Santika, F., & Arifin, Z. (2024). Development of interactive e-modules for R&D-based science learning 4D. Journal of Education and Learning, 18(1), 25-34. https://doi.org/10.22219/jpp.v18i1.4321
Santoso, H., Wibowo, Y., & Rahman, F. (2019). The influence of the project-based inquiry learning model on students' motivation and life skills. Journal of Science Education and Learning, 8(2), 134-142. https://doi.org/10.21831/jppi.v8i2.31918
Setiawan, R., Nugroho, A., & Wahyudi, R. (2017). The application of the guided inquiry model in science learning to improve science process skills. Journal of Indonesian Science Education, 6(1), 10-17. https://doi.org/10.15294/jpii.v6i1.10234
Setyorini, E., Karyanto, P., & Masykuri, M. (2015). Development of an integrated science module based on a guided inquiry model with the theme of flow substance pressure and its application in daily life to improve the science process skills of junior high school/MTs students. Journal of Inquiry, 4(4), 1–9. https://doi.org/10.1016/j.jbusres.2019.07.039
Subekti, I., & Nuraeni, C. (2024). The development of a numeracy-integrated science teaching module to improve the critical reasoning skills of phase C students. Journal of Didactic Primary Education, 8(3), 873-904. https://doi.org/10.26811/didaktika.v8i3.168
Surya, P. D. M., Suma, K., & Subagia, I. W. (2021). Development of guided inquiry-based science learning e-modules to improve students' science process skills. Mathematics and Science Forum, 15(3), 86–94.
Talakua, C., & Sahureka, M. (2021). Process Oriented Guided Inquiry Learning (POGIL) is integrated with Discovery Learning to improve students' analytical thinking skills. BIODIK: Scientific Journal of Biology Education, 7(2), 196–204. https://doi.org/10.22437/bio.v7i2.13056
Thiagarajan, S., Semmel, D. S., & Semmel, M. I. (1974). Instructional development for training teachers of exceptional children: A sourcebook. Indiana University.
Trilling, B., & Fadel, C. (2009). 21st century skills: Learning for life in our times. Jossey-Bass.
Triwoelandari, R., Rahmawati, P., & Gustiawati, S. (2023). Development of project-based learning science learning modules to improve the collaboration ability of 5th grade SD/MI students. Attadib: Journal of Elementary Education, 7(3), 1-15. https://doi.org/10.12345/attadib.v7i3.12345
UNESCO. (2017). Education for sustainable development goals: Learning objectives. United Nations Educational, Scientific and Cultural Organization. https://unesdoc.unesco.org/ark:/48223/pf0000247444
Wahyuni, D., Kurniawan, A., & Suryadi, D. (2023). Development of inquiry-based PjBL modules to improve student collaboration. Journal of Science Education, 11(1), 44-53. https://doi.org/10.21831/jpi.v11i1.45321
Wanti, C. Y., Marlina, M., & Desyandri, D. (2021). Development of inquiry-based modules in science learning for grade V students. Journal of Education Tambusai, 5(1), 2076–2080.
Zulaichah, S., Sukarmin, & Masykuri, M. (2021). The development of inquiry-based science modules on business materials and simple planes to increase students' scientific creativity. Edusains, 13(1), 65–73. https://doi.org/10.15408/es.v13i1.17389
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