DEVELOPMENT OF A CLIMATE CHANGE E-MODULE THROUGH ANALYSIS OF RAINFALL TRENDS AND PATTERNS TO ENHANCE THE 4C SKILLS OF PROSPECTIVE PHYSICS TEACHERS

Main Article Content

Herma Widya
Nurhamidah
Muhammad Jhoni

Abstract

Climate change education demands innovative strategies that equip future educators with both scientific understanding and 21st-century teaching skills. This study aims to develop and evaluate an inquiry-based e-module on climate change, centered around local rainfall trend data, to enhance the conceptual knowledge and 4C competencies—critical thinking, creativity, collaboration, and communication—of pre-service physics teachers in Indonesia. The research employed the ADDIE instructional design model and involved validation by experts and pilot implementation with 57 student teachers. The e-module was developed using multimedia tools and structured around guided inquiry stages. Validation results indicated high content and media quality, while effectiveness testing showed a significant increase in cognitive learning, with a mean N-Gain score of 0.71. Performance assessments also revealed very high achievements across all 4C dimensions. Participants demonstrated improved analytical reasoning, contextual problem-solving, and scientific communication skills.These findings suggest that integrating local climate data into inquiry-based digital learning modules fosters both cognitive and competency-based outcomes. The module aligns with curricular standards and responds to the growing need for climate-responsive teacher education. It provides a scalable model for future implementation in diverse educational settings and contributes to the advancement of environmental literacy and data-driven pedagogy in science education..

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“DEVELOPMENT OF A CLIMATE CHANGE E-MODULE THROUGH ANALYSIS OF RAINFALL TRENDS AND PATTERNS TO ENHANCE THE 4C SKILLS OF PROSPECTIVE PHYSICS TEACHERS”. Jurnal Ilmu Fisika dan Pembelajarannya (JIFP) 9, no. 2 (December 30, 2025): 122–134. Accessed January 23, 2026. https://jurnal.radenfatah.ac.id/index.php/jifp/article/view/31389.
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How to Cite

“DEVELOPMENT OF A CLIMATE CHANGE E-MODULE THROUGH ANALYSIS OF RAINFALL TRENDS AND PATTERNS TO ENHANCE THE 4C SKILLS OF PROSPECTIVE PHYSICS TEACHERS”. Jurnal Ilmu Fisika dan Pembelajarannya (JIFP) 9, no. 2 (December 30, 2025): 122–134. Accessed January 23, 2026. https://jurnal.radenfatah.ac.id/index.php/jifp/article/view/31389.

References

Alyusfitri, R., Gistituati, N., & Fauzan, A. (2024). The Effectiveness and Relationship of Student Responses toward Learning Outcomes Using Interactive Multimedia-Based E-Modules in Elementary Schools. International Electronic Journal of Elementary Education, 16(5), 573–584. Scopus. https://doi.org/10.26822/iejee.2024.354

Andrini, V. S., Maduretno, T. W., & Yusro, A. C. (2019). Development of physics learning e-module based on local culture wisdom in Pontianak,West Kalimantan. In Yusro A.C. & Rahim R. (Eds.), J. Phys. Conf. Ser. (Vol. 1381, Issue 1). Institute of Physics Publishing; Scopus. https://doi.org/10.1088/1742-6596/1381/1/012045

Arifin, M., Wunas, S., Mushar, P., Arifin, M. A., Pananrangi, A. I. A., Lakatupa, G., & Abdu, J. M. A. M. (2024). Typology and configuration of Lake Tempe floating house in South Sulawesi, Indonesia. Journal of Asian Architecture and Building Engineering, 23(5), 1489–1499. Scopus. https://doi.org/10.1080/13467581.2023.2270022

Budiarto, M. K., Gunarhadi, G., & Rahman, A. (2024). Technology in education through mobile learning application (MLA) and its impact on learning outcomes: Literature review. Journal of Education and Learning, 18(2), 413–420. Scopus. https://doi.org/10.11591/edulearn.v18i2.20976

Caretta, M. A., & Pepa, M. (2024). Decolonising pedagogy in practice: Cuerpo-territorio to consolidate students´ learning. Journal of Geography in Higher Education, 48(4), 718–726. Scopus. https://doi.org/10.1080/03098265.2023.2286696

Cheng, S.-H., & Chu, H.-C. (2016). An interactive 5E learning cycle-based augmented reality system to improve students’ learning achievement in a microcosmic chemistry molecule course. In Hiramatsu A., Matsuo T., Kanzaki A., & Komoda N. (Eds.), Proc. - IIAI Int. Congress Adv. Appl. Informatics, IIAI-AAI (pp. 357–360). Institute of Electrical and Electronics Engineers Inc.; Scopus. https://doi.org/10.1109/IIAI-AAI.2016.119

Columbano, M. Q. (2019). Development and validation of modules in basic mathematics to enhance students’ mathematics performance. International Journal of Innovative Technology and Exploring Engineering, 8(12), 4203–4207. Scopus. https://doi.org/10.35940/ijitee.L2684.1081219

Constantinou, A., von Soest, T., Zachrisson, H. D., Torvik, F. A., Cheesman, R., & Ystrom, E. (2024). Childhood personality and academic performance: A sibling fixed-effects study. Journal of Personality, 92(5), 1451–1463. Scopus. https://doi.org/10.1111/jopy.12900

Erenler, S., Cetin, P. S., & Eymur, G. (2025). Impact of Argument-Driven Inquiry Activities on Pre-service Science Teachers’ Views of the Nature of Scientific Inquiry in the Context of Climate Change Education. Science and Education, 34(4), 2251–2281. Scopus. https://doi.org/10.1007/s11191-024-00512-4

Handayani, P. N. (2024). Numeracy literacy skills of socio-cultural contexts on geometry in junior high schools. In Ishartono N. & Sidiq Y. (Eds.), AIP Conf. Proc. (Vol. 2926, Issue 1). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/5.0182847

Ignacio, J. T. S., Gotangco Gonzales, C. K., & Lee-Chua, Q. (2024). A systems thinking approach to e-learning on climate change: Capacity-building for junior high school teachers in the Philippines. International Journal of Disaster Resilience in the Built Environment, 15(3), 409–424. Scopus. https://doi.org/10.1108/IJDRBE-02-2023-0022

Islami, N., Arif, T. F., Nasir, M., Azhar, S. PdM. T., Fakhruddin, F., &

Irawan, D. (2021). Development of E-Module Assisted by Kvisoft Flipbook Maker on Work And Energy Materials for Senior High School Student Class X. Proc. URICET - Universitas Riau Int. Conf. Educ. Technol., 525–529. Scopus. https://doi.org/10.1109/URICET53378.2021.9865898

Kousloglou, M., Petridou, E., Molohidis, A., & Hatzikraniotis, E. (2023). Assessing Students’ Awareness of 4Cs Skills after Mobile-Technology-Supported Inquiry-Based Learning. Sustainability (Switzerland), 15(8). Scopus. https://doi.org/10.3390/su15086725

Leng, X., Wang, F., Mayer, R. E., & Zhao, T. (2024). How to train students to engage in text-picture integration for multimedia lessons. British Journal of Educational Technology, 55(3), 1167–1188. Scopus. https://doi.org/10.1111/bjet.13419

Lenzenweger, M. F. (2020). Conceptual foundations of experimental psychopathology: Historical context, scientific posture, and reflections on substantive and method matters. In The Camb. Handb. Of Res. Methods in Clin. Psychol. (pp. 93–104). Cambridge University Press; Scopus. https://doi.org/10.1017/9781316995808.012

Ma`arif, M. A., Rofiq, M. H., & Sirojuddin, A. (2022). IMPLEMENTING LEARNING STRATEGIES FOR MODERATE ISLAMIC RELIGIOUS EDUCATION IN ISLAMIC HIGHER EDUCATION. Jurnal Pendidikan Islam, 8(1), 75–86. Scopus. https://doi.org/10.15575/jpi.v8i1.19037

Macchi, L., Caravona, L., & Palazzi, E. (2025). Critical Thinking and Psychorhetoric for Promoting Environmental Awareness. In Baratgin J., Jacquet B., Brochier E., & Yama H. (Eds.), Lect. Notes Comput. Sci.: Vol. 15504 LNCS (pp. 323–344). Springer Science and Business Media Deutschland GmbH; Scopus. https://doi.org/10.1007/978-3-031-84595-6_20

Maor, R., Paz-Baruch, N., Grinshpan, N., Milman, A., Mevarech, Z., Levi, R., Shlomo, S., & Zion, M. (2023). Relationships between metacognition, creativity, and critical thinking in self-reported teaching performances in project-based learning settings. Thinking Skills and Creativity, 50. Scopus. https://doi.org/10.1016/j.tsc.2023.101425

Masie, S. R., Malabar, S., Mulyanto, A., & Lantowa, J. (2025). Development of E-Module for Learning Folklore Based on Local Wisdom. Journal of Ecohumanism, 4(1), 1565–1577. Scopus. https://doi.org/10.62754/joe.v4i1.5967

Mat, H., Nusantara, T., Atmoko, A., Hanafi, Y., & Mustakim, S. S. (2025a). Need analysis: Development of a teaching module for enhancing higher-order thinking skills of primary school students. International Journal of Evaluation and Research in Education, 14(3), 1643–1650. Scopus. https://doi.org/10.11591/ijere.v14i3.30335

Mat, H., Nusantara, T., Atmoko, A., Hanafi, Y., & Mustakim, S. S. (2025b). Need analysis: Development of a teaching module for enhancing higher-order thinking skills of primary school students. International Journal of Evaluation and Research in Education, 14(3), 1643–1650. Scopus. https://doi.org/10.11591/ijere.v14i3.30335

Meekaew, N., & Saenkum, D. (2025). Bridging policy and practice in climate change education: Evidence from Northeast Thailand. Frontiers in Education, 10. Scopus. https://doi.org/10.3389/feduc.2025.1561574

Misbah, M., Purwasih, D., Muhammad, N., Syahidi, K., Komariyah, L., Wahyudi, W., & Nurhayati, N. (2024). Is science concept can analyze by study ethnoscience? Study bibliometric and analysis. In Saregar A., Rofiqul U., Syazali M., & Ravanis K. (Eds.), AIP Conf. Proc. (Vol. 3058, Issue 1). American Institute of Physics; Scopus. https://doi.org/10.1063/5.0201390

Nahar, L., & Machado, C. (2025). Inquiry-based learning in Bangladesh: Insights into middle and high school students’ experiences and 21st century skill development. Disciplinary and Interdisciplinary Science Education Research, 7(1). Scopus. https://doi.org/10.1186/s43031-025-00122-2

Nurjayadi, M., & Sadono, R. (2021). Development of e-module structure and protein function with flip PDF professional application through online learning. In Meiliasari M., Rahmawati Y., Delina M., & Fitriani E. (Eds.), AIP Conf. Proc. (Vol. 2331). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/5.0041891

Pertiwi, N. P., Saputro, S., Yamtinah, S., & Kamari, A. (2024). ENHANCING CRITICAL THINKING SKILLS THROUGH STEM PROBLEM-BASED CONTEXTUAL LEARNING: AN INTEGRATED E-MODULE EDUCATION WEBSITE WITH VIRTUAL EXPERIMENTS. Journal of Baltic Science Education, 23(4), 739–766. Scopus. https://doi.org/10.33225/jbse/24.23.739

Putra, R. E., Harianto, D., Pudjaningsih, W., & Eriyani, E. (2024). The Impacts of the Analysis, Debate, and Finding Models on Learning Natural Sciences. Qubahan Academic Journal, 4(3), 166–174. Scopus. https://doi.org/10.48161/qaj.v4n3a189

Retta, A. M., Mulbasari, A. S., & Nopriyanti, T. D. (2023). Development of E-module based on PMRI in sequences and series material for grade XI. In Pratiwi W.D., Araiku J., Mulyono B., Hartono Y., & de Villiers M. (Eds.), AIP Conf. Proc. (Vol. 2811, Issue 1). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/5.0142451

Rizal, R., Rusdiana, D., Setiawan, W., & Siahaan, P. (2022). LEARNING MANAGEMENT SYSTEM SUPPORTED SMARTPHONE (LMS3): ONLINE LEARNING APPLICATION IN PHYSICS FOR SCHOOL COURSE TO ENHANCE DIGITAL LITERACY OF PRE-SERVICE PHYSICS TEACHERS. Journal of Technology and Science Education, 12(1), 191–203. Scopus. https://doi.org/10.3926/JOTSE.1049

Sari, D. W., Herdawan, D., Kurniawan, F. S., & Anggoro, R. (2025). Polimarlish.id, a game-based learning website to meet the standard marine communication phrases proficiency. Journal of Education and Learning, 19(2), 1095–1102. Scopus. https://doi.org/10.11591/edulearn.v19i2.21361

Sari, E. P. (2024). The role of numeracy in financial literacy: A case study from Indonesia. In Yerizon null, Rodrigues P.C., Wen G.K., Sari D.P., Tasman F., Rifandi R., & Rusyda N.A. (Eds.), AIP Conf. Proc. (Vol. 3024, Issue 1). American Institute of Physics; Scopus. https://doi.org/10.1063/5.0204767

Sirojjuddin, S., Prabawati, R., Jaharudin, J., Hidayat, F. A., & Malawat, S. W. (2025). INTEGRATION OF ETHNOZOOLOGY AND TECHNOLOGY IN E-MODULE DEVELOPMENT FOR ANIMAL STRUCTURE COURSES. Journal of Engineering Science and Technology, 20(3), 145–152. Scopus. https://www.scopus.com/inward/record.uri?eid=2-s2.0-105002285930&partnerID=40&md5=0241537e3864133b8f969aa5ed738a9a

Stephenson Reaves, J. (2023). Connecting Local Questions to Global Issues: An Investigation with Elementary Pre-service Teachers. In Contemp. Trends Issues Sci. Edu. (Vol. 58, pp. 131–145). Springer Science and Business Media B.V.; Scopus. https://doi.org/10.1007/978-3-031-46073-9_9

Susanti, S. S., Nursafitri, L., Hamzah, I., Zunarti, R., Asy’arie, B. F., & Sa’ad, M. S. (2024). Innovative Digital Media in Islamic Religious Education Learning. Jurnal Pendidikan Agama Islam, 21(1), 40–59. Scopus. https://doi.org/10.14421/jpai.v21i1.7553

Wilson, M. M., Zafar, F., & Nichol, C. (2025). Fostering Inquiry: The Impact of Cross-Curricular Professional Development on STEM Teacher Practices. Education Sciences, 15(4). Scopus. https://doi.org/10.3390/educsci15040421

Yezierski, E. J., & Herrington, D. G. (2011). Improving practice with target inquiry: High school chemistry teacher professional development that works. Chemistry Education Research and Practice, 12(3), 344–354. Scopus. https://doi.org/10.1039/C1RP90041B

Zalles, D. R., & Pallant, A. (2014). The data sets and inquiry in geoscience education project: Model curricula for teacher capacity building in scientific inquiry tasks with geospatial data. In Teach. Science and Investigating Environmental Issues with Geospatial Technology: Designing Effective Professional Development for Teachers (pp. 193–212). Springer Netherlands; Scopus. https://doi.org/10.1007/978-90-481-3931-6_12

.