Analysis of Grade 10 High School Students’ Understanding of Renewable Energy Concepts Using the ANATES Application
DOI:
10.29303/jppipa.v12i1.11954Published:
2026-01-25Downloads
Abstract
The purpose of this study is to evaluate how high school grade X students understand the concepts of renewable energy using the ANATES tool. This study uses a descriptive quantitative approach with a sample of 60 students from two Grade X classes at SMAS Darul Falah Pagutan Mataram. The instrument used was in the form of 20 multiple-choice questions developed based on indicators of understanding renewable energy concepts. The test results were analyzed using ANATES to measure the level of conceptual understanding, the level of difficulty, and the discriminating power. The results showed that 25% of students were in the medium understanding category, 46.7% were in the very low category, and 28.3% were in the low category. Most of the questions were in the medium difficulty category (45%) and had varying discriminating power, with 50% classified as good, 5% as sufficient, and 45% as poor. This study recommends the need to improve learning strategies that emphasize an inquiry-based approach, the contextual integration of ESD (Education for Sustainable Development), and the use of evaluation tools that can provide informative feedback to enhance students' conceptual understanding of renewable energy.
Keywords:
ANATES Concept understanding Renewable energyReferences
Akker, J. V. D., Gravemeijer, K., McKenney, S., & Nieveen, N. (2023). Educational Design Research. London: Routledge.
Arikunto, S. (2012). Fundamentals of Educational Evaluation. Jakarta: Bumi Aksara.
Azwar, S. (2018). Reliability and Validity. Yogyakarta: Pustaka Pelajar.
Bloom, B. S., Engelhart, M. D., Furst, E. J., Hill, W. H., & Krathwohl, D. R. (2016). Taxonomy of Educational Objectives: The Classification of Educational Goals. Longmans, Green.
Chen, X., Liu, Y., & Wang, Z. (2022). Renewable Energy Education in Secondary Schools: A Comparative Study Across Nations. Journal of Cleaner Production, 340, 130825. https://doi.org/10.1016/j.jclepro.2022.130825
Davis, M. H. (2021). Assessment of Environmental Literacy in Science Education: Current Practices and Future Directions. Environmental Education Research, 27(8), 1145-1162. https://doi.org/10.1080/13504622.2021.1921117
Ebel, R. L., & Frisbie, D. A. (2019). Essentials of Educational Measurement. Englewood Cliffs, NJ: Prentice-Hall.
Garcia, L., Martinez, S., & Rodriguez, P. (2023). Digital Assessment Tools in Science Education: Effectiveness and Implementation Challenges. Computers & Education, 195, 104718. https://doi.org/10.1016/j.compedu.2023.104718
Handayani, N., & Nurohman, S. (2018). Analysis of Multiple-Choice Questions for Science Subjects Using ANATES Software. Journal of Science Education Innovation, 4(1), 32–40. https://doi.org/10.21831/jipi.v4i1.19352
IEA. (2022). World Energy Outlook 2022. International Energy Agency. Retrieved from https://www.iea.org/reports/world-energy-outlook-2022
IRENA. (2023). Renewable Energy: A Key Climate Solution. International Renewable Energy Agency. Retrieved from https://www.irena.org/publications
Johnson, K. L., & Thompson, R. M. (2020). Conceptual Understanding in Renewable Energy Education: A Systematic Review. Renewable and Sustainable Energy Reviews, 131, 110045. https://doi.org/10.1016/j.rser.2020.110045
Kemdikbud. (2022). Science Learning Outcomes Phase E – Independent Curriculum. Jakarta: Ministry of Education, Culture, Research, and Technology.
Kim, S., Park, J., & Lee, H. (2021). Effects of Inquiry-Based Learning on Environmental Awareness and Renewable Energy Understanding. International Journal of Science Education, 43(12), 1945-1965. https://doi.org/10.1080/09500693.2021.1938670
Linn, R. L., & Miller, M. D. (2021). Measurement and Assessment in Teaching. Upper Saddle River, NJ: Merrill/Prentice Hall.
Miller, A., & Brown, C. (2022). ANATES Application in Educational Assessment: A Comprehensive Review. Assessment in Education, 29(3), 245-261. https://doi.org/10.1080/0969594X.2022.2076543
Nieveen, N., & Folmer, E. (2023). Formative Evaluation in Educational Design Research. Design Research in Education, 15(2), 152-169. https://doi.org/10.1007/s10798-023-09812-1
Nitko, A. J., & Brookhart, S. M. (2019). Educational Assessment of Students. Boston: Allyn & Bacon.
Popham, W. J. (2020). Classroom Assessment: What Teachers Need to Know. Boston: Allyn & Bacon.
Retnawati, H. (2014). Test and Measurement Theory: A Guide to Question Item Analysis. Yogyakarta: Parama Publishing.
Setiawan, A., & Rusdiana, D. (2020). Students' Conceptions of Renewable Energy: A Systematic Review. Indonesian Journal of Science Education, 9(1), 1–9. https://doi.org/10.15294/jpii.v9i1.21204
Smith, J., Wilson, K., & Davis, L. (2023). Environmental Education and Sustainable Development: Current Trends and Future Directions. Environmental Education Research, 29(4), 512-530. https://doi.org/10.1080/13504622.2023.2195847
Sukardi, S. (2016). Educational Evaluation: Its Principles and Operations. Jakarta: Bumi Aksara.
Suryawati, E., & Osman, K. (2018). Contextual Learning to Improve Students' Understanding of Environmental Sustainability. The Asia-Pacific Education Researcher, 27(2), 147–156. https://doi.org/10.1007/s40299-018-0379-2
Tessmer, M. (2020). Planning and Conducting Formative Evaluations. London: Kogan Page.
UNESCO. (2021). Education for Sustainable Development: A Roadmap. United Nations Educational, Scientific and Cultural Organization. Retrieved from https://unesdoc.unesco.org/ark:/48223/pf0000374802
Wang, L., Zhang, M., & Liu, X. (2022). Technology-Enhanced Assessment in Environmental Education: A Meta-Analysis. Educational Technology Research and Development, 70(3), 987-1008. https://doi.org/10.1007/s11423-022-10089-2
White, S., & Green, T. (2021). Assessment Validity in Science Education: Contemporary Perspectives and Practices. Science Education, 105(4), 678-702. https://doi.org/10.1002/sce.21652
Yang, H., Chen, R., & Wu, J. (2023). Renewable Energy Literacy Among Secondary School Students: A Cross-Cultural Study. Energy Education Review, 12(2), 89-105. https://doi.org/10.1016/j.eer.2023.02.045
Zhou, Y., & Anderson, P. (2022). Improving Assessment Quality Through Digital Tools: Evidence from Science Education. Assessment & Evaluation in Higher Education, 47(6), 856-871. https://doi.org/10.1080/02602938.2021.1987548
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Copyright (c) 2026 Munib, Wahab Jufri, Agus Abhi Purwoko, Muh. Makhrus, Joni Rokhmat, AA Sukarso

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