Trends in Ethnoscience Based Learning and Implications for SDGs: A Systematic Literature Review
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Purpose of the study: Ethnoscience Based Learning (EBL) integrates indigenous knowledge into science education to promote scientific literacy, cultural identity, and sustainable development. Despite its growing implementation, evidence regarding global publication trends, collaboration patterns, thematic evolution, and its contribution to the SDGs remains fragmented. Therefore, this study aims to systematically map the development of EBL research, identify research gaps, and examine its implications for the SDGs.
Methodology: This study employed a Systematic Literature Review (SLR) following the PRISMA 2020 guidelines. A total of 39 Scopus indexed articles published between 2019 and 2026 were analyzed using bibliometric techniques with VOSviewer to examine publication trends, collaboration networks, research themes, and research gaps.
Main Findings: EBL publications increased substantially after 2023, with Indonesia leading publication output and international collaboration. Keyword co-occurrence analysis identified ethnoscience as the central research theme, closely associated with culture, science education, learning models, environmental awareness, and sustainability. The review also revealed several research gaps, including limited international collaboration, inadequate integration of digital technologies, underrepresentation of higher and vocational education, and the absence of comprehensive SDGs oriented evaluation frameworks.
Novelty/Originality of this study: Unlike previous reviews, this study integrates systematic literature review and bibliometric analysis to provide a comprehensive overview of global EBL research while explicitly linking its development to the SDGs. The findings offer strategic directions for strengthening multidisciplinary collaboration, digital technology integration, and SDGs oriented evaluation frameworks. This review is limited to Scopus indexed publications, which may not fully represent relevant studies available in other international databases.
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[1]“Trends in Ethnoscience Based Learning and Implications for SDGs: A Systematic Literature Review”, In. Sci. Ed. J, vol. 7, no. 4, pp. 805–821, Jul. 2026, doi: 10.37251/isej.v7i4.3644. -
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- [1] S. Fathonah, S. Fatimah, E. F. Sari, and A. M. Fadilah, “Ethnoscience and local wisdom in science education for conservation: A systematic review with bibliometric mapping,” Multidisciplinary Reviews, vol. 9, no. 7, 2026, doi: 10.31893/multirev.2026298. DOI: https://doi.org/10.31893/multirev.2026298
- [2] N. Hikmah, F. Arsih, M. Azhar, and A. Razak, “Uncovering the potential of ethnoscience in science learning to improve students’ literacy: A systematic literature review (2014–2024),” Jurnal Pendidikan IPA Indonesia, vol. 14, no. 3, pp. 550–562, 2025, doi: 10.15294/jpii.v14i3.19591. DOI: https://doi.org/10.15294/jpii.v14i3.19591
- [3] D. Nurcahyani, H. Rahmayanti, I. Z. Ichsan, and M. M. Rahman, “Ethnoscience learning on science literacy of physics material to support environment: A meta-analysis research,” Journal of Physics: Conference Series, vol. 1796, no. 1, 2021, doi: 10.1088/1742-6596/1796/1/012094.
- [4] H. R. Widarti, A. Wiyarsi, S. Yamtinah, A. S. Shidiq, M. E. F. Sari, P. N. Fauziah, and D. A. Rokhim, “Analysis of content development in chemical materials related to ethnoscience: a review,” Journal of Education and Learning, vol. 19, no. 1, pp. 422–430, 2025, doi: 10.11591/edulearn.v19i1.21210. DOI: https://doi.org/10.11591/edulearn.v19i1.21210
- [5] A. Muliadi, J. Rokhmat, and A. A. Sukarso, “Fostering creative thinking and cultural literacy through the ethnoscience integrated project-based learning (Ethno-PjBL),” Multidisciplinary Science Journal, vol. 8, no. 12, 2026, doi: 10.31893/multiscience.2026768. DOI: https://doi.org/10.31893/multiscience.2026768
- [6] Y. Mulyono, S. Sapuadi, Y. Yuliarti, and S. Sohnui, “A framework for building scientific literacy through an inquiry learning model using an ethnoscience approach,” International Journal of Advanced and Applied Sciences, vol. 11, no. 8, pp. 158–168, 2024, doi: 10.21833/ijaas.2024.08.017. DOI: https://doi.org/10.21833/ijaas.2024.08.017
- [7] F. Ansumarwaty, “Analysis of the feasibility and effectiveness of ethnoscience-based science learning tools for improving students’ science literacy: A review,” AMPLITUDO: Journal of Science and Technology Innovation, vol. 2, no. 2, pp. 119–129, 2023, doi: 10.56566/amplitudo.v2i2.98. DOI: https://doi.org/10.56566/amplitudo.v2i2.98
- [8] I. A. Ismail, L. Lufri, M. Mawardi, and M. Insani, “Culturally responsive science education through ethnoscience: A meta-analysis of impact on junior high school students,” Multidisciplinary Reviews, vol. 9, no. 1, 2026, doi: 10.31893/MULTIREV.2026004. DOI: https://doi.org/10.31893/multirev.2026004
- [9] H. Suwono, M. A. Rizkita, S. D. Prasetyo, and C.-Y. Chang, “Bridging cultures and science: enhancing scientific literacy through local wisdom-based citizen science in Indonesia’s 3T Regions,” LUMAT, vol. 14, no. 3, pp. 1–33, 2026, doi: 10.31129/LUMAT.14.3.3030. DOI: https://doi.org/10.31129/LUMAT.14.3.3030
- [10] I. Muyassaroh et al., “Bridging cultures in the classroom: a systematic literature review of ethnoscience research in indonesian elementary science education,” Data and Metadata, vol. 4, 2025, doi: 10.56294/dm2025434. DOI: https://doi.org/10.56294/dm2025434
- [11] M. J. Page et al., “The PRISMA 2020 statement: An updated guideline for reporting systematic reviews,” BMJ, vol. 372, 2021, doi: 10.1136/bmj.n71. DOI: https://doi.org/10.1136/bmj.n71
- [12] D. Moher et al., “Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement,” Systematic Reviews, vol. 4, no. 1, 2015, doi: 10.1186/2046-4053-4-1. DOI: https://doi.org/10.1186/2046-4053-4-1
- [13] N. L. Osorio and A. K. M. Azad, “An examination of the applications of Systematic Reviews in Engineering Education,” in ASEE Annual Conference and Exposition, Conference Proceedings, 2025, doi: 10.18260/1257612.
- [14] D. Nurcahyani, H. Rahmayanti, I. Z. Ichsan, and M. M. Rahman, “Ethnoscience learning on science literacy of physics material to support environment: A meta-analysis research,” Journal of Physics: Conference Series, vol. 1796, no. 1, 2021, doi: 10.1088/1742-6596/1796/1/012094. DOI: https://doi.org/10.1088/1742-6596/1796/1/012094
- [15] M. Gunawan, M. Maia, and S. Klein, “ChatGPT and VARK model in education: A systematic literature review,” in Proceedings of the International Conference on Information Management and Technology (ICIMTech), 2024, doi: 10.1109/ICIMTech63123.2024.10780818. DOI: https://doi.org/10.1109/ICIMTech63123.2024.10780818
- [16] A. Liebman, “‘Nothing to practice’: Julius Eastman, queer composition, and Black sonic geographies,” Cultural Geographies, vol. 29, no. 4, pp. 481–497, 2022, doi: 10.1177/14744740211059443. DOI: https://doi.org/10.1177/14744740211059443
- [17] S. E. Pujiastuti, R. Asyhar, A. T. Prasetya, and S. Diliarosta, “Chemistry project-based learning for secondary metabolite course with Ethno-STEM approach to improve students’ conservation and entrepreneurial character in the 21st century,” Journal of Technology and Science Education, vol. 13, no. 1, pp. 393–409, 2023, doi: 10.3926/jotse.1792. DOI: https://doi.org/10.3926/jotse.1792
- [18] P. Juanta, S. Diliarosta, and K. Moyo, “Enhancing Entrepreneurial Skills and Pancasila Student Profiles through Digital Learning Tools in Science Education,” APTISI Transactions on Technopreneurship, vol. 7, no. 2, pp. 605–615, 2025, doi: 10.34306/att.v7i2.518.
- [19] A. Rahmawati and T. Wibowo, “Reconstruction of the engineering design project (edpj) learning model based on Ethno-ESD to actualize students’ sustainable environmental literacy,” LUMAT, vol. 12, no. 4, 2024, doi: 10.31129/LUMAT.12.4.2300. DOI: https://doi.org/10.31129/LUMAT.12.4.2300
- [20] S. Sudarmin, L. Zahro, S. E. Pujiastuti, R. Asyhar, Z. Zaenuri, and A. Rosita, “The development of PBL-based worksheets integrated with green chemistry and ethnoscience to improve students’ thinking skills,” Jurnal Pendidikan IPA Indonesia, vol. 8, no. 4, pp. 492–499, 2019, doi: 10.15294/jpii.v8i4.17546. DOI: https://doi.org/10.15294/jpii.v8i4.17546
- [21] M. Elvianasti, L. Lufri, R. Zainul, F. Festiyed, S. Diliarosta, R. Zidny, and M. A. Damaiana, “Exploring indigenous knowledge of traditional martial art ‘Silat Beksi’ to identify contents and contexts for science learning in biology education,” Pegem Egitim ve Ogretim Dergisi, vol. 13, no. 2, pp. 371–385, 2023, doi: 10.47750/pegegog.13.02.40. DOI: https://doi.org/10.47750/pegegog.13.02.40
- [22] I. Irfandi, T. F. Sudarma, F. Festiyed, Y. Yohandri, S. Diliarosta, D. Surahman, and A. M. Siregar, “E-learning and physics teaching materials based on Malay ethnoscience on the east coast,” Jurnal Pendidikan IPA Indonesia, vol. 12, no. 3, pp. 366–376, 2023, doi: 10.15294/jpii.v12i3.45442.
- [23] S. Gummah, B. A. Nufida, N. N. S. P. Verawati, S. Prayogi, I. Azmi, and M. Y. Yusup, “Hybrid reflective-inquiry model with ethnoscience and virtual simulation to enhance critical thinking,” TEM Journal, vol. 15, no. 2, pp. 1851–1862, 2026, doi: 10.18421/TEM152-75. DOI: https://doi.org/10.18421/TEM152-75
- [24] S. Prayogi, S. Ahzan, J. Rokhmat, and N. N. S. P. Verawati, “Dynamic blend of ethnoscience and inquiry in a digital learning platform (e-learning) for empowering future science educators’ critical thinking,” Journal of Education and E-Learning Research, vol. 10, no. 4, pp. 819–828, 2023, doi: 10.20448/jeelr.v10i4.5233. DOI: https://doi.org/10.20448/jeelr.v10i4.5233
- [25] N. N. S. Putu Verawati, A. Harjono, and S. Gummah, “Inquiry-Creative learning integrated with ethnoscience: efforts to encourage prospective science teachers’ critical thinking in Indonesia,” International Journal of Learning, Teaching and Educational Research, vol. 21, no. 9, pp. 232–248, 2022, doi: 10.26803/ijlter.21.9.13. DOI: https://doi.org/10.26803/ijlter.21.9.13
- [26] W. Wahyudi, N. N. S. P. Verawati, I. Islahudin, and S. Agustina, “Hybrid ethno-project based learning integrated with virtual assistive technology to enhance students’ critical thinking in fundamental physics course,” TEM Journal, vol. 12, no. 4, pp. 2006–2012, 2023, doi: 10.18421/TEM124-11. DOI: https://doi.org/10.18421/TEM124-11
- [27] R. Anamezie and M. Gumbo, “Integrating ethnoscience into optics teaching: Impact on students’ retention, engagement, and learning outcome,” Africa Education Review, vol. 20, no. 5, pp. 78–92, 2024, doi: 10.1080/18146627.2024.2403684. DOI: https://doi.org/10.1080/18146627.2024.2403684
- [28] E. Hariyono, I. A. Rizki, D. A. Lestari, N. F. Citra, A. N. Islamiyah, and A. I. Agusty, “Engklek game ethnoscience-based learning material (EGEBLM) to improve students’ conceptual understanding and learning motivation,” Jurnal Pendidikan IPA Indonesia, vol. 12, no. 4, pp. 635–647, 2023, doi: 10.15294/jpii.v12i4.43941. DOI: https://doi.org/10.15294/jpii.v12i4.43941
- [29] I. A. Rizki, F. R. Mirsa, A. N. Islamiyah, A. D. Saputri, R. Ramadani, and M. Habibbulloh, “Ethnoscience-enhanced physics virtual simulation and augmented reality with inquiry learning: impact on students’ creativity and motivation,” Thinking Skills and Creativity, vol. 57, 2025, doi: 10.1016/j.tsc.2025.101846. DOI: https://doi.org/10.1016/j.tsc.2025.101846
- [30] A. Khoiri, N. Nulngafan, S. Muryanto, Q. A. P. Hartini, M. Fauzi, N. Nasokah, and N. P. N. Ratih, “How is the Ethno-Socioscientific Issues (Ethno-SSI) learning model Javanese culture strengthen high school students’ environmental awareness?: Observational study,” F1000Research, vol. 15, 2026, doi: 10.12688/f1000research.172474.2. DOI: https://doi.org/10.12688/f1000research.172474.2
- [31] A. Khoiri, B. Saputro, B. Parikesied, M. F. Sedon, and N. Nasokah, “Science learning strategy based on ethno-socioscientific issues (essi): analysis of creative thinking ability in students’ science reconstruction,” Jurnal Pendidikan IPA Indonesia, vol. 15, no. 2, pp. 292–306, 2026, doi: 10.15294/jpii.v15i2.42108. DOI: https://doi.org/10.15294/jpii.v15i2.42108
- [32] H. T. Almira, S. Yamtinah, and M. Masykuri, “Analysis analysis of Ethno-STEM-Integrated pbl e-module to enhance creative thinking skills of 8th grade junior high school students”, In. Sci. Ed. J, vol. 6, no. 3, pp. 175–184, 2025, doi: 10.37251/isej.v6i3.2089. DOI: https://doi.org/10.37251/isej.v6i3.2089
- [33] I. Irfandi, T. F. Sudarma, F. Festiyed, Y. Yohandri, S. Diliarosta, D. Surahman, and A. M. Siregar, “E-learning and physics teaching materials based on Malay ethnoscience on the east coast,” Jurnal Pendidikan IPA Indonesia, vol. 12, no. 3, pp. 366–376, 2023, doi: 10.15294/jpii.v12i3.45442. DOI: https://doi.org/10.15294/jpii.v12i3.45442
- [34] D. Fitria, A. Asrizal, and L. Lufri, “Enhancing 21st-century skills through blended problem-based learning with ethnoscience integration: A mixed-methods study in Indonesian junior high schools,” International Journal of Learning, Teaching and Educational Research, vol. 24, no. 1, pp. 464–480, 2025, doi: 10.26803/ijlter.24.1.23. DOI: https://doi.org/10.26803/ijlter.24.1.23
- [35] W. Sumarni, S. S. Sumarti, S. H. Dewi, and M. Imaduddin, “Collaborative Ethno-STEAM enriched project-based learning (coe-steam-pjbl): its impact on prospective science teachers’ collaboration and creative thinking skills,” Jurnal Pendidikan IPA Indonesia, vol. 14, no. 3, pp. 458–468, 2025, doi: 10.15294/jpii.v14i3.25487. DOI: https://doi.org/10.15294/jpii.v14i3.25487
- [36] M. Barak, “Learning from teachers’ concepts of dialogic pedagogy,” in Proceedings of the International Conference of the Learning Sciences (ICLS), C. Chinn, E. Tan, C. Chan, and Y. Kali, Eds. International Society of the Learning Sciences, pp. 1061–1064, 2022.
- [37] M. Khusniati, A. P. Heriyanti, N. P. Aryani, T. R. Fariz, and D. Harjunowibowo, “Indigenous science constructs based on Troso woven fabric local wisdom: A study in ethnoscience and ethnoecology,” Journal of Turkish Science Education, vol. 20, no. 3, pp. 549–566, 2023, doi: 10.36681/tused.2023.031. DOI: https://doi.org/10.36681/tused.2023.031
- [38] N. Suprapto, B. K. Prahani, and T. H. Cheng, “Indonesian curriculum reform in policy and local wisdom: perspectives from science education,” Jurnal Pendidikan IPA Indonesia, vol. 10, no. 1, pp. 69–80, 2021, doi: 10.15294/jpii.v10i1.28438. DOI: https://doi.org/10.15294/jpii.v10i1.28438
- [39] S. Saminan, I. Irwandi, M. Kamza, and M. S. B. Rasul, “Acehnese ethnoscience as an interdisciplinary approach in physics education: innovating in the era of merdeka belajar,” Jurnal Ilmiah Peuradeun, vol. 12, no. 3, pp. 1071–1098, 2024, doi: 10.26811/peuradeun.v12i3.1277. DOI: https://doi.org/10.26811/peuradeun.v12i3.1277
- [40] M. M. Pinheiro and V. Santos, “Integrating computational thinking and artificial intelligence into mathematics education: a pathway for the 21st-century,” in Communications in Computer and Information Science, vol. 2479, A. Reis et al., Eds. Cham, Switzerland: Springer, 2025, pp. 82–92, doi: 10.1007/978-3-032-02675-0_7. DOI: https://doi.org/10.1007/978-3-032-02675-0_7
- [41] S. D. Ardianti, S. Wanabuliandari, S. Saptono, and S. Alimah, “A needs assessment of edutainment module with ethnoscience approach oriented to the love of the country,” Jurnal Pendidikan IPA Indonesia, vol. 8, no. 2, pp. 153–161, 2019, doi: 10.15294/jpii.v8i2.13285. DOI: https://doi.org/10.15294/jpii.v8i2.13285
- [42] W. Mudana, “The effect of ethnoscience-based course review horay learning towards cultural concept understanding and science process skills of the elementary school students,” Nurture, vol. 17, no. 2, pp. 137–148, 2023, doi: 10.55951/nurture.v17i2.253.
- [43] S. Anwar, B. Abdurachman, I. Rohman, and S. Y. Liu, “Implementing a challenge-based ethnoscience e-book on colloid systems to enhance students’ critical thinking and conceptual understanding,” Jurnal Pendidikan IPA Indonesia, vol. 15, no. 1, pp. 88–102, 2026, doi: 10.15294/jpii.v15i1.33866. DOI: https://doi.org/10.15294/jpii.v15i1.33866
- [44] S. E. Atmojo, M. D. Anggriani, R. D. Rahmawati, M. Skotnicka, A. K. Wardana, and A. P. Anindya, “Bridging STEM and culture: The role of ethnoscience in developing critical thinking and cultural literacy,” Jurnal Pendidikan IPA Indonesia, vol. 14, no. 2, pp. 251–266, 2025, doi: 10.15294/jpii.v14i2.23505. DOI: https://doi.org/10.15294/jpii.v14i2.23505
- [45] I. Dickmann and A. Consorte-McCrea, “The role of ecopedagogy in the development of sustainability responsible students,” in World Sustainability Series. Cham, Switzerland: Springer, pp. 379–398, 2025, doi: 10.1007/978-3-031-80380-2_18. DOI: https://doi.org/10.1007/978-3-031-80380-2_18
- [46] P. Juanta, S. Diliarosta, and K. Moyo, “Enhancing entrepreneurial skills and Pancasila student profiles through digital learning tools in science education,” APTISI Transactions on Technopreneurship, vol. 7, no. 2, pp. 605–615, 2025, doi: 10.34306/att.v7i2.518. DOI: https://doi.org/10.34306/att.v7i2.518
- [47] M. A. Peters and B. Green, “Ecological civilizationalism: greater educational cooperation and sustainable development under the bri: new stage of chinese-eurasian globalization as a form of regional integration: globalization through regionalization,” Beijing International Review of Education, vol. 3, no. 1, pp. 5–21, 2021, doi: 10.1163/25902539-03010001. DOI: https://doi.org/10.1163/25902539-03010001
- [48] A. Cahyadi, I. Fiteriani, N.-A. T. Samson, and M. T. Hapsari, “The urgency of Islamic ethnoscience-based science learning in the 4.0 era,” Munaddhomah, vol. 6, no. 3, pp. 452–464, 2025, doi: 10.31538/munaddhomah.v6i3.2174. DOI: https://doi.org/10.31538/munaddhomah.v6i3.2174
- [49] E. Mulyanie and I. Setiawan, “Enhancing environmental awareness through ecopedagogy and local wisdom: a study of geography education students in kampung naga,” in E3S Web of Conferences, vol. 600, Nandi, I. M. H., and K. Greve, Eds. Les Ulis, France: EDP Sciences, 2024, doi: 10.1051/e3sconf/202460005001. DOI: https://doi.org/10.1051/e3sconf/202460005001
- [50] N. Cuenca-Soto, L. F. Martínez-Muñoz, O. Chiva-Bartoll, and M. L. Santos-Pastor, “Environmental sustainability and social justice in higher education: A critical (eco)feminist service-learning approach in sports sciences,” Teaching in Higher Education, vol. 28, no. 5, pp. 1057–1076, 2023, doi: 10.1080/13562517.2023.2197110. DOI: https://doi.org/10.1080/13562517.2023.2197110
- [51] W. Mudana, “The effect of ethnoscience-based course review horay learning towards cultural concept understanding and science process skills of the elementary school students,” Nurture, vol. 17, no. 2, pp. 137–148, 2023, doi: 10.55951/nurture.v17i2.253. DOI: https://doi.org/10.55951/nurture.v17i2.253
- [52] R. Zidny and I. Eilks, “Learning about pesticide use adapted from ethnoscience as a contribution to green and sustainable chemistry education,” Education Sciences, vol. 12, no. 4, 2022, doi: 10.3390/educsci12040227. DOI: https://doi.org/10.3390/educsci12040227
- [53] R. Rahmawati, S. Marmoah, and R. M. Roslan, “Ethnoscience Materials to Build Scientific Literacy,” Seminars in Medical Writing and Education, vol. 4, 2025, doi: 10.56294/mw2025747. DOI: https://doi.org/10.56294/mw2025747
- [54] J. Jufrida, W. Kurniawan, M. Furqon, K. Anwar, H. S. Falah, and C. Riantoni, “AI-Driven ethnoscience learning: enhancing physics education through malay cultural insights,” Journal of Information Technology Education: Innovations in Practice, vol. 24, 2025, doi: 10.28945/5520. DOI: https://doi.org/10.28945/5520
- [55] S. Rozana, F. Purba, S. M. Yessa, R. F. Astuti, and A. Maulidina, “Children as agents of sustainability: a pathway to teaching environmental literacy based on preschool teachers’ perspectives at sumatra,” Jurnal Iqra’: Kajian Ilmu Pendidikan, vol. 10, no. 1, pp. 270–289, 2025, doi: 10.25217/ji.v10i1.5748. DOI: https://doi.org/10.25217/ji.v10i1.5748
- [56] R. F. Astuti, E. Susanti, E. Yusnaldi, Budiman, J. Arsyad, and A. Setyawan, “How much is character education correlated with learning outcomes of islamic religious education students in indonesia: meta-analysis study,” BIO Web of Conferences, vol. 146, Art. no. 01087, 2024, doi: 10.1051/bioconf/202414601087. DOI: https://doi.org/10.1051/bioconf/202414601087
- [57] N. Arif, M. Nursa'ban, Mukminan, and M. Sari, “Digital literacy dimensions in high school education: from operational skills to privacy awareness,” Integrated Science Education Journal, vol. 6, no. 3, pp. 269–275, Oct. 2025, doi: 10.37251/isej.v6i3.2112. DOI: https://doi.org/10.37251/isej.v6i3.2112
- [58] V. F. Azmi, S. D. Fatmaryanti, and N. Ngazizah, “Five senses windmill: an innovative edutainment learning media integrating local wisdom to enhance conceptual understanding in students with intellectual disabilities,” Integrated Science Education Journal, vol. 7, no. 1, pp. 156–167, Jan. 2026, doi: 10.37251/isej.v7i1.2364. DOI: https://doi.org/10.37251/isej.v7i1.2364
- [59] A. Saputra, I. Wilujeng, and A. Wiyarsi, “The evolution of scientific literacy research in science education: a bibliometric analysis of trends, themes, and collaboration (2016–2025),” Integrated Science Education Journal, vol. 7, no. 1, pp. 187–201, Jan. 2026, doi: 10.37251/isej.v7i1.2532. DOI: https://doi.org/10.37251/isej.v7i1.2532
- [60] T. Sutanto, H. Akhsan, and K. Kistiono, “Integrating local wisdom in science: development and validation of ethnoscience teaching modules for improving science literacy of junior high school students,” Integrated Science Education Journal, vol. 7, no. 1, pp. 148–155, Jan. 2026, doi: 10.37251/isej.v7i1.2344. DOI: https://doi.org/10.37251/isej.v7i1.2344