Beyond the Score: Rethinking TIMSS Underperformance in Participating African Countries through Open Education, Universal Design for Learning, and Self-Directed Learning
Keywords:
TIMSS; Open Educational Resources; Open Educational Practices; Self-directed learning; Universal Design for Learning; STEM EquityAbstract
The African countries that participated in the 2023 Trends in International Mathematics and Science Study (TIMSS) did not perform well. The paper discusses systemic challenges, including language barriers, resource limitations and infrastructural deficits that lead to underperformance. This paper discusses the potential of Open Educational Resources (OERs) and Open Educational Practices (OEPs) in addressing these issues by creating inclusive and self-directed learning environments. This paper uses TIMSS reports and existing literature to explore the ways in which Open Educational Resources (OER), Universal Design of Learning (UDL), and Self-Directed Learning (SDL) may offer alternative ways of interpreting and responding to underperformance in STEM education. It does this by using a qualitative conceptual-analytical method that is informed by insights from an integrative literature. The analysis shows that in the African context, TIMSS scores are not only an indicator of the learners’ ability but also of the bigger issues of unequal access to learning facilities, low inclusivity in the design process of learning and limited opportunities for learner autonomy. The research, viewed through the lens of OER and open pedagogical practices, suggests resource availability, content localisation, and collaborative learning techniques can be used to reform STEM learning experiences and advocates for an educational framework that uses openness to promote equity, engagement, and academic achievement in Africa. As a conceptual review, the analysis relies solely on secondary evidence and does not empirically validate the suggested framework.
https://doi.org/10.26803/ijlter.25.9.42
References
Abusamra, A., Muhtaseb, K., & Awawdeh, R. (2025). How should E-learning be conceptualized in the context of higher education in MENA region? Social Sciences & Humanities Open, 12, 101808. https://doi.org/10.1016/j.ssaho.2025.101808
Al Nabhani, F., Hamzah, M. B., & Abuhassna, H. (2025). The role of artificial intelligence in personalizing educational content: Enhancing the learning experience and developing the teacher’s role in an integrated educational environment. Contemporary Educational Technology, 17(2), ep573. https://doi.org/10.30935/cedtech/16089
Alsayer, A. (2025). Factors affecting students' achievement: A review and Bayesian modeling study on technology factors. International Journal of Web-Based Learning and Teaching Technologies (IJWLTT), 20(1), 1–17. https://doi.org/10.4018/IJWLTT.371405
Amegah, A., Voufo, C., Amoka, G., Diabate, S., & McCarthy-Fakhry, U. (2023, September 25). Empowering Africa's future: Prioritizing STEM skills for youth and economic prosperity. World Bank Blogs. https://blogs.worldbank.org/en/education/empowering-africas-future-prioritizing-stem-skills-youth-and-economic-prosperity
Antonio, R., & Prudente, M. (2024). Effects of Inquiry-Based Approaches on Students’ Higher-Order Thinking Skills in Science: A Meta-Analysis. International Journal of Education in Mathematics, Science and Technology, 12(1), 251–281. https://doi.org/10.46328/ijemst.3216
Arispe, K., Hoye, A., & Haynes, M. (2025). The Impact of Professional Development on K–12 Teacher Awareness, Use, and Perceptions of OER. The International Review of Research in Open and Distributed Learning, 26(3), 41–60. https://doi.org/10.19173/irrodl.v26i3.8019
Asula-Abaver, M. S., & Machaba, M. F. (2026). Digital tools for inclusive education: Enhancing learning experiences in mathematics for students with special needs. Education Sciences, 16(3), 500. https://doi.org/10.3390/educsci16030500
Ayanwale, M. A., Oyeniran, D. O., & Akinboboye, J. T. (2023). Cracking the code: A framework for ensuring reliable TIMSS test scores for South African learners. In The European Conference on Education 2023: Official Conference Proceedings (pp. 1405–1417). IAFOR. https://doi.org/10.22492/issn.2188-1162.2023.112
Bofah, E. A., & Hannula, M. S. (2015). TIMSS data in an African comparative perspective: Investigating the factors influencing achievement in mathematics and their psychometric properties. Large-Scale Assessments in Education, 3, Article 4. https://doi.org/10.1186/s40536-015-0014-y.
Borda, E., Schumacher, E., Hanley, D., Geary, E., Warren, S., Ipsen, C., & Stredicke, L. (2020). Initial implementation of active learning strategies in large, lecture STEM courses: Lessons learned from a multi-institutional, interdisciplinary STEM faculty development program. International Journal of STEM Education, 7, Article 4. https://doi.org/10.1186/s40594-020-0203-2
Brandenburger, B. (2022). A multidimensional and analytical perspective on Open Educational Practices in the 21st century. Frontiers in Education, 7, 990675. https://doi.org/10.3389/feduc.2022.990675
Brown, B., Jacobsen, M., Roberts, V., Hurrell, C., Travers, M., & Neutzling, N. (2024). Open educational practices (OEPs) for research skill development with in-service schoolteachers. In J. Willison (Ed.), Research thinking for responsive teaching: Research skill development with in-service and preservice educators (pp. 33–47). Springer. https://doi.org/10.1007/978-981-99-6679-0_3
Celik, Z. N. (2024, December 5). Global TIMSS 2023 results reveal Singapore leading, France ranks last among EU countries. Anadolu Agency. https://www.aa.com.tr/en/europe/global-timss-2023-results-reveal-singapore-leading-france-ranks-last-among-eu-countries/3413774
Chang, C., Chang, C.-K., & Shih, J.-L. (2016). Motivational strategies in a mobile inquiry-based language learning setting. System, 59, 100–115. https://doi.org/10.1016/j.system.2016.04.013
Chiappe, A., Pinto, R. A., & Arias, V. (2016). Open assessment of learning: A meta-synthesis. The International Review of Research in Open and Distributed Learning, 17(6), 44–61. https://doi.org/10.19173/irrodl.v17i6.2846
Chikoko, V., & Mthembu, P. (2020). Financing primary and secondary education in sub-Saharan Africa: A systematic review of literature. South African Journal of Education, 40(4), 1–9. https://doi.org/10.15700/saje.v40n4a2046
Chisom, O. N., Unachukwu, C. C., & Osawaru, B. (2024). STEM education advancements in African contexts: A comprehensive review. World Journal of Advanced Research and Reviews, 21(1), 145–160. https://doi.org/10.30574/wjarr.2024.21.1.2719
Coetser, Y. M., Gray, C., Terblanché-Greeff, A. C., & Lembethe, N. (2022). Multilingual philosophy glossaries: Steps towards socially just pedagogical praxis. In J. Olivier, C. du Toit-Brits, B. J. Bunt, & A. Dhakulkar (Eds.), Contextualised open educational practices: Towards student agency and self-directed learning (pp. 59–72). AOSIS Books. https://doi.org/10.4102/aosis.2022.BK345.04
Díaz-Suárez, V., Martín-Paciente, M., & Travieso-González, C. M. (2025). Exploring the Impact of Digital Platforms on Teaching Practices: Insights into Competence Development and Openness to Active Methodologies. Applied System Innovation, 8(3), 64. https://doi.org/10.3390/asi8030064
Dmoshinskaia, N., Gijlers, H., & de Jong, T. (2021). Giving feedback on peers’ concept maps in an inquiry learning context: The effect of providing assessment criteria. Journal of Science Education and Technology, 30, 420–430. https://doi.org/10.1007/s10956-020-09884-y
Elouafi, A., Tammouch, I., Eddarouich, S., & Touahni, R. (2025). Uncovering key factors of student performance in math: An explainable deep learning approach using TIMSS 2019 data. Information, 16(6), 480. https://doi.org/10.3390/info16060480
Eltaiba, N., Hosseini, S., & Okoye, K. (2025). Benefits and impact of technology-enhanced learning applications in higher education in Middle East and North Africa: A systematic review. Global Transitions, 7, 350–374. https://doi.org/10.1016/j.glt.2025.06.004
Espada-Chavarria, R., González-Montesino, R. H., López-Bastías, J. L., & Díaz-Vega, M. (2023). Universal design for learning and instruction: Effective strategies for inclusive higher education. Education Sciences, 13(6), 620. https://doi.org/10.3390/educsci13060620
Ercikan, K., & Pellegrino, J. W. (Eds.). (2017). Validation of score meaning for the next generation of assessments: The use of response processes. Routledge. https://doi.org/10.4324/9781315708591
Gardner, V., Joubert, M., Barrett, A. M., & Tikly, L. (2018). Approaches to strengthening secondary STEM & ICT education in Sub-Saharan Africa (Bristol Working Papers in Education No. 10/2018). School of Education, University of Bristol. https://www.bristol.ac.uk/media-library/sites/education/documents/Binder1.pd
Gavrilas, L., & Kotsis, K. T. (2025). Integrating learning theories and innovative pedagogies in STEM education: A comprehensive review. Eurasian Journal of Science and Environmental Education, 5(1), 11–17. https://doi.org/10.30935/ejsee/16538
Gayed, J. M. (2025). Educators’ perspective on artificial intelligence: Equity, preparedness, and development. Cogent Education, 12(1), 2447169. https://doi.org/10.1080/2331186X.2024.2447169
Gibbs, K. (2023). Voices in practice: Challenges to implementing differentiated instruction by teachers and school leaders in an Australian mainstream secondary school. The Australian Educational Researcher, 50, 1217–1232. https://doi.org/10.1007/s13384-022-00551-2
Gillies, R. M. (2023). Using Cooperative Learning to Enhance Students’ Learning and Engagement during Inquiry-Based Science. Education Sciences, 13(12), 1242. https://doi.org/10.3390/educsci13121242
Gligorea, I., Cioca, M., Oancea, R., Gorski, A.-T., Gorski, H., & Tudorache, P. (2023). Adaptive Learning Using Artificial Intelligence in e-Learning: A Literature Review. Education Sciences, 13(12), 1216. https://doi.org/10.3390/educsci13121216
Hattie, J. (2013). Calibration and confidence: Where to next? Learning and Instruction, 24, 62–66. https://doi.org/10.1016/j.learninstruc.2012.05.009
Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Center for Curriculum Redesign. http://curriculumredesign.org/wp-content/uploads/AIED-Book-Excerpt-CCR-2019.pdf
Horn, E. A., Anderson, R., & Pierick, K. (2018). Open educational resources (OERs) in self-directed competency-based education. Information Discovery and Delivery, 46(4), 197–203. https://doi.org/10.1108/IDD-02-2018-0005
Jaakkola, E. (2020). Designing conceptual articles: Four approaches. AMS Review, 10, 18–26. https://doi.org/10.1007/s13162-020-00161-0
Ješková, Z., Luká?, S., Šnajder, ?., Guniš, J., Klein, D., & Kireš, M. (2022). Active Learning in STEM Education with Regard to the Development of Inquiry Skills. Education Sciences, 12(10), 686. https://doi.org/10.3390/educsci12100686
Kanjee, A., Chetty, M., Shozi, N., Ahmed, A., & Correa, F. (2024). South African 2023 Trends in International Mathematics and Science Study (TIMSS) highlights report. Department of Basic Education. https://www.education.gov.za/Portals/0/Documents/Reports/2024/TIMSS%202024.pdf
Kayan-Fadlelmula, F., Sellami, A., Abdelkader, N., & Umer, S. (2022). A systematic review of STEM education research in the GCC countries: Trends, gaps and barriers. International Journal of STEM Education, 9, Article 2. https://doi.org/10.1186/s40594-021-00319-7
Kefalis, C., Skordoulis, C., & Drigas, A. (2025). Digital simulations in STEM education: Insights from recent empirical studies, a systematic review. Encyclopedia, 5(1), 10. https://doi.org/10.3390/encyclopedia5010010
Kemp, K. L., Davidson, C. J., Hurse, D. N., & Naik, A. R. (2024). Exploring educational experiences that correlate with self-directed learning in college students seeking to pursue science, technology, engineering, math, and medical (STEMM) fields. Frontiers in Education, 9, 1393493. https://doi.org/10.3389/feduc.2024.1393493
Kim, N. J., & Kim, M. K. (2022). Teacher’s perceptions of using an artificial intelligence-based educational tool for scientific writing. Frontiers in Education, 7, 755914. https://doi.org/10.3389/feduc.2022.755914
Knowles, M. S. (1975). Self-directed learning: A guide for learners and teachers. Association Press.
Kruger, D. (2020). Adaptive learning technology to enhance self-directed learning. In J. Olivier (Ed.), Self-directed multimodal learning in higher education (NWU Self-Directed Learning Series, Vol. 5, pp. 93–116). AOSIS. https://doi.org/10.4102/aosis.2020.BK210.03
Kumm, M., & Graven, M. H. (2024). Exploring pre-service teachers’ knowledge of efficient calculation strategies. South African Journal of Childhood Education, 14(1), a1494. https://doi.org/10.4102/sajce.v14i1.1494
Kunnath, A. J., & Botes, W. (2025). Transforming science education with artificial intelligence: Enhancing inquiry-based learning and critical thinking in South African science classrooms. Eurasia Journal of Mathematics, Science and Technology Education, 21(6), em2655. https://doi.org/10.29333/ejmste/16532
Lee, S. J., & Kwon, K. (2024). A systematic review of AI education in K-12 classrooms from 2018 to 2023: Topics, strategies, and learning outcomes. Computers and Education: Artificial Intelligence, 6, 100211. https://doi.org/10.1016/j.caeai.2024.100211
LeMire, S. (2025). Faculty barriers to using open educational resources. Open Learning: The Journal of Open, Distance and e-Learning, 1–19. https://doi.org/10.1080/02680513.2025.2573338
Letsoalo, N. (2024). Bridging the divide: Indigenous language integration in open educational resource accessibility. Mousaion: South African Journal of Information Studies, 42(3). https://doi.org/10.25159/2663-659X/11906
Levy-Feldman, I. (2025). The Role of Assessment in Improving Education and Promoting Educational Equity. Education Sciences, 15(2), 224. https://doi.org/10.3390/educsci15020224
Mamombe, C., Mathabathe, K. C., & Gaigher, E. (2020). The influence of an inquiry-based approach on Grade Four learners’ understanding of the particulate nature of matter in the gaseous phase: A case study. Eurasia Journal of Mathematics, Science and Technology Education, 16(1), em1812. https://doi.org/10.29333/ejmste/110391
Martin, M. O., Mullis, I. S., Foy, P., & Hooper, M. (2016). TIMSS 2015 international results in science. Boston College, TIMSS & PIRLS International Study Center. Retrieved from http://timssandpirls.bc.edu/timss2015/international-results/
Martin, M. O., von Davier, M., & Mullis, I. S. (2020). Methods and procedures: TIMSS 2019. Technical report. Retrieved from https://timssandpirls.bc.edu/timss2019/methods/pdf/TIMSS-2019-MP-Technical-Report.pdf
McKenzie, J. A., & Dalton, E. M. (2020). Universal design for learning in inclusive education policy in South Africa. African Journal of Disability, 9, a776. https://doi.org/10.4102/ajod.v9i0.776
Mhlongo, S., Mbatha, K., Ramatsetse, B., & Dlamini, R. (2023). Challenges, opportunities, and prospects of adopting and using smart digital technologies in learning environments: An iterative review. Heliyon, 9(6), e16348. https://doi.org/10.1016/j.heliyon.2023.e16348
Mitchell, R., Ayinselya, R. A., Barrett, A. M., Cortez, A., David, O., Imaniriho, D., Nwako, Z., Reda, N. W., & Singh, M. (2024). Teacher professional development in Africa: A critical synthesis of African research evidence. Zenodo. https://doi.org/10.5281/zenodo.12731754
Mokgwathi, M. S., Maloka, M. P., & Graham, M. A. (2025). The association between early childhood education and grade 5 science achievement: Insights from TIMSS 2023 in South Africa. Cogent Social Sciences, 11(1), 2586369. https://doi.org/10.1080/23311886.2025.2586369
Morris, T. H. (2019). Self-directed learning: A fundamental competence in a rapidly changing world. International Review of Education, 65(4), 633–653. https://doi.org/10.1007/s11159- 019-09793-2
Mullis, I.V.S., Martin, M.O., Foy, P., Kelly, D.L. & Fishbein, B. (2020) TIMSS 2019 International Results in Mathematics and Science.
https://Timssandpirls.Bc.Edu/Timss2019/International-Results/
Muskens, M., Frankenhuis, W. E., & Borghans, L. (2024). Math items about real-world content lower test-scores of students from families with low socioeconomic status. NPJ Science of Learning, 9, 19. https://doi.org/10.1038/s41539-024-00228-8
Mrosso, V., Ndibalema, P., & Ephrem, A. (2025). Enhancing inquiry-based learning skills with ICT to pre-service teachers in Tanzanian teacher colleges: Constraints and mitigating strategies. Educational Technology Quarterly, 2025(2), 169–185. https://doi.org/10.55056/etq.886
Ndiangui, P., Cooke, R., & Koklu, O. (2025). Engaging Minds, Inspiring Motivation: The Impact of Integrating OER in Informal Learning Environments. Research in Educational Policy and Management, 7(1), 1–26. https://doi.org/10.46303/repam.2025.1
Nyamunda, J. (2025). Assessing educational outcomes in South Africa relative to economically comparable countries: A comparative analysis. South African Journal of Education, 44(Suppl. 1), S1–S12. https://doi.org/10.15700/saje.v44ns1a2220
Ogange, B., & Carr, A. (2021). Open educational resources, technology-enabled teacher learning and social justice. In C. McNaught & S. Gravett (Eds.), Embedding social justice in teacher education and development in Africa (pp. 45–64). Routledge. https://doi.org/10.4324/9780429341212-4
Olivier, J., & Olivier, L. (2022). Digital multilingualism for social justice through localised self-directed open education. In J. Olivier, C. du Toit-Brits, B. J. Bunt, & A. Dhakulkar (Eds.), Contextualised open educational practices: Towards student agency and self-directed learning (NWU Self-Directed Learning Series, Vol. 10, pp. 19–35). AOSIS. https://doi.org/10.4102/aosis.2022.BK345.02
Orndorf, H. C., Waterman, M., Lange, D., Kavin, D., Johnston, S. C., & Jenkins, K. P. (2022). Opening the Pathway: An Example of Universal Design for Learning as a Guide to Inclusive Teaching Practices. CBE Life Sciences Education, 21(2), ar28. https://doi.org/10.1187/cbe.21-09-0239
Panakaje, N., Ur Rahiman, H., Parvin, S. M. R., Shareena, P., Kc, M., Yatheen, & Irfana, S. (2024). Revolutionizing pedagogy: Navigating the integration of technology in higher education for teacher learning and performance enhancement. Cogent Education, 11(1), 2308430. https://doi.org/10.1080/2331186X.2024.2308430
Panadero, E., Brown, G. T. L., & Strijbos, J.-W. (2016). The Future of Student Self-Assessment: A Review of Known Unknowns and Potential Directions. Educational Psychology Review, 28(4), 803–830. https://doi.org/10.1007/s10648-015-9350-2
Pellegrino, J. W. (2024). A new era for STEM assessment: Considerations of assessment, technology, and artificial intelligence. In X. Zhai & J. Krajcik (Eds.), Uses of artificial intelligence in STEM education (pp. 17–37). Oxford University Press. https://doi.org/10.1093/oso/9780198882077.003.0002
Peng, H., Ma, S., & Spector, J. M. (2019). Personalized adaptive learning: An emerging pedagogical approach enabled by a smart learning environment. Smart Learning Environments, 6, Article 9. https://doi.org/10.1186/s40561-019-0089-y
Pongsophon, P. (2023). Multilevel analysis of factors that determine the science achievement of fourth-grade students in TIMSS 2019. Science Education International, 34(2), 86–95. https://www.icaseonline.net/journal/index.php/sei/article/view/503
Regmi, K., & Jones, L. (2020). A systematic review of the factors – enablers and barriers – affecting e-learning in health sciences education. BMC Medical Education, 20(1), 91. https://doi.org/10.1186/s12909-020-02007-6
Romero-Ariza, M., Quesada, A., Abril, A. M., Rodríguez-Ortega, P. G., & Martín-Peciña, M. (2025). Open educational resources: Teachers’ perception and impact on students’ motivation and meaningful learning. Education Sciences, 15(10), 1286. https://doi.org/10.3390/educsci15101286
Sari, A. R., Hidayati, K., & Ratnaningsih, T. (2024). 21st Century Skills: Student’s Creative Thinking Skills Through STEAM Integrated Project Learning. In M. S. Ozturk & M. Koc (Eds.), Studies on Education, Science, and Technology 2024 (pp. 122-143). ISTESt. https://www.istes.org/storage/01JGHSCWF9T16GAQCCCRYZW63R.pdf
Sibanda, R., & Tshehla, L. P. (2025). From mother tongue to English: A language policy shift at a multilingual township school in Gauteng. South African Journal of Childhood Education, 15(1), a1598. https://doi.org/10.4102/sajce.v15i1.1598
Sotiriou, S. A., Lazoudis, A., & Bogner, F. X. (2020). Inquiry-based learning and E-learning: How to serve high and low achievers. Smart Learning Environments, 7(1), 29. https://doi.org/10.1186/s40561-020-00130-x
Spitzer, M. W. H., & Moeller, K. (2023). Performance increases in mathematics during COVID-19 pandemic distance learning in Austria: Evidence from an intelligent tutoring system for mathematics. Trends in Neuroscience and Education, 31, 100203. https://doi.org/10.1016/j.tine.2023.100203
Stranger-Johannessen, E. (2017). The African Storybook, teachers’ resources, and pedagogical practices. International Journal of Educational Development, 52, 26–36. https://doi.org/10.1016/j.ijedudev.2016.10.003
Strietholt, R., Baghaei, P., Liaw, Y.-L., Meinck, S., & Strello, A. (2025). Operationalization and methodology in TIMSS. In M. M. Isac, A. Sandoval-Hernández, & W. Sass (Eds.), Knowledge and willingness to act pro-environmentally: Perspectives from IEA TIMSS 2019 and ICCS 2016 data (IEA Research for Education, Vol. 16, pp. 21–29). Springer. https://doi.org/10.1007/978-3-031-76033-4_3
Sundari, S., & Utami, S. (2024). Inquiry Learning Methods to Increase Student Motivation and Learning Outcomes. Jurnal Pendidikan Kedokteran Indonesia: The Indonesian Journal of Medical Education, 13(2), 91–96. https://doi.org/10.22146/jpki.80754
Sewell, A., Kennett, A., & Pugh, V. (2022). Universal Design for Learning as a theory of inclusive practice for use by educational psychologists. Educational Psychology in Practice, 38(4), 364–378. https://doi.org/10.1080/02667363.2022.2111677
Taylor, N. (2021). The dream of Sisyphus: Mathematics education in South Africa. South African Journal of Childhood Education, 11(1), a911. https://doi.org/10.4102/sajce.v11i1.911
Tlili, A., Garzón, J., Salha, S., Huang, R., Xu, L., Burgos, D., Denden, M., Farrell, O., Farrow, R., Bozkurt, A., Amiel, T., McGreal, R., López-Serrano, A., & Wiley, D. (2023). Are open educational resources (OER) and practices (OEP) effective in improving learning achievement? A meta-analysis and research synthesis. International Journal of Educational Technology in Higher Education, 20, Article 54. https://doi.org/10.1186/s41239-023-00424-3
Teplá, M., & Distler, P. (2025). The impact of long-term inquiry-based science education on students’ motivation and knowledge acquisition: The role of gender, subject, and level of inquiry. Humanities and Social Sciences Communications, 12(1), 239. https://doi.org/10.1057/s41599-025-04437-3
Twizeyimana, E., Shyiramunda, T., Dufitumukiza, B., & Niyitegeka, G. (2024). Teaching and learning science as inquiry: An outlook of teachers in science education. SN Social Sciences, 4(2), 40. https://doi.org/10.1007/s43545-024-00846-4
United Nations Educational, Scientific and Cultural Organization. (2019). Recommendation on open educational resources (OER). https://www.unesco.org/en/legal-affairs/recommendation-open-educational-resources-oer
Van Allen, J., & Katz, S. (2023). Viewing open education within the technological, pedagogical, content framework: Illustrating educator knowledge, skills and dispositions. Research in Learning Technology, 31. https://doi.org/10.25304/rlt.v31.2829
Van, N. T., Abbas, A. F., Abuhassna, H., Awae, F., & Dike, D. (2021). Digital Readiness for Social Educators in Health Care and Online Learning During COVID-19 Pandemic: A Bibliometric Analysis. International Journal of Interactive Mobile Technologies (iJIM), 15(18), 104–115. https://doi.org/10.3991/ijim.v15i18.25529
Van den Berg, G., & Du Toit-Brits, C. (2023). Adoption and development of OERs and practices for self-directed learning: A South African perspective. Teacher Education through Flexible Learning in Africa (TETFLE), 4(1). https://doi.org/10.35293/tetfle.v4i1.4247
van Riesen, S. A. N., Gijlers, H., Anjewierden, A., & de Jong, T. (2018). The influence of prior knowledge on experiment design guidance in a science inquiry context. International Journal of Science Education, 40(11), 1327–1344. https://doi.org/10.1080/09500693.2018.1477263
Villegas-Ch, W., Buenano-Fernandez, D., Navarro, A. M., & Mera-Navarrete, A. (2025). Adaptive intelligent tutoring systems for STEM education: Analysis of the learning impact and effectiveness of personalized feedback. Smart Learning Environments, 12(1), 41. https://doi.org/10.1186/s40561-025-00389-y
von Davier, M., Kennedy, A., Reynolds, K., Fishbein, B., Khorramdel, L., Aldrich, C., . . . Yin, L. (2024). TIMSS 2023 International Results in Mathematics and Science. Boston College, TIMSS & PIRLS International Study Center. https://doi.org/10.6017/lse.tpisc.timss.rs6460
Xiao, Y., Liu, X., & Zhu, Y. (2024). Disentangling the mechanism of student engagement in online language classrooms from the perspective of Community of Inquiry. Heliyon, 10(11), e31934. https://doi.org/10.1016/j.heliyon.2024.e31934
Yan, Z., & Carless, D. (2022). Self-assessment is about more than self: The enabling role of feedback literacy. Assessment & Evaluation in Higher Education, 47(7), 1116–1128. https://doi.org/10.1080/02602938.2021.2001431
Yassin, E., & Jung, I. (2021). Pedagogical purposes of using open educational resources in STEM education: A case study in a STEM high school in Egypt. International Journal on Open and Distance e-Learning, 7(2), 99–116. https://ijodel.upou.edu.ph/ijodel/article/view/46
Younas, M., Ismayil, I., El-Dakhs, D. A. S., & Anwar, B. (2025). Exploring the impact of artificial intelligence in advancing smart learning in education: A meta-analysis with statistical evidence. Open Praxis, 17(3), 594–610. https://doi.org/10.55982/openpraxis.17.3.842
Yuen, S.-Y., Luo, Z., & Wan, S. W. (2023). Challenges and Opportunities of Implementing Differentiated Instruction amid the COVID-19 Pandemic: Insights from a Qualitative Exploration. Education Sciences, 13(10), 989. https://doi.org/10.3390/educsci13100989
Zhang, X., Tlili, A., Nascimbeni, F., Burgos, D., Huang, R., Chang, T.-W., Jemni, M., & Khribi, M. K. (2020). Accessibility within open educational resources and practices for disabled learners: A systematic literature review. Smart Learning Environments, 7(1), 1. https://doi.org/10.1186/s40561-019-0113-2
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