Vol. 11 No. 9 (2025): September
Open Access
Peer Reviewed

Meta-Analysis: The Effectiveness of Differentiated Learning on Student Learning Outcomes in Science Subjects

Authors

DOI:

10.29303/jppipa.v11i9.12173

Published:

2025-09-25

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Abstract

The diversity of student learning styles is one of the internal factors that influences student learning outcomes. Differentiated instruction is a learning approach that emphasizes learning methods adapted to student’s diversity. This study aims to examine the impact of differentiated instruction on student’s learning outcomes in science education. This study is a meta-analysis that reviewed 10 articles Article were collected by Publish or Perish software with Crosseff as the database and the article selection used PRISMA. Data were analyzed according to the meta-analysis method, including the research bias test, effect size calculation of each article, heterogeneity test, and point estimation test. The result showed that the differentiated instruction in science learning gives a large effect on student’s learning outcomes by the value of the effect size is 1,136. It means that the differentiated instruction learning has a significant and large effect on student learning outcomes in science learning. Based on this study, the differentiated instruction can be used as a recommendation for teachers to implement in order to improve student’s learning outcomes. In addition, this study also expected to inspire other research to examine the characteristics of each other article to determine the factors that influence the result of differences in effect size of each article.

Keywords:

Differentiated instruction Learning outcomes Meta-analysis

References

Abdulrahaman, M. D., Faruk, N., Oloyede, A. A., Surajudeen-Bakinde, N. T., Olawoyin, L. A., Mejabi, O. V., Imam-Fulani, Y. O., Fahm, A. O., & Azeez, A. L. (2020). Multimedia tools in the teaching and learning processes: A systematic review. Heliyon, 6(11), e05312. https://doi.org/10.1016/j.heliyon.2020.e05312

Adare, A. A., Li, Y., & Gebresilase, B. M. (2023). Assessing Practices and Challenges in Implementing Differentiated Instruction in Mingde Primary School. Open Journal of Social Sciences, 11(02), 79–100. https://doi.org/10.4236/jss.2023.112007

Afonso, J., Ramirez-Campillo, R., Clemente, F. M., Büttner, F. C., & Andrade, R. (2024). The Perils of Misinterpreting and Misusing “Publication Bias” in Meta-analyses: An Education Review on Funnel Plot-Based Methods. Sports Medicine, 54(2), 257–269. https://doi.org/10.1007/s40279-023-01927-9

Agustav, F., Dwi Cahaya Nurani, & Esti Susiloningsih. (2025). Pengaruh Pembelajaran Berdiferensiasi Terhadap Pemahaman Siswa Pada Pembelajaran IPAS Kelas IV Sekolah Dasar. BADA’A: Jurnal Ilmiah Pendidikan Dasar, 7(1), 129–140. https://doi.org/10.37216/badaa.v7i1.2148

Almalik, O., Zhan, Z., & Van Den Heuvel, E. R. (2021). Tests for publication bias are unreliable in case of heteroscedasticity. Contemporary Clinical Trials Communications, 22, 100781. https://doi.org/10.1016/j.conctc.2021.100781

Ariesta, F. W. (2025). Optimizing Elementary Student Learning Outcomes through Differentiated Instruction Based on Learning Styles. Jurnal IlmiahSekolah Dasar, 9(2), 356–364. https://doi.org/10.23887/jisd.v9i2.94754

Astiti, N. D., Mahadewi, L. P. P., & Suarjana, I. M. (2021). Faktor Yang Mempengaruhi Hasil Belajar IPA. Mimbar Ilmu, 26(2), 193. https://doi.org/10.23887/mi.v26i2.35688

Bartoš, F., Maier, M., Shanks, D. R., Stanley, T. D., Sladekova, M., & Wagenmakers, E.-J. (2023). Meta-analyses in psychology often overestimate evidence for and size of effects. Royal Society Open Science, 10(7). https://doi.org/10.1098/rsos.230224

Burke, C. M., Montross, L. P., & Dianova, V. G. (2024). Beyond the Classroom: An Analysis of Internal and External Factors Related to Students’ Love of Learning and Educational Outcomes. Data, 9(6), 81. https://doi.org/10.3390/data9060081

Chaudhary, P., & Singh, R. K. (2022). A Meta Analysis of Factors Affecting Teaching and Student Learning in Higher Education. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.824504

Dalila, A. A., Rahmah, S., Liliawati, W., & Kaniawati, I. (2022). Effect of Differentiated Learning in Problem Based Learning on Cognitive Learning Outcomes of High School Students. Jurnal Penelitian Pendidikan IPA, 8(4), 2116–2122. https://doi.org/10.29303/jppipa.v8i4.1839

Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2), 97–140. https://doi.org/10.1080/10888691.2018.1537791

Deng, R., Benckendorff, P., & Gao, Y. (2022). Limited usefulness of learning style instruments in advancing teaching and learning. The International Journal of Management Education, 20(3), 100686. https://doi.org/10.1016/j.ijme.2022.100686

El-Sabagh, H. A. (2021). Adaptive e-learning environment based on learning styles and its impact on development students’ engagement. International Journal of Educational Technology in Higher Education, 18(1). https://doi.org/10.1186/s41239-021-00289-4

Fernández-Castilla, B., Jamshidi, L., Declercq, L., Beretvas, S. N., Onghena, P., & Van Den Noortgate, W. (2020). The application of meta-analytic (multi-level) models with multiple random effects: A systematic review. Behavior Research Methods, 52(5), 2031–2052. https://doi.org/10.3758/s13428-020-01373-9

Goyibova, N., Muslimov, N., Sabirova, G., Kadirova, N., & Samatova, B. (2025). Differentiation approach in education: Tailoring instruction for diverse learner needs. MethodsX, 14, 103163. https://doi.org/10.1016/j.mex.2025.103163

Guo, P., Saab, N., Post, L. S., & Admiraal, W. (2020). A review of project-based learning in higher education: Student outcomes and measures. International Journal of Educational Research, 102, 101586. https://doi.org/10.1016/j.ijer.2020.101586

Haelermans, C. (2022). The Effects of Group differentiation by students’ learning strategies. Instructional Science, 50(2), 223–250. https://doi.org/10.1007/s11251-021-09575-0

Hidayat, N., Ruhiat, Y., Anriani, N., & Suryadi, S. (2024). The Impact of Differentiated Learning, Adversity Intelligence, and Peer Tutoring on Student Learning Outcomes. IJORER : International Journal of Recent Educational Research, 5(3), 537–548. https://doi.org/10.46245/ijorer.v5i3.586

Holst, J., Brock, A., Singer-Brodowski, M., & De Haan, G. (2020). Monitoring Progress of Change: Implementation of Education for Sustainable Development (ESD) within Documents of the German Education System. Sustainability, 12(10), 4306. https://doi.org/10.3390/su12104306

Holzmeister, F., Johannesson, M., Böhm, R., Dreber, A., Huber, J., & Kirchler, M. (2024). Heterogeneity in effect size estimates. Proceedings of the National Academy of Sciences, 121(32). https://doi.org/10.1073/pnas.2403490121

Kahmann, R., Droop, M., & Lazonder, A. W. (2022). Meta-analysis of professional development programs in differentiated instruction. International Journal of Educational Research, 116, 102072. https://doi.org/10.1016/j.ijer.2022.102072

Langelaan, B. N., Gaikhorst, L., Smets, W., & Oostdam, R. J. (2024). Differentiating instruction: Understanding the key elements for successful teacher preparation and development. Teaching and Teacher Education, 140, 104464. https://doi.org/10.1016/j.tate.2023.104464

Lin, L., Chu, H., Murad, M. H., Hong, C., Qu, Z., Cole, S. R., & Chen, Y. (2018). Empirical Comparison of Publication Bias Tests in Meta-Analysis. Journal of General Internal Medicine, 33(8), 1260–1267. https://doi.org/10.1007/s11606-018-4425-7

Lockett, A. (2025). Systematic review and meta-analysis in clinical trials. Medicine, 53(6), 364–367. https://doi.org/10.1016/j.mpmed.2025.04.004

Maryanti, N., & Sartono, E. K. E. (2024). The Influence of Differentiated Learning Strategies by Paying Attention to Different Learning Styles of Students to Improve Science Learning Outcomes. Jurnal Penelitian Pendidikan IPA, 10(12), 9991–10000. https://doi.org/10.29303/jppipa.v10i12.8982

McKenzie, J. E., & Veroniki, A. A. (2024). A brief note on the random-effects meta-analysis model and its relationship to other models. Journal of Clinical Epidemiology, 174, 111492. https://doi.org/10.1016/j.jclinepi.2024.111492

Mohsenipouya, H., Monsefi, S. F., Hosseinnataj, A., Mamun, M. A., & Al-Mamun, F. (2024). The effect of learning styles on the academic achievement of nursing students: A cross-sectional study. BMC Research Notes, 17(1). https://doi.org/10.1186/s13104-024-06949-8

Muhab, S., Rini, T. D. S., Erdawati, E., & Irwanto, I. (2024). Evaluation of Differentiated Learning in Chemistry by Using the CIPP Evaluation Model. Jurnal Penelitian Pendidikan IPA, 10(2), 923–939. https://doi.org/10.29303/jppipa.v10i2.5985

Mukhibat, M. (2023). Differentiate Learning Management to Optimize Student Needs and Learning Outcomes in An Independent Curriculum. QALAMUNA: Jurnal Pendidikan, Sosial, Dan Agama, 15(1), 73–82. https://doi.org/10.37680/qalamuna.v15i1.2386

Nuijten, M. B., Van Assen, M. A. L. M., Augusteijn, H. E. M., Crompvoets, E. A. V., & Wicherts, J. M. (2020). Effect Sizes, Power, and Biases in Intelligence Research: A Meta-Meta-Analysis. Journal of Intelligence, 8(4), 36. https://doi.org/10.3390/jintelligence8040036

Oktoma, E., Nugroho, M. A. B., Suryana, Y., & Jamal, M. (2025). Differentiated Learning in Teaching English Subject of The Merdeka Curriculum. IJORER : International Journal of Recent Educational Research, 6(2), 362–378. https://doi.org/10.46245/ijorer.v6i2.775

Pascu, M. (2024). The contribution of students’ learning styles to competences development through the use of Kahoot learning platform. Cogent Education, 11(1). https://doi.org/10.1080/2331186x.2024.2352320

Pozas, M., Letzel-Alt, V., & Schwab, S. (2023). The effects of differentiated instruction on teachers’ stress and job satisfaction. Teaching and Teacher Education, 122, 103962. https://doi.org/10.1016/j.tate.2022.103962

Rahmawati, A., Juandi, D., & Yulianti, K. (2023). Meta Analisis: Pengaruh Model Pembelajaran Creative Problem Solving (CPS) Terhadap Kemampuan Berpikir Kreatif Matematis. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(2), 2202. https://doi.org/10.24127/ajpm.v12i2.6858

Saleh, A. R., & Hafid, N. A. (2025). Transforming Education: Insights from Differentiated Instruction In Indonesia - A Meta-Analysis. Biology and Biology Education Journal, 2(01), 23–37. https://doi.org/10.62330/bioteach.v2i01.248

Santoso, F. A., & Airlanda, G. S. (2022). Efektivitas Model Pembelajaran Discovery Learning dan Problem Solving terhadap Hasil Belajar IPA pada Siswa Sekolah Dasar. Jurnal Basicedu, 6(3), 3783–3791. https://doi.org/10.31004/basicedu.v6i3.2715

Shaidullina, A. R., Orekhovskaya, N. A., Panov, E. G., Svintsova, M. N., Petyukova, O. N., Zhuykova, N. S., & Grigoryeva, E. V. (2023). Learning styles in science education at university level: A systematic review. Eurasia Journal of Mathematics, Science and Technology Education, 19(7), em2293. https://doi.org/10.29333/ejmste/13304

Shirazi, S. (2017). Student experience of school science. International Journal of Science Education, 39(14), 1891–1912. https://doi.org/10.1080/09500693.2017.1356943

Sitorus, P., Tumanggor, R. M., Sigiro, M., Simanullang, E. N., & Laia, I. S. A. (2022). Pengaruh Strategi Pembelajaran Berdiferensiasi terhadap Hasil Belajar Peserta Didik Kelas VIII SMP Negeri 2 Manduamas. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 5(8), 2883–2890. https://doi.org/10.54371/jiip.v5i8.768

Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Stamenkovic, P. (2023). Facts and objectivity in science. Interdisciplinary Science Reviews, 48(2), 277–298. https://doi.org/10.1080/03080188.2022.2150807

Stanley, T. D., Doucouliagos, H., & Ioannidis, J. P. A. (2022). Beyond Random Effects: When Small-Study Findings Are More Heterogeneous. Advances in Methods and Practices in Psychological Science, 5(4). https://doi.org/10.1177/25152459221120427

Subandiyah, H., Nasrullah, R., Ramadhan, R., Supratno, H., Raharjo, R. P., & Lukman, F. (2025). The impact of differentiated instruction on student engagement and achievement in Indonesian language learning. Cogent Education, 12(1). https://doi.org/10.1080/2331186x.2025.2516378

Suciani, N. K., Sudarma, I. K., & Bayu, G. W. (2022). The Impact of Learning Style and Learning Motivation on Students’ Science Learning Outcomes. MIMBAR PGSD Undiksha, 10(2), 395–401. https://doi.org/10.23887/jjpgsd.v10i2.49811

Taş, H., & Minaz, M. B. (2024). The Effects of Learning Style-Based Differentiated Instructional Activities on Academic Achievement and Learning Retention in the Social Studies Course. Sage Open, 14(2). https://doi.org/10.1177/21582440241249290

Wijaya, B. A., Wantini, Perawironegoro, D., & Bustam, B. M. R. (2024). The Impact of Differentiated Learning in the Merdeka Belajar Curriculum on Elementary School Literacy as the Object of the Kampus Mengajar Program. Jurnal Ilmiah Sekolah Dasar, 8(1), 22–33. https://doi.org/10.23887/jisd.v8i1.68107

Yantoro, Sholeh, M., Amalia, A. L., & Marmoah, S. (2023). Implementation of Differentiated Learning of Sekolah Penggerak Program in Learning in Elementary Schools. Jurnal Penelitian Pendidikan IPA, 9(12), 12191–12199. https://doi.org/10.29303/jppipa.v9i12.5785

Yunita, E., Rachmawati, F., & Hilaliyah, T. (2023). Meta Analisis Penerapan Pembelajaran Berdiferensiasi untuk Meningkatkan Hasil Belajar Siswa. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 6(10), 7499–7505. https://doi.org/10.54371/jiip.v6i10.2971

Zurita-Alarcón, G., & Álvarez-Gómez, C. (2024). Influence of Learning Style Preferences on Written Communication Skills in a Blended Learning Environment. Profesional de La Información, 33(1). https://doi.org/10.3145/epi.2024.0001

Author Biographies

I G. A. A. Dyah Armayanti, Universitas Pendidikan Ganesha

Author Origin : Indonesia

I Wayan Redhana, Universitas Pendidikan Ganesha

Author Origin : Indonesia

I Nyoman Tika, Universitas Pendidikan Ganesha

Author Origin : Indonesia

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How to Cite

Armayanti, I. G. A. A. D., Redhana, I. W., & Tika, I. N. (2025). Meta-Analysis: The Effectiveness of Differentiated Learning on Student Learning Outcomes in Science Subjects. Jurnal Penelitian Pendidikan IPA, 11(9), 27–34. https://doi.org/10.29303/jppipa.v11i9.12173