Advancing SDG 4: Enhancing Students’ Science Numeracy in Fluid Concepts through the RODE Model
DOI:
10.29303/jppipa.v12i1.13504Published:
2026-01-25Downloads
Abstract
This study examines the application of the RODE (Read, Outline, Discussion, Evaluation) learning approach to improve pre-service teachers' science numeracy skills, aligned with the Sustainable Development Goal 4 (Quality Education). A quantitative study with a one-group pretest-posttest design was conducted with 37 PGSD FKIP UBT students. The assessment of scientific numeracy was conducted via a written examination featuring five distinct indicators related to fluid concepts. Given the non-normal distribution of the data (p < 0.05), the Wilcoxon signed-rank test was utilized. The results demonstrated a statistically significant improvement in skills post-intervention (p < 0.001), with the mean score increasing from 45.57 to 68.94. The computed N-gain score of 0.43 indicates a moderate enhancement in numeracy proficiency. The data indicate a positive trend across all measures; however, the one-group design suggests that these gains should be viewed as indicative improvements within the cohort rather than conclusive evidence of the RODE model's sole causality, as external factors were not controlled. In conclusion, the RODE model is an effective pedagogical framework for enhancing foundational numeracy skills in prospective educators, therefore supporting the formulation of sustainable teaching practices.
Keywords:
Fluid materials Pre-service teachers RODE learning model Science-numeracy skills SDG 4References
Albareda-Tiana, S., Vidal-Raméntol, S., Pujol-Valls, M., & Fernández-Morilla, M. (2018). Holistic approaches to develop sustainability and research competencies in pre-service teacher training. Sustainability (Switzerland), 10(10). https://doi.org/10.3390/su10103698
Alfazriani, R. S., Rahayu, P., & Suwangsih, E. (2024). Pengaruh Model Kooperatif Tipe Teams Games Tournament (TGT) Berbantuan Media Wordwall Terhadap Kemampuan Literasi Siswa Sekolah Dasar. Competitive: Journal of Education, 2(4), 229–237. https://doi.org/10.58355/competitive.v3i4.108 Vol.
Angganing, P., Budiningsih, C. A., & Haryanto, haryanto. (2022). The Profile Of Students’ Communication Skills On Science Learning In Elementary Schools. Pegem Journal of Education and Instruction, 13(1), 117–124. https://doi.org/10.47750/pegegog.13.01.14
Asri, M. N., & Maysarah, S. (2025). Differences in High School Student’s Numeracy Literacy Skills trough Problem-Based Learning and Discovery Learning Models. Jurnal Riset Pendiikan Matematika, 11(2), 156–170. https://doi.org/10.21831/jrpm.v11i2.79084
Bøe, M. V., Lauvland, A., & Henriksen, E. K. (2025). How Motivation for Undergraduate Physics Interacts With Learning Activities in a System With Built‐In Autonomy. Science Education, 109(2), 506–522. https://doi.org/10.1002/sce.21912
Choirunnisa, N. L., Suryanti, & Rahmawati, D. (2023). Effectiveness of STEAM Learning Based on “Robotis” Projects to Improve Science Literacy of Elementary School Students. Jurnal Penelitian Pendidikan IPA, 9(6), 4836–4841. https://doi.org/10.29303/jppipa.v9i6.3524
Fatih, M., Alfi, C., & Muqtafa, M. A. (2024). Science Learning Game (SLG) Based on Augmented Reality Enhances Science Literacy and Critical Thinking Students Skills. Jurnal Penelitian Pendidikan IPA, 10(2), 973–981. https://doi.org/10.29303/jppipa.v10i2.6107
Febrila, P. Z., Yerimadesi, Andromeda, & Alizar. (2024). Development of Salt Hydrolysis Module Based on Problem Based Learning Integrated with TPACK to Improve Numeracy Literacy Skills of Phase F SMA Students. Jurnal Penelitian Pendidikan IPA, 10(10), 7861–7872. https://doi.org/10.29303/jppipa.v10i10.8615
Ferniawan, Ramdani, A., Rokhmat, J., Jufri, A. W., & Sukarso, A. A. (2025). Research Trends of SDGs Integrated Science Interactive Learning Media to Improve Students ’ Science Literacy : Bibliometric Analysis. Jurnal Penelitian Pendidikan IPA, 11(1), 20–29. https://doi.org/10.29303/jppipa.v11i1.9959
Gelbgiser, D., & Gabay-egozi, L. (2025). The gendered value of education in the ‘ college-for-all ’ era and the role of literacy and numeracy skills. Research in Social Stratification and Mobility, 99, 101074. https://doi.org/10.1016/j.rssm.2025.101074
Hariyadi, S., Santosa, T. A., & Sakti, B. P. (2023). Effectiveness of STEM-Based Mind Mapping Learning Model to Improve Students ’ Science Literacy in the Era of Revolution. Jurnal Penelitian Pendidikan IPA, 9(10), 791–799. https://doi.org/10.29303/jppipa.v9i10.5125
Hartono, H., Susanti, R., & Ariska, M. (2022). Science Process Skills Analysis of Junior High School Students in South Sumatera Using Test Basic of Process Skill (BAPS). Jurnal Penelitian Pendidikan IPA, 8(5), 2184–2190. https://doi.org/10.29303/jppipa.v8i5.2276
Hidayah, I. R., Sa’dijah, C., Anwar, L., Yerizon, Y., & Arnawa, I. M. (2025). Empowering Students’ Numeracy Skills: Mathematics Teachers’ Perceptions Regarding The Effectiveness And Challenges of Indonesian National Curriculum And The Programs – A Mixed Method Study. Journal of Mathematics Education, 14(1), 163–188. https://doi.org/10.22460/infinity.v14i1.p163-188
Kamila, H. R., Cahyaningrum, S. E., & Sanjaya, I. G. M. (2023). Effectiveness of Differentiated Learning Materials Oriented toward Nature of Science to Improve Scientific Literacy Skills. Jurnal Penelitian Pendidikan IPA, 9(4), 1968–1973. https://doi.org/10.29303/jppipa.v9i4.2995
Kusuma, A. E., Munirotunnisa, Ridwan, Rusmansyah, & Wulandari, S. (2024). Implementation of RODE Learning Model: Improving Science Learning Outcomes of Junior High School. Jurnal Penelitian Pendidikan IPA, 10(2), 799–810. https://doi.org/10.29303/jppipa.v10i2.6297
Kusuma, A. E., Wasis, Susantini, E., & Rusmansyah. (2022). The Effect of Rode Learning Model on Enhancing Students Communication Skills. Studies in Learning and Teaching, 3(3), 132–140. https://doi.org/10.46627/silet.v3i3.170
Kusumawati, N. (2017). Pengaruh Kemampuan Komunikasi dan Pemecahan Masalah Matematika terhadap Hasil Belajar Siswa dengan Pembelajaran Realistic Mathematic Education (RME). Delta: Jurnal Ilmiah Pendidikan Matematika, 1(1), 104–113. https://doi.org/10.31941/delta.v1i1.467
Leal Filho, W., Frankenberger, F., Salvia, A. L., Azeiteiro, U., Alves, F., Castro, P., Will, M., Platje, J., Lovren, V. O., Brandli, L., Price, E., Doni, F., Mifsud, M., & Ávila, L. V. (2021). A framework for the implementation of the Sustainable Development Goals in university programmes. Journal of Cleaner Production, 299(3), 126915. https://doi.org/10.1016/j.jclepro.2021.126915
Listianingrum, S. A., Istiyono, E., Zakwandi, R., & Chusni, M. M. (2023). The assessment of student numeracy ability for sustainable learning in Indonesia: A study in a high school science class. Momentum: Physics Education Journal, 7(1), 136–144. https://doi.org/10.21067/mpej.v7i1.7724
Mastuang, M., Misbah, M., Arlinda, R., Muhammad, N., Harto, M., Qamariah, Q., & Murshed, M. B. (2025). Trends And Research Patterns of Blended Learning In Science Education : A VOSviewer-based Bibliometric Analysis. Journal of Environment and Sustainability Education, 3(4), 485–499. https://doi.org/10.62672/joease.v3i4.67
Mesfin, Genie, Poudel, N., Paolucci, F., & Ngorsuraces, S. (2024). Choice Consistency in Discrete Choice Experiments: Does Numeracy Skill Matter? Journal Direct, 27(11), 1594–1604. https://doi.org/10.1016/j.jval.2024.07.001
Nafaida, R., Pandia, E. S., Fitria, D., Nursamsu, N., & Manurung, N. (2023). Emergence of Scientific Literacy in Science E-Module Learning Devices. Jurnal Penelitian Pendidikan IPA, 9(9), 7547–7552. https://doi.org/10.29303/jppipa.v9i9.4949
Novaldy, M., Wahab, N. D., Wasis, & Yuliani. (2024). The Effectiveness of Scientific Literacy Based Learning Device to Improve Junior High School Students Scientific Literacy. Jurnal Penelitian Pendidikan IPA, 10(9), 6405–6414. https://doi.org/10.29303/jppipa.v10i9.8573
Nuri, B., Isnani, W., & Rizani, F. (2025). Development of Desmos Application Design Integrated PBL Assisted Liveworksheet Based on Mathematical Literacy in AKM Preperation Efforts. Jurnal Penelitian Pendidikan IPA, 11(1), 265–274. https://doi.org/10.29303/jppipa.v11i1.9940
OECD. (2023). PISA 2022 Results Factsheets Indonesia (Vol. 1, pp. 1–9). OECD Publishing.
Pudjastuti, K. T., Agustika, G. N. S., & Wiyasa, I. K. N. (2024). Improving the Numeracy Skills Elementary School Students by Problem Based Learning Model. MIMBAR PGSD Undiksha, 12(1), 57–63. https://doi.org/10.23887/jjpgsd.v12i1.69233
Purnadewi, G. A. A., & Widana, I. W. (2023). Improving Students’ Science Numeration Capability Through The Implementation of the PBL Model Based On Local Wisdom. Indonesian Journal of Educational Development (IJED), 4(3), 307–317. https://doi.org/10.59672/ijed.v4i3.3252
Putra, I. M. T. P., Sudiatmika, A. A. I. A. R., & Suardana, I. N. (2023). Effectiveness of E-LKPD IPA through Socioscientific Inquiry Based Learning (SSIBL) Model to Improve Students’ Scientific Literacy Skills. Jurnal Penelitian Pendidikan IPA, 9(8), 6337–6344. https://doi.org/10.29303/jppipa.v9i8.3957
Qotrunnada, N. A., & Prahani, B. K. (2022). Profile of PBL Model Assisted by Digital Books to Improve Problem Solving Ability of High School Students on Dynamic Fluids. Jurnal Penelitian Pendidikan IPA, 8(3), 1175–1183. https://doi.org/10.29303/jppipa.v8i3.1451
Rahayu, S. S., Kusuma, A. E., & Widyawati, E. (2024). Enhancing Junior High School Students ’ Mathematics Enhancing Junior High School Students ’ Mathematics Communication Skills Through Rode Learning Model. Mathematics Education And Application Journal (META), 6(2), 78–89. https://doi.org/10.35334/meta.v6i2.6312
Rakhmawati, Y., & Mustadi, A. (2022). The Circumstances of Literacy Numeracy Skill: Between Notion and Fact From Elementary School Students. Jurnal Prima Edukasia, 10(1), 9–18. Retrieved from https://journal.uny.ac.id/index.php/jpe/article/view/36427/pdf
Ranak, L., Rustam, R., & Ero, P. E. L. (2023). Evaluation and effects of STEAM-PBL on mathematics interest and numeracy skills on elementary school. Jurnal Riset Pendidikan Matematika, 10(2), 199–210. https://doi.org/10.21831/jrpm.v10i2.67251
Rosalina, E., & Febriandi, R. (2025). Animation Media for Elementary School Students: Efforts to Improve Numeracy Skills. Jurnal Penelitian Pendidikan IPA, 11(6), 445–452. https://doi.org/10.29303/jppipa.v11i6.11113
Ruqoyyah, S., Savira Wardani, D., Aprianti, E., & Anggraeni, I. (2025). MoniMoney and Teams Games Tournament: Contextual Learning Innovation to Improve Numeracy Literacy in Elementary Schools Ineke Anggraeni/ MoniMoney and Teams Games Tournament: Contextual Learning Innovation to Improve Numeracy Literacy in Elementary Schoo. Jurnal Pendidikan Dan Pembelajaran, 6(1), 425–444. https://doi.org/10.62775/edukasia.v6i1.1436
Sesmiyanti, S., Antika, R., & Suharni, S. (2019). N-Gain Algorithm for Analysis of Basic Reading. Proceedings of the Proceedings of the 2nd International Conference on Language, Literature and Education. https://doi.org/10.4108/eai.19-7-2019.2289527
Siska, & Maarif, S. (2023). The Science, Technology, Engineering, Mathematics (STEM)-based Problem-Based Learning (PBL) Learning Model on the Numeracy Skills. Mimbar PGSD Undiksha, 11(2), 209–215. https://doi.org/10.23887/jjpgsd.v11i2.64836
Siswandari, P., Nais, M. K., & Rahmawati, F. (2025). Understanding Science-Contextualized Numeracy : A Study of Grade XI Students in the Bandung Area. Jurnal Penelitian Pendidikan IPA, 11(10), 471–478. https://doi.org/10.29303/jppipa.v11i10.12666
Sole, F. B. (2021). Implementation of STEM-Based Learning for Strengthening Science Literacy of Students. Jurnal Penelitian Pendidikan IPA, 7(SpecialIssue), 382–388. https://doi.org/10.29303/jppipa.v7iSpecialIssue.1266
Supartin, Buhungo, T. J., Arbie, A., & Katili, S. (2024). Practicality of the OPthree Learning Model Assisted by Google Sites Based on Pancasila Student Profiles to Practice Students’ Scientific Literacy Skills. Jurnal Penelitian Pendidikan IPA, 10(6), 3017–3023. https://doi.org/10.29303/jppipa.v10i6.6947
Taufik, A., Yoga Vandita, L., & Hasan Ashari, L. (2024). Enhancing Literacy and Numeracy through Problem-Based Learning in Elementary Schools. Community Service Research Innovation (CSRI), 1(2), 55–64. https://doi.org/10.5281/zenodo.12155896
UNESCO. (2017). Education for Sustainable Development Goals Learning Objectives. United Nations Educational, Scientific and Cultural Organization.
Viyanti, Ramayani, D. L., & Rosidin, U. (2023). Development of Assessment Instruments in Project-Based Learning to Measure Students Scientific and Numeracy Literacy Ability on Harmonic Vibration Materials. Jurnal Penelitian Pendidikan IPA, 9(7), 5039–5048. https://doi.org/10.29303/jppipa.v9i7.2408
Wahyuni, S., Ilham, B., & Nureeyawaji. (2024). Evaluating Stem-Based Reform Teaching Observation Protocol To Enhance Students’ Communication Skills in the Context of Sustainable Development Goals in Science Learning. Jurnal Pendidikan IPA Indonesia, 13(3), 401–410. https://doi.org/10.15294/c97mez74
Wardani, A. D. P., Fadly, W., & David, M. (2024). Integrative Science Education and Teaching Activity Journal Improving Contextualized Problem-Solving Skills in 8 th Grade Students Through " Digestive System " Problem-Oriented Learning. Integrative Science Education and Teaching Activity Journal, 5(1), 47–60. https://doi.org/10.21154/insecta.v5i1.8856
Widiartini, K. L., Artawan, P., & Tika, I. N. (2025). The Influence of the Tri Kaya Parisudha-Based Discovery Learning Model on Science Literacy and Science Learning Outcomes in Junior High School Students. Jurnal Penelitian Pendidikan IPA, 11(7), 198–205. https://doi.org/10.29303/jppipa.v11i7.11517
Winarno, W., Muchtarom, M., & Fauziyah, H. (2024). Readiness and efforts of civics teachers in developing literacy and numeracy skills. Journal of Education and Learning (EduLearn), 18(4), 1209–1223. https://doi.org/10.11591/edulearn.v18i4.21425
Yennita, Y., Al Fatihah, A., Zulirfan, Z., & Osman, K. (2024). the Change in Students’ Communication and Collaboration Skills Through Time Token Cooperative Learning Model. Jurnal Pendidikan IPA Indonesia, 13(2), 313–324. https://doi.org/10.15294/n77t7q82
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