Revisiting Biology Learning: The Impact of a Cohort-Based Longitudinal Implementation of RQA on Students’ Problem-Solving Skills

Authors

  • Nindiana Choirunisa' State University of Malang
  • Susriyati Mahanal State University of Malang
  • Sulisetijono State University of Malang
  • Siti Zubaidah State University of Malang

DOI:

https://doi.org/10.32502/didaktikabiologi.v10i2.1805

Keywords:

Biology learning, Problem solving skills, Reading–questioning–answering (RQA), cohort-based longitudinal implementation

Abstract

Problem-solving skills are essential competencies in biology education, enabling students to analyze problems, evaluate evidence, and construct logical solutions. Although various learning models have been developed to enhance these skills, most studies have focused on short-term instructional outcomes. Limited research has examined their sustained development through cohort-based longitudinal implementation characterized by stable learning groups, continuous interaction, and shared learning experiences. This study investigated the effect of cohort-based longitudinal implementation of the Reading–Questioning–Answering (RQA) learning model on high school students’ problem-solving skills in biology. A quasi-experimental design involved an experimental group (RQA) and a control group (conventional learning) at SMAN 9 Malang City, Indonesia. The same cohort participated in continuous learning from Grade 10 to Grade 11 over two consecutive semesters, enabling longitudinal examination of skill development. Problem-solving skills were measured using a standardized essay test administered as pretest and posttest. Data were analyzed using ANCOVA and effect size analysis. The results showed a significant effect of the learning model on problem-solving skills (F = 35.711, p < 0.001), with a large effect size (partial η² = 0.217). These findings indicate that cohort-based longitudinal RQA implementation effectively promotes sustained development of problem-solving skills in biology learning.

References

Rahmana, A. Y., & Sofyan, M. A. (2024). Reading questioning answering (RQA) for the empowerment of students’ creative thinking skills. AIP Conference Proceedings, 3106(1), 070017. https://doi.org/10.1063/5.0215239

Chomsriharat, S., & Polyiem, T. (2024). The development of problem-solving of grade 11 students using problem-based learning integrated with questioning strategies. Journal of Green Learning, 4(2), 57–67. https://doi.org/10.53889/jgl.v4i2.414

Choudhar, S., Bi, N., Singh, P. N., & Talwar, P. (2022). Study on Problem Solving Skills and Its Importance. World Journal of English Language, 12(3), 47–54. https://doi.org/10.5430/wjel.v12n3p47

Corebima, A. D., Sulisetijono, S., Siswati, B. H., & Choirunisa, N. (2023). The Comparative Study of The Effects of Inquiry Learning Model, RQA Learning Model, Mixed-Learning Model (Inquiry, RQA, TPA), and Conventional Learning on The Retention of Biology Concept Gaining at Senior High Schools in Indonesia. INTED Proceedings, 1, 1487–1493. https://doi.org/10.21125/inted.2023.0429

English, L. D. (2023). Ways of thinking in STEM-based problem solving. ZDM - Mathematics Education, 55(7), 1219–1230. https://doi.org/10.1007/s11858-023-01474-7

Ergazaki, M., Knippels, M. C., Zabel, J., Pilar, M., Aleixandre, J., & Passmore, C. (2021). Contributions from Biology Education Research Series Editors. Springer. https://doi.org/10.1007/978-3-030-86051-6

Eticha, M. D., Hunde, A. B., & Ketema, T. (2026). The role of a designed problem-solving method with metacognitive scaffolding on students’ conceptual change learning and teachers’ instructional practices in Biology. Thinking Skills and Creativity, 59, 102033. https://doi.org/10.1016/j.tsc.2025.102033

Flavell, J. H. (2024). Metacognitive aspects of problem solving. In Routledge eBooks. https://doi.org/10.4324/9781032646527-16

Ghofur, A., Jatmiko, B., & Sanjaya, I. G. M. (2023). Profile of High School Students’ Problem-Solving Skills and the Application of Problem-Based Learning: A Preliminary Study. Studies in Learning and Teaching, 4(3), 522–536. https://doi.org/10.46627/silet.v4i3.317

Greenstein, L. M. (2012). Assessing 21st century skills: A guide to evaluating mastery and authentic learning. Corwin Press.

Hariyadi, S., Corebima, A. D., Zubaidah, S., & Ibrohim. (2018). Contribution of mind mapping, summarizing, and Questioning in the RQA learning model to genetic learning outcomes. Journal of Turkish Science Education, 15(1), 80–88. https://doi.org/10.12973/tused.10222a

Hedges, L. V. (2025). Interpretation of the Standardized Mean Difference Effect Size When Distributions Are Not Normal or Homoscedastic. Educational and Psychological Measurement, 85(2), 245–257. https://doi.org/10.1177/00131644241278928

Hong, J. L., Liao, C.-Y., Chan, T.-W., & Chang, J.-F. (2023). The Impact of Development-questioning Activities on Students’ Pre-writing Ideas. Proceedings of the 31st International Conference on Computers in Education. https://doi.org/10.58459/icce.2023.1388

Iheaka, V. C. (2025). Diagnosing and correcting violations of normality and constant variance assumptions in multiple ‎linear regression analysis. International Journal of Advanced Statistics and Probability, 12(1), 17–27. https://doi.org/10.14419/8bnsc148

Juhkam, M., Jõgi, A. L., Soodla, P., & Aro, M. (2023). Development of reading fluency and metacognitive knowledge of reading strategies during reciprocal teaching: do these changes actually contribute to reading comprehension? Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1191103

Karamustafaoğlu, O., & Pektaş, H. M. (2023). Developing students’ creative problem solving skills with inquiry-based STEM activity in an out-of-school learning environment. Education and Information Technologies, 28(6), 7651–7669. https://doi.org/10.1007/s10639-022-11496-5

Kayman, F., & Aydın, E. (2026). The role of thinking and problem-solving dispositions on the academic achievement of Turkish language teacher candidates. European Journal of Psychology of Education, 41(1). https://doi.org/10.1007/s10212-026-01064-7

Kaymaz, Ö., Tekindal, M. A., Doğanay Erdoğan, B., & Ateş, C. (2020). Robustness of analysis of covariance (ANCOVA) under the distributions assumptions and variance homogeneity. Eurasian Journal of Veterinary Sciences, 36(1), 58–65. https://doi.org/10.15312/eurasianjvetsci.2020.260

Kedrick, K., Schrater, P., & Koutstaal, W. (2023). The Multifaceted Role of Self-Generated Question Asking in Curiosity-Driven Learning. Cognitive Science, 47(4). https://doi.org/10.1111/cogs.13253

Kim, J., Kim, D. H., & Kwak, S. G. (2024). Comprehensive guidelines for appropriate statistical analysis methods in research. Korean Journal of Anesthesiology, 77(5), 503–517. https://doi.org/10.4097/kja.24016

Koehler, A. A., Fiock, H., Janakiraman, S., Cheng, Z., & Wang, H. (2020). Asynchronous online discussions during case-based learning: A problem-solving process. Online Learning Journal, 24(4), 64–92. https://doi.org/10.24059/olj.v24i4.2332

Korfiatis, K., & Grace, M. (2022). Current Research in Biology Education. Springer Nature. Retrieved from https://link.springer.com/bookseries/16350

Kraft, M. A. (2020). Interpreting Effect Sizes of Education Interventions. Educational Researcher, 49(4), 241–253. https://doi.org/10.3102/0013189X20912798

Kusuma, A. S., & Baskara, Z. W. (2023). Pengaruh Strategi Pembelajaran Reading Questioning and Answering (RQA) Terintegrasi Mind Mapping Terhadap Kterampilan Metakognitif dan Retensi Mahasiswa. Jurnal Ilmiah Profesi Pendidikan, 8(1b), 929–938. https://doi.org/10.29303/jipp.v8i1b.1312

Kuzle, A. (2019). Design and evaluation of practice-oriented materials fostering students’ development of problem-solving competence: The case of working backward strategy. LUMAT, 7(3), 28–54. https://doi.org/10.31129/LUMAT.7.3.401

Laura, G., & Christopher, R. B. (2020). An Examination of Effect Sizes and Statistical Power in Speech, Language, and Hearing Research. Journal of Speech, Language, and Hearing Research, 63(5), 1572–1580. https://doi.org/10.1044/2020_JSLHR-19-00299

Mafarja, N., Mohamad, M. M., Zulnaidi, H., & Fadzil, H. M. (2023). Using of reciprocal teaching to enhance academic achievement: A systematic literature review. In Heliyon (Vol. 9, Number 7). Elsevier Ltd. https://doi.org/10.1016/j.heliyon.2023.e18269

Mahanal, S., Zubaidah, S., Setiawan, D., Maghfiroh, H., & Muhaimin, F. G. (2022). Empowering College Students’ Problem-Solving Skills through RICOSRE. Education Sciences, 12(3). https://doi.org/10.3390/educsci12030196

McCormick, N. J., Clark, L. M., & Raines, J. M. (2015). Engaging Students in Critical Thinking and Problem Solving: A Brief Review of the Literature. Journal of Studies in Education, 5(4), 100. https://doi.org/10.5296/jse.v5i4.8249

Minarik, D., & Bulgren, J. A. (2024). Addressing the Learning Needs of Students with Disabilities Through Effective Questioning. In Creating an Inclusive Social Studies Classroom for Exceptional Learners (pp. 123–134). Emerald Group Publishing Ltd. https://doi.org/10.1108/979-8-88730-647-620251010

Nugroho, A. A., Sajidan, Suranto, & Masykuri, M. (2025). The Effects Of Socio-Scientific Inquiry Based Learning on Students’ Problem-Solving Skills. Journal of Baltic Science Education, 24(1), 149–168. https://doi.org/10.33225/jbse/25.24.149

OECD. (2025). Education at a Glance 2025: OECD Indicators. OECD Publishing. https://doi.org/10.1787/1c0d9c79-en

Pastera, J. M. R., & Gaitano, J. H. (2024). Learners’ Reading Strategies and Comprehension Skills. International Journal of Science and Management Studies (IJSMS), 7(5), 54–70. https://doi.org/10.51386/25815946/ijsms-v7i5p104

Pee, L. G. (2020). Enhancing the learning effectiveness of ill-structured problem solving with online co-creation. Studies in Higher Education, 45(11), 2341–2355. https://doi.org/10.1080/03075079.2019.1609924

Posamentier, A. S., & Krulik, S. (2008). Problem-Solving Strategies for Efficient and Elegant Solutions, Grades 6-12: A Resource for the Mathematics Teacher. Corwin Press. Retrieved from https://books.google.co.id/books?id=x6jpLJttbJ8C

Priemer, B., Eilerts, K., Filler, A., Pinkwart, N., Rösken-Winter, B., Tiemann, R., & Zu Belzen, A. U. (2020). A framework to foster problem-solving in STEM and computing education. Research in Science and Technological Education, 38(1), 105–130. https://doi.org/10.1080/02635143.2019.1600490

Riyadi, Syarifah, T. J., & Nikmaturrohmah, P. (2021). Profile of students’ problem-solving skills viewed from Polya’s four-steps approach and elementary school students. In European Journal of Educational Research, 10(4), 1625–1638). https://doi.org/10.12973/EU-JER.10.4.1625

Rodil, M. S. P. (2024). Gearing towards Efficient Problem Solving: Exploring the Determinants That Influence Success. Journal of Interdisciplinary Studies in Education, 13(2), 120-151. Retrieved from https://eric.ed.gov/?id=EJ1446994

Rohati, R., Marlina, M., Kumalasari, A., & Winarni, S. (2024). Exploring students’ strategies in the problem-solving process on number pattern material. AIP Conference Proceedings, 3024, 50002. https://doi.org/10.1063/5.0204412

Simpson, A. (2023). Benchmarking a Misnomer: A Note on “Interpreting Effect Sizes in Education Interventions.” Educational Researcher, 52(3), 180–182. https://doi.org/10.3102/0013189X20985448

Tóthová, M., & Rusek, M. (2021). Developing Students’ Problem-Solving Skills Using Learning Tasks: An Action Research Project in Secondary School. Acta Chimica Slovenica, 68(4), 1016–1026. https://doi.org/10.17344/acsi.2021.7082

Turker, S., Fumagalli, B., Kuhnke, P., & Hartwigsen, G. (2025). The ‘reading’ brain: Meta-analytic insight into functional activation during reading in adults. Neuroscience & Biobehavioral Reviews, 173. https://doi.org/10.1016/j.neubiorev.2025.106166

Weng, T. S., & Lin, T. H. (2024). Improving students’ problem-solving abilities through answering questions in metaverse games: taking GOXR software as an example. Smart Learning Environments, 11(1). https://doi.org/10.1186/s40561-024-00321-w

Wheatley, C., Beale, N., Wassenaar, T., Graham, M., Eldridge, E., Dawes, H., & Johansen-Berg, H. (2020). Fit to Study: Reflections on designing and implementing a large-scale randomized controlled trial in secondary schools. Trends in Neuroscience and Education, 20. https://doi.org/10.1016/j.tine.2020.100134

Zhang, C., Wang, P., Zeng, X., & Wang, X. (2025). A case study on developing students’ problem-solving skills through interdisciplinary thematic learning. Frontiers in Psychology, 16. https://doi.org/10.3389/fpsyg.2025.1447089

Zhu, X., Sun, Y., Liu, Y., Xu, W., & Cheong, C. M. (2025). Towards a better understanding of integrated writing performance: The influence of literacy strategy use and independent language skills. Assessing Writing, 64. https://doi.org/10.1016/j.asw.2025.100922

Downloads

Published

2026-09-24

How to Cite

Choirunisa’, N., Mahanal, S., Sulisetijono, & Zubaidah, S. (2026). Revisiting Biology Learning: The Impact of a Cohort-Based Longitudinal Implementation of RQA on Students’ Problem-Solving Skills. Didaktika Biologi: Jurnal Penelitian Pendidikan Biologi , 10(2), 105–122. https://doi.org/10.32502/didaktikabiologi.v10i2.1805