Visual Scaffolding in Discovery Learning: Reducing Cognitive Load to Enhance Mastery of Abstract Biological Concepts
Country:
(1) Science Education Study Program, Universitas Negeri Surabaya, Indonesia
(2) Science Education Study Program, Universitas Negeri Surabaya, Indonesia
(3) General Science Education Study Program, Yala Rajaphat, Thailand
The complexity of physiological processes in the digestive system often poses significant cognitive challenges for junior high school students, leading to suboptimal conceptual mastery. Conventional learning materials often lack the visual scaffolding needed to help students organize abstract concepts. This study aims to develop Visual Mind Map Worksheets integrated with the Discovery Learning model and to analyze their validity, practicality, and effectiveness in improving students' understanding of science concepts. This research utilized a Research and Development (R&D) design following the 4-D model (Define, Design, Develop, and Disseminate). The trial sample consisted of 28 eighth-grade students at Asa Cendekia Junior High School, selected using purposive sampling. Data were collected using expert validation sheets, learning implementation observation rubrics, and a written test measuring cognitive levels C2 (Understanding), C3 (Applying), and C4 (Analyzing). The data were analyzed using descriptive statistics, paired sample t-tests, and N-gain scores. The results indicated that the developed product met the criteria for high feasibility. Expert validation yielded an average score of 3.90 (Very Valid), while the practicality test showed a 98% implementation rate of learning activities (Very Practical). Statistical analysis revealed a significant difference between pretest and posttest scores (p = 0.000 < 0.05). Furthermore, the N-gain analysis demonstrated an improvement in the "Medium" category across all indicators, with a hierarchical achievement pattern: Understanding (0.635), Applying (0.416), and Analyzing (0.444). These findings conclude that the Visual Mind Map Worksheet is a feasible and effective instructional tool. By leveraging visual organization, the worksheet acts as a cognitive scaffold that helps students reconstruct complex biological information into a coherent understanding.
Keywords: visual mind map-based worksheets, discovery learning, science concept understanding, digestive system.
Abramovich, S., & Connell, M. L. (2021). Probability and statistical data analysis. Developing Deep Knowledge in Middle School Mathematics, 367–408. https://www.scopus.com/inward/record.uri?eid=2-s2.0-105017749861&partnerID=40&md5=4ba2f99b67289a82f25026230d8165d3
AL Subaie, A. M. B. (2025). Effectiveness of mind-mapping in activating university students’ prior knowledge to enhance learning and comprehension. Journal of Educational and Social Research, 15(5), 280–296. https://doi.org/10.36941/jesr-2025-0176
Alam, S., & Hamzah, R. A. (2025). The role of parental involvement in promoting education for sustainability in primary schools. Asian Education and Development Studies, 14(3), 563–578. https://doi.org/https://doi.org/10.1108/AEDS-07-2024-0151
Alfieri, L., Brooks, P. J., Aldrich, N. J., & Tenenbaum, H. R. (2011). Does Discovery-Based instruction enhance learning? Journal of Educational Psychology, 103(1), 1–18. https://doi.org/10.1037/a0021017
Amaral, C. R., Riyanto, Y., Dewi, U., & Mones, A. Y. (2025). The effectiveness of collaborative learning based on mobile learning in a learning management system to improve science competence in biology education students. Edelweiss Applied Science and Technology, 9(5), 1776–1787. https://doi.org/10.55214/25768484.v9i5.7287
Astriani, D., Susilo, H., Suwono, H., Lukiati, B., & Purnomo, A. R. (2020). Mind mapping in learning models: A tool to improve student metacognitive skills. International Journal of Emerging Technologies in Learning, 15(6), 4–17. https://doi.org/10.3991/IJET.V15I06.12657
Bakri, F., Wulandari, S., & Muliyati, D. (2020). Students worksheet with augmented reality media: Scaffolding higher order thinking skills of high school students on uniform accelerated motion topic. Journal of Physics: Conference Series, 1521(2). https://doi.org/10.1088/1742-6596/1521/2/022040
Balim, A. G. (2009). The effects of discovery learning on students’ success and inquiry learning skills. Eurasian Journal of Educational Research, 35(35), 1–20. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867688826&partnerID=40&md5=b5fe3e73849a5a218a87356e8ed4ad63
Bernárdez, B., Durán, A., Parejo, J. A., Juristo, N., & Ruiz-Cortés, A. (2022). Effects of mindfulness on conceptual modeling performance: a series of experiments. IEEE Transactions on Software Engineering, 48(2), 432–452. https://doi.org/10.1109/TSE.2020.2991699
Buzan, T. (2024). Mind map mastery: The complete guide to learning and using the most powerful thinking tool in the universe. Jaico Publishing House.
Conklin, J. (2005). A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives, complete edition. JSTOR.
Courtney, N. A., Smith, M. K., & Esparza, D. (2025). Community college biology students’ understanding of Vision and Change core concepts. Journal of Microbiology & Biology Education, 26(2). https://doi.org/https://doi.org/10.1128/jmbe.00211-24
Damiani, S., Freije, G., Rudner, A. D., Wheaton, K., & D’Ambrosio, L. M. (2025). Coupling discovery-based learning and apprenticeship research experiences: a novel undergraduate laboratory course model. Journal of Microbiology & Biology Education, 26(2). https://doi.org/https://doi.org/10.1128/jmbe.00073-25
de Jong, T., Lazonder, A. W., Chinn, C. A., Fischer, F., Gobert, J., Hmelo-Silver, C. E., Koedinger, K. R., Krajcik, J. S., Kyza, E. A., Linn, M. C., Pedaste, M., Scheiter, K., & Zacharia, Z. C. (2024). Beyond inquiry or direct instruction: Pressing issues for designing impactful science learning opportunities. Educational Research Review, 44, 100623. https://doi.org/https://doi.org/10.1016/j.edurev.2024.100623
DiNapoli, J., & Miller, E. K. (2022). Recognizing, supporting, and improving student perseverance in mathematical problem-solving: The role of conceptual thinking scaffolds. The Journal of Mathematical Behavior, 66, 100965. https://doi.org/https://doi.org/10.1016/j.jmathb.2022.100965
Dwijayanti, L. M., Na’Im, M., & Soepeno, B. (2020). The effect of discovery learning under mind mapping on students’ results of history learning at SMAN 1 Tenggarang. IOP Conference Series: Earth and Environmental Science, 485(1). https://doi.org/10.1088/1755-1315/485/1/012003
Erwinsyah, E., & Ubaedillah, I. (2025). Tracking perception of the discovery learning model and motivation to learn biology: impact on students’ achievement. Pedagogika, 156(4), 31–51. https://doi.org/10.15823/p.2024.156.2
Gao, J., Jin, X., Li, T., & Nguyen, T. (2025). The effect of digital technology adoption on managerial myopia: An empirical discovery based on machine Learning. International Review of Economics & Finance, 98, 103849. https://doi.org/https://doi.org/10.1016/j.iref.2025.103849
Gunawan, G., Kosim, K., Ibrahim, I., Susilawati, S., & Syukur, A. (2021). The effectiveness of physics learning tools based on discovery model with cognitive conflict approach toward student’s conceptual mastery. Journal of Physics: Conference Series, 1747(1). https://doi.org/10.1088/1742-6596/1747/1/012035
Hadiprayitno, G., Jufri, A. W., & Nufus, S. S. (2020). Mapping of students’ scientific literacy skills at Mataram. SEJ (Science Education Journal), 4(2), 99–111.
Ho, Y.-R., Chen, B.-Y., Li, C.-M., & Chai, E. G.-Y. (2023). The distance between the humanities and medicine: Building a critical thinking mindset by interdisciplinary dialogue through mind mapping. Thinking Skills and Creativity, 50, 101420. https://doi.org/https://doi.org/10.1016/j.tsc.2023.101420
Kumar, G., Sharma, D., & Bhardwaj, B. (2025). The future of work and education in AI-driven innovative systems: A systematic literature review and lexicometric analysis. The International Journal of Management Education, 23(3), 101221. https://doi.org/https://doi.org/10.1016/j.ijme.2025.101221
Lindstromberg, S. (2025). Eight reasons not to test for baseline group equivalence in a parallel groups pretest-posttest study. Research Methods in Applied Linguistics, 4(3), 100254. https://doi.org/https://doi.org/10.1016/j.rmal.2025.100254
Lu, Z., Ke, Z., Cheung, R. Y. M., & Zhang, Q. (2025). Synthesizing data from pretest–posttest-control-group designs in mediation meta-analysis. Behavior Research Methods, 57(5). https://doi.org/10.3758/s13428-025-02661-y
Ma, H., Fu, X., Tang, Y., & Yao, X. (2025). Personalized exercise recommendation via knowledge enhancement and fuzzy cognitive fusion in large-scale e-learning environments. International Journal of Intelligent Computing and Cybernetics, 18(3), 563–585. https://doi.org/https://doi.org/10.1108/IJICC-04-2025-0190
Mayer, R. E. (2002). Rote versus meaningful learning. Theory into Practice, 41(4), 226–232.
McCrea, E. A., & Lorenzet, S. J. (2018). Mind Mapping: An Experiential Approach to Syllabus Review. Organization Management Journal, 15(1), 35–43. https://doi.org/10.1080/15416518.2018.1427540
Mufanti, R., Carter, D., & England, N. (2024). Outcomes-based education in Indonesian higher education: Reporting on the understanding, challenges, and support available to teachers. Social Sciences & Humanities Open, 9, 100873. https://doi.org/https://doi.org/10.1016/j.ssaho.2024.100873
OECD. (2024). PISA 2022 Results Volume III: Creative Minds, Creative Schools.
Ozdem-Yilmaz, Y., & Bilican, K. (2025). Discovery learning jerome bruner. In B. Akpan & T. J. Kennedy (Eds.), Science Education in Theory and Practice: An Introductory Guide to Learning Theory (pp. 173–187). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-81351-1_11
Putra, A. (2019). How student worksheet oriented of content complexity and cognitive processes can improve conceptual understanding and critical thinking skill of student in physics learning in high school. Journal of Physics: Conference Series, 1185(1). https://doi.org/10.1088/1742-6596/1185/1/012045
Putra, Z. A. Z., Susilo, H., Suwono, H., & Ibrohim, I. (2025). Revealing the effect of problem-based learning combined with the use of digital mind map on students’ creative thinking. Journal of Pedagogical Research, 9(3), 43–61. https://doi.org/10.33902/JPR.202522991
Rosidin, U. (2019). Evaluation of national examination (UN) and national-based school examination (USBN) in Indonesia. European Journal of Educational Research, 8. https://doi.org/10.12973/eu-jer.8.3.827
Serevina, V., & Heluth, L. (2022). Development of student’s worksheets using learning strategies to improve thinking ability equipped with mind mapping and ability of student’s retention. Journal of Physics: Conference Series, 2377(1). https://doi.org/10.1088/1742-6596/2377/1/012062
Susanti, L. B., Poedjiastoeti, S., & Taufikurohmah, T. (2018). Validity of worksheet-based guided inquiry and mind mapping for training students’ creative thinking skills. Journal of Physics: Conference Series, 1006(1). https://doi.org/10.1088/1742-6596/1006/1/012015
Van Joolingen, W. (1999). Cognitive tools for discovery learning. International Journal of Artificial Intelligence in Education, 10(3), 385–397. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0042536880&partnerID=40&md5=cd88a1fdee0ad0c2be0e9b01018b544c
Yeoh, H. B., Wei, C. Y., Kaur, S., & Kaur, M. (2025). Examining inter-relationships among 21st century learning skills and their impacts on tertiary learners’ readiness for careers in Industry Revolution 4.0 era. Higher Education, Skills and Work-Based Learning, 15(3), 500–515. https://doi.org/https://doi.org/10.1108/HESWBL-03-2024-0086
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