Effectiveness of the Creative-Scientific Decision-Making Skills Model (CSDMS) Based on Articulate Storyline to Improve Students' Critical Thinking and Scientific Creativity
DOI:
10.29303/jppipa.v12i7.15506Published:
2026-07-25Downloads
Abstract
The conventional learning process makes students easily bored during lessons, so their critical thinking skills and scientific creativity end up being low. Therefore, teachers need to create a learning model that’s engaging and can boost students’ motivation to learn, so their critical thinking skills and creativity improve as well. This study aims to find out how effective the Creative-Scientific Decision-Making Skills (CSDMS) model based on Articulate Storyline is in enhancing students' critical thinking skills and scientific creativity through science lessons. The research sample consisted of 28 students from SMP Negeri 3 Jorlang Hataran for a limited trial, and 56 students for a broader trial (SMP Negeri 025 Siborutorop and SMP Negeri 2 Lima Puluh Pesisir). This study is a development research (R&D) using the ADDIE model. This study used a One Group Pre-test – Post-test design. The data analysis technique in this research was by comparing students' pre-test and post-test scores using normalized gain (n-gain). It was concluded that the CSDMS model is considered effective in improving students' critical thinking skills and scientific creativity. The study results showed that the average n-gain for critical thinking skills in the limited trial was 0.83, categorized as high, and in the wide trial it was 0.92, categorized as high. Meanwhile, the average scientific creativity of students in the limited trial was 0.71, categorized as high, and in the wide trial it was 0.73, categorized as high. It was concluded that the CSDMS model is considered effective in enhancing students' critical thinking skills and scientific creativity. The challenges faced in this research are limited time, an inadequate internet connection, and the e-module in using the Articulate Storyline application still needs some minor revisions.
Keywords:
Articulate Storyline Creative-Scientific Decision-Making Skills Critical Thinking Critical Thinking; Effectiveness Scientific CreativityReferences
Alfisyahrani, Tindangen, M., & Candra, K. P. (2025). Development of Articulate Storyline Media on Biodiversity Content Featuring Tropical Rainforests to Enhance Students’ Critical and Creative Thinking Skills. Jurnal Penelitian Pendidikan IPA, 11(1), 537–544. https://doi.org/10.29303/jppipa.v11i1.9727
Al-Said, K., Berestova, A., Ismailova, N., & Pronkin, N. (2024). The impact of video-based virtual reality training on critical thinking and cognitive load. International Journal of Evaluation and Research in Education, 13(5), 3239–3247. https://doi.org/10.11591/ijere.v13i5.28109
Arini, W., Asmila, A., & Lubuklinggau, S.-P. (2017). Analisis Kemampuan Berpikir Kreatif Pada Materi Cahaya Siswa Kelas Viii Smp Xaverius Kota Lubuklinggau. Science and Physics Education Journal (SPEJ), 1(1).
Boadu, D. O., Boafo, F., Owusu-Ansah, L. A., & Mensah, S. (2025). AI and VR-Powered Interventions for Social Anxiety. International Journal of Virtual and Augmented Reality, 7(1), 1–27. https://doi.org/10.4018/ijvar.367871
Cırıt, D. K., & Aydemir, S. (2023). Online scratch activities during the COVID-19 pandemic: Computational and creative thinking. International Journal of Evaluation and Research in Education, 12(4), 2111–2120. https://doi.org/10.11591/ijere.v12i4.24938
Daly, A., Ruxton, S., & Schuurman, M. (n.d.). Challenges To Children’s Rights Today: What Do Children Think?
Darmawansah, & Puspitasari, D. (2024). Exploring Project-Based Learning in the SVVR Environment: An Epistemic Network Analysis of Pre-service EFL Teachers. Script Journal: Journal of Linguistics and English Teaching, 9(1), 96–111. https://doi.org/10.24903/sj.v9i1.1608
Dewi, T. M., Marwoto, P., Nugroho, S. E., & Muhiri, M. (2025). Teachers’ Perceptions Toward Electronic Student Worksheet Based on Waste Treatment Projects to Improve Students’ Creative Thinking Skills. Journal of Innovation in Educational and Cultural Research, 6(3), 511–519. https://doi.org/10.46843/jiecr.v6i3.1801
Fadillah, M. A., Tanjung, Y. I., Usmeldi, & Festiyed. (2025). Unveiling the role of critical thinking in education: regional analysis and predictive factors. International Journal of Evaluation and Research in Education, 14(4), 2640–2651. https://doi.org/10.11591/ijere.v14i4.33234
Ferawati Burhanuddin, S., & Pharmacista, G. (2023). Transformation of Companies and Trade in the Era of Society 5.0. In International Journal of Science and Society (Vol. 5, Number 5). http://ijsoc.goacademica.com
Ferdianto, F., Mulyatna, F., & Untarti, R. (2025). The Profile of Creative Thinking Process: Prospective Mathematics Teachers-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0). In Jurnal Eduscience (JES) (Vol. 12, Number 2).
Fernando Siagian, A., Muktar Panjaitan, Mp. B., Aprido Bernando Simamora, Mp., Dumaris Silalahi, Mp. E., Donni Andreas Nainggolan, Mp., & Nuri Ramadhan, Mp. (n.d.). KETERAMPILAN BERPIKIR KRITIS CV BRAVO PRESS INDONESIA. Retrieved www.bravopress.id
Fernando Siagian, A., Muktar Panjaitan, Mp. B., Aprido Simamora, Mp. B., Dumaris Silalahi, Mp. E., & Donni Andreas Nainggolan, Mp. (n.d.). CV BRAVO PRESS INDONESIA. Retrieved www.bravopress.id
Fongkanta, P., & Buakanok, F. S. (2024). Development novice teachers’ higher-order thinking skills through online problem-based learning platform: A mixed methods experimental research. Cakrawala Pendidikan, 43(3), 756–764. https://doi.org/10.21831/cp.v43i3.72338
George, A. S., & Hovan George, A. S. (2024). Towards a Super Smart Society 5.0: Opportunities and Challenges of Integrating Emerging Technologies for Social Innovation. Partners Universal International Research Journal. https://doi.org/10.5281/zenodo.11522048
Jumadi, J., Perdana, R., Hariadi, M. H., Warsono, W., & Wahyudi, A. (2021). The impact of collaborative model assisted by Google Classroom to improve students’ creative thinking skills. International Journal of Evaluation and Research in Education, 10(2),396–403. https://doi.org/10.11591/ijere.v10i2.20987
Jumanto, J., Sa’Ud, U. S., & Sopandi, W. (2024). Development of IPAS Teaching Materials with the RADEC Model Based on Metacognitive Strategies to Enhance Critical and Creative Thinking Skills of Elementary School Students. Jurnal Penelitian Pendidikan IPA, 10(3), 1000–1008. https://doi.org/10.29303/jppipa.v10i3.7010
Khoiri, N., Ristanto, S., & Kurniawan, A. F. (2023). Project-Based Learning Via Traditional Game In Physics Learning: Its Impact On Critical Thinking, Creative Thinking, And Collaborative Skills. Jurnal Pendidikan IPA Indonesia, 12(2), 286–292. https://doi.org/10.15294/jpii.v12i2.43198
Köse, E. (2025). Society 5.0 in business management: A bibliometric analysis. International Journal of Social Sciences and Education Research, 11(3), 163–174. https://doi.org/10.24289/ijsser.1732375
Kumar, P., Bhamu, J., Bhadu, J., & Saraswat, P. (2025). Exploring industry 4.0 technologies for sustainable development goals: a systematic literature review. In International Journal of Production Management and Engineering (Vol. 13, Number 1, pp. 27–44). Universidad Politecnica de Valencia. https://doi.org/10.4995/ijpme.2025.21155
Kuncoro, T., Ichwanto, M. A., & Dwiyanto, F. A. (2025). Immersive learning through virtual reality for civil engineering education. Cakrawala Pendidikan, 44(1), 92–101. https://doi.org/10.21831/cp.v44i1.50351
Lorin W. Anderson, David R. Krathwohl-A taxonomy for learning teaching and assessing_ a revision of Bloom`s taxonomy of educational objetives-Longman (2001). (n.d.).
Mubarok, H., Hwang, G.-J., Lin, C.-J., & Darmawansah, D. (2023). Implementation of collaborative project-based learning approach: Spherical video-based virtual reality creation.
Mustaqim, I., Setyosari, P., Kamdi, W., & Ulfa, S. (2024). Building the foundation for creativity and collaboration: Knowledge sharing learning models. Cakrawala Pendidikan, 43(1), 262–272. https://doi.org/10.21831/cp.v43i1.60380
Mynbayeva, A., Vishnevskay, A., & Sadvakassova, Z. (2016). Experimental Study of Developing Creativity of University Students. Procedia - Social and Behavioral Sciences, 217, 407–413. https://doi.org/10.1016/j.sbspro.2016.02.113
Nurainia, N., & Apriadi, E. A. (2025). Literature Review on the Role of AI (Artificial Intelligence) in Industry 4.0 Transformation. International Journal of Technology and Computer Science, 1(1), 25–37. https://doi.org/10.58290/ijtcs.v1i1.123
Ontiveros, Y. O., González, J. R., & Palencia, J. L. D. (2025). Integrating creative thinking and cultural insights through the anthropological theory of didactics in university algebra. Journal of Education and Learning, 19(2), 742–750. https://doi.org/10.11591/edulearn.v19i2.21461
Panjaitan, M. B., & Siagian, A. (2020). The effectiveness of inquiry based learning model to improve science process skills and scientific creativity of junior high school students. Journal of Education and E-Learning Research, 7(4), 380–386. https://doi.org/10.20448/journal.509.2020.74.380.386
Panjaitan, M. B., Siagian, A. F., Purba, N., Herman, H., Sutikno, S., Sinaga, Y. K., & Sihombing, S. D. (2025). Fostering the Use of Talking Stick Learning Model on the Critical Thinking Ability in Science Learning. Journal of Curriculum and Teaching, 14(4), 14–25. https://doi.org/10.5430/jct.v14n4p14
Putri, M. E., Ahda, Y., Anhar, A., & Putri, D. H. (2023). Effect of Problem-Based Learning Models and Prior Knowledge toward Critical Thinking Skills on Human Digestive and Circulatory System. Jurnal Penelitian Pendidikan IPA, 9(5), 3905–3914. https://doi.org/10.29303/jppipa.v9i5.3697
Rahardhian, A. (2022). Kajian Kemampuan Berpikir Kritis (Critical Thinking Skill) dari Sudut Pandang Filsafat. Jurnal Filsafat Indonesia, 5.
Rea, S. C. E., Maasawet, E. T., Hudiyono, Y., Raharjo, B., Palenewen, E., & Tindangen, M. (2024). Improving Critical and Creative Thinking Skills with Articulate Storyline Media in Learning Food and the Human Digestive System in Grade XI. Jurnal Penelitian Pendidikan IPA, 10(11), 8899–8910. https://doi.org/10.29303/jppipa.v10i11.9127
Reyes Domínguez, D., Infante Abreu, M. B., & Parv, A. L. (2024). Main Trend Topics on Industry 4.0 in the Manufacturing Sector: A Bibliometric Review. Applied Sciences (Switzerland), 14(15). https://doi.org/10.3390/app14156450
Rizki, A., Khaldun, I., & Pada, A. U. T. (2021). Development of Discovery Learning Student Worksheets to Improve Students’ Critical Thinking Skills in Chemical Balance Materials. Jurnal Penelitian Pendidikan IPA, 7(4), 707–711. https://doi.org/10.29303/jppipa.v7i4.829
Rukmana, H., & Salirawati, D. (2024). Influence of Mobile Learning Based on Articulatde Storyline 3 on Colloid Materials on Students’ Learning Interest. Jurnal Penelitian Pendidikan IPA, 10(2), 731–737. https://doi.org/10.29303/jppipa.v10i2.5639
Sah, B. P., Tanha, N. I., Sikder, M. A., & Habibullah, S. M. (2024). The Integration Of Industry 4.0 And Lean Technologies In Manufacturing Industries: A Systematic Literature Review. Global Mainstream Journal, 1(3), 14–25. https://doi.org/10.62304/ijmisds.v1i3.164
Salhuteru, C. P., Papilaya, P. M., & Muskita, M. (2025a). Integrated PjBL-STEAM Jigsaw on Critical Thinking and Creative Thinking of Students: A Biotechnology Study. Jurnal Penelitian Pendidikan IPA, 11(1), 910–922. https://doi.org/10.29303/jppipa.v11i1.9632
Salhuteru, C. P., Papilaya, P. M., & Muskita, M. (2025b). Integrated PjBL-STEAM Jigsaw on Critical Thinking and Creative Thinking of Students: A Biotechnology Study. Jurnal Penelitian Pendidikan IPA, 11(1), 910–922. https://doi.org/10.29303/jppipa.v11i1.9632
Saralee, A., Fitria, Y., Sukma, E., & Hidayati, A. (2024). the Development of E-Module IPAS Based on Problem Based Learning Assisted with Articulate Applications to Improve Students Think Critically. Jurnal Penelitian Pendidikan IPA, 10(4), 2032–2040. https://doi.org/10.29303/jppipa.v10i4.7014
Siagian, A. F., Ibrahim, M., & Supardi, Z. A. I. (2022). The Effectiveness of the Creative-Scientific Decision Making Skills (CSDMS) Model to Practice Creative Thinking Skills and Decision Making Skills. IJORER : International Journal of Recent Educational Research, 3(5), 631–639. https://doi.org/10.46245/ijorer.v3i5.251
Siagian, A. F., Ibrahim, M., & Supardi, Z. A. I. (2023). Creative-scientific decision-making skills learning model for training creative thinking skills and student decision making skills. Nurture, 17(1), 10–17. https://doi.org/10.55951/nurture.v17i1.141
Siagian, G., Lufri, L., Razak, A., Festiyed, F., Diliarosta, S., Simanjuntak, H., & Siagian, F. (n.d.). Implementation of Problem Based Learning (PBL) Model Based on Local Wisdom of Dalihan Natolu Used by Animation Video to Improve Students’ Creative Thinking Skills 1536 Evolutionary Studies in Imaginative Culture. In ESIC2024 (Vol. 8).
Syahfitri, J., & Muntahanah. (2024). The effectiveness of local wisdom-based interactive digital module on students’ critical thinking disposition. International Journal of Evaluation and Research in Education, 13(4), 2171–2178. https://doi.org/10.11591/ijere.v13i4.28256
Syarifatul luthfia. (2024). Enhancement of Creative Thinking Skill Using Creative Problem Solving Learning Model. International Journal of Education and Teaching Zone, 3(1), 107–118. https://doi.org/10.57092/ijetz.v3i1.197
Tamrin, A. G., Triyono, M. B., Saputro, I. N., Sucipto, T. L. A., & Asnur, L. (2025). Enhancing creative teaching behavior of vocational school teachers: structural equation modeling analysis. Journal of Education and Learning, 19(1), 221–231. https://doi.org/10.11591/edulearn.v19i1.21812
Trianggono, M. M. (2017). Analisis Kausalitas Pemahaman Konsep Dengan Kemampuan Berpikir Kreatif Siswa Pada Pemecahan Masalah Fisika. http://e-journal.unipma.ac.id/index.php/JPFK
Usman, A., Eurika, N., Priantari, I., Awalludin, A. R., & Hilia, G. M. (2023). Improving Studentsâ€TM Creative Thinking Skills by Combining Cooperative Script and Reciprocal Teaching Models. Journal of Innovation in Educational and Cultural Research, 4(3), 391–398. https://doi.org/10.46843/jiecr.v4i3.684
Wahyuni, S., Gusti Made Sanjaya, I., Erman, & Jatmiko, B. (2019). Edmodo-based blended learning model as an alternative of science learning to motivate and improve junior high school students’ scientific critical thinking skills. International Journal of Emerging Technologies in Learning, 14(7), 98–110. https://doi.org/10.3991/ijet.v14i07.9980
Wibowo, A. M., Utaya, S., Wahjoedi, W., Zubaidah, S., Amin, S., & Prasad, R. R. (2024). Critical Thinking And Collaboration Skills On Environmental Awareness In Project-Based Science Learning. Jurnal Pendidikan IPA Indonesia, 13(1), 103–115. https://doi.org/10.15294/jpii.v13i1.48561
Widiana, W., & Jampel, N. (2016). Improving Students’ Creative Thinking and Achievement through The Implementation of Multiple Intelligence Approach with Mind Mapping. International Journal of Evaluation and Research in Education (IJERE), 5(3), 246–254.
Yildiz, C., & Guler Yildiz, T. (2021). Exploring the relationship between creative thinking and scientific process skills of preschool children. Thinking Skills and Creativity, 39. https://doi.org/10.1016/j.tsc.2021.100795
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