The NANOTECHNOLOGY-BASED HYBRID PBL–STEAM MODEL TO IMPROVE SCIENTIFIC LITERACY AND HIGHER-ORDER THINKING SKILLS IN INTRODUCTORY SOLID-STATE PHYSICS

Authors

  • Mainisa Mainisa Universitas Islam Negeri Ar-Raniry Banda Aceh
  • Hilda Mazlina Universitas Islam Negeri Ar-Raniry Banda Aceh
  • Rasulun Iman Universitas Islam Negeri Ar-Raniry Banda Aceh

DOI:

https://doi.org/10.63754/jcn.v4i3.234

Keywords:

Nanotechnology, Problem-Based Learning, STEAM Education, Scientific Literacy, Higher-Order Thinking Skills, Solid-State Physics

Abstract

The low level of students’ scientific literacy and Higher Order Thinking Skills (HOTS) in physics learning has become a crucial issue in 21st-century science education, particularly in responding to the rapid advancement of emerging technologies such as nanotechnology; global education reports indicate that science learning is still dominated by conceptual approaches that lack integration with problem-solving and real technological contexts. Within the broader theoretical landscape of science education, problem-based learning (PBL), STEAM (Science, Technology, Engineering, Arts, and Mathematics) integration, and deep learning-oriented pedagogy are recognized as powerful frameworks to enhance scientific literacy and higher-order thinking through constructive, contextual, and interdisciplinary learning environments. Based on this perspective, this study aims to examine the effectiveness of a Hybrid PBL–STEAM Model Oriented toward Deep Learning Based on Nanotechnology in improving students’ scientific literacy and HOTS in an introductory solid-state physics course. The study employed a quasi-experimental design using a mixed-method approach, involving undergraduate physics education students as the unit of analysis. Data were collected through scientific literacy tests, HOTS assessment instruments, classroom observations, and documentation. Data analysis was conducted using descriptive and inferential statistics to measure learning improvement, complemented by qualitative analysis to explore the learning processes. The findings indicate that the implementation of the proposed learning model significantly improves students’ scientific literacy and higher-order thinking skills compared to conventional instruction, as reflected by higher N-Gain scores and increased student engagement in nanotechnology-based problem-solving activities.

References

Affandy, H. (2020). Integrasi Nanoteknologi Dalam Pembelajran Di Era Society 5.0: Kajian dari Perspektif Pembelajaran Fisika. Jurnal Materi dan Pembelajaran Fisika, 10(2), 95. https://doi.org/10.20961/jmpf.v10i2.46463

Affandy, H., Sunarno, W., Suryana, R., & Harjana. (2024). Integrating creative pedagogy into problem-based learning: The effects on higher order thinking skills in science education. Thinking Skills and Creativity, 53, 101575. https://doi.org/10.1016/j.tsc.2024.101575

Ampadu, E., & Adjei-Boateng, E. (2018). Problem-Based Learning. Dalam Handbook of Research on Mobile Technology, Constructivism, and Meaningful Learning (hlm. 280–293). IGI Global. https://doi.org/10.4018/978-1-5225-3949-0.ch015

Anderson, L. W., & Krathwohl, D. R. (2001). A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom’s Taxonomy of Educational Objectives. Longman. https://books.google.co.id/books?id=bcQlAQAAIAAJ

Andriyani, M. (2024). Integration of STEAM (Science, Technology, Engineering, Arts, and Mathematics) in Education in the Era of Technology. Jurnal Pendidikan Vokasi Indonesia (JPVI), 03(1), 7–12.

Anisa Aprina, E., Fatmawati, E., Suhardi, A., UIN Kiai Haji Achmad Siddiq Jember, P., & Timur, J. (2024). Penerapan Model Problem Based Learning Untuk Mengembangkan Keterampilan Berpikir Kritis Pada Muatan IPA Sekolah Dasar. Jurnal Kependidikan, 13(1), 981–990. https://jurnaldidaktika.org

Asbar, R., Hastuti, W., Sekar, K., Ekantini, A., & Marwan, M. (2025). Enhancing Students’ Concept Understanding Through The Problem-Based Learning Model: An Experimental Study. AL-ISHLAH: Jurnal Pendidikan, 17(4). https://doi.org/10.35445/alishlah.v17i4.6771

Astuti, V., & Purnamasari, N. (2025). Evaluating the Effectiveness of the Problem-Based Learning Model for Students in the Economics Education Study Program. Jurnal Ekonomi dan Pendidikan, 22(1), 34–40. https://doi.org/10.21831/jep.v22i1.82484

Baihaqi, M. A., Prayitno, H. J., Ishartono, N., Hamranani, S. S. T., Putra, C. A., & Nizaar, M. (2025). Reimagining 21st-Century Higher Education: A Literature-Based Exploration of Deep Learning for Cognitive, Social, and Emotional Skill Development. Journal of Deep Learning, 139–168. https://doi.org/10.23917/jdl.v1i2.11600

Barkah, E. S., Awaludin, D., & Bahtiar Muhammad Iqbal El Asykuri. (2024). Implementasi Model Pembelajaran STEAM (Science,Technology,Engineering, Art and Mathematics): Strategi Peningkatan Kecakapan Abad 21. Jurnal Syntax Administration, 5, 3501.

Budi Utomo, J., & Joko Prayitno, H. (2025). Strategies and Development of the Deep Learning Approach in Vocational High Schools in the Era of Global Computing Journal of Deep Learning Strategies and Development of the Deep Learning Approach in Vocational High Schools in the Era of Global Computing. Journal of Deep Learning, 1(1), 1–10. https://journals2.ums.ac.id/index.php/jdl

Chen, J., & Singh, C. K. S. (2024). A Systematic Review on Deep Learning in Education: Concepts, Factors, Models and Measurements. Journal of Education and Educational Research, 7(1), 125–129. https://doi.org/10.54097/gzk2yd38

Cohen, J. (2013). Statistical Power Analysis for the Behavioral Sciences (2 ed.). Routledge. https://doi.org/10.4324/9780203771587

Creswell, J. W. (2014). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (4 ed.). SAGE Publications. https://books.google.co.id/books?id=4uB76IC_pOQC

Davronova, F. (25M). A Systematics Review of the Effects of Modeling in Science Education. European Journal of Research and Reflection in Educational Sciences, 13(2), 56–69.

Gabut, D. M. P., Rojo, M. E. M., Casas, W. C., Tondo, R. C. Jr., Mahilum, R. M., & Mutya, R. C. (2025). Comparing Surface and Deep Learning Strategies and Their Relationship to High School Students’ Academic Performance in Science. European Journal of Educational Research, 15(1), 199–210. https://doi.org/10.12973/eu-jer.15.1.199

Hair, J. F., Babin, B. J., Anderson, R. E., & Black, W. C. (2022). Multivariate Data Analysis. Cengage Learning. https://books.google.co.id/books?id=PONXEAAAQBAJ

Hake, R. R. (2002). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809

Herro, D., & Quigley, C. (2016). Innovating with STEAM in middle school classrooms: remixing education. On the Horizon, 24(3), 190–204. https://doi.org/10.1108/OTH-03-2016-0008

Hidayat, R., Nugroho, I., Zainuddin, Z., & Ingai, T. A. (2024). A Systematic Review of Analytical Thinking Skills in STEM Education Settings. Information and Learning Sciences, 125(7/8), 565–586. https://doi.org/10.1108/ILS-06-2023-0070

Khamhaengpol, A., Sriprom, M., & Chuamchaitrakool, P. (2021). Development of STEAM activity on nanotechnology to determine basic science process skills and engineering design process for high school students. Thinking Skills and Creativity, 39, 100796. https://doi.org/10.1016/j.tsc.2021.100796

Li, Y.-D., & Wu, J.-H. (2025). Enhancing Students’ Achievement and Scientific Literacy through Technology-Enhanced Learning in Science Education: a Meta-Analysis. Research in Science & Technological Education, 1–24. https://doi.org/10.1080/02635143.2025.2561977

Luh Putu Ritzki Wedanthi, Nyoman Dantes, & Sariyasa. (2024). Model Pembelajaran Berbasis Masalah Berorientasi STEAM Terhadap Hasil Belajar IPAS. Jurnal Penelitian dan Pengembangan Sains dan Humaniora, 9(1), 39–49. https://doi.org/10.23887/jppsh.v9i1.92966

Maula, L., Rahayu, P. N., & Rusilowati, A. (2024). Implementasi Problem Based Learning untuk Meningkatkan Keterampilan Berpikir Kritis Peserta Didik Kelas VII SMPN 24 Semarang. Peningkatan Kualitas Pembelajaran melalui Penelitian Tindakan Kelas dan Publikasi Ilmiah, 1028–1037.

Mukhoyaroh, M., Sodikin, A., & Waluyo, W. (2025). Implementation of Deep Learning Approaches: Challenges and Solutions for Teachers. Radiant Journal of Applied, Sodial, and Education Studies, 6(2), 134–146. https://doi.org/10.52187/rdt.v6i2.335

Nabila, B., Zainuri, S., Gunawan, G., & Qothrunnada, Q. (2025). Authentic Assessment Practices In Digital Science Classrooms: A Review of Strategies and Barriers. Indonesian Journal of Applied Science and Technology, 6(1), 1–12.

Nurhasanah, N., Ariani, M., & Yuliani, T. (2024). Pengaruh Lingkungan Kerja, Motivasi, Dan Disiplin Kerja Terhadap Kepuasan Kerja Guru SMK Negeri 3 Balikpapan. MEDIA RISET EKONOMI [MR.EKO], 3(1), 23–32. https://doi.org/10.36277/mreko.v3i1.372

Nurhasanah, S., Sutiana, D., Nabil, F., Fauji, I., Hendriyan, S., & Dian, D. (2025). Bridging the Gap: A Systematic Review of Deep Learning Pedagogy for Indonesia’s Curriculum Reform. Tarbawi: Jurnal Keilmuan Manajemen Pendidikan, 11(02), 277–292. https://doi.org/10.32678/tarbawi.v11i02.11368

OECD. (2023). PISA 2022 Assessment and Analytical Framework. OECD Publishing. https://doi.org/10.1787/dfe0bf9c-en

Panatarni, C., Setianto, Men, L. K., Sjakir, N., Suhermawan, M., Yonandi, & Joni, I. M. (2025). Peningkatan Pengetahuan Nanoteknologi di SMAN 1 Tasikmalaya. Dharma Saintika: Jurnal Pengabdian kepada Masyarakat, 3(1), 12–19.

Pranata, R., Syahril, & Megahati S., R. R. P. (2023). Stem Education in Science Learning: Systematic Literature Review. Jurnal Penelitian Pendidikan IPA, 9(8), 424–431. https://doi.org/10.29303/jppipa.v9i8.4655

Qomah, A. N. N. I., Wachidi, Maksum, N. R., Rifai, A., & Anggraini, F. N. (2025). Deep Learning in Education: A Systematic Literature Review on Its Applications and Challenges. International Summit on Science Technology and Humanity (ISETH), 273–285.

Quigley, C. F., & Herro, D. (2016). “Finding the Joy in the Unknown”: Implementation of STEAM Teaching Practices in Middle School Science and Math Classrooms. Journal of Science Education and Technology, 25(3), 410–426. https://doi.org/10.1007/s10956-016-9602-z

Ramadhan, H., Saputro, S., Mahardiani, L., Jati, M. A., & Potabuga, T. I. (2026). Enhancing Students’ Scientific Literacy through Deep Learning: A Systematic Review of Science Learning Models. Jurnal Pendidikan Sains Indonesia, 14(1), 49–62. https://doi.org/10.24815/jpsi.v14i1.92

Rumbaru, R., & Widiyasari, R. (2025). Penggunaan Model Pembelajaran Berbasis Masalah (PBL) dengan Pendekatan Kontekstual untuk Meningkatkan Kemampuan Pemecahan Masalah Siswa pada Materi Lingkaran. Deep Learning dalam Pendidikan: Inovasi, Adaptasi, dan Transformasi, 3601–3611.

Sakti, I., Nirwana, N., & Swistoro, E. (2021). Penerapan Model Project Based Learning untuk Meningkatkan Literasi Sains Mahasiswa Pendidikan IPA. Jurnal Kumparan Fisika, 4(1), 35–42. https://doi.org/10.33369/jkf.4.1.35-42

Sugiyono, S. (2018). Metode Penelitian Pendidikan Pendekatan Kualitatif, Kuantitatif dan R & D. Dalam Alfabeta, Bandung. Alfabeta.

Valeeva, R., Biktagirova, G., Lesev, V., Mikhailenko, O., Skudareva, G., & Valentovinis, A. (2023). Exploring the Impact of Modeling in Science Education: A Systematic Review. Eurasia Journal of Mathematics, Science and Technology Education, 19(6), 22–84. https://doi.org/10.29333/ejmste/13268

Widiastuti, I. A. M. S., Mantra, I. B. N., Utami, I. L. P., Sukanadi, N. L., & Susrawan, I. N. A. (2023). Implementing Problem-based Learning to Develop Students’ Critical and Creative Thinking Skills. JPI (Jurnal Pendidikan Indonesia), 12(4), 658–667. https://doi.org/10.23887/jpiundiksha.v12i4.63588

Yim, I. H. Y., Su, J., & Wegerif, R. (2025). STEAM in practice and research in primary schools: a systematic literature review. Research in Science & Technological Education, 43(4), 1065–1089. https://doi.org/10.1080/02635143.2024.2440424

Yıldız, M., Kaltakçı Gürel, D., Salmankurt, B., & Gürel, H. H. (2025). Exploring the Evolution of Nanotechnology Education: Insights from Bibliometric Analysis. Journal of Chemical Education, 102(1), 253–269. https://doi.org/10.1021/acs.jchemed.4c01120

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Published

26-09-2026

How to Cite

Mainisa, M., Mazlina, H., & Iman, R. (2026). The NANOTECHNOLOGY-BASED HYBRID PBL–STEAM MODEL TO IMPROVE SCIENTIFIC LITERACY AND HIGHER-ORDER THINKING SKILLS IN INTRODUCTORY SOLID-STATE PHYSICS. Jurnal Cinta Nusantara, 4(3), 427–441. https://doi.org/10.63754/jcn.v4i3.234