Vol. 11 No. 9 (2025): September
Open Access
Peer Reviewed

Enhancing Critical Thinking Skills of Biology Students Through the Development of STEM-Based Invertebrate Zoology Teaching Materials

Authors

Kasmiruddin , Endang Widi Winarni , Abdul Rahman

DOI:

10.29303/jppipa.v11i9.11637

Published:

2025-09-25

Downloads

Abstract

This study aimed to enhance biology students’ critical thinking skills through the development of STEM-based instructional materials for the Invertebrate Zoology course. Employing a design and development research approach using the ADDIE model, the study involved needs analysis, module development, expert validation, practicality testing, and effectiveness evaluation. The materials integrated STEM elements including ecological measurement tools, technological media, specimen preparation, and data analysis. Validation by experts yielded a 98% score, indicating high validity. Practicality tests showed increasing student satisfaction across individual (83.47%), small group (85.66%), and full-class trials (94.30%). The effectiveness was assessed using a one-group pretest-posttest design. The Wilcoxon Signed-Rank test revealed a statistically significant improvement in students’ critical thinking skills (p = 0.000). Posttest results showed that 66.67% of students reached the “very good” category and 33.33% were in the “good” category, with a mean score of 84%. Among Ennis' critical thinking indicators, “defining terms” had the highest score (95.24%), while “generalizing from evidence” scored the lowest (72.38%). These findings indicate that STEM-integrated teaching materials can effectively foster students’ higher-order thinking in biology education.

Keywords:

Biology teaching Critical thinking Instructional materials Invertebrate zoology STEM education

References

Abas, A., Amin, M., Ibrohim, I., & Indriwati, S. E. (2024). Integration of Project-Based Learning to Improve Scientific Process Skills and Conceptual Understanding in the Learning Process of Invertebrate Zoology. JPBI (Jurnal Pendidikan Biologi Indonesia), 10(2), 486–496. https://doi.org/10.22219/jpbi.v10i2.34305

Adhelacahya, K., Sukarmin, S., & Sarwanto, S. (2023). Impact of Problem-Based Learning Electronics Module Integrated with STEM on Students’ Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(7), 4869–4878. https://doi.org/10.29303/jppipa.v9i7.3931

Azrai, E. P., Suryanda, A., Wulaningsih, R. D., & Sumiyati, U. K. (2020). Kemampuan Berpikir Kritis dan Literasi Sains Siswa SMA di Jakarta Timur. Edusains, 12(1), 89–97. https://doi.org/10.15408/es.v12i1.13671

Benek, I., & Akcay, B. (2022). The Effects of Socio-Scientific STEM Activities on 21st Century Skills of Middle School Students. Participatory Educational Research, 9(2), 25–52. https://doi.org/10.17275/PER.22.27.9.2

Branch, R. M. (2009). Instructional Design: The ADDIE Approach (1st ed.). Springer‑Verlag US.

Cahaya, M. A., Muhdhar, M. H. I. A., & Lukiati, B. (2024). Identification of Student Misconceptions in General Biology Courses using Four Tier Multiple Choice Tests Containing High Order Thinking Skills. Jurnal Penelitian Pendidikan IPA, 10(7), 4246–4255. https://doi.org/10.29303/jppipa.v10i7.7907

Dadelo, S. (2025). Possibilities for Evaluation to Foster the Soft Skills of Critical Thinking, Creativity, and Communication in Higher Education. Creativity Studies, 18(1), 13–29. https://doi.org/10.3846/cs.2025.20943

Dwyer, C. P., Hogan, M. J., & Stewart, I. (2014). An Integrated Critical Thinking Framework for the 21st Century. Thinking Skills and Creativity, 12, 43–52. https://doi.org/10.1016/j.tsc.2013.12.004

Gaghunting, M. K., & Bermuli, J. E. (2023). Strategi Partisipatif untuk Meningkatkan Keterlibatan Siswa pada Pembelajaran Biologi. Biodik, 9(3), 86–101. https://doi.org/10.22437/biodik.v9i3.15746

Gusman, T. A., Novitasari, N., & Yulina, I. K. (2023). Effect of STEM Integrated Problem-Based Learning Model on Students’ Critical Thinking Skills on Electrolyte and Non-Electrolyte Solution Materials. Jurnal Penelitian Pendidikan IPA, 9(10), 8911–8917. https://doi.org/10.29303/jppipa.v9i10.5163

Halpern, D. F., & Dunn, D. S. (2021). Critical Thinking: A Model of Intelligence for Solving Real-World Problems. Journal of Intelligence, 9(2), 22. https://doi.org/10.3390/jintelligence9020022

Hasancebi, F, Y, Omer, G, Cagla, K, Mehmet, H. (2021). Impact of STEM Integrated Argumentation-Based Inquiry Applications on Students' Academic Success, Reflective Thinking and Creative Thinking Skills. Participatory Educational Research (PER), 8(4), 274-296. http://dx.doi.org/10.17275/per.21.90.8.4

Hendra, H., Zaini, M., & Dharmono, D. (2022). Green School Module: The Practicality Test in Scientific Performance Skills Training for Junior High School Students. BIO-INOVED: Jurnal Biologi-Inovasi Pendidikan, 4(1), 53. https://doi.org/10.20527/bino.v4i1.12241

Heryani, T. P., Suwarma, I. R., & Chandra, D. T. (2023). Development of STEM-Based Physics Module with Self-Regulated Learning to Train Students Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(6), 4245–4252. https://doi.org/10.29303/jppipa.v9i6.3578

Karunia, R., & Ridlo, S. (2022). STEM Integrated Flipped Classroom Learning Tools on Biodiversity Materials to Improve Students’ Critical Thinking Skills. Journal of Biology Education, 11(2), 242–253. Retrieved from http://journal.unnes.ac.id/sju/index.php/ujbe

Khairati, K., Artika, W., Sarong, M. A., Abdullah, A., & Hasanuddin, H. (2021). Implementation of STEM-Based Experiential Learning to Improve Critical Thinking Skills on Ecosystem Materials. Jurnal Penelitian Pendidikan IPA, 7(4), 752–757. https://doi.org/10.29303/jppipa.v7i4.850

Kusmiarti, R. (2023). Bahan Ajar Sintaksis: Sebuah Evaluasi dan Pengembangan. Sleman: Deepublish.

Laksono, A., Rusdi, M., & Sukmono, T. (2021). Pengembangan Modul Berpendekatan Pembelajaran Science Technology Engineering and Mathematic pada Materi Keanekaragaman Hayati untuk Meningkatkan Kreativitas. Biodik, 7(3), 46–55. https://doi.org/10.22437/bio.v7i3.13246

Lestari, D. A. B., Budi, A., & Darsono, T. (2018). Implementasi LKS dengan Pendekatan STEM (Science, Technology, Engineering, and Mathematics) untuk Meningkatkan Kemampuan Berpikir Kritis Siswa. Jurnal Pendidikan Fisika dan Teknologi, 4(2), 202–207. https://doi.org/10.29303/jpft.v4i2.809

Lestari, H. D., Rahmawati, Y., & Usman, H. (2024). STEM-PjBL Learning Model to Enhance Critical Thinking Skills of Students on Magnets, Electricity, and Technology. Jurnal Penelitian Pendidikan IPA, 10(8), 6027–6037. https://doi.org/10.29303/jppipa.v10i8.8153

Masdar, M., & Lestari, N. (2021). Pengembangan Lembar Kerja Peserta Didik Berbasis Problem Based Learning pada Mata Pelajaran Matematika Materi Penjumlahan Kelas II SD. Pedagogi: Jurnal Ilmiah Pendidikan, 8(1), 16–21. https://doi.org/10.47662/pedagogi.v8i1.239

Melanis, M., Fadilah, A. A., & Oktrifianty, E. (2023). Pengembangan Media Monopoli Menggunakan Model Problem Based Learning Pembelajaran IPA Kelas III di SDN Kampung Melayu III. Fondatia, 7(2), 390–405. https://doi.org/10.36088/fondatia.v7i2.3444

Mona, N., & Rachmawati, R. C. (2023). Penerapan Model Project Based Learning untuk Meningkatkan Keterampilan Kolaborasi dan Keterampilan Kreativitas Peserta Didik. Jurnal Pendidikan Guru Profesional, 1(2), 150–167. https://doi.org/10.26877/jpgp.v1i2.230

Monika, P. S., Suharno, S., & Rahmasari, L. (2023). Effectiveness of Science Technology Engineering Mathematics Problem Based Learning (STEM PBL) and Science Technology Engineering Mathematics Project Based Learning (STEM PjBL) to Improve Critical Thinking Ability. Jurnal Penelitian Pendidikan IPA, 9(11), 9593–9599. https://doi.org/10.29303/jppipa.v9i11.4910

Ngatminiati, Y., Hidayah, Y., & Suhono, S. (2024). Keterampilan Berpikir Kritis untuk Mengembangkan Kompetensi Abad 21 Siswa Sekolah Dasar. Jurnal Review Pendidikan dan Pengajaran (JRPP), 7(3), 8210–8216. Retrieved from https://share.google/d1tEY9QBpBYmC2BYV

Novitasari, A., Isnaini, L. A., & Supriyadi, S. (2024). The STEM-Based Project-Based Learning Impact on Students’ Critical Thinking Skills. Inornatus: Biology Education Journal, 4(2), 91–102. https://doi.org/10.30862/inornatus.v4i2.652

OECD. (2018). Education 2030: The Future of Education and Skills. Position Paper. Retrieved from http://www.oecd.org/education/2030/E2030%20Position%20Paper%20(05.04.2018).pdf

Pahrudin, A., Misbah, M., Alisia, G., Saregar, A., Asyhari, A., Anugrah, A., & Susilowati, N. E. (2021). The Effectiveness of Science, Technology, Engineering, and Mathematics-Inquiry Learning for 15-16 Years Old Students Based on K-13 Indonesian Curriculum: The Impact on the Critical Thinking Skills. European Journal of Educational Research, 10(2), 681-692. https://doi.org/10.12973/eu-jer.10.2.681

Pratama, R., & Cahaya, M. A. (2025). Hubungan antara Motivasi Mahasiswa dan Pengalaman Praktikum di Laboratorium Biologi. Indonesian Research Journal on Education, 5(1), 687–693. https://doi.org/10.31004/irje.v5i1.2049

Pratama, R., Muhdhar, M. H. I. A., & Ibrohim, I. (2024). Development of Bacteriology Textbook Based on Research on Mn Bioremediation in Bacteriology Course. Jurnal Penelitian Pendidikan IPA, 10(7), 4418–4426. https://doi.org/10.29303/jppipa.v10i7.7596

Pratiwi, R. S., & Rachmadiarti, F. (2021). Pengembangan E-Book Berbasis Science, Technology, Engineering, and Mathematics (STEM) Materi Pertumbuhan dan Perkembangan Tumbuhan untuk Melatihkan Keterampilan Literasi Sains. Berkala Ilmiah Pendidikan Biologi (BioEdu), 11(1), 165–178. https://doi.org/10.26740/bioedu.v11n1.p165-178

Ratih, A., Festiyed, F., & Arsih, F. (2024). Implementation of Project-Based Learning in 21st Century Learning in Science Learning: A Systematic Literature Review. International Conference on Education and Innovation, 15–24. Retrieved from https://share.google/J2wCNORiaqS7TIQaO

Santi, N., Winarti, A., & Soendjoto, A. (2018). Critical Thinking Ability of Biology Education Students Through Solving Environmental Problems. Jurnal Pendidikan Biologi, 11(1), 35–39. http://dx.doi.org/10.20961/bioedukasi-uns.v11i1.19738

Sari, D. S., Widiyawati, Y., Nurwahidah, I., & Setiawan, T. (2023). STEM Critical Thinking Assessment for Measuring Students’ Critical Thinking Skills in the Automotive Chemistry Course. Jurnal Penelitian Pendidikan IPA, 9(7), 5289–5295. https://doi.org/10.29303/jppipa.v9i7.4750

Sari, H. D., Riandi, R., & Surtikanti, H. K. (2021). Bahan Ajar Digital Bermuatan Potensi Lokal untuk Meningkatkan Pemahaman Konsep dan Motivasi Belajar pada Materi Bioteknologi Konvensional: Literature Review. Jurnal Basicedu, 5(5), 3472–3481. Retrieved from https://journal.uii.ac.id/ajie/article/view/971

Supeno, S., Maryani, M., Lesmono, A. D., & Astutik, S. (2023). The Effect of Scaffolding Prompting Questions on Scientific Writing Skills in the Inquiry Classroom. JPI (Jurnal Pendidikan Indonesia), 12(1), 30–38. https://doi.org/10.23887/jpiundiksha.v12i1.54655

Tene, T., Marcatoma Tixi, J. A., Robalino, M. D. L. P., Salazar, M. J. M., Gomez, C. V., & Bellucci, S. (2024). Integrating Immersive Technologies with STEM Education: A Systematic Review. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1410163

Trilling, B., & Fadel, C. (2009). 21st Century Skills: Learning for Life in Our Times. Jossey-Bass.

Triwoelandari, R., Rahmawati, P., & Gustiawati, S. (2023). Pengembangan Modul Pembelajaran IPA Berbasis Project Based Learning untuk Meningkatkan Kemampuan Kolaborasi Siswa Kelas 5 SD/MI. At-Ta`Dib, 7(3). https://doi.org/10.32832/at-tadib.v7i3.19494

Weldi, W. (2020). Identifikasi Potensi Materi Ajar Invertebrata di Area Pantai Kecamatan Serasan pada Materi Pelajaran IPA. Bio-Edu: Jurnal Pendidikan Biologi, 5(1), 10–23. https://doi.org/10.32938/jbe.v5i1.492

Yaki, A. A. (2022). Fostering Critical Thinking Skills Using Integrated STEM Approach Among Secondary School Biology Students. European Journal of STEM Education, 7(1), 06. https://doi.org/10.20897/ejsteme/12481

Zulkarnain, T. S., & Tanjung, I. F. (2023). STEM Based Ecosystem Module: An Effort to Improve Students’ Science Process Skill. Jurnal Pendidikan dan Pengajaran, 56(1), 33–44. https://doi.org/10.23887/jpp.v56i1.59516

Zulyusri, Z., Santosa, T. A., Festiyed, F., Yerimadesi, Y., Yohandri, Y., Razak, A., & Sofianora, A. (2023). Effectiveness of STEM Learning Based on Design Thinking in Improving Critical Thinking Skills in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(6), 112–119. https://doi.org/10.29303/jppipa.v9i6.3709

Author Biographies

Kasmiruddin, Universitas Muhammadiyah Bengkulu

Author Origin : Indonesia

Endang Widi Winarni, Universitas Bengkulu

Author Origin : Indonesia

Abdul Rahman, Universitas Bengkulu

Author Origin : Indonesia

Downloads

Download data is not yet available.

How to Cite

Kasmiruddin, Winarni, E. W., & Rahman, A. (2025). Enhancing Critical Thinking Skills of Biology Students Through the Development of STEM-Based Invertebrate Zoology Teaching Materials. Jurnal Penelitian Pendidikan IPA, 11(9), 237–244. https://doi.org/10.29303/jppipa.v11i9.11637