Integrating RADEC model and classroom climate to enhance critical and collaborative skills in environmental change learning
DOI:
https://doi.org/10.21009/biosferjpb.58489Keywords:
Classroom Climate, Environmental Education, RADECAbstract
Critical thinking and collaborative skills are essential 21st-century competencies, yet many high school students still show limited development in these areas due to lack of conducive classroom environments and innovative learning models. This study aims to investigate the effects of the RADEC model and classroom climate on students’ critical thinking and collaborative skills related to environmental change. A quasi-experimental design with a 2×2 factorial model was applied to 132 tenth-grade students selected through simple random sampling. Students were divided into experimental and control groups. The findings revealed that (1) the RADEC model significantly improved students’ critical and collaborative thinking skills (p < 0.001), (2) classroom climate significantly affected these skills (p = 0.001), and (3) there was a significant interaction between the model and classroom climate (p = 0.023). These results indicate that integrating the RADEC model with a supportive classroom climate can effectively enhance students’ 21st-century learning skills and provide practical insights for improving biology education.
References
Abidin, N. R., Purnomo, E. A., & Mawarsari, V. D. (2021, December). Radec Learning Design Modelto Train The 21st Century Skills In Elementary School. In Prosiding Seminar Nasional & Internasional. https://jurnal.unimus.ac.id/index.php/psn12012010/article/view/9013/6046
Acim, Maysuri, T., & Sopacua, J. (2024). Pengaruh Penerapan Model Pembelajaran Project Based Learning dalam Upaya Meningkatkan Hasil Belajar pada SMA Negeri 3 Maluku Tengah. JIMPS : Jurnal Ilmiah Mahasiswa Pendidikan Sejarah, 9(4), 566–580. https://doi.org/10.24815/jimps.v9i4.32918
Aizikovitsh-Udi, E., & Cheng, D. (2015). Developing Critical Thinking Skills from Dispositions to Abilities: Mathematics Education from Early Childhood to High School. Creative Education, 06(04), 455–462. https://doi.org/10.4236/ce.2015.64045
Azisah, Khaeruddin, Ristiana, E., & S Ilham, M. (2023). Pengaruh Model Pembelajaran Inkuiri terhadap Kemampuan Berpikir Kritis pada Peserta Didik Kelas V Sekolah Dasar. JIIP (Jurnal Ilmiah Ilmu Pendidikan), 6(3), 1439–1446. https://doi.org/10.54371/jiip.v6i3.1572
Badriyah, N., Sulaeman, Moh. M., Wibowo, S. N., & Anggapratama, R. (2024). The Role of Constructive Conflict Management in Fostering Team Collaboration and Innovation: A Perspective of Transformational Leadership. Journal of Contemporary Administration and Management (ADMAN), 2(1), 402–408. https://doi.org/10.61100/adman.v2i1.159
Barr, J. J. (2016, October). Developing a Positive Classroom Climate. IDEA Paper, 61, 1–9.
Cadima, J., Doumen, S., Verschueren, K., & Buyse, E. (2015). Child engagement in the transition to school: Contributions of self-regulation, teacher-child relationships and classroom climate. Early Childhood Research Quarterly, 32, 1–12. https://doi.org/10.1016/j.ecresq.2015.01.008
Candrawati, Ed. (2020). Penerapan Model Direct Intruction untuk Meningkatkan Hasil Belajar Biologi. Jurnal Educatio FKIP UNMA, 6(1), 140–146. https://doi.org/10.31949/educatio.v6i1.287
Çengel, M., & Türkoğlu, A. (2016). Analysis through hidden curriculum of peer relations in two different classes with positive and negative classroom climates. Kuram ve Uygulamada Egitim Bilimleri, 16(6), 1893–1919. https://doi.org/10.12738/estp.2016.6.0103
Chang, Y. C., Yeh, M. L., Lin, K. C., & Wang, K. Y. (2021). Trajectory of growth in Taiwanese nursing students’ professional self-concept over two years and its association with critical thinking and class climate. Journal of Professional Nursing, 37(4), 729–734. https://doi.org/10.1016/j.profnurs.2021.05.002
Cheema, J., & Kitsantas, A. (2016). Predicting high school student use of learning strategies: the role of preferred learning styles and classroom climate. Educational Psychology, 36(5), 845–862. https://doi.org/10.1080/01443410.2014.981511
Cheruvelil, K. S., Soranno, P. A., Weathers, K. C., Hanson, P. C., Goring, S. J., Filstrup, C. T., & Read, E. K. (2014). Creating and maintaining high-performing collaborative research teams: The importance of diversity and interpersonal skills. Frontiers in Ecology and the Environment, 12(1), 31–38. https://doi.org/10.1890/130001
Facione, P. A., & Facione, N. C. (2013). Critical Thinking for Life: Valuing, Measuring, and Training Critical Thinking in All Its Forms. INQUIRY: Critical Thinking Across The Disciplines, 28(1), 5–25. https://doi.org/10.5840/inquiryct20132812
Ferdiyanto, F., & Muhid, A. (2020). Stres akademik pada siswa: Menguji peranan iklim kelas dan school well-being. Persona:Jurnal Psikologi Indonesia, 9(1), 140–156. https://doi.org/10.30996/persona.v9i1.3523
Fyolova, E. V., Rogach, O. V., & Ryabova, T. M. (2020). Digitalization of Education in Modern Scientific Discourse: New Trends and Risks Analysis. European Journal of Contemporary Education, 9(2), 313–336. https://doi.org/10.13187/ejced.2020.2.313
Godfrey, E. B., & Grayman, J. K. (2014). Teaching Citizens: The Role of Open Classroom Climate in Fostering Critical Consciousness Among Youth. Journal of Youth and Adolescence, 43(11), 1801–1817. https://doi.org/10.1007/s10964-013-0084-5
González-Sanmamed, M., Sangrà, A., Souto-Seijo, A., & Blanco, I. E. (2020). Learning ecologies in the digital era: Challenges for higher education. In Publicaciones de la Facultad de Educacion y Humanidades del Campus de Melilla (Vol. 50, Issue 1, pp. 83–102). Universidad de Granada. https://doi.org/10.30827/PUBLICACIONES.V50I1.15671
Graesser, A. C., Fiore, S. M., Greiff, S., Andrews-Todd, J., Foltz, P. W., & Hesse, F. W. (2018). Advancing the Science of Collaborative Problem Solving. Psychological Science in the Public Interest, 19(2), 59–92. https://doi.org/10.1177/1529100618808244
Handayani, H., Rizali, I., Somantri, M., & Sukardi, R. (2024). Inovasi Pendidikan Di Sekolah Dasar: Model RADEC Dan Pengaruhnya Pada Kemampuan Pemecahan Masalah IPA Siswa 5. Pendas: Jurnal Ilmiah Pendidikan Dasar, 9(2), 102–119. https://www.journal.unpas.ac.id/index.php/pendas/article/view/15342/7134
Hanifah, E., Setiono, S., & Nuranti, G. (2021). Pengaruh Model Socio-Scientific Issue Terhadap Keterampilan Memecahkan Masalah Menggunakan Aplikasi Powtoon pada Materi Perubahan Lingkungan. BIODIK, 7(4), 18–28. https://doi.org/10.22437/bio.v7i4.13758
Hanum, C. B., Sopandi, W., & Sujana, A. (2023). Students’ Participation and Collaboration Skills through RADEC Learning Model and the Influencing Factors. Mimbar Sekolah Dasar, 10(1), 210–225. https://doi.org/10.53400/mimbar-sd.v10i1.55449
Hernita, & Dharma, S. (2023). Studi Literatur: Pemanfaatan Model Radec Terhadap Keterampilan Berpikir Tingkat Tinggi dalam Pembelajaran PKN di Sekolah Dasar. Journal on Education, 6(1), 5918–5927. https://jonedu.org/index.php/joe/article/view/3794
Hidayanti, E., Diana, S., & Zumrohatin, S. (2023). Peranan Model Problem-Based Learning dalam Memperbaiki Kemampuan Pemecahan Masalah Siswa Kelas X SMA Negeri 7 Bandung pada Materi Perubahan Lingkungan. EduBiologia: Biological Science and Education Journal, 3(2), 122. https://doi.org/10.30998/edubiologia.v3i2.17842
Ilham S, M., Kune, S., & Rukli. (2020). The Effect of Radec’s Learning Model Assisted by Zoom Application on Science Critical Thinking Ability during Covid-19 Pandemic Era. Indonesian Journal of Primary Education, 4(2), 174–183. https://doi.org/10.17509/ijpe.v4i2.29262
Ishak, N. M., Ariffin. S. R, Din, R., & Karim, A. A. (2002). Expanding the Traditional Classroom Through Computer Technology: Collaborative Learning in Graduate Social Science Courses. Jurnal Teknologi, 3(5), 17–28. https://doi.org/10.11113/jt.v37.553
Kiska, N. D., Haryanto, E., & Indryani, I. (2024). Improving Students’ Collaboration Skills Using the RADEC Learning Model in Elementary School Science Learning. Jurnal Pijar Mipa, 19(2), 240–247. https://doi.org/10.29303/jpm.v19i2.6606
Kusuma, E., Handayani, A., & Rakhmawati, D. (2024). Pentingnya Pengembangan Kemampuan Berpikir Kritis Pada Siswa Sekolah Dasar: Sebuah Tinjauan Literatur. Wawasan Pendidikan, 4(2), 369–379. https://doi.org/10.26877/jwp.v4i2.17971
Lestari, R. V. A., & Hindun. (2023). Penerapan 4C (Communication, Collaboration, Critical Thinking, Creativity) Pada Kurikulum Merdeka Di Tingkat SMA. REDUPLIKASI : Jurnal Penelitian Pendidikan Bahasa Indonesia, 3(2), 15–26. http://ejurnal.pps.ung.ac.id/index.php/Reduplikasi/
Lu, K., Yang, H. H., Shi, Y., & Wang, X. (2021). Examining the key influencing factors on college students’ higher-order thinking skills in the smart classroom environment. International Journal of Educational Technology in Higher Education, 18(1). https://doi.org/10.1186/s41239-020-00238-7
Lubis, T. A., Lubis, R. H. H., & Ramadhan, N. (2024). Pengaruh Model Pembelajaran RADEC (Read, Answer, Discuss, Explain, Create) Terhadap Hasil Belajar IPA pada Tema 7 Indahnya Keberagaman di Negeriku Subtema 1 Keragaman Suku Bangsa dan Agama di Negeriku Kelas IV SD Negeri Perbaungan Tahun Pelajaran 2022/2023. Tematik: Jurnal Penelitian Pendidikan Dasar, 3(2), 145–149. https://doi.org/10.57251/tem.v3i2.1502
Maarif, M. (2020). Efektivitas Model Pembelajaran Direct Instruction intuk Meningkatkan Keterampilan Membatik Pada Siswa Sekolah Dasar di Sanggar Batik Cikadu. JURNAL PAJAR (Pendidikan Dan Pengajaran), 4(1). https://doi.org/10.33578/pjr.v4i1.7894
Meyer, M. W., & Norman, D. (2020). Changing Design Education for the 21st Century. She Ji, 6(1), 13–49. https://doi.org/10.1016/j.sheji.2019.12.002
Miller, J. E., Trimbur, J., & Wilkes, J. M. (1994). Group Dynamics: Understanding Group Success and Failure in Collaborative Learning. New Directions for Teaching and Learning, 3(59), 33–43. https://doi.org/10.1002/tl.37219945906
Nithyanantham, V., Paulmony, R., & Hasan, S. R. (2020). Self-Perspective of 21 st Century Educators: A Challenge in The Globalised Educational World. IJERE : Intenational Journal of Educational Research Review, 9(2), 325–334. https://www.ijere.com/article/self-perspective-of-21st-century-educators-a-challenge-in-the-globalised-educational-world
Permana, T. I., Hindun, I., Rofi’ah, N. L., & Azizah, A. S. N. (2019). Critical thinking skills: The academic ability, mastering concepts, and analytical skill of undergraduate students. JPBI (Jurnal Pendidikan Biologi Indonesia), 5(1), 1–8. https://doi.org/10.22219/jpbi.v5i1.7626
Pratama, Y. A., Sopandi, W., & Hidayah, Y. (2019). RADEC Learning Model (Read-Answer-Discuss-Explain And Create): The Importance of Building Critical Thinking Skills In Indonesian Context. International Journal for Educational and Vocational Studies, 1(2). https://doi.org/10.29103/ijevs.v1i2.1379
Rahmi, R., Mini, R., & Salim, A. (2017). Peran Pelibatan Diri Siswa Sebagai Mediator Dalam Hubungan Antara Iklim Kelas Dengan Sikap Kreatif Siswa SD Sekolah Alam. Jurnal Psikologi Undip, 16(1), 77–87. https://doi.org/DOI:10.14710/jpu.16.1.77-87
Ramadhan, M. R. (2023). Analysis of the Critical Thinking Skills of Students in Senior High School in Solving the Reaction Rate Problem. Jurnal Akademika Kimia, 12(4), 216–220. https://doi.org/10.22487/j24775185.2023.v12.i4.pp216-220
Ramakrishnan, , Anand, Ottmar, E., LoCasale-Crouch, J., & Whitehill, J. (2019). Toward Automated Classroom Observation: Predicting Positive and Negative Climate. 1–8. https://doi.org/10.1109/FG.2019.8756529
Rambe, A. A., Suresman, E., & Firmansyah, M. I. (2025). RADEC Model: A Solution to Train Students’ Collaborative Skills in Learning Islamic Education. IJMURHICA : International Journal of Multidisciplinary Research of Higher Education, 8(2), 344–354. https://doi.org/10.24036/ijmurhica.v8i3.342
Ratnasari, D. H., & Nugraheni, N. (2024). Peningkatan Kualitas Pendidikan Di Indonesia Dalam Mewujudkan Program Sustainable Development Goals (SDGs). Jurnal Citra Pendidikan, 4(2), 1652–1665. https://doi.org/10.38048/jcp.v4i2.3622
Rosyida, F., Zubaidah, S., & Mahanal, S. (2016). Seminar Nasional XIII Pendidikan Biologi FKIP UNS 209 Empowering Critical Thinking Skills by Remap TmPS (Reading Concept Map Timed Pair Share) Learning Model). Proceeding Biology Education Conference - FKIP UNS, 13(1), 209–214. https://jurnal.uns.ac.id/prosbi/article/view/5700
Sari, N., & Sukmawati, W. (2023). Pengaruh Penerapan Model Pembelajaran RADEC terhadap Penguasaan Konsep Sistem Peredaran Darah Manusia pada Siswa Kelas V SD. Ideas: Jurnal Pendidikan, Sosial, Dan Budaya, 9(4), 1257. https://doi.org/10.32884/ideas.v9i4.1460
Setiawan, T. Y., Destrinelli, & Wulandari, B. A. (2022). Keterampilan Berfikir Kritis Pada Pembelajaran IPA Menggunakan Model Pembelajaran Radec di Sekolah Dasar : Systematic Literature Review. JUSTEK : Jurnal Sains Dan Teknologi, 5(2), 133–141. https://doi.org/10.31764/justek.v5i2.11421
Shechtman, Z. (2006). The relationship of life skills and classroom climate to self-reported levels of victimization. International Journal for the Advancement of Counselling, 28(4), 359–373. https://doi.org/10.1007/s10447-006-9020-7
Sopandi, W. (2017). The Quality Improvement Of Learning Processes And Achievements Through The Read-Answer-Discuss-Explain-And Create Learning Model Implementation. Enhancement of Pedagogy in Cultural Diversity Towards Excellence in Education, 3, 1–9.
Sriklaub, K., Wongwanich, S., & Wiratchai, N. (2015). Development of the Classroom Climate Measurement Model. Procedia - Social and Behavioral Sciences, 171, 1353–1359. https://doi.org/10.1016/j.sbspro.2015.01.253
Susongko, P., Bhandari, R., Kusuma, M., Arfiani, Y., & Pratama, D. (2024). Community Critical Thinking Skills Framework: A Literature Review Study. Journal of Innovation in Educational and Cultural Research, 5(1), 35–42. https://doi.org/10.46843/jiecr.v5i1.978
Walker, S., & Graham, L. (2021). At risk students and teacher-student relationships: student characteristics, attitudes to school and classroom climate. International Journal of Inclusive Education, 25(8), 896–913. https://doi.org/10.1080/13603116.2019.1588925
Wang, J., Guo, D., & Jou, M. (2015). A study on the effects of model-based inquiry pedagogy on students’ inquiry skills in a virtual physics lab. Computers in Human Behavior, 49, 658–669. https://doi.org/10.1016/j.chb.2015.01.043
Yanti, W. (2019). Penggunaan Model Pembelajaran Langsung (Direct Instruction) untuk Meningkatkan Hasil Belajar Biologi Siswa Kelas X IPA 1 SMA Negeri 15 Kota Takengon. Jurnal Biotik, 7(2), 115–120. https://core.ac.uk/download/pdf/270149387.pdf
Zedan, R. (2010). New dimensions in the classroom climate. Learning Environments Research, 13(1), 75–88. https://doi.org/10.1007/s10984-009-9068-5
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