The Influence of STEM: Integrated PjBL Learning Models on Students' Mathematical Creative Thinking Abilities Examined from a Metacognitive Perspective
Abstract
The STEM-integrated PjBL learning model is one solution to enhance students’ creative mathematical thinking skills. Efforts to maximize students’ mathematical creative thinking abilities involve using a metacognitive approach. This research aims to (1) determine the effect of the STEM-integrated PjBL learning model on students’ mathematical creative thinking abilities in terms of metacognition and (2) investigate the interaction between the learning models and students’ metacognition levels (high, medium, and low) on students’ mathematical creative thinking abilities between the experimental and control classes. The population in this study consisted of all eighth-grade students at SMP Negeri 6 Jepara for the 2022/2023 academic year. The samples for this research were selected from class VIII-E and class VIII-G using a cluster random sampling technique. The research design employed was the posttestonly control group design. Data collection in the research included metacognitive questionnaires, written creative thinking tests, and documentation. Data were analyzed using a two-way ANOVA test followed by the Scheffe test. The results of the research indicate that (1) there is an influence of the STEM-integrated PjBL learning model on students’ mathematical creative thinking abilities in terms of metacognition, and (2) there is an interaction between the learning model and students’ metacognition levels on mathematical creative thinking abilities. Students who received STEM-integrated PjBL learning showed better results in terms of mathematical creative thinking abilities when compared to students who underwent conventional learning.
Keywords: STEM integrated PjBL, think creatively, metacognitive
References
[1] H11endriana H, Rohaeti EE, Sumarmo U, Atif NF. Hard Skills dan Soft Skills Matematik Siswa. Bandung: PT Refika Aditama; 2018.
[2] Saidah I. Dwijanto, Iwan J. Kemampuan Berpikir Kreatif Siswa dalam Pembelajaran Matematika. In: Prosiding Seminar Nasional Pascasarjana UNNES. 2020. p. 1042–5.
[3] Hermawati H, Nurcahyono NA, Setiani A. Proses Pelaksanaan Remidial Teaching Terhadap Ketuntasan Belajar Matematika Peserta Didik. Sosiohumaniora. 2018 Aug;4(2):102–6.
[4] Eryanti I. Pengaruh Strategi Belajar Peta Konsep Terhadap Ketuntasan Belajar Matematika Siswa. Fibonacci, Jurnal Pendidikan Matematika dan Matematika. 2015 Dec;1(2):45–58.
[5] Raj Acharya B. Factors Affecting Difficulties in Learning Mathematics by Mathematics Learners. International Journal of Elementary Education. 2017;6(2):8–15.
[6] Madyani I, Yamtinah S, Utomo SB, Saputro S, Mahardiani L. Profile of Students’ Creative Thinking Skills in Science Learning. In: Advances in Social Science, Education and Humanities Research, 3rd International Conference on Learning Innovation and Quality Education (ICLIQE 2019). Atlantis Press SARL; 2020. p. 957– 64.
[7] Sumarni W, Kadarwati S. Ethno-STEM Project-Based Learning: Its Impact to Critical and Creative Thinking Skills. Jurnal Pendidikan IPA Indonesia. 2020;9(1):11–21.
[8] Kelen YP. Pembelajaran Matematika dengan Pendekatan Problem Posing untuk Meningkatkan Kemampuan Berpikir Kreatif Siswa (Mathematics Learningwith Problem Posng Approach to Improve Creative Thinking Ability of Students). Jurnal Matematika dan Pendidikan Matematika [Internet]. 2016 Mar [cited 2023 Oct 6];I(1):55–64. Available from: https://journal.unipdu.ac.id/index.php/jmpm/article/view/513
[9] Utami RW, Endaryono BT, Djuhartono T. Meningkatkan Kemampuan berpikir Kreatif Matematis Siswa Melalui Pendekatan Open-Ended. Faktor Jurnal IlmiahKependidikan. 2020 Mar;7(1):43–8.
[10] Fitri R. Metakognitif Pada Proses Belajar Anak Dalam Kajian Neurosains. Jurnal Pendidikan. 2017;2(1):44–52.
[11] Güner P, Erbay HN. Metacognitive Skills and Problem-Solving. International Journal of Research in Education and Science. 2021 May 21;715–34. https://doi.org/10.46328/ijres.1594.
[12] Widodo BS, Utaya S, Sholeh M, Nugraheni L. The Effectiveness of Integrating Learning Management to Online Project-Based Learning on Students’ Metacognitive Abilities. Studies in Learning and Teaching. 2023 May;4(1):183–94.
[13] Zayyadi M, Hasanah SI, Muhaimin A. Pengembangan Lembar Kegiatan Siswa dalam Pemecahan Masalah Matematika dengan Pendekatan Metakognitif. BRILIANT:Jurnal Riset dan Konseptual. 2018 Nov;3(4):401–10. https://doi.org/10.28926/briliant.v3i4.227.
[14] Wahyu R. Implementasi Model Project Based Learning (PjBL) Ditinjau dari Penerapan Kurikulum 2013. TEKNOSCIENZA [Internet]. 2016 Oct [cited 2023 Oct 6];1(1):49–62. Available from: https://ejournal.kahuripan.ac.id/index.php/TECNOSCIENZA/article/view/18/12
[15] Kristiyanto D. Peningkatan Kemampuan Berpikir Kritis dan Hasil Belajar Matematika dengan Model Project Based Learning (PJBL). Jurnal Mimbar Ilmu [Internet]. 2020 [cited 2023 Oct 6];25(1):1–10. Available from: https://ejournal.undiksha.ac.id/index.php/MI/article/view/24468/15050
[16] Baran M, Baran M, Karakoyun F, Maskan A. The Influence of Project-Based STEM (PjbL-STEM) Applications on the Development of 21st-Century Skills. Journal of Turkish Science Education. 2021;18(4):798–815.
[17] Hartini A. Pengembangan Prangkat Pembelajaran Model Project Based Learning untuk Meningkatkan Kemampuan Berpikir Kritis Siswa Sekolah Dasar. ELSE (Elementary School Education Journal [Internet]. 2017 Dec [cited 2023 Oct 6];1(2a):6–16. Available from: https://journal.um-surabaya.ac.id/index.php/pgsd/article/view/1038
[18] Purwaningsih E, Sari SP, Sari AM, Suryadi A. The Effect of STEMPjBL and Discovery Learning on Improving Students’ Problem-Solving Skills of the Impulse and Momentum Topic. Jurnal Pendidikan IPA Indonesia [Internet]. 2020 Dec 1 [cited 2023 Oct 6];9(4):465–76. Available from: https://journal.unnes.ac.id/nju/index.php/jpii/article/view/26432
[19] Lou SJ, Chou YC, Shih RC, Chung CC. A study of creativity in CaC 2 steamshipderived STEM project-based learning. Eurasia J Math Sci Technol Educ. 2017 Jun;13(6):2387–404.
[20] Ulya R. Kemampuan Berpikir Kreatif Matematis dan Entrepreneurship Siswa SMK Melalui Model PjBL STEM Berbantuan Fun Card [Semarang]UNNES; 2018.
[21] Jesika AF. Efektivitas Pendekatan Metakognitif Terhadap Peningkatan Kemampuan Berpikir Kritis Matematis Siswa Kelas VII DI MTS Negeri 2 Mataram Tahun Pelajaran 2019/2020 [Skripsi]Universitas Islam Negeri Mataram; 2020.[Mataram].
[22] Wulandari K. Pengaruh Penerapan Strategi Metakognitif Terhadap Kemampuan Berpikir Kritis Matematis Berdasarkan Kemandirian Belajar Siswa Sekolah Menengah Pertama Negeri 1 Siak Hulu [Skripsi]Universitas Islam Negeri Sultan Syarif Kasim Riau; 2019.[Pekanbaru].
[23] Hafiana H. Pengaruh Model Pembelajaran Project-Based Learning (PjBL) Terintegrasi STEM Terhadap Kemampuan Berpikir Kreatif Siswa pada Materi IPA Kelas 4 di SDI Surya Buana [Malang]Universits Islam Maulana Malik Ibrahim; 2022.
[24] Chalim. Muhammad Nur, Mariani S, Wijayanti K. Kemampuan Komunikasi Matematis Siswa SMK Ditinjau dari Self Efficacy pada Setting Pembelajaran Project Based Learning Terintegrasi STEM. PRISMA. Prosiding Seminar Nasional Matematika [Internet]. 2019;2:540–50. Available from: https://journal.unnes.ac.id/sju/index.php/prisma/
[25] Fiteriani I, Diani R, Hamidah A, Anwar C. Project-based learning through STEM approach: Is it effective to improve students’ creative problem-solving ability and metacognitive skills in physics learning? In: IOP Conference Series: Earth and Environmental Science. IOP Publishing Ltd; 2021. https://doi.org/10.1088/1742- 6596/1796/1/012058.