Kemampuan Berpikir Kreatif dan Pemahaman Konsep Matematis siswa di Indonesia: Analisis Jalur dengan Structural Equation Model
Achi Rinaldi, Universitas Islam Negeri Raden Intan Lampung, Bandar Lampung, Indonesia
Rikka Yulina, Universitas Islam Negeri Raden Intan Lampung, Bandar Lampung, Indonesia
Suherman Suherman, University of Szeged, Hungary
Laila Puspita, Universitas Islam Negeri Raden Intan Lampung, Bandar Lampung, Indonesia
Abstract
Penelitian ini menganalisis hubungan kemampuan berpikir kreatif dan pemahaman konsep matematis. Data diambil dari 58 responden yang berasal dari siswa kelas XI SMA Negeri di Bandar Lampung. Analisis data yang digunakan adalah analisis jalur (path analysis), guna melihat hubungan langsung dan tidak langsung antara variabel laten serta mengkonfirmasi kembali model yang telah dihipotesiskan dengan berbantuan SPSS dan Lisrel 8.80. Hasil penelitian menunjukkan bahwa terdapat hubungan baik antara peubah laten ke peubah laten lainnya maupun antara peubah indikator ke peubah latennyaa itu sendiri. Terjadi kombinasi linear pada indikator kelima peubah laten pemahaman konsep matematis yaitu mengaitkan berbagai kosep sehingga yang terlihat hubungannya hanya empat indikator lainnya dan terdapat hubungan antara peubah indikator pemahaman konsep dengan peubah laten pemahaman konsep itu sendiri serta yang berpengaruh kuat dalam peubah laten indikator berpikir kreatif terletak pada indikator ketiga dan indikator kedua pada peubah laten kemampuan pemahaman konsep matematis dengan nilai masing-masing koefisien λ sebesar 0.96 dan 1.32.
This study analyzes the relationship between creative thinking ability and understanding of mathematical concepts. The data were taken from 58 respondents who came from class XI students of SMA Negeri in Bandar Lampung. The data analysis used was path analysis, in order to see direct and indirect relationships between latent variables and to reconfirm the hypothesized model with the help of SPSS and Lisrel 8.80. The results showed that there was a good relationship between latent variables and other latent variables and between indicator variables and the latent variables themselves. There is a linear combination of the five latent variables for understanding mathematical concepts, namely associating various concepts so that only the other four indicators can be seen and there is a relationship between the indicator variables for understanding the concept and the latent variable for understanding the concept itself and the one that has a strong influence on the latent variable for indicators of creative thinking lies in the third indicator and the second indicator on the latent variable ability to understand mathematical concepts with the respective values of the coefficient λ of 0.96 and 1.32.
Keywords
Full Text:
PDFReferences
Abusamra, A. (2022). The role of community colleges in developing creativity and innovation skills of vocational students (The University College of Applied Science as a Case Study). Dirasat, Human and Social Sciences, 49(2), 583-598. https://doi.org/10.35516/hum.v49i2.1817
Agustina, W., & Noor, F. (2016). Hubungan hasil belajar dan tingkat berpikir kreatif siswa dalam pembelajaran matematika. Math Didactic: Jurnal Pendidikan Matematika, 2(3), 191-200. https://doi.org/10.33654/math.v2i3.49
Aisy, R., & Kurniasari, I. (2019). hubungan kemampuan berpikir kreatif dan kemampuan siswa dalam membuat soal matematika. MATHEdunesa, 8(2), 196-200. https://doi.org/10.26740/mathedunesa.v8n2.p196-200
Alkhatib, O. J. (2019). A framework for implementing higher-order thinking skills (problem-solving, critical thinking, creative thinking, and decision-making) in engineering & humanities. 2019 Advances in Science and Engineering Technology International Conferences (ASET), 1-8.
https://doi.org/10.1109/ICASET.2019.8714232
Al-Zu'bi, M. A. A., Omar-Fauzee, M. S., & Kaur, A. (2017). The relationship between creative thinking and motivation to learn creative thinking among pre-schoolers in Jordan. European Journal of Education Studies, 3(3), 426-442, http://dx.doi.org/10.46827/ejes.v0i0.546
Borodina, T., Sibgatullina, A., & Gizatullina, A. (2019). Developing creative thinking in future teachers as a topical issue of higher education. Journal of Social Studies Education Research, 10(4), 226-245. https://jsser.org/index.php/jsser/article/view/919
Budiyono, A., Husna, H., & Wildani, A. (2020). Pengaruh penerapan model pbl terintegrasi steam terhadap kemampuan berpikir kreatif ditinjau dari pemahaman konsep siswa. Edusains, 12(2), 166-176.
https://doi.org/10.15408/es.v12i2.13248
Dalilan, R., & Sofyan, D. (2022). Kemampuan berpikir kreatif matematis siswa SMP ditinjau dari self confidence. Plusminus: Jurnal Pendidikan Matematika, 2(1), 141-150. https://doi.org/10.31980/plusminus.v2i1.1585
Dewi, C. A., & Mashami, R. A. (2019). The effect of chemo-entrepreneurship oriented inquiry module on improving students' creative thinking ability. Journal of Turkish Science Education, 16(2), 253-263. https://doi.org/10.12973/tused.10279a
Eristya, A. M., & Aznam, N. (2019). Natural science learning with modified free inquiry to develop students' creative thinking skills. Journal of Physics: Conference Series, 1233(1), 012107.
https://doi.org/10.1088/1742-6596/1233/1/012107
Eva, L. M., & Kusrini, M. (2016). Hubungan kecerdasan emosional dan berpikir kreatif terhadap prestasi belajar matematika. Formatif: Jurnal Ilmiah Pendidikan MIPA, 5(3), 245-256. https://doi.org/10.30998/formatif.v5i3.650
Fernandes, A. A. R. (2017). Metode Statistika Multivariat Pemodelan Persamaan Struktural (SEM) Pendekatan WarpPLS. Universitas Brawijaya Press.
Geisinger, K. F. (2016). 21st century skills: What are they and how do we assess them? Applied Measurement in Education, 29(4), 245-249. https://doi.org/10.1080/08957347.2016.1209207
Gökçen, Y. (2022). The effect of 21st century skills training on foreign language teachers' perceptions regarding their educational technology and materials development competencies. Bartın University Journal of Faculty of Education, 11(1), 118-136. https://doi.org/10.14686/buefad.777974
Graham, S. (2022). Teaching writing in the digital age. Educational Psychology Section; D. Fisher (Ed.). Routledge Encyclopedia of Education (Online). Taylor & Francis. https://doi.org/10.4324/9781138609877-REE101-1
Herawati, E., Somatanaya, A. A. G., & Hermanto, R. (2019). Hubungan self-confidence dan kemampuan berpikir kreatif matematik peserta didik yang diajar menggunakan model elicting activities (MEAs). Journal of Authentic Research on Mathematics Education (JARME), 1(1), 1-9. https://doi.org/10.37058/jarme.v1i1.621
Ikalindhari, A., Ambarwati, R., & Rahayu, D. A. (2020). Developing student worksheet based on imindmap in animalia topic to train creative thinking ability. Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia), 6(3), 423-435. https://doi.org/10.22219/jpbi.v6i3.13235
Jawad, L. F., Majeed, B. H., & ALRikabi, H. T. (2021). The impact of teaching by using STEM approach in the development of creative thinking and mathematical achievement among the students of the fourth scientific class. International Journal of Interactive Mobile Technologies, 15(13), 172-188.
https://doi.org/10.3991/ijim.v15i13.24185
Karakelle, S. (2009). Enhancing fluent and flexible thinking through the creative drama process. Thinking Skills and Creativity, 4(2), 124-129. https://doi.org/10.1016/j.tsc.2009.05.002
Kilpatrick, J., Swafford, J., & Findell, B. (2002). Adding it up: Helping children learn mathematics. The National Academies Press. The Book Is Available Free on the Web. Accessed, 2(4), 04. https://doi.org/10.17226/9822
Leasa, M., Batlolona, J. R., & Talakua, M. (2021). Elementary students' creative thinking skills in science in the Maluku Islands, Indonesia. Creativity Studies, 14(1), 74-89. https://doi.org/10.3846/cs.2021.11244
Lestari, T. P., Sarwi, S., & Sumarti, S. S. (2018). STEM-based project based learning model to increase science process and creative thinking skills of 5th grade. Journal of Primary Education, 7(1), 18-24. https://doi.org/10.15294/jpe.v7i1.21382
Lince, R. (2016). Creative thinking ability to increase student mathematical of junior high school by applying models numbered heads together. Journal of Education and Practice, 7(6), 206-212. https://iiste.org/Journals/index.php/JEP/article/view/29109/29873
Lopes, J., Silva, H., Catarino, P., Morais, E., & Vasco, P. (2019). Cooperative learning on promoting creative thinking and mathematical creativity in higher education. REICE: Revista Iberoamericana Sobre Calidad, Eficacia y Cambio En Educacion, 17(3), 5-22. https://doi.org/10.15366/reice2019.17.3.001
Nilayanti, M., Suastra, W., & Gunamantha, M. (2019). Pengaruh model pembelajaran talking stick terhadap kemampuan berpikir kreatif dan literasi sains siswa kelas IV SD. PENDASI: Jurnal Pendidikan Dasar Indonesia, 3(1), 31-40. https://doi.org/10.23887/jpdi.v1i2.2681
Ningsih, E. F., & Retnowati, E. (2020). Prior knowledge in mathematics learning. SEMANTIK Conference of Mathematics Education (SEMANTIK 2019), 61-66. https://doi.org/10.2991/assehr.k.200827.118
Priastuti, P., Sani, R. A., Derlina, D., & Pohan, A. F. (2020). Effect of collaborative inquiry on the understanding of the concept and ability of critical thinking. The 5th Annual International Seminar on Transformative Education and Educational Leadership (AISTEEL 2020), 503-507. https://doi.org/10.2991/assehr.k.201124.102
Putranta, H., & Supahar, S. (2019). Development of physics-tier tests (PysTT) to measure students' conceptual understanding and creative thinking skills: A qualitative synthesis. Journal for the Education of Gifted Young Scientists, 7(3), 747-775. https://doi.org/10.17478/jegys.587203
Rahmazatullaili, R., Zubainur, C. M., & Munzir, S. (2017). Kemampuan berpikir kreatif dan pemecahan masalah siswa melalui penerapan model project-based learning. Beta: Jurnal Tadris Matematika, 10(2), 166-183. https://doi.org/10.20414/betajtm.v10i2.104
Rahzianta, R., & Hidayat, M. L. (2016). Pembelajaran sains model service learning sebagai upaya pembentukan habits of mind dan penguasaan keterampilan berpikir inventif. Unnes Science Education Journal, 5(1), 1128-1137. https://doi.org/10.15294/usej.v5i1.9646
Ranta, M., Kruskopf, M., Kortesalmi, M., Kalmi, P., & Lonka, K. (2022). Entrepreneurship as a neglected pitfall in future finnish teachers' readiness to teach 21st century competencies and financial literacy: expectancies, values, and capability. Education Sciences, 12(7), 463.
https://doi.org/10.3390/educsci12070463
Rinaldi, A. (2019). Model persamaan struktural untuk menganalisis indikator kesejahteraan rumah tangga. Desimal: Jurnal Matematika, 2(3), 281-288. https://doi.org/10.24042/djm.v2i3.4692
Romli, S., & Riyadi, B. (2018). Designing students' worksheet based on open-ended approach to foster students' creative thinking skills. Journal of Physics: Conference Series, 948(1), 012050. https://doi.org/10.1088/1742-6596/948/1/012050
Saputra, P. R. (2016). Pembelajaran geometri berbantuan geogebra dan cabri ditinjau dari prestasi belajar, berpikir kreatif dan self-efficacy. Jurnal Pendidikan Matematika, 11(1), 59-68. https://doi.org/10.21831/pg.v11i1.9680
Sari, S. Y., Rahim, F. R., Sundari, P. D., & Aulia, F. (2022). The importance of e-books in improving students' skills in physics learning in the 21st century: A literature review. Journal of Physics: Conference Series, 2309(1), 012061. https://doi.org/10.1088/1742-6596/2309/1/012061
Sugiyono. (2015). Metodologi Penelitian Kuantitatif, Kualitatif, dan R&D. CV Alfabeta.
Suherman, S., Vidákovich, T., & Komarudin, K. (2021). STEM-E: Fostering mathematical creative thinking ability in the 21st Century. Journal of Physics: Conference Series, 1882(1), 012164.
https://doi.org/10.1088/1742-6596/1882/1/012164
Swan, R. H., Plummer, K. J., & West, R. E. (2020). Toward functional expertise through formal education: Identifying an opportunity for higher education. Educational Technology Research and Development, 68(5), 2551-2568. https://doi.org/10.1007/s11423-020-09778-1
Tatag, Y. E. S. (2011). Level of studentâ€TM s creative thinking in classroom mathematics. Educational Research and Reviews, 6(7), 548-553. http://www.academicjournals.org/ERR
Tiong, G. H., & Bakar, A. Y. A. (2022). The engagement of critical and creative thinking activities in the teaching and learning process. ASEAN Journal of Educational Research and Technology, 1(2), 139-146. https://ejournal.bumipublikasinusantara.id/index.php/ajert/article/view/106
Trianggono, M. M. (2017). Analisis kausalitas pemahaman konsep dengan kemampuan berpikir kreatif siswa pada pemecahan masalah fisika. Jurnal Pendidikan Fisika Dan Keilmuan (JPFK), 3(1), 1-12.
https://doi.org/10.25273/jpfk.v3i1.874
Tsai, K. C. (2013). Being a critical and creative thinker: A balanced thinking mode. Asian Journal of Humanities and Social Sciences (AJHSS), 1(2), 1-9. https://www.ajouronline.com/index.php/AJHSS/article/view/239
Ülger, K. (2016). The relationship between creative thinking and critical thinking skills of students. Hacettepe Universitesi Egitim Fakultesi Dergisi-Hacettepe University Journal of Education, 31.
https://doi.org/10.16986/HUJE.2016018493
Unger Madar, M., & BenDavid-Hadar, I. (2022). Does home schooling improve creative thinking and social competencies among children? home schooling in Israel. Journal of School Choice, 16(1), 136-163.
https://doi.org/10.1080/15582159.2021.1977584
van Laar, E., van Deursen, A. J., & van Dijk, J. A. (2022). Developing policy aimed at 21st-century digital skills for the creative industries: An interview study with founders and managing directors. Journal of Education and Work, 35(2), 195-209. https://doi.org/10.1080/13639080.2022.2036710
Viyanti, V., Cari, C., Sunarno, W., & Prasetyo, Z. K. (2016). Pemberdayaan keterampilan argumentasi mendorong pemahaman konsep siswa. Jurnal Penelitian Pembelajaran Fisika, 7(1), 43-48.
https://doi.org/10.26877/jp2f.v7i1.1152
Yakup, Y. (2018). Meningkatkan kepuasan pelanggan melalui knowledge management dan service quality. Gorontalo Management Research, 1(1), 15-28. https://doi.org/10.32662/gomares.v1i1.116
Yudha, F., Dafik, D., & Yuliati, N. (2018). The analysis of creative and innovative thinking skills of the 21st century students in solving the problems of "locating dominating set" in research based learning. International Journal of Advanced Engineering Research and Science, 5(3), 237410.
https://doi.org/10.22161/ijaers.5.3.21
Zubaidah, S. (2018). Mengenal 4C: Learning and innovation skills untuk menghadapi era revolusi industri 4.0. 2nd Science Education National Conference, 13. Universitas Trunojoyo Madura.
DOI: https://doi.org/10.21831/pythagoras.v18i1.57048
Refbacks
- There are currently no refbacks.
PYTHAGORAS: Jurnal Matematika dan Pendidikan Matematika indexed by:
Pythagoras is licensed under a Creative Commons Attribution 4.0 International License.
Based on a work at http://journal.uny.ac.id/index.php/pythagoras.
All rights reserved p-ISSN: 1978-4538 | e-ISSN: 2527-421X