Algebraic thinking processes of junior high school students in solving contextual problems viewed from sanguine and phlegmatic personality types
DOI:
https://doi.org/10.29407/jmen.v12i1.28201Keywords:
mathematics learning, Algebraic thinking processes, Sanguine, PhlegmaticAbstract
Students’ algebraic thinking processes are reflected in the ways they solve contextual problems. Solving contextual problems enables students to develop more complex thinking because it involves both formal and informal mathematical knowledge. Variations in students’ problem-solving approaches are influenced not only by cognitive ability but also by non-cognitive factors such as personality type, including the Hippocrates–Galenus typology. This qualitative descriptive study aims to describe the algebraic thinking processes of eighth-grade students in solving contextual problems based on the Sanguine and Phlegmatic personality types. Three students—one Sanguine and two Phlegmatic—were selected purposively based on the highest questionnaire scores and recommendations from the mathematics teacher. Data were collected through algebraic thinking tests, observation, and interviews, then analyzed and validated using methodological triangulation. The results show that the Sanguine subject recognized patterns, constructed general formulas, and symbolized information, although their understanding of variable relationships remained conceptual. Their modeling was inconsistent, analytical strategies were intuitive, and organization tended to be less structured. The Phlegmatic subjects recognized patterns and constructed formulas but understood variable relationships only conceptually, tended not to develop models or produced incorrect ones, and showed less organized work.
References
Alvinaria, L., A, & Wijayanti, P. (2022). Identification of Field Independent and Field Dependent Students' Algebraic Thinking Using SOLO Taxonomy. JRPIPM: Jurnal Riset Pendidikan dan Inovasi Pembelajaran Matematika, 5(2), 142–165. https://doi.org/10.26740/jrpipm.v5n2.p142-165
Apriani, C. (2022). Kemampuan penalaran siswa pada pembelajaran matematika realistik ditinjau dari tipe kepribadian Hippocrates-Galenus Universitas Islam Sultan Agung]. Semarang, Indonesia. https://repository.unissula.ac.id/28415/
Arifianti, V., & Ismail. (2018). Profil Berpikir Kritis Siswa SMA dalam Pemecahan Masalah Aplikasi Turunan Fungsi Ditinjau dari Tipe Kepribadian Sanguinis dan Phlegmatis. MATHEdusa : Jurnal Ilmiah Pendidikan Matematika, 7(3), 526–532. https://doi.org/10.26740/mathedunesa.v7n3.p526-532
Arumningsih, E., Setyawati, R. D., & Murtianto, Y. H. (2023). Students' Creative Thinking Ability in Solving Open-Ended Problems Based on Personality Type. Hipotenusa: Journal of Mathematical Society, 5(2), 121–131.
Budaya, U.-U. R. I. N. T. t. C. (2010). Undang-Undang Republik Indonesia Nomor 11 Tahun 2010 tentang Cagar Budaya.
Cahyani, C. M., & Susanah. (2022). Profil of Students' Mathematical Literacy in Solving AKM Task in Terms of Personality Types. Journal of Medives : Journal of Mathematics Education IKIP Veteran Semarang, 6(1), 153–178.
Farida, I., & Hakim, D. L. (2021). Kemampuan Berpikir Aljabar Siswa SMP pada Materi Sistem Persamaan Linear Dua Variabel (SPLDV. JPMI - Jurnal Pembelajaran Matematika Inovatif, 4(5), 1123–1136.
Farida, R. R., Yumiati, Y., & Noviyanti, M. (2023). Proses berpikir aljabar siswa SMP dalam memecahkan masalah numerasi ditinjau dari adversity quotient. PYTHAGORAS: Jurnal Program Studi Pendidikan Matematika, 12(2), 152-163. https://doi.org/10.33373/pythagoras.v12i2.5515
Fomunyam, K. G., & Mnisi, T. (2018). Temperament as a Determinant of Success in Formative Assessment in Engineering Education. International Journal of Applied Engineering Research, 12(14), 4152–4161. http://www.ripublication.com
Gunawan. (2018). A Description Of Mathematical Communication Skills Of Students Viewed From Hippocrates- Galeneuspersonality Type. 75–79.
Haulainy, D. R., & Kurniasari, I. (2024). Proses Pemecahan Masalah Matematika Kontekstual Open-Ended Peserta Didik SMP Ditinjau dari Tipe Kepribadia. MATHEdusa, 13(2), 367–385. https://doi.org/10.26740/mathedunesa.v13n2.p367-385
Hibatullah, I. N., Susanto, S., & Monalisa, L. A. (2020). Profil Kemampuan Spasial Siswa Ditinjau dari Tipe Kepribadian Florence Littauer. FIBONACCI : Jurnal Pendidikan Matematika Dan Matematika, 6(2), 115.
Hidayah, M. L. A., Mashuti, A., & Rahmawati, A. D. (2024). Analisis Kemampuan Berpikir Aljabar Siswa Ditinjau dari Adversity Quotien. urnal Jendela Matematika, 2(1), 67-74. https://doi.org/https://doi.org/10.57008/jjm.v2i01.681
Hidayati, I., Fachruddin, A. D., & Nuriyatin, S. (2020). Berpikir Kreatif Siswa dalam Memecahkan Masalah Kontekstual Matematika Ditinjau dari Tipe Kepribadian. Jurnal Edukasi: Kajian Ilmu Pendidikan, 6(2), 170 – 181. https://doi.org/10.51836/je.v6i2.137
Hobri, H. (2010). Metodologi Penelitian Pengembangan (Aplikasi pada PenelitianPendidikan Matematika. Pena Salsabila.
Honesty, C. M., & Asrori, P. (2019). Hubungan Tipe Kepribadian dengan Gaya Belajar Peserta Didik Kelas VIII SMPN 16 Pontianak. Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK, 8(1), 1–8.
Ismayanti, M., Masriyah, & Khabibah, S. (2022). Proses berpikir aljabar siswa SMP dalam menyelesaikan masalah matematika. Jurnal Education and Development, 10(3), 598-602. https://doi.org/10.37081/ed.v10i3.4281
Khusna, H., & Ulfah, S. (2021). Kemampuan Pemodelan Matematis dalam Menyelesaikan Soal Matematika Kontekstual. Mosharafa: Jurnal Pendidikan Matematika, 10(1), 153–164. https://doi.org/10.31980/mosharafa.v10i1.649
Lew, H. C. (2004). Developing algebraic thinking in early grades: Case study of Korean elementary school mathematics. The Mathematics Educator, 8(1), 88-106.
Machmud, T., Antuala, D., & Takaendengan, B. R. (2023). Personality Type In Mathematical Problem Solving. E3S Web Of Conferences, 400, 1–4. https://doi.org/10.1051/E3sconf/202340003007
Manik, H., Sihite, C. B. A., Manao, M. M., Sitepu, S., & Naibaho, T. (2022). Filsafat Humanistik dalam Pembelajaran Matematika. Edumaspul - Jurnal Pendidikan, 6(1), 348–355. https://dpi.org/10.33487/edumaspul.v6i1.3037
Masnia, M., Waluya, S. B., Dewi, N. R., & Sohilait, E. (2023). Proses Berpikir Aljabar Berdasarkan Metakognisi. FIBONACCI: Jurnal Pendidikan Matematika Dan Matematika, 9(1), 89–94. https://doi.org/10.24853/fbc.9.1.89-94
Muyassaroh, K. A., & Masduki. (2023). Profil Berpikir Aljabar Siswa dalam Menyelesaikan Permasalahan Generalisasi dan Berpikir Dinamis Ditinjau dari Gaya Kognitif FI-FD. FIBONACCI: Jurnal Pendidikan Matematika Dan Matematika, 9(1), 27–42. https://doi.org/10.24853/fbc.9.1.27-42
Nilamsari, D. M., & Fitriyani, H. (2021). Proses Berpikir Siswa dalam Pemecahan Masalah Geometri ditinjau dari Tipe Kepribadian Hippocrates-Galenus. Edumatica : Jurnal Pendidikan Matematika, 11(2), 18–28. https://doi.org/10.22437/edumatica.v11i02.12120
Pamungkas, D. Y., & Siswanto, R. D. (2021). Identifikasi pemecahan masalah matematis peserta didik berdasarkan tipe kepribadian Hippocrates-Galenus dan gender. Jurnal Cendekia: Jurnal Pendidikan Matematika, 5(3), 2720-2728. https://doi.org/10.31004/cendekia.v5i3.789
Rizkiyah, V. N. S., & Rahaju, E. B. (2018). Penalaran generalisasi siswa SMP dalam memecahkan masalah pada materi barisan bilangan ditinjau berdasarkan tipe kepribadian. MATHEdunesa: Jurnal Ilmiah Pendidikan Matematika, 7(2), 406-415. https://doi.org/10.26740/mathedunesa.v7n2.p406-415
Santia, I., & Jatmiko. (2016). Pengembangan Modul Pembelajaran Matematika Berdasarkan Proses Berpikir Relasional Dalam Upaya Meningkatkan Kemampuan Menyelesaikan Masalah Aljabar Siswa SMP. JMEN : Jurnal Math Educator Nusantara, 2(1), 11 – 18. https://doi.org/10.29407/jmen.v2i1.394
Utami, R. E., Ekawati, C., & Handayanto, A. (2020). Profil kemampuan berpikir aljabar dalam memecahkan masalah matematika ditinjau dari gaya kognitif reflektif siswa SMP. JIPMat, 5(1), 13-25. https://doi.org/https://doi.org/10.26877/jipmat.v5i1.5502
Wulandari, K. A., Septiati, E., & Mulbasari, A. S. (2023). Kemampuan numerasi siswa dalam menyelesaikan soal AKM di SMP. Laplace: Jurnal Pendidikan Matematika, 6(2), 229-238. https://doi.org/10.31537/laplace.v6i2.1459
Zaelani, K. M., Warmi, A., & Ruli, R. M. (2019). Kemampuan Berpikir Aljabar Siswa SMP dalam Menyelesaikan Masalah Aljabar Berbasis TIMSS. Prosiding Seminar Nasional Matematika dan Pendidikan Matematika Sesiomadika, 2(1d), 998–1007.
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