Analysis of the Influence of the Missouri Mathematics Project Learning Model on Elementary Students' Mathematical Connection Skills and Habits of Mind
DOI:
https://doi.org/10.70152/mirej.v2i2.435Keywords:
missouri mathematics project, mathematical connection ability, habits of mind, elementary mathematics, quantitative studyArticle Metrics
Abstract
This study examined the effect of the Missouri Mathematics Project (MMP) on elementary school students' mathematical connection ability and habits of mind. A quantitative study employing a quasi-experimental pretest-posttest control group design involved fifth-grade elementary school students. Data were collected using a mathematical connection test and a habits of mind questionnaire. The data were analyzed using descriptive statistics and Multivariate Analysis of Variance (MANOVA) after satisfying the assumptions of normality and homogeneity. The findings revealed that students who learned through MMP obtained higher mean scores in both mathematical connection ability and habits of mind than those who received conventional instruction. The MANOVA results indicated that the differences were not statistically significant for mathematical connection ability (p = 0.314) or habits of mind (p = 0.110). These findings suggest that although the structured learning stages of MMP encouraged students to engage in problem-solving activities, review prior knowledge, and practice mathematical procedures systematically, the intervention duration was insufficient to produce significant improvements in students' mathematical connection ability and thinking dispositions. The value of this study lies in providing empirical evidence that the effectiveness of MMP should be interpreted by considering contextual factors, including students' initial mathematical competence, instructional duration, and classroom learning conditions, rather than relying solely on score improvement. The study concludes that MMP has the potential to support the development of mathematical connections and productive thinking habits; however, longer implementation periods and complementary instructional strategies are required to achieve statistically significant learning gains in elementary mathematics education.
References
Ainurrachmani, F., & Safa’atullah, M. F. (2022). Mathematical connection ability in REACT learning with RME approach in term of self-efficacy. Unnes Journal of Mathematics Education, 11(1), 66–77. https://journal.unnes.ac.id/sju/index.php/ujme/article/view/54016
Anggriani, A., & Septian, A. (2019). Peningkatan kemampuan komunikasi matematis dan kebiasaan berpikir siswa melalui model pembelajaran IMPROVE. Indomath: Indonesia Mathematics Education, 2(2), 105. https://doi.org/10.30738/indomath.v2i2.4550
Cai, J., Wang, N., Moyer, J. C., Wang, C., & Nie, B. (2011). Longitudinal investigation of the curricular effect: An analysis of student learning outcomes from the LieCal project in the United States. International Journal of Educational Research, 50(2), 117–136. https://doi.org/10.1016/j.ijer.2011.07.001
Chasanah, K., & Junaedi, I. (2025). Geometric Literacy Through the Missouri Mathematics Project Model Assisted by the Teachmint Application. Hayati: Journal of Education, 1(1), 80–93. https://jurnal.sinesia.id/index.php/hayati/article/view/368
Daryanes, F., Sriyati, S., & Priyandoko, D. (2016). Implementasi problem based learning untuk meningkatkan habits of mind, emotional intelligence, dan penguasaan konsep bt - seminar nasional pendidikan dan saintek (pp. 570–578). https://doi.org/doi.org/10.23969/biosfer.v2i1.524
Dwirahayu, G., Kustiawati, D., & Bidari, I. (2018). Pengaruh habits of mind terhadap kemampuan generalisasi matematis. Jurnal Penelitian Dan Pembelajaran Matematika, 11(2). https://doi.org/10.30870/jppm.v11i2.3757
Farman, F., Juniati, D., & Khabibah, S. (2022). Students’ Mathematical Creative Thinking: A Systematic Literature Review with Bibliometric Analysis. Journal of Mathematics Education, 7(2), 47–58. https://doi.org/10.31327/jme.v7i2.1846
Hanan, M. P., & Alim, J. A. (2023). Analisis kesulitan belajar matematika siswa kelas vi sekolah dasar pada materi geometri. Al-Irsyad Journal of Mathematics Education, 2(2), 59–66. https://doi.org/10.58917/ijme.v2i2.64
Hasanah, N., Khalidah, N., Pradja, B. P., & Raharjo, S. (2025). Penerapan model pembelajaran role playing untuk meningkatkan kemampuan pemecahan masalah matematika. Jurnal Jendela Matematika, 3(1), 17–26. https://doi.org/10.57008/jjm.v3i01.1157
Hidayat, R., Alam, M., Halim, A. S., & Agustian, S. (2023). Efektivitas dan efisiensi pembiayaan pendidikan pasca covid-19. Cetta: Jurnal Ilmu Pendidikan, 6(2), 228–241. https://doi.org/10.37329/cetta.v6i2.2180
Kurniawati, K., Santoso, S., & Utomo, S. (2021). The effect of snowball throwing and problem based learning models on students’ social science learning motivation at grade iv sunan ampel demak cluster. Jurnal PAJAR (Pendidikan Dan Pengajaran), 5(4), 1102. https://doi.org/10.33578/pjr.v5i4.8361
Lestari, A. Y. L., Imswatama, A., & Mulyanti, Y. (2024). Penerapan model pembelajaran missouri mathematics project (mmp) terhadap kemampuan koneksi matematis siswa sekolah menengah pertama. Jurnal Basicedu, 8(1), 196–205. https://doi.org/10.31004/basicedu.v8i1.6958
Marschall, G. (2023). Teacher self-efficacy sources during secondary mathematics initial teacher education. Teaching and Teacher Education, 132, 104203. https://doi.org/10.1016/j.tate.2023.104203
Mellawaty, M., Sudirman, S., Waluya, S. B., & Rochmad, R. (2019). Creative thinking ability on the integrating mathematical habits of mind in missouri mathematics project learning. Journal of Physics: Conference Series, 1315(1), 12083. https://doi.org/10.1088/1742-6596/1315/1/012083
Mellawaty, M., Sukestiyarno, Y. L., Isnarto, I., & Zaenuri, Z. (2025). A reflective analysis of the Losarang-Indonesian Dayak community’s thinking culture in selecting a life partner. International Journal of Evaluation and Research in Education (IJERE), 14(2). https://doi.org/10.11591/ijere.v14i2.27779
Nasution, I. S., & Panggabean, S. (2018). Model pembelajaran missouri mathematics project untuk meningkatkan kemampuan koneksi matematis dan hasil belajar siswa SMP Muhammadiyah 4 Medan. Nabla Dewantara: Jurnal Pendidikan Matematika, 3(1), 42–55. http://ejournal.unitaspalembang.ac.id/index.php/nabla/article/view/53
Nurruzzahra, R. A., & Maarif, S. (2024). Improving Mathematical Argumentation Ability and Sociomathematical Norms Using Missouri Mathematics Project on Trigonometric Ratios. Indomath: Indonesia Mathematics Education, 7(2), 182–195. https://indomath.org/index.php/indomath/article/view/118
Parmiyanti, A., & Rismawati. (2023). Effectiveness of ethnomathematics application in geometry mathematics learning. Jurnal Pendidikan Rafflesia, 2(1), 1–8. https://doi.org/10.70963/jpr.v2i1.62
Prihandhika, A., Fatimah, S., & Dasari, D. (2018). The improvement of mathematical connection ability and Habits of students’ mind with missouri mathematics project and discovery learning. Mathematics, Informatics, Science, and Education International Conference (MISEIC 2018). https://doi.org/10.2991/miseic-18.2018.61
Rahmadhani, E., & Wahyuni, S. (2020). Missouri mathematics project (MMP) model: encouraging the enhancement of reasoning ability and the advanced mathematical thinking (AMT). Al-Ta Lim Journal, 27(3), 281–290. https://doi.org/10.15548/jt.v27i3.641
Ramadayu, N., & Zulkarnaen, R. (2022). Analisis kemampuan numerasi siswa kelas viii pada satu smp negeri di kabupaten karawang ditinjau dari kebiasaan berpikir matematis. Sesiomadika, 417–427. https://journal.unsika.ac.id/index.php/sesiomadika
Rodliyah, S. I. F., Wijayanti, D., Basir, M. A., & Dewi, F. C. (2024). The effectiveness of module based on missouri mathematics project model to improve students’ mathematical literacy skills. Indonesian Journal of Education and Pedagogy, 1(2), 91–103. https://doi.org/10.61251/ijoep.v1.i2.67
Sa’adah, N., & Lestari, M. (2024). The effectiveness of missouri mathematics projects learning model on mathematical creative thinking ability and mathematical cisposition in students. Noumerico: Journal of Technology in Mathematics Education, 2(2), 116–127. https://doi.org/10.33367/jtme.v2i2.4165
Siregar, R. S. K. (2023). Pengertian dan kedudukan evaluasi dalam pembelajaran. Jurnal Al Wahyu, 1(1), 101–114. https://doi.org/10.62214/jayu.v1i1.116
Suri, I. R. A., Pahrudin, A., Apriyana, E., & Suherman, S. (2023). Missouri mathematics project learning model with strategy everyone is a teacher here to towards mathematical problem-solving and self-efficacy ability. Alifmatika: Jurnal Pendidikan Dan Pembelajaran Matematika, 5(1), 141–155. https://doi.org/10.35316/alifmatika.2023.v5i1.141-155
Suryono, W. A., Suyitno, H., & Junaedi, I. (2020). Mathematical connection ability and Students’ independence in missouri mathematics project e-learning. Unnes Journal of Mathematics Education Research, 9(2), 186–193. http://journal.unnes.ac.id/sju/index.php/ujmer/article/view/33307
Ubaidillah, M., Marwoto, P., Wiyanto, W., Rusilowati, A., Subali, B., Mindyarto, B. N., & Isnarni, W. (2022). Development of habits of mind Instruments in the Context of basic physics practicum: EFA and rasch model. Journal of Educational, Cultural and Psychological Studies (ECPS Journal), 26, 23–49. https://doi.org/10.7358/ecps-2022-026-ubai
Ünal, D. Ö., Prof, A., & Adnan, A. (2022). Elementary school students’ ways of thinking in geometry through the lens of geometric habits of mind. Psycho-Educational Research Reviews, 11(3), 393–411. https://doi.org/10.52963/perr_biruni_v11.n3.10
Upara, N., Gelora Mastuti, A., & Juhaeivah, F. (2024). Kemampuan koneksi matematis siswa berdasarkan literasi numerasi dalam menyelesaikan masalah aljabar. Journal of Mathematics Learning Innovation, 3(1), 70–89. https://doi.org/10.35905/jmlipare.v3i1.6657
Zahira, A., Nurmawati, & Jumaiysaroh, T. (2022). Pengaruh problem based learning dan missouri mathematics project. Relevan: Jurnal Pendidikan Matematika, 1, 277–285. https://ejournal.yana.or.id/index.php/relevan/article/view/334
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