Students' numeracy literacy skills and mathematical habits of mind: A diagnostic analysis
DOI:
https://doi.org/10.30606/absis.v9i1.4083Keywords:
diagnostic analysis, flexible thinking, numeracy literacy, mathematical habits of mind, analisis diagnostik, literasi numerasiAbstract
This study aims to conduct a diagnostic analysis of students by mapping their numeracy literacy (NL) and Mathematical Habits of Mind (MHOM) profiles, as well as examining the relationship between the two in solving non-routine problems. A mixed methods approach with a cross-sectional diagnostic design was employed, involving 120 elementary school students from three schools. Data were collected through a numeracy literacy diagnostic test, an MHOM questionnaire, structured observations, and in-depth interviews. The results indicate that students’ numeracy literacy ability falls into the moderately low category, with an average mastery percentage of 46.13%. The main weakness was found in the interpreting process, with a mastery percentage of 34.45%, while students showed relatively better performance in the applying process. The MHOM profile was in the moderate category, with relatively high scores in perseverance and working accurately, but low scores in seeking patterns and flexible thinking. The correlation analysis revealed a significant positive relationship between overall numeracy literacy and Mathematical Habits of Mind (r = 0.582, p < .001). Qualitative findings further showed that students with weak flexible thinking tended to repeat ineffective procedures when facing unfamiliar or non-routine problems. These findings indicate that students’ numeracy literacy difficulties are not only related to content mastery but also to dispositional barriers, particularly limited flexible thinking. This study contributes by providing a diagnostic mapping that links numeracy literacy difficulties with students’ Mathematical Habits of Mind. The findings suggest that instructional interventions should strengthen flexible thinking and pattern seeking to support students’ functional numeracy literacy.
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Badolo, M., Malik, M. A., Nur, R., & Latifa, A. (2025). The impact of metacognitive strategy training on higher-order thinking skills (HOTS) in high school mathematics: A quasi-experimental study. International Journal of Environment, Engineering & Education, 7(2), 146–157. https://doi.org/10.55151/ijeedu.v7i2.302
Coşkun, İ., Özen Ünal, D., Eryalçın, S., & Yazıcı, E. (2024). Investigation of pre-service middle school mathematics teachers’ habits of mind in pattern generalization problems. Osmangazi Journal of Educational Research, 10(2), 52–75. https://doi.org/10.59409/ojer.1359752
Dwirahayu, G., Kustiawati, D., & Bidari, I. (2017). Corresponding habits of mind and mathematical ability. Journal of Physics: Conference Series, 895(1), Article 012013. https://doi.org/10.1088/1742-6596/895/1/012013
Dwirahayu, G., Kustiawati, D., & Bidari, I. (2018). Pengaruh habits of mind terhadap kemampuan generalisasi matematis. Jurnal Penelitian dan Pembelajaran Matematika, 11(2), 91–104. http://dx.doi.org/10.30870/jppm.v11i2.3757
Fan, T., Song, J., & Guan, Z. (2021). Integrating diagnostic assessment into curriculum: A theoretical framework and teaching practices. Language Testing in Asia, 11, Article 2. https://doi.org/10.1186/s40468-020-00117-y
Faulkner, F., Breen, C., Prendergast, M., & Carr, M. (2023). Profiling mathematical procedural and problem-solving skills of undergraduate students following a new mathematics curriculum. International Journal of Mathematical Education in Science and Technology, 54(2), 220–249. https://doi.org/10.1080/0020739X.2021.1953625
Haejelia, M., Ratnaningsih, N., & Hidayat, E. (2020). Analysis of students’ mathematical reflective thinking skills and habits of mind. Journal of Physics: Conference Series, 1521(3), Article 032060. https://doi.org/10.1088/1742-6596/1521/3/032060
Joji, G. (2025). Mathematical literacy and ICT integration research in particular real-world problem-solving in education. Open Access Government, 1–3. https://www.openaccessgovernment.org/wp-content/uploads/2025/06/openaccessgovernment.org-Mathematical-literacy-and-ICT-integration-research-in-particular-real-world-problem-solving-in-educat.pdf
Kir, H., & Aksu, H. H. (2024). Evaluation of 7th-grade students’ mathematical literacy skills according to PISA framework. Shanlax International Journal of Education, 13(1), 60–69. https://doi.org/10.34293/education.v13i1.7778
M., A. A., Katminingsih, Y., & Widodo, S. (2023). Development of habits of mind mathematic questionnaire for junior high school students. International Journal of Research and Review, 10(5), 474–479. https://doi.org/10.52403/ijrr.20230554
Malasari, P. N., Herman, T., & Jupri, A. (2019). Kontribusi habits of mind terhadap kemampuan literasi matematis siswa pada materi geometri. Jurnal Pendidikan Matematika (Kudus), 2(2), 153–164. https://doi.org/10.21043/jpm.v2i2.6361
Norman, R. (2022). Habits of mind affect on mathematical comprehension ability. International Journal of Social Service and Research, 2(7), 620–624. https://doi.org/10.46799/ijssr.v2i7.138
Nuurjannah, P. E. I., Hendriana, H., & Fitrianna, A. Y. (2018). Faktor mathematical habits of mind dan kemampuan literasi matematis siswa SMP di Kabupaten Bandung Barat. Jurnal Mercumatika: Jurnal Penelitian Matematika dan Pendidikan Matematika, 2(2), 51–58. https://doi.org/10.26486/jm.v2i2.423
Putri, T. F., Sugiatno, S., & Bistari, B. (2024). Habits of mind siswa SMA dalam pemecahan masalah matematika. Jurnal Alwatzikhoebillah: Kajian Islam, Pendidikan, Ekonomi, Humaniora, 10(2), 459–474. https://doi.org/10.37567/alwatzikhoebillah.v10i2.2827
Sujinah, Isnah, E. S., Jalis, F. M. M., & Kharis, M. (2024). Utilizing cognitive diagnostic assessments to identify and address student needs in differentiated classrooms. Journal of Higher Education Theory and Practice, 24(1), 94–100. https://doi.org/10.33423/jhetp.v24i1.6763
Syaiful, & Puspayanti. (2023). Problem-solving models using procedural knowledge in solving mathematics problems of junior high school students. European Journal of Mathematics and Science Education, 4(2), 95–109. https://doi.org/10.12973/ejmse.4.2.95
Tashtoush, M. A., Wardat, Y., Aloufi, F., & Taani, O. (2022). The effect of a training program based on TIMSS to developing the levels of habits of mind and mathematical reasoning skills among pre-service mathematics teachers. Eurasia Journal of Mathematics, Science and Technology Education, 18(11), Article em2182. https://doi.org/10.29333/ejmste/12557
Ünveren Bilgiç, E. N., & Argün, Z. (2018). Examining prospective primary school mathematics teachers’ algebraic habits of mind in the context of problem solving. International E-Journal of Educational Studies, 2(4), 64–80. https://doi.org/10.31458/iejes.426052
Yandari, I. A. V., Supartini, Pamungkas, A. S., & Khaerunnisa, E. (2019). The role of habits of mind (HOM) on students’ mathematical problem-solving skills of primary school. Al-Jabar: Jurnal Pendidikan Matematika, 10(1), 47–57. https://doi.org/10.24042/ajpm.v10i1.4018
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