No gender differences in mathematical problem-solving ability: A study with mathematics anxiety control
DOI:
https://doi.org/10.30606/absis.v8i1.3171Keywords:
ancova, gender, mathematical problem-solving ability, mathematics anxiety, kecemasan matematika, kemampuan pemecahan masalah matematisAbstract
Equality, including gender, is an essential principle in school mathematics education and learning. Previous research findings, however, have yielded mixed results in terms of students’ mathematics proficiency, particularly mathematical problem-solving abilities. Furthermore, mathematics anxiety is frequently related to a decline in these abilities. As a result, the purpose of this study is to examine gender disparities in students’ mathematical problem-solving abilities while accounting for the influence of students’ mathematics anxiety. This study used a survey method with 96 students chosen by cluster sampling from a public junior high school in an urban area. This study included two instruments: a mathematical problem-solving abilities test and a mathematics anxiety scale. The findings of this study show that: (1) there is no significant difference in students’ mathematics anxiety based on gender, (2) gender has no significant effect on students’ mathematical problem-solving abilities after controlling for mathematics anxiety, and (3) mathematics anxiety has a significant effect on mathematical problem-solving abilities after controlling for gender. These findings highlight the need for strategies for reducing mathematics anxiety in children. Comprehensive assistance from the learning environment, including the responsibilities of parents, teachers, and friends, as well as a positive learning environment, is intended to assist students in overcoming mathematics anxiety. Thus, this study has significant implications for the development of inclusive and successful mathematics learning strategies.
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Ajai, J. T., & Imoko, B. I. (2015). Gender differences in mathematics achievement and retention scores: A case of problem-based learning method. International Journal of Research in Education and Science (IJRES), 1(1), 45–50. https://files.eric.ed.gov/fulltext/EJ1105194.pdf
Al Mutawah, M. A. (2015). The influence of mathematics anxiety in middle and high school students’ math achievement. International Education Studies, 8(11), 239–252. https://doi.org/10.5539/ies.v8n11p239
Azwar, S. (2012). Sikap manusia: Teori dan pengukurannya (2nd ed.). Pustaka Pelajar.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates Publishers.
Devine, A., Fawcett, K., Szucs, D., & Dowker, A. (2012). Gender differences in mathematics anxiety and the relation to mathematics performance while controlling for test anxiety. Behavioral and Brain Functions, 8, Article 33. https://doi.org/10.1186/1744-9081-8-33
Dzulfikar, A., & Herman, T. (2023). An investigation of mathematical problem-solving skills based on students’ prior mathematical knowledge and cognitive style. Journal of Pedagogical Sociology and Psychology, 5(3), 186–194. https://doi.org/10.33902/jpsp.202319689
Frenzel, A. C., Pekrun, R., & Goetz, T. (2007). Girls and mathematics—A “hopeless†issue? A control-value approach to gender differences in emotions towards mathematics. European Journal of Psychology of Education, 22(4), 497–514. https://doi.org/10.1007/BF03173468
Heidari, R., & Rajabi, F. (2017). An investigation of the relationship between mathematics performance of students in a non-routine problem, according to grade and gender. International Journal of Innovation in Science and Mathematics Education, 25(3), 11–19. https://openjournals.library.sydney.edu.au/CAL/article/view/11524
Kemendikbud. (2018). Sistem zonasi: Strategi pemerataan pendidikan yang bermutu dan berkeadilan. Pusat Data dan Statistik Pendidikan dan Kebudayaan Setjen Kemdikbud RI. https://repositori.kemdikbud.go.id/22823/
Kour, S. J., & Rafaqi, M. Z. H. (2024). Factors influencing problem solving ability in mathematics: A systematic review of literature. Education India: A Quarterly Refereed Journal of Dialogues on Education, 13(1), 1–7. https://www.researchgate.net/publication/379055616_Factors_Influencing_Problem_Solving_Ability_in_Mathematics_A_Systematic_Review_of_Literature
Kuhfeld, M., Ruzek, E., Lewis, K., Soland, J., Johnson, A., Tarasawa, B., & Dworkin, L. (2021). Understanding the initial educational impacts of COVID-19 on communities of color. NWEA. https://www.nwea.org/content/uploads/2021/06/Understanding-the-initial-educational-impacts-of-COVID19-on-communities-of-color.ResearchBrief.pdf
Kuhfeld, M., Soland, J., Lewis, K., Ruzek, E., & Johnson, A. (2022). The COVID-19 school year: Learning and recovery across 2020–2021. AERA Open, 8(1), 1–15. https://doi.org/10.1177/23328584221099306
Kuhfeld, M., & Tarasawa, B. (2020). The COVID-19 slide: What summer learning loss can tell us about the potential impact of school closures on student academic achievement (Issue April). NWEA. https://www.nwea.org/content/uploads/2020/05/Collaborative-Brief_Covid19-Slide-APR20.pdf
Kyttälä, M., & Björn, P. M. (2014). The role of literacy skills in adolescents’ mathematics word problem performance: Controlling for visuo-spatial ability and mathematics anxiety. Learning and Individual Differences, 29, 59–66. https://doi.org/10.1016/j.lindif.2013.10.010
Kyttälä, M., & Björn, P. M. (2021). Mathematics performance profiles and relation to math avoidance in adolescence: The role of literacy skills, general cognitive ability and math anxiety. Scandinavian Journal of Educational Research, 66(7), 1221–1236. https://doi.org/10.1080/00313831.2021.1983645
Lewis, K., Kuhfeld, M., Ruzek, E., & McEachin, A. (2021). Learning during COVID-19: Reading and math achievement in the 2020–21 school year. NWEA.
Maya, R., & Sumarmo, U. (2011). Mathematical understanding and proving abilities: Experiment with undergraduate student by using modified Moore learning approach. Journal on Mathematics Education, 2(2), 231–250. https://files.eric.ed.gov/fulltext/EJ1078509.pdf
Möhring, W., Moll, L., & Szubielska, M. (2024). Mathematics anxiety and math achievement in primary school children: Testing different theoretical accounts. Journal of Experimental Child Psychology, 247, 106038. https://doi.org/10.1016/j.jecp.2024.106038
Mutodi, P., & Ngirande, H. (2014). Exploring mathematics anxiety: Mathematics students’ experiences. Mediterranean Journal of Social Sciences, 5(1), 283–294. https://doi.org/10.5901/mjss.2014.v5n1p283
Nafi’an, M. I. (2021). Penyelesaian soal cerita siswa sekolah dasar berdasarkan gender. Jurnal Absis: Jurnal Pendidikan Matematika dan Matematika, 3(2), 328–336. https://journal.upp.ac.id/index.php/absis/article/view/816/548
National Council of Teachers of Mathematics (NCTM). (2000). Principles and standards for school mathematics. NCTM.
Nisa, W. A. D., Ermawati, D., & Riswari, L. A. (2024). Analisis kemampuan pemecahan masalah matematis siswa kelas VI SD melalui soal HOTS. Jurnal Absis: Jurnal Pendidikan Matematika dan Matematika, 6(2), 963–975. https://journal.upp.ac.id/index.php/absis/article/view/2396/1415
Nizar, H., Putri, R. I. I., & Zulkardi. (2018). Developing PISA-like mathematics problem using the 2018 Asian Games football and table tennis context. Journal on Mathematics Education, 9(2), 183–194. https://doi.org/10.22342/jme.9.2.5246.183-194
Organisation for Economic Co-operation and Development (OECD). (2019). Country note PISA 2018 results: Indonesia. https://www.oecd.org/pisa/publications/PISA2018_CN_IDN.pdf
Patrinos, H., Vegas, E., & Carter-Rau, R. (2022). An analysis of COVID-19 student learning loss (Issue May). The World Bank. https://openknowledge.worldbank.org/bitstreams/2f5687e1-25a0-5d2d-9e41-29aa5d172ae0/download
Phonapichat, P., Wongwanich, S., & Sujiva, S. (2014). An analysis of elementary school students’ difficulties in mathematical problem solving. Procedia – Social and Behavioral Sciences, 116, 3169–3174. https://doi.org/10.1016/j.sbspro.2014.01.728
Pujiastuti, H. (2015). Students’ problem solving ability in mathematics: Basic mathematics competency, school level, and gender. Proceeding of International Conference on Research, Implementation and Education of Mathematics and Sciences, May, 177–184. https://eprints.uny.ac.id/23023/1/ME%20-%2025.pdf
Segumpan, L. L. B., & Tan, D. A. (2018). Mathematics performance and anxiety of junior high school students in a flipped classroom. European Journal of Education Studies, 4(12), 1–33. https://doi.org/10.5281/zenodo.1325918
Sumar, W. T. (2015). Implementasi kesetaraan gender dalam bidang pendidikan. Musawa: Journal for Gender Studies, 7(1), 158–182. https://media.neliti.com/media/publications/113902-ID-implementasi-kesetaraan-gender-dalam-bid.pdf
Sumarmo, U. (2012). Pendidikan karakter serta pengembangan berfikir dan disposisi matematik dalam pembelajaran matematika. Seminar Pendidikan Matematika di NTT, Indonesia.
Sumirattana, S., Makanong, A., & Thipkong, S. (2017). Using realistic mathematics education and the DAPIC problem-solving process to enhance secondary school students’ mathematical literacy. Kasetsart Journal of Social Sciences, 38(3), 307–315. https://doi.org/10.1016/j.kjss.2016.06.001
Wijaya, A., van den Heuvel-Panhuizen, M., Doorman, M., & Robitzsch, A. (2014). Difficulties in solving context-based PISA mathematics tasks: An analysis of students’ errors. The Mathematics Enthusiast, 11(3), 555–583. https://scholarworks.umt.edu/tme/vol11/iss3/8/
Zakariya, Y. F. (2018). Development of mathematics anxiety scale: Factor analysis as a determinant of subcategories. Journal of Pedagogical Research, 2(2), 133–144. https://www.ijopr.com/article/development-of-mathematics-anxiety-scale-factor-analysis-as-a-determinant-of-subcategories-6385
Zhu, Z. (2007). Gender differences in mathematical problem-solving patterns: A review of literature. International Education Journal, 8(2), 187–203. https://files.eric.ed.gov/fulltext/EJ834219.pdf
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