Linguistic and Mathematical Complexity in Word Problems

  • Josipa JURIĆ Faculty of Humanities and Social Sciences in Split
  • Branka Šegvić Aspira University of Applied Sciences, Split, Croatia.
  • Irena Mišurac Faculty of Humanities and Social Sciences, University of Split, Croatia
Keywords: complex language, mathematical complexity, plain language, word problems

Abstract

This study examines how linguistic and mathematical complexity jointly influence primary school students’ performance on word problems. A total of 117 Croatian students completed a test containing four tasks that systematically varied in linguistic and mathematical complexity (simple vs. complex). The students also rated the perceived linguistic complexity of each task. Quantitative analyses were conducted to examine performance differences, interactions between complexity levels and correlations with students’ complexity ratings. The findings show a pattern of interaction between linguistic and mathematical complexity. The students performed best on tasks with simple mathematical structure, indicating that low mathematical demand reduces the impact of linguistic complexity. When mathematical structure was complex, simple language became crucial: students achieved significantly higher scores on complex problems written in simple language. The lowest performance occurred when both linguistic and mathematical demands were high. The students’ perceived linguistic complexity negatively correlated with performance, suggesting that student assessment of linguistic complexity can hinder problem solving. Fourth-grade students outperformed third graders, reflecting developmental progress in reading comprehension and mathematical reasoning. The results underscore the pedagogical importance of aligning word problems with students’ linguistic readiness and the need for explicit instruction in academic language structures that support mathematical comprehension and problem solving.

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References

Adu-Gyamfi, K., Bossé, M. J., & Faulconer, J. (2010). Assessing understanding through reading and

writing in mathematics. International Journal For Mathematics Teaching And Learning, 11(5), 1–22.

Barbu, O. C. & Beal C. R. (2010). Effects of linguistic complexity and math difficulty. International

Journal of Education, 11(2), 1–19.

Barwell, R. (2005). Ambiguity in the mathematics classroom. Language and Education, 19(2), 118–126.

Benjamin, A. (2013). Math in plain English. Routledge, Taylor and Francis Group.

Bergqvist, E., Theens, F., & Österholm, M. (2018). The role of linguistic features when reading and

solving mathematics tasks in different languages. The Journal of Mathematical Behavior, 51, 41–55.

Caponera, E., Sestito, P., & Russo, P. M. (2016). The influence of reading literacy on mathematics and science achievement. The Journal of Educational Research, 109(2), 197–204. https://doi.org/10.1080/00220671.2014.936998

Chow, J. C., & Ekholm, E. (2019). Language domains differentially predict mathematics performance in young children. Early Childhood Research Quarterly, 46, 179–186.

Chow, J. C., Majeika, C. E., & Sheaffer, A. W. (2021). Language skills of children with and without mathematics difficulty. Journal of Speech, Language, and Hearing Research, 64(9), 3571–3577. https://doi.org/10.1044/2021_JSLHR-2000378

Cindrić, M., Mišurac, I., Dragičević, A., & Pastuović, B. (2025). Matematička mreža 4: Udžbenik matematike u četvrtom razredu osnovne škole [Mathematical network 4: A mathematics textbook for the fourth grade of primary school]. Školska knjiga.

Cooper, B., & Dunne, M. (1999). Assessing children’s mathematical knowledge: Social class, sex, and problem-solving. McGraw-Hill Education.

Cummins, J. (2000). Language, power and pedagogy. Multilingual Matters.

Ćužić, T. (2019). Hrvatski jezik u teoriji i primjeni [Croatian language in theory and practice]. Hrvatska sveučilišna naklada.

Daroczy, G., Wolska, M., Meurers, W. D., & Nuerk, H. C. (2015). Word problems: A review of linguistic and numerical factors contributing to their difficulty. Frontiers in Psychology, 6, Article 348. https://doi.org/10.3389/fpsyg.2015.00348

Erath, K., Prediger, S., Quasthoff, U., & Heller, V. (2018). Discourse competence as important part of academic language proficiency in mathematics classrooms: The case of explaining to learn and learning to explain. Educational Studies in Mathematics, 99, 161–179.

Halliday, M. A. K., & Martin, J. R. (1993). Writing science: Literacy and discursive power. Falmer Press.

Haworth, C. M. A., Kovas, Y., Hrlaar, N., Hayiou-Thomas, M. E., Petrill, S. A., Dale, P. S., & Plomin, R. (2009). Generalist genes and learning disabilities: A multivariate genetic analysis of low performance in reading, mathematics, language and general cognitive ability in a sample of 8000 12-year old twins. Journal of Child Psychology and Psychiatry, 50(10), 1318–1325. https://doi.org/10.1111/j.1469-7610.2009.02114.x

Hickendorff, M. (2013). The language factor in elementary mathematics assessments: Computational

skills and applied problem solving in a multidimensional IRT framework. Applied Measurement in Education, 26(4), 253–278. https://doi.org/10.1080/08957347.2013.824451

Hickendorff, M. (2021). The demands of simple and complex arithmetic word problems on language

and cognitive resources. Frontiers in Psychology, 12, 1–12.

Jaffe, E., & Bolger, P. (2023). Linguistic complexity in mathematical word problems: A multidimensional perspective. Journal of Educational Psychology, 115(4), 567–582.

Johnson, E., & Monroe, B. (2004). Simplified language as an accommodation on math tests. Assessment for effective intervention, 29(3), 35–45.

Jourdain, L., & Sharma, S. (2016). Language challenges in mathematics education: A literature review. Waikato Journal of Education, 2(2), 43–56.

Kurnik, Z. (2010). Posebne metode rješavanja matematičkih problema [Special methods for solving

mathematical problems]. Element.

Kuzle, A. (2013). Promoting writing in mathematics: Prospective teachers’ experiences and perspectives on the process of writing when doing mathematics as problem solving. Centre for Educational Policy Studies Journal, 3(4), 41–59. https://doi.org/10.26529/cepsj.222

Lakuš, M., & Erdeljac, V. (2012). Uspjeh u nastavnim predmetima hrvatskome jeziku i matematici kod učenika s disleksijom [Achievement in Croatian language and mathematics among students with dyslexia]. Govor, 29(2), 97–119.

Lenček, J., Jozipović, P., & Ivanko, M. (2025). Uloga matematičkog jezika u rješavanju zadataka učenika s diskalkulijom [The role of mathematical language in problem solving among students with dyscalculia]. Logopedija, 15(1), 21–44.

Leiss, D., Plath, J., & Schwippert, K. (2019). Language and mathematics-key factors influencing the

comprehension process in reality-based tasks. Mathematical Thinking and Learning, 21(2), 131–153.

Markovac, J. (2001). Metodika početne nastave matematike [Methodology of early mathematics

instruction]. Školska knjiga.

Markovac, J. (2019a). Zbirka zadataka za treći razred osnovne škole [Workbook of mathematics problems for the third grade of primary school]. Alfa.

Markovac, J. (2019b). Zbirka zadataka za četvrti razred osnovne škole [Workbook of mathematics

problems for the fourth grade of primary school]. Alfa.

Martiniello, M. (2009). Linguistic complexity, schematic representations, and differential item functioning for English language learners in math tests. Educational Assessment, 14(3–4), 160–179.

Masriyah, Kohar, A. W., Rahaju, E. B., Fardah, D. K., & Hanifah, U. (2024). Assessing student teachers’ ability in posing mathematical reasoning problems. Centre for Educational Policy Studies Journal, 14(2), 9–37. https://doi.org/10.26529/cepsj.1368

Moschkovich, J. (2013). Language and mathematics education: Multiple perspectives and directions for research. Information Age Publishing.

Nagy, W., & Townsend, D. (2012). Academic language: What it is and why it matters. Reading Re

search Quarterly, 47(1), 92–106.

Núñez, R., Edwards, L., & Matos, J. F. (2020). Mathematical cognition and language: Polysemy, metaphor, and meaning. Journal of Mathematical Behaviour, 59, 44–56.

Österholm, M. (2006). Characterizing reading comprehension of mathematical texts. Educational Studies in Mathematics, 63(3), 325–346.

Österholm, M., & Bergqvist, E. (2013). What is so special about mathematical texts? Analyses of common claims in research literature and of properties of textbooks. ZDM – The International Journal on Mathematics Education, 45(5), 751–763.

Ovčar, S. (1987). Tekstualni zadatci u početnoj nastavi matematike [Word problems in early mathematics education]. Istraživanja odgoja i obrazovanja, 7, 23–39.

Polya, G. (2003). Matematičko otkriće [Mathematical discovery]. HMD.

Posokhova, I. (2001). Matematika bez suza [Mathematics without tears]. Ostvarenje.

Prediger, S., Erath, K., & Moser Opitz, E. (2019). The language dimension of mathematical difficulties. In A. Fritz, V. Haase, & P. Räsänen (Eds.), International handbook of math learning difficulties: From the laboratory to the classroom (pp. 437–455). Springer. https://doi.org/10.1007/978-3-319-97148-3

Ruijia, Z., Talib, O., Burhanuddin, N. A. N. binti, & Wenling, L. (2022). The effect of math self concept and self-efficacy on the math achievement of sixth-grade primary school students: The mediating role of math anxiety. International Journal of Academic Research in Progressive Education and Development, 11(3), 767–778.

Sanz, M. T., López-Iñesta, L., Garcia-Costa, D., & Grimaldo, F. (2020). Measuring arithmetic word problem complexity through reading comprehension and learning analytics. Mathematics, 8(9), Article 1556. https://doi.org/10.3390/math8091556

Schleppegrell, M. J. (2007). The linguistic challenges of mathematics teaching and learning: A research review. Reading & Writing Quarterly: Overcoming Learning Difficulties, 23(2), 139–159. https://doi.org/10.1080/10573560601158461

Shorrocks-Taylor, D., & Hargreaves, M. (1999). Making it clear: A review of language issues in testing with special reference to the National Curriculum mathematics tests at key stage 2. Educational Research, 41(2), 123–136.

Sidenvall, J., Lithner, J., & Jäder, J. (2015). Students’ reasoning in mathematics textbook task-solving. International Journal of Mathematical Education in Science and Technology, 46(4), 533–552.

Strohmaier, A. R., Lehner, M. C., Beitlich, J. T., & Reiss, K. M. (2019). Eye movements during mathematical word problem solving: Global measures and individual differences. Journal für Mathematik Didaktik, 40(2), 255–287.

Sun, L. (2024). How to teach vocabulary: Based on effect of semantic transparency upon English vocabulary acquisition. Frontiers in Science and Engineering, 5(2), 51–58.

Verschaffel, L., Greer, B., & De Corte, E. (2002). Everyday knowledge and mathematical modeling of school word problems. In K. Gravemeijer, R. Lehrer, B. Van Oers, & L. Verschaffel (Eds.), Symbolizing, modeling and tool use in mathematics education (pp. 257–276). Springer Netherlands.

Vilenius-Tuohima, A., Aunola, K., & Nurmi, J.-E. (2008). The association between mathematical word problems and reading comprehension. An International Journal of Experimental Educational Psychology, 28(4), 409–426.

Vygotsky, L. S. (1986). Thought and language (A. Kozulin, Trans.). MIT Press. (Original work published 1934)

Wijaya, A., van den Heuvel-Panhuizen, M., & Doorman, M. (2015). Opportunity-to-learn context based tasks provided by mathematics textbooks. Educational Studies in Mathematics, 89(1), 41–65.

Živković, M., Pellizzoni, S., Doz, E., Cuder, A., Mammarella, I., & Passolunghi, M. C. (2023). Math self-efficacy or anxiety? The role of emotional and motivational contribution in math performance. Social Psychology of Education, 26, 579–601.

Published
2026-09-15
How to Cite
JURIĆ, J., Šegvić, B., & Mišurac, I. (2026). Linguistic and Mathematical Complexity in Word Problems. Center for Educational Policy Studies Journal. https://doi.org/10.26529/cepsj.2401