Developing mathematical problem-solving skills in primary school by using visual representations on heuristics

Authors

DOI:

https://doi.org/10.31129/LUMAT.10.2.1696

Keywords:

mathematical problem-solving, heuristics, proportional reasoning

Abstract

Developing students’ skills in solving mathematical problems and supporting creative mathematical thinking have been important topics of Finnish National Core Curricula 2004 and 2014. To foster these skills, students should be provided with rich, meaningful problem-solving tasks already in primary school. Teachers have a crucial role in equipping students with a variety of tools for solving diverse mathematical problems. This can be challenging if the instruction is based solely on tasks presented in mathematics textbooks. The aim of this study was to map whether a teaching approach, which focuses on teaching general heuristics for mathematical problem-solving by providing visual tools called Problem-solving Keys, would improve students’ performance in tasks and skills in justifying their reasoning. To map students' problem-solving skills and strategies, data from 25 fifth graders’ pre-tests and post-tests with non-routine mathematical tasks were analysed. The results indicate that the teaching approach, which emphasized finding different approaches to solve mathematical problems had the potential for improving students’ performance in a problem-solving test and skills, but also in explaining their thinking in tasks. The findings of this research suggest that teachers could support the development of problem-solving strategies by fostering classroom discussions and using for example a visual heuristics tool called Problem-solving Keys.

References

Baxter, G. P. & Junker, B. (2001). Designing Cognitive-Developmental Assessments: A Case Study in Proportional Reasoning. In National Council for Measurement in Education. Washington.

Birks, M. & Mills, J. (2015). Grounded theory: a practical guide (2nd Ed.). Sage.

Bruder, R. & Collet, C. (2011). Problemlösen lernen im Mathematikunterricht. Cornelsen Verlag.

Charmaz, K. (2014). Constructing grounded theory (2nd Ed). Sage.

Christou, C. & Philippou, G. (2002). Mapping and development of intuitive proportional thinking. The Journal of Mathematical Behavior, 20(3), 321-336. https://doi.org/10.1016/S0732-3123(02)00077-9 DOI: https://doi.org/10.1016/S0732-3123(02)00077-9

Chun Tie, Y., Birks, M. & Francis, K. (2019). Grounded theory research: A design framework for novice researchers. SAGE Open Medicine, 7. https://doi.org/10.1177/2050312118822927 DOI: https://doi.org/10.1177/2050312118822927

D'Ambrosio, B. S. & Prevost, F. J. (2008). Highlighting the humanistic dimensions of mathematics activity through classroom discourse. In P. C. Elliott. & C. M. E. Garnett (Eds.), Getting into the mathematics conversation: valuing communication in mathematics classrooms: readings from NCMT's school-based journals (pp. 273-277). National Council of Teachers of Mathematics.

Degrande, T., Verschaffel, L. & Van Dooren, W. (2020). To add or to multiply in open problems? Unraveling children’s relational preference using a mixed-method approach. Educational Studies in Mathematics, 104(3), 405-430. https://doi.org/10.1007/s10649-020-09966-z DOI: https://doi.org/10.1007/s10649-020-09966-z

Duncker, K. (1945). On problem-solving. Psychological Monographs, 58(5), i-113. DOI: https://doi.org/10.1037/h0093599

Finnish National Board of Education. (2004). Perusopetuksen opetussuunnitelman perusteet 2004. Opetushallitus.

Finnish National Board of Education. (2016). National Core Curriculum for Basic Education 2014. Opetushallitus.

Fuchs, L. S. & Fuchs, D. (2003). Enhancing the mathematical problem solving of students with mathematics disabilities. In H. L. Swanson, K. Harris & S. Graham (Eds.), Handbook of learning disabilities (pp. 306-322). Guilford Press.

Fujimura, N. (2001). Facilitating Children's Proportional Reasoning: A Model of Reasoning Processes and Effects of Intervention on Strategy Change. Journal of Educational Psychology, 93(3), 589-603. https://doi.org/10.1037/0022-0663.93.3.589 DOI: https://doi.org/10.1037/0022-0663.93.3.589

Gallagher Landi, M. A. (2001). Helping Students with Learning Disabilities Make Sense of Word Problems. Intervention in School and Clinic, 37(1), 13-18. https://doi.org/10.1177/105345120103700103 DOI: https://doi.org/10.1177/105345120103700103

Goldenberg, E. P., Shteingold, N. & Feurzeig, N. (2003). Mathematical habits of mind of young children. In F. K. J. Lester (Eds.), Teaching mathematics through problem solving: Prekindergarten-Grade 6 (pp. 15-29). National Council of Teachers of Mathematics.

Gravett, E. (2009). The Rabbit Problem. MacMillan Children's Books.

Grønmo, L. S., Lindquist, M., Arora, A. & Mullis, I. V. S. (2013). TIMSS 2015 Mathematics

Framework. In I. V. S. Mullis & M. O. Martin (Eds.), TIMSS 2015 assessment frameworks (pp. 11-27). TIMSS & PIRLS International Study Center, Lynch School of Education, Boston College and International Association for the Evaluation of Educational Achievement (IEA).

Hart, K. (1984). Ratio and proportion. In K. Hart, M. Brown, D. Kerslake, D. Küchemann & G. Ruddock (Eds.), Chelsea Diagnostic Mathematics Test. Teacher's guide (pp. 93-100). NFER-Nelson.

Herold-Blasius, R. (2021). Problemlösen mit Strategieschlüsseln. Eine explorative Studie zur Unterstützung von Problembearbeitungsprozessen bei Dritt- und Viertklässlern. Springer Spektrum. https://doi.org/10.1007/978-3-658-32292-2 DOI: https://doi.org/10.1007/978-3-658-32292-2

Herold-Blasius, R. & Rott, B. (2016). Using strategy keys as tool to influence strategy behaviour. A qualitative study. In T. Fritzlar, D. Assmus, K. Bräuning, A. Kuzle, & B. Rott (Eds.), Problem solving in mathematics education (Vol. 6, pp. 137–147). VTM.

Hiebert, J. (2003). Signposts for teaching mathematics through problem solving. In F. K. J. Lester (Eds.), Teaching mathematics through problem solving: Prekindergarten-Grade 6 (pp. 53-61). National Council of Teachers of Mathematics.

Ivars, P., Fernández, C. & Llinares, S. (2020). A Learning Trajectory as a Scaffold for Pre-service Teachers’ Noticing of Students’ Mathematical Understanding. International Journal of Science and Mathematics Education, 18(3), 529-548. https://doi.org/10.1007/s10763-019-09973-4 DOI: https://doi.org/10.1007/s10763-019-09973-4

Joutsenlahti, J. & Kulju, P. (2017). Multimodal Languaging as a Pedagogical Model—A Case Study of the Concept of Division in School Mathematics. Education Sciences, 7(1), 9. https://doi.org/10.3390/educsci7010009 DOI: https://doi.org/10.3390/educsci7010009

Kaitera, S. (2021). Mathematical problem-solving keys. Library of Open Educational Resources. https://aoe.fi/#/materiaali/1685

Kaput, J. J. & West, M. M. (1994). Missing-value proportional reasoning problems: Factors affecting informal reasoning patterns. In G. Harel & J. Confrey (Eds.), The Development of Multiplicative Reasoning in the Learning of Mathematics (pp. 235–287). State University of New York Press.

Karplus, E. F., Karplus, R. & Wollman, W. (1974). Intellectual Development Beyond Elementary School IV: Ratio, The Influence of Cognitive Style. School Science and Mathematics, 74(6), 476-482. https://doi.org/10.1111/j.1949-8594.1974.tb08937 DOI: https://doi.org/10.1111/j.1949-8594.1974.tb08937.x

Karplus, R., Pulos, S. & Stage, E. K. (1983). Early Adolescents' Proportional Reasoning on 'Rate' Problems. Educational Studies in Mathematics, 14(3), 219-233. https://doi.org/10.1007/BF00410539 DOI: https://doi.org/10.1007/BF00410539

Kilpatrick, J. (2016). Reformulating: Approaching Mathematical Problem Solving as Inquiry. In P. Felmer, E. Pehkonen & J. Kilpatrick (Eds.), Posing and Solving Mathematical Problems: Advances and New Perspectives (pp. 69-82). Springer. DOI: https://doi.org/10.1007/978-3-319-28023-3_5

Lamon, S. (1993). Ratio and proportion: Children's cognitive and metacognitive processes. In T. P. Carpenter, E. Fennema & T. A. Romberg (Eds.), Rational numbers: An integration of research (pp. 131-156). Lawrence Erbaum Associates.

Lamon, S. (2012). Teaching Fractions and Ratios for Understanding. Essential Content Knowledge and Instructional Strategies for Teachers (3rd Ed.). Routledge. DOI: https://doi.org/10.4324/9780203803165

Lamon, S. J. (2007). Rational Numbers and Proportional Reasoning. Toward a Theoretical Framework for Research. In F. Lester (Eds.), Second handbook of research on mathematics teaching and learning (pp. 629-668). Information Age Publishing.

Langrall, C. W. & Swafford, J. (2000). Three balloons for two dollars: Developing proportional reasoning. Mathematics Teaching in the Middle School, 6, 254–261. DOI: https://doi.org/10.5951/MTMS.6.4.0254

Leighton, J. P. (2004). Defining and describing reason. In J. P. Leighton & R. J. Sternberg (Eds.), The nature of reasoning (pp. 3–11). Cambridge University Press. DOI: https://doi.org/10.1017/CBO9780511818714.001

Lesh, R., Post, T. & Behr, M. (1988). Proportional Reasoning. In J. Hiebert & M. Behr (Eds.), Number concepts and operations in the middle grades (pp. 93-118). Lawrence Erlbaum & National Council of Teachers of Mathematics.

Lester, F. K. (2003). Preface. In F. Lester (Eds.), Teaching mathematics through problem solving: Prekindergarten-Grade 6 (pp. ix-xvi). National Council of Teachers of Mathematics.

Lester, F. K. J. (2013). Thoughts about research on Mathematical problem-solving instruction. The Mathematics Enthusiast, 10 (1-2), 245-278. https://doi.org/10.54870/1551-3440.1267 DOI: https://doi.org/10.54870/1551-3440.1267

Leppäaho, H. (2018). Ongelmanratkaisun opettamisesta. In J. Joutsenlahti, H. Silfverberg, & P. Räsänen (Eds.), Matematiikan opetus ja oppiminen (pp. 368–393). Niilo Mäki Instituutti.

Ministry of Education Singapore. (2012). Mathematics Syllabus 2013. Primary One to Six.

https://www.moe.gov.sg/-/media/files/primary/mathematics_syllabus_primary_1_to_6.pdf?la=en&hash=B401E761C0BFC490279883CCE4826924CD455F97

Misailidou, C. & Williams, J. (2003). Diagnostic assessment of children's proportional reasoning. Journal of Mathematical Behavior, 22, 335-368. https://doi.org/10.1016/S0732-3123(03)00025-7 DOI: https://doi.org/10.1016/S0732-3123(03)00025-7

Näveri, L., Pehkonen, E., Ahtee, M., Hannula, M. S., Laine, A. & Heinilä, L. (2011). Finnish elementary teachers’ espoused beliefs on mathematical problem solving. In MAVI-17 Conference, Bochum, Germany. (pp. 161-171).

Niemi, H. & Nevgi, A. (2014). Research studies and active learning promoting professional competences in Finnish teacher education. Teaching and Teacher Education, 43, 131-142. https://doi.org/10.1016/j.tate.2014.07.006 DOI: https://doi.org/10.1016/j.tate.2014.07.006

Noelting, G. (1980). The Development of Proportional Reasoning and the Ratio Concept Part I - Differentiation of Stages. Educational Studies in Mathematics, 11(2), 217-253. https://doi.org/10.1007/BF00304357 DOI: https://doi.org/10.1007/BF00304357

Nunes, T. & Bryant, P. (1996). Children doing mathematics. Wiley.

OECD. (2014). PISA 2012 Results: Creative Problem Solving. Students' skills in tackling real-life problems. (Volume V). OECD Publishing. https://doi.org/10.1787/9789264208070-en DOI: https://doi.org/10.1787/9789264208070-en

Pehkonen, E., Näveri, L. & Laine, A. (2013). On Teaching Problem Solving in School Mathematics. Center for Educational Policy Studies Journal, 3(4), 9-23. DOI: https://doi.org/10.26529/cepsj.220

Polya, G. (1945). How to solve it: a new aspect of mathematical method. Princeton University Press. DOI: https://doi.org/10.1515/9781400828678

Polya, G. (1973). How to solve it: A new aspect of mathematical method (2nd. edition). Princeton University Press.

Scardamalia, M., & Bereiter, C. (2014). Smart technology for self-organizing processes. Smart Learning Environments, 1(1), 1. https://doi.org/10.1186/s40561-014-0001-8 DOI: https://doi.org/10.1186/s40561-014-0001-8

Schoenfeld, A. H. (1985). Mathematical problem solving. Academic Press.

Schoenfeld, A. H. (1992). Learning to think mathematically: Problem solving, metacognition, and sense- making in mathematics. In D. Grouws (Ed.), Handbook of research on mathematics teaching and learning (pp. 334–370). MacMillan.

Sears, D. A., & Reagin, J. M. (2013). Individual versus collaborative problem solving: Divergent outcomes depending on task complexity. Instructional Science, 41(6), 1153–1172. https://doi.org/10.1007/s11251-013-9271-8 DOI: https://doi.org/10.1007/s11251-013-9271-8

Shaughnessy, M., DeFino, R., Pfaff, E. & Blunk, M. (2021). I think I made a mistake: How do prospective teachers elicit the thinking of a student who has made a mistake? Journal of Mathematics Teacher Education, 24(4), 335-359. https://doi.org/10.1007/s10857-020-09461-5 DOI: https://doi.org/10.1007/s10857-020-09461-5

Son, J. (2013). How preservice teachers interpret and respond to student errors: ratio and proportion in similar rectangles. Educational Studies in Mathematics, 84(1), 49-70. https://doi.org/10.1007/s10649-013-9475-5 DOI: https://doi.org/10.1007/s10649-013-9475-5

Stein, M. K., Engle, R. A., Smith, M. S. & Hughes, E. K. (2008). Orchestrating Productive Mathematical Discussions: Five Practices for Helping Teachers Move Beyond Show and Tell. Mathematical Thinking and Learning, 10(4), 313-340. https://doi.org/10.1080/10986060802229675 DOI: https://doi.org/10.1080/10986060802229675

Swanson, H. L., Lussier, C., & Orosco, M. (2013). Effects of cognitive strategy interventions and cognitive moderators on word problem solving in children at risk for problem solving difficulties. Learning Disabilities Research and Practice, 28(4), 170–183. https://doi.org/10.1111/ldrp.12019 DOI: https://doi.org/10.1111/ldrp.12019

Tourniaire, F. (1986). Proportions in Elementary School. Educational Studies in Mathematics, 17(4), 401-412. https://doi.org/10.1007/BF00311327 DOI: https://doi.org/10.1007/BF00311327

Tourniaire, F. & Pulos, S. (1985). Proportional Reasoning: A Review of the Literature. Educational Studies in Mathematics, 16(2), 181-204. https://doi.org/10.1007/BF02400937 DOI: https://doi.org/10.1007/BF02400937

Van Dooren, W., De Bock, D., Hessels, A., Janssens, D. & Verschaffel, L. (2005). Not Everything Is Proportional: Effects of Age and Problem Type on Propensities for Overgeneralization. Cognition and Instruction, 23(1), 57-86. https://doi.org/10.1207/s1532690xci2301_3 DOI: https://doi.org/10.1207/s1532690xci2301_3

Van Dooren, W., De Bock, D. & Verschaffel, L. (2010). From addition to multiplication … and back. The development of students’ additive and multiplicative reasoning skills. Cognition and Instruction, 28(3), 360-381. https://doi.org/10.1080/07370008.2010.488306 DOI: https://doi.org/10.1080/07370008.2010.488306

Vanluydt, E., Degrande, T., Verschaffel, L. & Van Dooren, W. (2019). Early stages of proportional reasoning: a cross-sectional study with 5- to 9-year-olds. European Journal of Psychology of Education, 35(3), 529-547. https://doi.org/10.1007/s10212-019-00434-8 DOI: https://doi.org/10.1007/s10212-019-00434-8

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Published

2022-06-30

How to Cite

Kaitera, S., & Harmoinen, S. (2022). Developing mathematical problem-solving skills in primary school by using visual representations on heuristics. LUMAT: International Journal on Math, Science and Technology Education, 10(2), 111–146. https://doi.org/10.31129/LUMAT.10.2.1696