Abstract
Understanding of arithmetic concepts in the elementary and middle school years is not only essential for developing current mathematical skills and knowledge but also as a foundation for later mathematical skills. Researchers are increasingly interested in arithmetic concepts and valuable knowledge has been gained. However, much of the research has taken a cross-sectional approach and studied and compared different groups of children of different ages or grades. An alternative but less frequently used approach is a longitudinal design in which the same children are studied across several years or grades. In this chapter we discuss the pros and cons of both approaches and focus on some recent longitudinal findings on the development of conceptual knowledge of arithmetic. Research and practical implications for educators and parents are discussed and outlined for promoting the development of children’s understanding of arithmetic concepts.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Alibali, M. W., Knuth, E. J., Hattikudur, S., McNeil, N. M., & Stephens, A. C. (2007). A longitudinal examination of middle school students’ understanding of the equal sign and equivalent equations. Mathematical Thinking and Learning, 9, 221–247. https://doi.org/10.1080/10986060701360902
Alibali, M. W., Phillips, K. M. O., & Fischer, A. D. (2009). Learning new problem-solving strategies leads to changes in problem representation. Cognitive Development, 24, 89–101. https://doi.org/10.1016/j.cogdev.2008.12.005
Asquith, P., Stephens, A. C., Knuth, E. J., & Alibali, M. W. (2007). Middle school mathematics teachers’ knowledge of students’ understanding of core algebraic concepts: Equal sign and variable. Mathematical Thinking and Learning, 9, 249–272. https://doi.org/10.1080/10986060701360910
Bisanz, J., & LeFevre, J. (1990). Strategic and nonstrategic processing in the development of mathematical cognition. In D. F. Bjorklund (Ed.), Children’s strategies: Contemporary views of cognitive development (pp. 213–244). Erlbaum.
Canobi, K. H. (2009). Concept-procedure interactions in children’s addition and subtraction. Journal of Experimental Child Psychology, 102, 131–140. https://doi.org/10.1016/j.jecp.2008.07.008
Canobi, K. H., Reeve, R. A., & Pattison, P. E. (2003). Patterns of knowledge in children’s addition. Developmental Psychology, 39, 521–534. https://doi.org/10.1037/0012-1649.39.3.521
Ching, B. H.-H., & Nunes, T. (2017). The importance of additive reasoning in children’s mathematical achievement: A longitudinal study. Journal of Educational Psychology, 109, 447–508. https://doi.org/10.1037/edu0000154
Crone, E. A., & Elzinga, B. M. (2015). Changing brains: How longitudinal functional magnetic resonance imaging studies can inform us about cognitive and social-affective growth trajectories. WIREs Cognitive Science, 6(1), 53–63. https://doi.org/10.1002/wcs.1327
Crooks, N. M., & Alibali, M. W. (2014). Defining and measuring conceptual knowledge in mathematics. Developmental Review, 34, 344–377. https://doi.org/10.1016/j.dr.2014.10.001
Dubé, A. K., & Robinson, K. M. (2018). Children’s understanding of multiplication and division: Insights from a pooled analysis of seven studies conducted across 7 years. British Journal of Developmental Psychology, 36, 206–219. https://doi.org/10.1111/bdjp.12217
Eaves, J. M., Attridge, N., & Gilmore, C. (2019). Increasing the use of conceptually-derived strategies in arithmetic: Using inversion problems to promote the use of associativity. Learning and Instruction, 61, 84–98. https://doi.org/10.1016/j.learninstruc.2019.01.004
Eaves, J., Gilmore, C., & Attridge, N. (2020). Investigating the role of attention in the identification of associativity shortcuts using a microgenetic measure of implicit shortcut use. Quarterly Journal of Experimental Psychology, 1–19. https://doi.org/10.1177/1747021820905739
Eaves, J., Gilmore, C., & Attridge, N. (2021). Conceptual knowledge of the associativity principle: A review of the literature and an agenda for future research. Trends in Neuroscience and Education, 23, 100152. https://doi.org/10.1016/j.tine.2021.100152
Every Child a Chance Trust. (2008). The long term costs of numeracy difficulties.. www.nationalnumeracy.org.uk
Farrington, D. P. (1991). Longitudinal research strategies: Advantages, problems, and prospects. Journal of the American Academy of Child & Adolescent Psychiatry, 30(3), 369–374. https://doi.org/10.1097/00004583-199105000-00003
Fyfe, E. R., McNeil, N. M., & Borjas, S. (2015). Benefits of “concreteness fading” for children’s mathematics understanding. Learning and Instruction, 35, 104–120. https://doi.org/10.1016/j.learninstruc.2014.10.004
Gaschler, R., Vaterrodt, B., Frensch, P. A., Eichler, A., & Haider, H. (2013). Spontaneous usage of different shortcuts based on the commutativity principle. PLoS One, 8(9), e74972. https://doi.org/10.1371/journal.pone.0074972
Gilmore, C. K., & Papadatou-Pastou, M. (2009). Patterns of individual differences in conceptual understanding and arithmetical skill: A meta-analysis. Mathematical Thinking and Learning, 11, 25–40. https://doi.org/10.1080/10986060802583923
Gilmore, C. K., Clayton, S., Cragg, L., McKeaveney, C., Simms, V., & Johnson, S. (2018). Understanding arithmetic concepts: The role of domain-specific and domain-general skills. PLoS One, 13, e0201724. https://doi.org/10.1371/journal.pone.0201724
Godau, C., Haider, J., Hansen, S., Schubert, T., Frensch, P. A., & Gaschler, R. (2014). Spontaneously spotting and applying shortcuts in arithmetic – A primary school perspective on expertise. Frontiers in Psychology, 5, 556. https://doi.org/10.3389/fpsyg.2014.00556
Harring, J., & Hancock, G. R. (2012). Advances in longitudinal methods in the social and behavioral sciences. Information Age Publishing.
Hornburg, C. B., Wang, L., & McNeil, N. M. (2018). Comparing meta-analysis and individual person data analysis using raw data on children’s understanding of equivalence. Child Development, 89(6), 1983–1995. https://doi.org/10.1111/cdev.13058
Hornburg, C. B., Devlin, B. L., & McNeil, N. M. (2022). Earlier understanding of mathematical equivalence in elementary school predicts greater algebra readiness in middle school. Journal of Educational Psychology, 114, 540–559. https://doi.org/10.1037/edu0000683
Kieran, C. (1981). Concepts associated with the equality symbol. Educational Studies in Mathematics, 12, 317–326. https://doi.org/10.1007/BF00311062
Knuth, E. J., Alibali, M. W., McNeil, N. M., Weinberg, A., & Stephens, A. C. (2005). Middle school students’ understanding of core algebraic concepts: Equality and variable. International Journal on Mathematics Education, 7(1), 68–76. https://link.springer.com/content/pdf/10.1007/BF02655899.pdf
Knuth, E., Stephens, A., Blanton, M., & Gardiner, A. (2016). Build an early foundation for algebra success. Phi Delta Kappan, 97(6), 65–68. https://doi.org/10.1177/0031721766877
Leary, M. (2017). Introduction to Behavioural research methods (7th ed.). Pearson.
McNeil, N. M., Hornburg, C. B., Devlin, B. L., Carrazza, C., & McKeever, M. O. (2017). Consequences of individual differences in children’s formal understanding of mathematical equivalence. Child Development, 90, 940–956. https://doi.org/10.1111/cdev.12948
National Governors’ Association Center for Best Practices, & Council of Chief State School Officers. (2010). Common core state standards for mathematics. www.corestandards.org/wp-content/uploads/Math_Standards1.pdf
National Mathematics Advisory Panel. (2008). Foundations for success: The final report of the National Mathematics Advisory Panel. U.S. Department of Education.
Nunes, T., Bryant, P., Burman, D., Bell, D., Evans, D., Hallett, D., & Montgomery, L. (2008). Deaf children’s understanding of inverse relationships. In M. Marschark & P. C. Hauser (Eds.), Deaf cognition: Foundations and outcomes (pp. 201–225). Oxford.
Nunes, T., Bryant, P., Evans, D., Bell, D., & Barros, R. (2012). Teaching children how to include the inversion principle in their reasoning about quantitative relations. Educational Studies in Mathematics, 79, 371–388. https://doi.org/10.1007/s10649-011-9314-5
Prather, R. W., & Alibali, M. W. (2009). The development of arithmetic principle knowledge: How do we know what learners know? Developmental Review, 29, 221–248. https://doi.org/10.1016/j.dr.2009.09.001
Rittle-Johnson, B. (2017). Developing mathematics knowledge. Child Development Perspectives, 11, 184–190. https://doi.org/10.1111/cdep.12229
Robinson, K. M. (2017). The understanding of additive and multiplicative arithmetic concepts. In D. C. Geary, D. B. Berch, R. Ochsendorf, & K. M. Koepke (Eds.), Acquisition of complex arithmetic skills. Academic.
Robinson, K. M. (2019). Arithmetic concepts in the early school years. In K. M. Robinson, D. Kotsopoulos, & H. P. Osana (Eds.), Mathematical learning and cognition in early childhood: Integrating interdisciplinary research into practice (pp. 165–186). Springer.
Robinson, K. M., & Dubé, A. K. (2012). Children’s use of arithmetic shortcuts: The role of attitudes in strategy choice. Child Development Research, 2012, 1–10. https://doi.org/10.1155/2012/459385
Robinson, K. M., & Ninowski, J. E. (2003). Adults’ understanding of inversion concepts: How does performance on addition and subtraction inversion problems compare to performance on multiplication and division inversion problems? Canadian Journal of Experimental Psychology, 57, 321–330. https://doi.org/10.1037/h0087435
Robinson, K. M., Arbuthnott, K. D., & Gibbons, K. A. (2002). Adults’ respresentations of division facts: A consequence of learning history? Canadian Journal of Experimental Psychology, 56, 302–309. https://doi.org/10.1037/h0087406
Robinson, K. M., Ninowski, J. E., & Gray, M. L. (2006). Children’s understanding of the arithmetic concepts of inversion and associativity. Journal of Experimental Child Psychology, 94, 349–362. https://doi.org/10.1016/j.jecp.2006.03.004
Robinson, K. M., Dubé, A. K., & Beatch, J.-A. (2017). Children’s understanding of additive concepts. Journal of Experimental Child Psychology, 156, 16–28. https://doi.org/10.1016/j.jecp.2016.11.009
Robinson, K. M., Price, J. A. B., & Demyen, B. (2018). Understanding arithmetic concepts: Does operation matter? Journal of Experimental Child Psychology, 166, 421–436. https://doi.org/10.1016/j.jecp.2017.09.003
Schneider, M., Stern, E., & Star, J. R. (2011). Relations among conceptual knowledge, procedural knowledge, and procedural flexibility in two samples differing in prior knowledge. Developmental Psychology, 47(6), 1525–1538. https://doi.org/10.1037/a0024997
Sherman, J. (2007, April). From failure to success on equivalence problems and how teachers perceive the process. Paper presented at the biennial conference for the Society for Research in Child Development, Boston, MA.
Siegler, R. S. (1996). Emerging minds: The process of change in children’s thinking. Oxford University Press.
Spector, P. E. (2019). Do not cross me: Optimizing the use of cross-sectional designs. Journal of Business and Psychology, 34(2), 125–137. https://doi.org/10.1007/s10869-018-09613-8
Wong, T. T.-Y., Leung, C. O.-Y., & Kwan, K.-T. (2021). Multifaceted assessment of children’s inversion understanding. Journal of Experimental Child Psychology, 207, 105121. https://doi.org/10.1016/j.jecp.2021.105121
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this chapter
Cite this chapter
Robinson, K.M., Buchko, D.M. (2023). Longitudinal Approaches to Investigating Arithmetic Concepts Across the Elementary and Middle School Years. In: Robinson, K.M., Dubé, A.K., Kotsopoulos, D. (eds) Mathematical Cognition and Understanding. Springer, Cham. https://doi.org/10.1007/978-3-031-29195-1_10
Download citation
DOI: https://doi.org/10.1007/978-3-031-29195-1_10
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-29194-4
Online ISBN: 978-3-031-29195-1
eBook Packages: EducationEducation (R0)