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Multiple pathways for developing functional thinking in elementary mathematics textbooks: a case study in China

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Abstract

The mathematics education literature indicates a consensus regarding the importance of developing algebraic thinking in elementary school mathematics. However, the approaches used to implement this concept vary around the world. This study examines how a popular standards-based elementary mathematics textbook series in China provides opportunities to learn about functional thinking, which is a key component of algebraic thinking. Building on the literature, an analytical framework was generated to examine the features of function-related tasks in the textbook series across grades. The results of the fine-grained coding analysis show that four categories of function-related tasks in the textbook provide opportunities to learn about multi-modes of functional thinking. These tasks primarily serve to enhance arithmetic learning, while offering opportunities to learn about functional thinking as an embedded component. Elaborated design and arrangement of the function tasks promote opportunities to learn about multiple modes of functional thinking. In addition, two pathways to support the development of functional thinking are identified. Finally, the implications for task design and textbook development which attempt to develop functional thinking are discussed.

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Notes

  1. There are two textbooks in each grade.

  2. See Appendix 2 for the number of questions in different categories of tasks.

References

  • Blanton, M. L. (2008). Algebra in elementary classrooms: Transforming thinking, transforming practice. Heinemann.

    Google Scholar 

  • Blanton, M. L., Brizuela, B. M., Gardiner, A. M., Sawrey, K., & Newman-Owens, A. (2015). A learning trajectory in 6-year-olds’ thinking about generalizing functional relationships. Journal for Research in Mathematics Education, 46(5), 511–558. https://doi.org/10.5951/jresematheduc.46.5.0511

    Article  Google Scholar 

  • Blanton, M. L., Brizuela, B. M., Gardiner, A. M., Sawrey, K., & Newman-Owens, A. (2017). A progression in first-grade children’s thinking about variable and variable notation in functional relationships. Educational Studies in Mathematics, 95(2), 181–202. https://doi.org/10.1007/s10649-016-9745-0

    Article  Google Scholar 

  • Blanton, M. L., Brizuela, B. M., Stephens, A. C., Knuth, E., Isler, I., Gardiner, A. M., Stroud, R., Fonger, N., & Stylianou, D. (2018). Implementing a framework for early algebra. In C. Kieran (Ed.), Teaching and learning algebraic thinking with 5- to 12-year-olds: The global evolution of an emerging field of research and practice (pp. 27–49). Springer. https://doi.org/10.1007/978-3-319-68351-5_2

  • Blanton, M. L., & Kaput, J. J. (2011). Functional thinking as a route into algebra in the elementary grades. In J. Cai & E. Knuth (Eds.), Early algebraization: A global dialogue from multiple perspectives (pp. 5–23). Springer. https://doi.org/10.1007/978-3-642-17735-4_2

  • Blanton, M. L., Stephens, A. C., Knuth, E., Gardiner, A., Isler, I., & Kim, J. (2015). The development of children’s algebraic thinking: The impact of a comprehensive early algebra intervention in third grade. Journal for Research in Mathematics Education, 46(1), 39–87. https://doi.org/10.5951/jresematheduc.46.1.0039

    Article  Google Scholar 

  • Brewer, D., & Stasz, C. (1996). Enhancing opportunity to learn measures in NCES data (RAND RP-581-IET). In G. Hochlander, J. E. Griffith, & J. H. Palph (Eds.), From data to information: New directions for the National Center for Education Statistics (NCES 96-901) (pp. 3.1–3.28). U.S. Department of Education. Retrieved January 4, 2022, from https://nces.ed.gov/pubs96/96901.pdf

  • Cai, J. (2004). Developing algebraic thinking in the earlier grades: A case study of the Chinese elementary school curriculum. The Mathematics Educator, 8(1), 107–130.

    Google Scholar 

  • Cai, J., & Jiang, C. (2017). An analysis of problem-posing tasks in Chinese and US elementary mathematics textbooks. International Journal of Science and Mathematics Education, 15(8), 1521–1540. https://doi.org/10.1007/s10763-016-9758-2

    Article  Google Scholar 

  • Cai, J., & Knuth, E. (Eds.). (2011). Early algebraization: A global dialogue from multiple perspectives. Springer Science & Business Media. https://doi.org/10.1007/978-3-642-17735-4

  • Cai, J., Lew, H. C., Morris, A., Moyer, J. C., Ng, S. F., & Schmittau, J. (2005). The development of students’ algebraic thinking in earlier grades. Zentralblatt Für Didaktik Der Mathematik, 37(1), 5–15. https://doi.org/10.1007/bf02655892

    Article  Google Scholar 

  • Cai, J., Ng, S. F., & Moyer, J. C. (2011). Developing students’ algebraic thinking in earlier grades: Lessons from China and Singapore. In J. Cai & E. Knuth (Eds.), Early algebraization: A global dialogue from multiple perspectives (pp. 25–41). Springer. https://doi.org/10.1007/978-3-642-17735-4_3

  • Cañadas, M. C., Brizuela, B., & Blanton, M. L. (2016). Second graders articulating ideas about linear functional relationships. The Journal of Mathematical Behavior, 41, 87–103. https://doi.org/10.1016/j.jmathb.2015.10.004

    Article  Google Scholar 

  • Carpenter, T. P., Franke, M. L., & Levi, L. (2003). Thinking mathematically. Heinemann.

    Google Scholar 

  • Carraher, D. W., Schliemann, A. D., & Schwartz, J. L. (2008). Early algebra is not the same as algebra early. In J. J. Kaput, D. W. Carraher, & M. L. Blanton (Eds.), Algebra in the early grades (pp. 235–272). Taylor & Francis Group. https://doi.org/10.4324/9781315097435-12

  • Confrey, J. Maloney, A., Shah, M., & Belcher, M. (2019). A synthesis of research on learning trajectories/progressions in mathematics. In M. Taguma, F. Gabriel, & M. H. Lim (Eds.). Future of education and skills 2030: Curriculum analysis. Directorate for Education and Skills Education Policy Committee. https://one.oecd.org/document/EDU/EDPC(2018)44/ANN3/En/pdf

  • Confrey, J., & Smith, E. (1991). A framework for functions: Prototypes, multiple representations, and transformations. In R. Underhill, & C. Brown (Eds.), Proceedings of the 13th meeting of PME-NA (pp. 57–63). Virginia Polytechnic Institute & State University. https://files.eric.ed.gov/fulltext/ED352274.pdf#page=66

  • Confrey, J., & Smith, E. (1995). Splitting, covariation, and their role in the development of exponential functions. Journal for Research in Mathematics Education, 26(1), 66–86. https://doi.org/10.2307/749228

    Article  Google Scholar 

  • Demosthenous, E., & Stylianides, A. (2014). Algebra-related tasks in primary school textbooks. In C. Nicol, P. Liljedahl, S. Oesterle, & D. Allan. (Eds.), Proceedings of the joint meeting of PME 38 and PME-NA 36 (Vol. 2, pp. 369–376). Vancouver, Canada. https://files.eric.ed.gov/fulltext/ED599770.pdf

  • Demosthenous, E., & Stylianides, A. (2018). Algebra-related tasks: Teachers’ guidance in curriculum materials. La Matematica e La Sua Didattica, 26(1), 7–27.

    Google Scholar 

  • Ding, M., & Li, X. (2010). A comparative analysis of the distributive property in U.S. and Chinese elementary mathematics textbooks. Cognition and Instruction, 28(2), 146–180. https://doi.org/10.1080/07370001003638553

    Article  Google Scholar 

  • Ding, M., & Li, X. (2014). Transition from concrete to abstract representations: The distributive property in a Chinese textbook series. Educational Studies in Mathematics, 87(1), 103–121. https://doi.org/10.1007/s10649-014-9558-y

    Article  Google Scholar 

  • Earnest, D. (2015). From number lines to graphs in the coordinate plane: Investigating problem solving across mathematical representations. Cognition and Instruction, 33, 46–87. https://doi.org/10.1080/07370008.2014.994634

    Article  Google Scholar 

  • Fan, L. (2013). Textbook research as scientific research: Towards a common ground on issues and methods of research on mathematics textbooks. ZDM–Mathematics Education, 45(5), 765–777. https://doi.org/10.1007/s11858-013-0530-6

    Article  Google Scholar 

  • Fan, L., Chen, J., Zhu, Y., Qiu, X., & Hu, J.(2004). Textbook use within and beyond Chinese mathematics classrooms: A study of 12 secondary schools in Kunming and Fuzhou of China. In L. Fan, N. Y. Wong, J. Cai, & S. Li (Eds.), How Chinese learn mathematics: Perspectives from insiders (pp. 228–261). World Scientific. https://doi.org/10.1142/9789812562241_0009

  • Fonger, N. L., Stephens, A. C., Blanton, M. L., Isler, I., Knuth, E., & Gardiner, A. M. (2018). Developing a learning progression for curriculum, instruction, and student learning: An example from mathematics education. Cognition and Instruction, 36(1), 30–55. https://doi.org/10.1080/07370008.2017.1392965

    Article  Google Scholar 

  • Greenes, C. E., & Rubenstein, R. (2008). Algebra and algebraic thinking in school mathematics, 70th yearbook. National Council of Teachers of Mathematics.

  • Haggarty, L., & Pepin, B. (2002). An investigation of mathematics textbooks and their use in English, French and German classrooms: Who gets an opportunity to learn what? British Educational Research Journal, 28(4), 567–590. https://doi.org/10.1080/0141192022000005832

    Article  Google Scholar 

  • Hiebert, J., & Wearne, D. (1993). Instructional tasks, classroom discourse, and students’ learning in second-grade arithmetic. American Educational Research Journal, 30(2), 393–425. https://doi.org/10.3102/00028312030002393

    Article  Google Scholar 

  • Holsti, O. R. (1969). Content analysis for the social sciences and humanities. Addison-Wesley.

    Google Scholar 

  • Huang, R., & Li, Y. (2017). Teaching and learning mathematics through variations: Confucian heritage meets western theories. Springer.

  • Hurst, C. (2015). New curricula and missed opportunities: Crowded curricula, connections, and ‘big ideas.’ International Journal for Mathematics Teaching and Learning, 16(3), 1–12.

    Google Scholar 

  • Husén, T. (1967). International study of achievement in mathematics: A comparison of twelve countries (Vol. 2). Wiley.

  • Jiang, C., & Cai, J. (2022). Book review: Seeing algebra in arithmetic in cross-cultural contexts. Meixia Ding (2021) Teaching early algebra through example-based problem solving: Insight from Chinese and US elementary classrooms. Educational Studies in Mathematics, 111(1), 177–184. https://doi.org/10.1007/s10649-021-10132-2

    Article  Google Scholar 

  • Kaid, L. L., & Wadsworth, A. J. (1989). Content analysis. In P. Emmert & L. L. Barker (Eds.), Measurement of Communication Behavior (pp. 197–217). Longman.

    Google Scholar 

  • Kaput, J. J. (1999). Teaching and learning a new algebra with understanding. In E. Fennema & T. A. Romberg (Eds.), Mathematical classrooms that promote understanding (pp. 133–155). Routledge. Retrieved January 4th, 2022, from https://files.eric.ed.gov/fulltext/ED441662.pdf

  • Kaput, J. J. (2008). What is algebra? What is algebraic reasoning? In J. J. Kaput, D. W. Carraher, & M. L. Blanton (Eds.), Algebra in the early grades (pp. 5–17). Taylor & Francis Group.

    Google Scholar 

  • Kaput, J. J., Carraher, D., & Blanton, M. L. (2008). Algebra in the early grades. Taylor & Francis Group. https://doi.org/10.4324/9781315097435-2

  • Kieran, C. (2018). Seeking, using, and expressing structure in numbers and numerical operations: A fundamental path to developing early algebraic thinking. In C. Kieran (Ed.), Teaching and learning algebraic thinking with 5- to 12-year-olds: The global evolution of an emerging field of research and practice (pp. 79–105). Springer. https://doi.org/10.1007/978-3-319-68351-5_4

  • Lannin, J. K., Barker, D., & Townsend, B. (2006). Algebraic generalization strategies: Factors influencing student strategy selection. Mathematics Education Research Journal, 18(3), 3–28. https://doi.org/10.1007/BF03217440

    Article  Google Scholar 

  • Li, Y., Zhang, J., & Ma, T. (2009). Approaches and practices in developing school mathematics textbooks in China. ZDM–Mathematics Education, 41(6), 733–748. https://doi.org/10.1007/s11858-009-0216-2

    Article  Google Scholar 

  • Lu, J., & Yang, G. (2022). Compulsory education textbook: Mathematics. People’s Education Press.

  • Mason, J. (2008). Making use of children’s powers to produce algebraic thinking. In J. J. Kaput, D. W. Carraher, & M. L. Blanton (Eds.), Algebra in the early grades (pp. 57–94). Taylor & Francis Group. https://doi.org/10.4324/9781315097435-4

  • McDonnell, L. M. (1995). Opportunity to learn as a research concept and a policy instrument. Educational Evaluation and Policy Analysis, 17(3), 305–322. https://doi.org/10.3102/01623737017003305

    Article  Google Scholar 

  • Ministry of Education in China (2001). Compulsory education mathematics curriculum standard. Beijing Normal University Publishing Group.

  • Ministry of Education in China (2011). Compulsory education mathematics curriculum standard. Beijing Normal University Publishing Group.

  • Ministry of Education in China (2022). Compulsory education mathematics curriculum standard. Beijing Normal University Publishing Group.

  • Molina, M., Ambrose, R., & del Rio, A. (2018). First encounter with variables by first and third grade Spanish students. In C. Kieran (Ed.), Teaching and learning algebraic thinking with 5-to 12-year-olds: The global evolution of an emerging field of research and practice (pp. 261–280). Springer. https://doi.org/10.1007/978-3-319-68351-5_11

  • Mullis, I. V., & Martin, M. O. (2008). Overview of TIMSS 2007. TIMSS & PIRLS. Retrieved January 4, 2022, from https://timssandpirls.bc.edu/timss2007/PDF/T07_TR_Chapter1.pdf

  • National Council of Teachers of Mathematics (2000). Principles and standards for school mathematics. National Council of Teachers of Mathematics.

  • Ng, S. F. (2018). Function tasks, input, output, and the predictive rule: How some singapore primary children construct the rule. In C. Kieran (Ed.), Teaching and learning algebraic thinking with 5-to 12-year-olds: The global evolution of an emerging field of research and practice (pp. 167–193). Springer. https://doi.org/10.1007/978-3-319-68351-5_7

  • OECD (2020). Benchmarking the performance of China‘s education system PISA, OECD Publishing. https://doi.org/10.1787/4ab33702-en

  • Pang, J., & Sunwoo, J. (2022). Design of a pattern and correspondence unit to foster functional thinking in an elementary mathematics textbook. ZDM–Mathematics Education, 54, 1315–1331. https://doi.org/10.1007/s11858-022-01411-0

  • Papic, M. M., Mulligan, J. T., & Mitchelmore, M. C. (2011). Assessing the development of preschoolers’ mathematical patterning. Journal for Research in Mathematics Education, 42(3), 237–268. https://doi.org/10.5951/jresematheduc.42.3.0237

    Article  Google Scholar 

  • Park, K., & Leung, K. S. F. (2006). A comparative study of mathematics textbooks of China, England, Japan, Korea, and the United States. In F. K. S. Leung, K. D. Graf & F. J. Lopez-Real (Eds.), Mathematical education in different cultural traditions: A comparative study of East Asia and the West (pp. 227–238). Springer. https://doi.org/10.1007/0-387-29723-5_14

  • Pittalis, M., Pitta-Pantazi, D., & Christou, C. (2020). Young students’ functional thinking modes: The relation between recursive patterning, covariational thinking, and correspondence relations. Journal for Research in Mathematics Education, 51(5), 631–674. https://doi.org/10.5951/jresematheduc-2020-0164

    Article  Google Scholar 

  • Radford, L. (2010). Layers of generality and types of generalization in pattern activities. PNA–Pensamiento Numérico Avanzado, 4(2), 37–62. https://doi.org/10.30827/pna.v4i2.6169

    Article  Google Scholar 

  • Rezat, S., Fan, L., & Pepin, B. (2021). Mathematics textbooks and curriculum resources as instruments for change. ZDM–Mathematics Education, 53(6), 1189–1206. https://doi.org/10.1007/s11858-021-01309-3

    Article  Google Scholar 

  • Saxe, G. B., Shaughnessy, M. M., Gearhart, M., & Haldar, L. C. (2013). Coordinating numeric and linear units: Elementary students’ strategies for locating whole numbers on the number line. Mathematical Thinking and Learning, 15(4), 235–258. https://doi.org/10.1080/10986065.2013.812510

    Article  Google Scholar 

  • Schifter, D. (1999). Reasoning about operations: Early algebraic thinking in grades K–6. In L. V. Stiff & F. R. Curio (Eds.), Developing mathematical reasoning in grades K–12: 1999 yearbook (pp. 62–81). National Council of Teachers of Mathematics.

    Google Scholar 

  • Schmidt, W. H., McKnight, C. C., Valverde, G. A., Houang, R. T., & Wiley, D. E. (1997). Many visions, many aims: A cross-national investigation of curricular intentions in school mathematics (Vol. 1). Kluwer Academic Publishers.

  • Schoenfeld, A. (1995). Report of working group 1. In C. B. Lacampagne, W. Blair & J. J. Kaput (Eds.), The algebra initiative colloquium (Vol. 2, pp. 11–18). U.S. Department of Education, Office of Educational Research and Improvement, National Institute on Student Achievement, Curriculum, and Assessment.

  • Smith, E. (2008). Representational thinking as a framework for introducing functions in the elementary curriculum. In J. J. Kaput, D. W. Carraher, & M. L. Blanton (Eds.), Algebra in the early grades (pp. 133–160). Taylor & Francis Group. https://doi.org/10.4324/9781315097435-6

  • Stacey, K., Chick, H., & Kendal, M. (2004). The future of the teaching and learning of algebra: The 12th ICMI study. Springer. https://doi.org/10.1007/1-4020-8131-6

    Article  Google Scholar 

  • Stephens, A. C., Ellis, A. B., Blanton, M. L., & Brizuela, B. M. (2017). Algebraic thinking in the elementary and middle grades. In J. Cai (Ed.), Compendium for research in mathematics education (pp. 386–420). National Council of Teachers of Mathematics.

    Google Scholar 

  • Stephens, A. C., Fonger, N., Strachota, S., Isler, I., Blanton, M. L., Knuth, E., & Gardiner, A. (2017). A learning progression for elementary students’ functional thinking. Mathematical Thinking and Learning, 19(3), 143–166. https://doi.org/10.1080/10986065.2017.1328636

    Article  Google Scholar 

  • Stigler, J. W., Gonzales, P., Kawanaka, T., Knoll, S., & Serrano, A. (1999). The TIMSS videotape classroom study: Methods and findings from an exploratory research project on eighth-grade mathematics instruction in Germany, Japan, and the United States. National Center for Education Statistics. Retrieved January 4, 2022, from https://files.eric.ed.gov/fulltext/ED431621.pdf

  • Stylianides, G. J. (2009). Reasoning-and-proving in school mathematics textbooks. Mathematical Thinking and Learning, 11(4), 258–288. https://doi.org/10.1080/10986060903253954

    Article  Google Scholar 

  • Sun, X. (2011). “Variation problems” and their roles in the topic of fraction division in Chinese mathematics textbook examples. Educational Studies in Mathematics, 76(1), 65–85. https://doi.org/10.1007/s10649-010-9263-4

    Article  Google Scholar 

  • Syawahid, M., Purwanto, Sukoriyanto, Sulandra, I. M. (2020). Elementary students’ functional thinking: From recursive to correspondence. Journal for the Education of Gifted Young Scientists, 8(3), 1031–1043 https://doi.org/10.17478/jegys.765395

  • Tarr, J., Chávez, Ó., Reys, R., & Reys, B. (2006). From the written to the enacted curricula: The intermediary role of middle school mathematics teachers in shaping students’ opportunity to learn. School Science and Mathematics, 106(4), 191–201. https://doi.org/10.1111/j.1949-8594.2006.tb18075.x

    Article  Google Scholar 

  • Thompson, P. W., & Carlson, M. P. (2017). Variation, covariation, and functions: Foundational ways of thinking mathematically. In J. Cai (Ed.), Compendium for research in mathematics education (pp. 421–456). National Council of Teachers of Mathematics.

    Google Scholar 

  • Törnroos, J. (2005). Mathematics textbooks, opportunity to learn and student achievement. Studies in Educational Evaluation, 31(4), 315–327. https://doi.org/10.1016/j.stueduc.2005.11.005

    Article  Google Scholar 

  • Warren, E., & Cooper, T. (2005). Introducing functional thinking in Year 2: A case study of early algebra teaching. Contemporary Issues in Early Childhood, 6(2), 150–162. https://doi.org/10.2304/ciec.2005.6.2.5

    Article  Google Scholar 

  • Warren, E., & Cooper, T. J. (2008). Patterns that support early algebraic thinking in the elementary school. In C. E. Greenes & R. Rubenstein (Eds.), Algebra and algebraic thinking in school mathematics, 70th yearbook (pp. 113–126). National Council of Teachers of Mathematics.

  • Watanabe, T. (2011). Shiki: A critical foundation for school algebra in Japanese elementary school mathematics. In J. Cai & E. Knuth (Eds.), Early algebraization: A global dialogue from multiple perspectives (pp. 109–124). Springer. https://doi.org/10.1007/978-3-642-17735-4

  • Watson, A., & Ohtani, M. (2015). Task design in mathematics education: An ICMI Study 22. Springer. https://doi.org/10.1007/978-3-319-09629-2

    Article  Google Scholar 

  • Wilkie, K. J. (2016). Students’ use of variables and multiple representations in generalizing functional relationships prior to secondary school. Educational Studies in Mathematics, 93(3), 333–361. https://doi.org/10.1007/s10649-016-9703-x

    Article  Google Scholar 

  • Wilkie, K. J., & Clarke, D. M. (2016). Developing students’ functional thinking in algebra through different visualisations of a growing pattern’s structure. Mathematics Education Research Journal, 28(2), 223–243. https://doi.org/10.1007/s13394-015-0146-y

    Article  Google Scholar 

  • Xu, B. (2013). The development of school mathematics textbooks in China since 1950. ZDM–Mathematics Education, 45(5), 725–736. https://doi.org/10.1007/s11858-013-0538-y

    Article  Google Scholar 

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Acknowledgements

We thank Dr. Dovie Kimmins from Middle Tennessee State for proofreading the manuscript and Dr. Xiaobao Li from Widener University for checking the accuracy of the translation of the function tasks, appreciate Dr. Yiran Ding for drawing Fig. 2, and thank Dr. Dan Zu, Miss Zehua Hou, Miss Bojun Liu, and Mr. Xinqiu Qu for their assistance in coding.

Funding

This study was supported by the Research Program Funds of the Collaborative Innovation Center of Assessment for Basic Education Quality at Beijing Normal University (Grant No. 2022–03-042-BZPK01) and the Entrusted General Education Research Project of the Chinese Society Education in 2021 (Grant No. 2021010301WT2). The opinions expressed do not necessarily reflect the views of the Foundation.

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Appendices

Appendix 1

Table 4

Table 4 Sample function tasks for each category

Appendix 2

Table 5

Table 5 Number of questions in function tasks that offered OTL different modes of FT

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Ding, R., Huang, R. & Deng, X. Multiple pathways for developing functional thinking in elementary mathematics textbooks: a case study in China. Educ Stud Math 114, 223–248 (2023). https://doi.org/10.1007/s10649-023-10237-w

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