Abstract
Using real data in statistics education provides significant benefits for both teachers and students. In this chapter, considerations faced by teachers when using real data are explored with regard to student engagement and learning, as well as potential pedagogical issues. To address these issues, suggestions for obtaining and using real data are offered, as is the description of a successful example of a primary data collection project – Census at School. The chapter concludes by considering the use of real data in the training of teachers, and extends the example of Census at School to explore Canadian professional development workshops for elementary teachers.
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References
Batanero, C., Burrill, G., Reading, C., & Rossman, A. (Eds.). (2008). Joint ICMI/IASE Study: Teaching Statistics in School Mathematics – Challenges for Teaching and Teacher Education. Proceedings of the ICMI Study 18 and 2008 IASE Round Table Conference. Monterrey, Mexico: International Commission on Mathematical Instruction and International Association for Statistical Education. Online: www.stat.auckland.ac.nz/~iase/publications
Begg, A., & Edwards, R. (1999). Teachers’ ideas about teaching statistics. Paper presented at the Joint Conference of the Australian Association for Research in Education and the New Zealand Association for Research in Education. Melbourne, Australia. Online: www.aare.edu.au/99pap/
Bingham, A. D. (2010). Student attitudes toward real-world projects in an introductory statistics course. In C. Reading (Ed.), Proceedings of the Eighth International Conference on Teaching Statistics. Ljubljana, Slovenia: International Statistical Institute and International Association for Statistical Education. Online: www.stat.auckland.ac.nz/~iase/publications
Campos, C. R., Wodewotzki, M. L. L., Jacobini, O. R., & Lombardo, D. F. (2010). Statistics education in the context of the critical education: Teaching projects. In C. Reading (Ed.), Proceedings of the Eighth International Conference on Teaching Statistics. Ljubljana, Slovenia: International Statistical Institute and International Association for Statistical Education. Online: www.stat.auckland.ac.nz/~iase/publications
Catley, A. (2007). Statistical fun. Mathematics Teaching Incorporating Micromath, 201, 19–22.
Chick, H. L., & Pierce, R. U. (2008). Teaching statistics at the primary school level: Beliefs, affordances, and pedagogical content knowledge. In C. Batanero, G. Burrill, C. Reading, & A. Rossman (2008).
Cobb, G. W., & Moore, D. S. (1997). Mathematics, statistics, and teaching. The American Mathematical Monthly, 104(9), 801–823.
Connor, D. (2002). CensusAtSchool 2000: Creation to collation to classroom. In B. Phillips (Ed.), Proceedings of Sixth International Conference on Teaching of Statistics. Cape Town, South Africa: International Statistical Institute and International Association for Statistical Education. Online: www.stat.auckland.ac.nz/~iase/publications
Connor, D., Davies, N., & Holmes, P. (2006). Using real data and technology to develop statistical thinking. In G. Burrill (Ed.), Thinking and reasoning with data and chance: 2006 NCTM Yearbook (pp. 185–194). Reston, VA: National Council of Teachers of Mathematics.
Franklin, C. (2000, October). Are our teachers prepared to provide instruction in statistics at the K-12 levels? Mathematics Education Dialogues, 10. Online: www.nctm.org/resources/content.aspx?id=1776
Giambalvo, O., & Gattuso, L. (2008). Teachers training in a realistic context. In C. Batanero, G. Burrill, C. Reading, & A. Rossman (2008).
Hall, J. (2008). Using Census at School and TinkerPlots™ to support Ontario elementary teachers’ statistics teaching and learning. In C. Batanero, G. Burrill, C. Reading, & A. Rossman (2008).
Konold, C., & Miller, C. D. (2005). TinkerPlots: Dynamic data exploration. Emeryville, CA: Key Curriculum Press.
Lajoie, S., & Romberg, T. (1998). Identifying an agenda for statistics instruction and assessment in K-12. In S. Lajoie (Ed.), Reflections on statistics: Learning, teaching, and assessment in Grades K-12 (pp. xi–xxi). Mahwah, NJ: Lawrence Erlbaum
Lesser, L. (2007). Critical values and transforming data: Teaching statistics with social justice. Journal of Statistics Education, 15(1), 1–21. Online: www.amstat.org/publications/JSE/
Makar, K., & Confrey, J. (2003). Clumps, chunks, and spread out: Secondary preservice teachers’ reasoning about variation. In C. Lee (Ed.), Proceedings of the Third International Research Forum on Statistical Reasoning, Thinking and Literacy [CD-ROM]. Mount Carmel, MI: Eastern Michigan University.
Makar, K., & Confrey, J. (2004). Modeling fairness in student achievement in mathematics using statistical software by preservice secondary teachers. In H. W. Henn & W. Blum (Eds.), ICMI Study 14: Applications and modelling in mathematics education (Pre-conference volume) (pp. 175–180). Dortmund, Germany: Universität Dortmund.
Makar, K., & Confrey, J. (2007). Moving the context of modelling to the forefront: Preservice teachers’ investigations of equity in testing. In W. Blum, P. L. Galbraith, H. W. Henn, & M. Niss (Eds.), Modelling and applications in mathematics education: The 14th ICMI study (pp. 485–490). New York: Springer.
McNab, S. L., Moss, J., Woodruff, E., & Nason, R. A. (2006). “We were nicer, but we weren’t fairer!” Mathematical modeling exploring “fairness” in data management. In G. Burrill (Ed.), Thinking and reasoning with data and chance: 2006 NCTM Yearbook (pp. 171–184). Reston, VA: National Council of Teachers of Mathematics.
Meletiou-Mavrotheris, M., Paparistodemou, E., & Stylianou, D. (2009). Enhancing statistics instruction in elementary schools: Integrating technology in professional development. The Montana Mathematics Enthusiast, 6(1 & 2), 57–78.
Meletiou-Mavrotheris, M., & Stylianou, D. (2003). On the formalist view of mathematics: Impact on statistics instruction and learning. In A. Mariotti (Ed.), Proceedings of the Third Conference of the European Society for Research in Mathematics Education. Bellaria, Italy: ERME. Online: www.dm.unipi.it/~didattica/CERME3/proceedings/
National Council of Teachers of Mathematics. (1989). Curriculum and evaluation standards for school mathematics. Reston, VA: Author.
Nicholson, J., Ridgway, J., & McCusker, S. (2006). Reasoning with data – time for a rethink? Teaching Statistics, 28(1), 2–9.
Ridgway, J., Nicholson, J., & McCusker, S. (2007). Teaching statistics – despite its applications. Teaching Statistics, 29(2), 44–48.
Shaughnessy, J. M. (2007). Research on statistics learning and reasoning. In F. Lester (Ed.), Second handbook of research on mathematics teaching and learning (pp. 957–1010). Greenwich, CT: Information Age Publishing and National Council of Teachers of Mathematics.
Shulman, L. S. (1986). Those who understand: Knowledge growth in teaching. Educational Researcher, 15(2), 4–14.
Stoddart, T., Connell, M., Stofflett, R., & Peck, D. (1993). Reconstructing elementary teacher candidates’ understanding of mathematics and science content. Teaching and Teacher Education, 9(3), 229–241.
Turner, C. (2006). Height, foot length and threat to woodland: Positive learning from pupil relevant data. Teaching Statistics, 28(1), 22–25.
Visnovska, J., & Cobb, P. (2010). Supporting shifts in teachers’ views and uses of problem contexts in teaching statistics. In C. Reading (Ed.), Proceedings of the Eighth International Conference on Teaching Statistics. Ljubljana, Slovenia: International Statistical Institute and International Association for Statistical Education. Online: www.stat.auckland.ac.nz/~iase/publications
Watkins, A., Scheaffer, R., & Cobb, G. (2004). Statistics in action: Understanding a world of data. Emeryville, CA: Key Curriculum Press.
Wild, C., & Pfannkuch, M. (1999). Statistical thinking in empirical inquiry. International Statistical Review, 67(3), 223–265.
Wong, I. (2006). Using CensusAtSchool data to motivate students. Australian Mathematics Teacher, 62(1), 38–40.
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Hall, J. (2011). Engaging Teachers and Students with Real Data: Benefits and Challenges. In: Batanero, C., Burrill, G., Reading, C. (eds) Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education. New ICMI Study Series, vol 14. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-1131-0_32
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DOI: https://doi.org/10.1007/978-94-007-1131-0_32
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