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Supporting Students to Develop Concepts Underlying Sampling and to Shuttle Between Contextual and Statistical Spheres

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The Teaching and Learning of Statistics
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Abstract

To stimulate students’ shuttling between contextual and statistical spheres, we based tasks on professional practices. This article focuses on two tasks to support reasoning about sampling by students aged 16–17. The purpose of the tasks was to find out which smaller sample size would have been sufficient for making reliable inferences. The research question addressed is: How can students be supported to develop concepts underlying sampling and to shuttle between contextual and statistical spheres? Design research was carried out to test whether the tasks had the potential to support students’ concepts underlying sampling and to find indications of what teachers should do to use this potential. Analysis of video recordings indicates that the students showed a balanced development of the concepts underlying sampling. They seemed aware of the purposes of the tasks and were able to apply their statistical knowledge but tended to forget to shuttle back.

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References

  • Ainley, J., Pratt, D., & Hansen, A. (2006). Connecting engagement and focus in pedagogic task design. British Educational Research Journal, 32(1), 23–38.

    Article  Google Scholar 

  • Bakker, A. (2004). Reasoning about shape as a pattern in variability. Statistics Education Research Journal, 3(2), 64–83.

    Google Scholar 

  • Bakker, A., & Derry, J. (2011). Lessons from inferentialism for statistics education. Mathematical Thinking and Learning, 13, 5–26.

    Article  Google Scholar 

  • Dierdorp, A., Bakker, A., Eijkelhof, H. M. C., & van Maanen, J. A. (2011). Authentic practices as contexts for learning to draw inferences beyond correlated data. Mathematical Thinking and Learning, 13, 132–151.

    Article  Google Scholar 

  • Gellish, R. L., Goslin, B. R., Olson, R. E., McDonald, A. R. G., Moud, G., & Virinder, K. (2007). Longitudinal modeling of the relationship between age and maximal heart rate. Medicine and Science in Sports and Exercise, 39, 822–829.

    Article  Google Scholar 

  • Makar, K., & Rubin, A. (2009). A framework for thinking about informal statistical inference. Statistics Education Research Journal, 8(1), 82–105.

    Google Scholar 

  • Pfannkuch, M. (2008, July 6–13). Building sampling concepts for statistical inference: A case study. In Proceedings of the International Congress on Mathematical Education, Monterrey, Mexico.

    Google Scholar 

  • Rubin, A., Bruce, B., & Tenney, Y. (1990). Learning about sampling: Trouble at the core of statistics. In D. Vere-Jones (Ed.), Proceedings of the 3rd International Conference on Teaching Statistics (pp. 314-319). Voorburg, The Netherlands: International Statistics Institute.

    Google Scholar 

  • Shaughnessy, J. M. (2006). Research on students’ understanding of some big concepts in statistics. In G. F. Burrill & P. C. Elliott (Eds.), Thinking and reasoning with data and chance (pp. 87–98). Reston, VA: The National Council of Teachers of Mathematics.

    Google Scholar 

  • Wild, C. J., & Pfannkuch, M. (1999). Statistical thinking in empirical enquiry. International Statistical Review, 67, 223–265.

    Article  Google Scholar 

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Correspondence to Arthur Bakker .

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© 2016 Springer International Publishing Switzerland

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Dierdorp, A., Bakker, A., van Maanen, J., Eijkelhof, H. (2016). Supporting Students to Develop Concepts Underlying Sampling and to Shuttle Between Contextual and Statistical Spheres. In: Ben-Zvi, D., Makar, K. (eds) The Teaching and Learning of Statistics. Springer, Cham. https://doi.org/10.1007/978-3-319-23470-0_4

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  • DOI: https://doi.org/10.1007/978-3-319-23470-0_4

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-23469-4

  • Online ISBN: 978-3-319-23470-0

  • eBook Packages: EducationEducation (R0)

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