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Structure by Design: Reasoning About Covariation with TinkerPlots

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Abstract

What is an appropriate structure for reporting a study of the development of students’ understanding of covariation when using exploratory data analysis software, TinkerPlots Dynamic Data Exploration, following a pragmatist paradigm, and adopting educational design research methodology?

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References

  • van den Akker, J., Gravemeijer, K., McKenney, S., & Nieveen, N. (Eds.). (2006). Introducing educational design research. In Educational design research (pp. 3–7). New York: Routledge.

    Google Scholar 

  • Bannan-Ritland, B. (2003). The role of design in research: The integrative learning design framework. Educational Researcher, 32(1), 21–25.

    Article  Google Scholar 

  • Boaz, A., & Ashby, D. (2003). Fit for purpose? Assessing research quality for evidence based policy and practice. ESRC UK Centre for Evidence Based Policy and Practice: Working Paper 11. Retrieved from https://www.eldis.org/document/A65620.

  • Collins, A., Joseph, D., & Bielaczyc, K. (2004). Design research: Theoretical and methodological issues. The Journal of the Learning Sciences, 13(1), 15–42.

    Article  Google Scholar 

  • Creswell, J. W. (2003). Research design: Qualitative, quantitative, and mixed methods approaches. Thousand Oaks, CA: SAGE Publications.

    Google Scholar 

  • Creswell, J. W. (2013). Qualitative inquiry and research design: Choosing among five approaches (3rd ed.). Thousand Oaks, CA: SAGE Publications.

    Google Scholar 

  • Fitzallen, N. (2006). A model of students’ statistical thinking and reasoning about graphs in an ICT environment. In P. Grootenboer, R. Zevenbergen & M. Chinnappan (Eds.), Identities, cultures and learning spaces. Proceedings of 29th annual conference of the Mathematics Education Research Group of Australasia, Canberra (pp. 203–210). Sydney: MERGA.

    Google Scholar 

  • Fitzallen, N. (2008). Validation of an assessment instrument developed for eliciting student prior learning in graphing and data analysis. In M. Goos, R. Brown, & K. Makar (Eds.), Navigating currents and charting directions. Proceedings of the 31st annual conference of the Mathematics Education Research Group of Australasia, Brisbane, June 28–July 1 (pp. 203–209). Sydney: MERGA.

    Google Scholar 

  • Fitzallen, N. (2012). Interpreting graphs: Students developing an understanding of covariation. In J. Dindyal, L. P. Cheng, & S. F. Ng (Eds.), Mathematics education: Expanding horizons. Proceedings of the 35th annual conference of the Mathematics Education Research Group of Australasia, Singapore, July 2–6 (pp. 290–297). Sydney: MERGA.

    Google Scholar 

  • Fitzallen, N. (2013). Characterising students’ interaction with TinkerPlots. Technology Innovations in Statistics Education, 7(1), Article 2. Retrieved from http://www.escholarship.org/uc/item/1074n1dp.

  • Fitzallen, N. (2016). Interpreting association from graphical displays. In B. White & J. Clarke (Eds.), Opening up mathematics education research. Proceedings of the 39th annual conference of the Mathematics Education Research Group of Australasia, Adelaide, July 3–7 (pp. 220–227). Sydney: MERGA.

    Google Scholar 

  • Fitzallen, N., & Brown, N. (2006). Evaluating data-analysis software: Exploring opportunities for developing statistical thinking and reasoning. In N. Armstrong & C. Sherwood (Eds.), IT’s up here for thinking. Proceedings of the Australian Computers in Education Conference, Cairns, October 2–4, 2006. Retrieved from http://acce.edu.au/conferences/2006/papers/evaluating-data-analysis-software-exploring-opportunities-developing-statist.

  • Fitzallen, N., & Watson, J. (2014). Developing a sequence of learning experiences in statistics. In N. Fitzallen, R. Reaburn, & S. Fan (Eds.), The future of educational research: Perspectives from beginning researchers (pp. 263–278). Rotterdam: Sense Publishers.

    Chapter  Google Scholar 

  • Greenwood, D. J., & Levin, M. (2003). Reconstructing the relationships between universities and society through action research. In N. K. Denzin & Y. S. Lincoln (Eds.), The landscape of qualitative research: Theories and issues (pp. 131–166). Thousand Oaks, CA: SAGE Publications.

    Google Scholar 

  • Johnson, R. B., & Onwuegbuzie, A. J. (2004). Mixed methods research: A research paradigm whose time has come. Educational Researcher, 33(7), 14–26.

    Article  Google Scholar 

  • Kelly, A. E. (2003). Research as design. Educational Researcher, 32(1), 3–5.

    Article  Google Scholar 

  • Konold, C. (2007). Designing a data analysis tool for learners. In M. Lovett & P. Shah (Eds.), Thinking with data (pp. 267–291). New York: Taylor and Francis.

    Google Scholar 

  • Mackenzie, N., & Knipe, S. (2006). Research dilemmas: Paradigms, methods and methodology. Issues in Educational Research, 16(2), 193–205. Retrieved from http://www.iier.org.au/iier16/mackenzie.html.

  • National Research Council [NRC]. (2002). Scientific research in education. In R. J. Shavelson & L. Towne (Eds.), Committee on scientific principles for education research. Washington, DC: National Academy Press. Retrieved from www.nap.edu/catalog/10236.html.

  • Patton, M. Q. (2002). Qualitative research and evaluation methods (3rd ed.). Thousand Oaks, CA: SAGE Publications.

    Google Scholar 

  • Phillips, D. C. (2006). Assessing the quality of design research proposals: Some philosophical perspective. In J. van den Akker, K. Gravemeijer, S. McKenney, & N. Nieveen (Eds.), Educational design research (pp. 93–99). New York: Routledge.

    Google Scholar 

  • Reeves, T. (2006). Design research from a technology perspective. In J. van den Akker, K. Gravemeijer, S. McKenney, & N. Nieveen (Eds.), Educational design research (pp. 52–66). New York: Routledge.

    Google Scholar 

  • Seeto, D., & Herrington, J. (2006). Design-based research and the learning designer. In Proceedings of the 23rd annual ASCILITE conference: Who’s learning? Whose technology? Sydney, December 3, 2006 (pp. 741–745). Retrieved from http://www.ascilite.org/conferences/sydney06/proceeding/pdf_papers/p177.pdf.

  • Shavelson, R. J., Phillips, D. C., Towne, L., & Feuer, M. J. (2003). On the science of education design studies. Educational Researcher, 32(1), 25–28.

    Article  Google Scholar 

  • Tukey, J. W. (1977). Exploratory data analysis. Reading, MA: Addison-Wesley Publishing Company.

    Google Scholar 

  • Watson, J., & Fitzallen, N. (2016). Statistical software and mathematics education: Affordances for learning. In L. D. English & D. Kirshner (Eds.), Handbook of international research in mathematics education (3rd ed., pp. 563–594). New York: Taylor & Francis.

    Google Scholar 

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Fitzallen, N. (2018). Structure by Design: Reasoning About Covariation with TinkerPlots. In: Kember, D., Corbett, M. (eds) Structuring the Thesis. Springer, Singapore. https://doi.org/10.1007/978-981-13-0511-5_9

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  • DOI: https://doi.org/10.1007/978-981-13-0511-5_9

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