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Incorporating Multiple Technologies Into Teacher Education: A Case of Developing Preservice Teachers’ Understandings in Teaching Statistics With Technology

, Middle Tennessee State University, United States ; , NC State University, United States

CITE Journal Volume 17, Number 4, ISSN 1528-5804 Publisher: Society for Information Technology & Teacher Education, Waynesville, NC USA


The purpose of this paper is to present a multitechnology-enabled lesson used with secondary preservice mathematics teachers to develop their technological pedagogical statistical knowledge. This lesson engages preservice teachers in a statistics lesson aimed at developing their reasoning about the measurement units of data using TinkerPlots and then engages them in reasoning about students’ approaches to the task. A description of the lesson, preservice teachers’ approaches, and how they reasoned about sixth graders’ strategies are included. The authors further discuss the affordances of the specific technologies used in creating the learning opportunities for these preservice teachers and implications for teacher education.


Lovett, J. & Lee, H. (2017). Incorporating Multiple Technologies Into Teacher Education: A Case of Developing Preservice Teachers’ Understandings in Teaching Statistics With Technology. Contemporary Issues in Technology and Teacher Education, 17(4), 440-457. Waynesville, NC USA: Society for Information Technology & Teacher Education. Retrieved March 26, 2019 from .

View References & Citations Map


  1. Association of Mathematics Teacher Educators. (2015). Position of the Association of Mathematics Teacher Educators on technology. Retrieved from Position/amtetechnology
  2. Borko, H., Jacobs, J., Eiteljorg, E., & Pittman, M.E. (2008). Video as a tool for fostering productive discussions in mathematics professional development. Teaching and Teacher Education, 24(2), 417-436.
  3. Chazan, D., & Herbst, P. (2012). Animations of classroom interaction: Expanding the boundaries of video records of practice. Teachers College Record, 114(3), 1-34.
  4. Didis, M.G., Erbas, A.K., Cetinkaya, B., Cakiroglu, E., & Alacaci, C. (2016). Exploring prospective secondary mathematics teachers' interpretation of student thinking through analyzing students' work in modelling. Mathematics Education Research Journal, 28(3), 349-378.
  5. Franklin, C., Bargagliotti, A.E., Case, C.A., Kader, G.D., Schaeffer, R.L., & Spangler, D.A. (2015). The statistical education of teachers. Alexandria, VA: American Statistical Association.
  6. Garfield, J., & Ben-Zvi, D. (2008). Developing students' statistical reasoning: Connecting research and teaching practice. New York, NY: Springer. Contemporary Issues in Technology and Teacher Education, 17(4)
  7. Garofalo, J., Drier, H.S., Harper, S., & Timmerman, M.A. (2000). Promoting appropriate uses of technology in mathematics teacher preparation. Contemporary Issues in Technology and Teacher Education, 1(1). Retrieved from Volume-1/issue-1-00/mathematics/promoting-appropriate-uses-of-technologyinmathematics-teacher-preparation
  8. Grossman, P., Compton, C., Igra, D., Ronfeldt, M., Shanhan, E., & Williamson, P. (2009). Teaching practice: Across-professional perspective. Teachers College Record, 111(9), 2055-2100.
  9. Groth, R.E. (2013). Characterizing key developmental understandings and pedagogically powerful ideas within a statistical knowledge for teaching framework. Mathematical Thinking and Learning, 15(2), 121-145.
  10. Herbst, P., Aaron, W., & Chieu, V.-M. (2013). LessonSketch: An environment for teachers to examine mathematical practice and learn about its standards. In D. Polly (Ed.), Common core mathematics standards and implementing digital technologies (pp. 281-294).
  11. Konold, C., & Miller, C.D. (2011). TinkerPlots: Dynamic data exploration. Emeryville, CA: Key Curriculum Press.
  12. Lampert, M., & Ball, D.L. (1998). Teaching, multimedia, and mathematics: Investigations of real practice. New York, NY: Teachers College Press.
  13. Lee, H.S., & Hollebrands, K.F. (2011). Characterising and developing teachers' knowledge for teaching statistics with technology. In C. Batanero, G. Burrill, & C. Reading (Eds.), Teaching statistics in school mathematics-challenges for teaching and teacher education (pp. 359-369). The Netherlands: Springer.
  14. Lee, H.S., & Nickell, J. (2014, July). How a curriculum may develop technological statistical knowledge: A case of teachers examining relationships among variables using Fathom. In K. Makar, B. De Sousa, & R. Gould (Eds.), Sustainability in statistics education. Proceedings of the Ninth International Conference on Teaching Statistics. Flagstaff, Arizona. Voorburg, The Netherlands: International Statistical Institute.
  15. LeFevre, D. (2004). Designing for teacher learning: Video-based curriculum design. In J. Brophy (Ed.), Using video in teacher education (pp. 235-258). Amsterdam, NE: Elsevier.
  16. Lovett, J.N. (2016). The preparedness of preservice secondary mathematics teachers to teach statistics: Across-institutional mixed methods study. Unpublished doctoral dissertation. North Carolina State University. Raleigh, NC. Contemporary Issues in Technology and Teacher Education, 17(4)
  17. Lovett, J.N., & Lee, H.S. (2016). Making sense of data: Context matters. Mathematics Teaching in the Middle School, 21(6), 338-346.
  18. Madden, S. (2011). Statistically, technologically, and contextually provocative tasks: Supporting teachers' informal inferential reasoning. Mathematical Thinking and Learning, 13(1), 109-131.
  19. Mishra, P., & Koehler, M.J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017-1054.
  20. National Council of Teachers of Mathematics. (2000). Principles and standards for school mathematics. Reston, VA: Author.
  21. Shaughnessy, J.M. (2007). Research on statistics learning and reasoning. In F.K. Lester (Ed.), Second handbook of research on mathematics teaching and learning (pp. 9571009).
  22. Van Es, E.A., & Sherin, M.G. (2008). Mathematics teachers' "learning to notice" in the context of a video club. Teaching and Teacher Education, 24(2), 244-276.
  23. Wilson, P.H., Lee, H.S., & Hollebrands, K.F. (2011). Understanding prospective mathematics teachers' processes for making sense of students' work with technology. Journal for Research in Mathematics Education, 42(1), 39-64.

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