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Distance Training of Mathematics Teachers: The EarlyStatistics Experience

Formación a distancia para profesores de matemáticas: la experiencia de EarlyStatistics


The affordances offered by modern Internet technologies provide new opportunities for the pre-service and in-service training of mathematics teachers, making it possible to overcome the restrictions of shrinking resources and geographical locations, and to offer, in a cost-effective and non-disruptive way, high-quality learning experiences to geographically dispersed teachers. This article focuses on how information and communication tools made available online could be exploited effectively to help improve the quality and efficiency of teacher training in statistics education. First, it describes the main pedagogical issues and challenges underlying distance education in general, and online teacher training in particular. Then, it provides an overview of EarlyStatistics, an online professional development course in statistics education targeting European elementary and middle school teachers, and the main lessons learned from the pilot delivery of it. The article concludes with some instructional implications.


Las potencialidades que ofrecen las modernas tecnologías de internet brindan nuevas oportunidades a la formación inicial y permanente del profesorado de matemáticas, que permiten superar las limitaciones impuestas por recursos cada vez más escasos y por la ubicación geográfica, y que para este colectivo geográficamente disperso significan el acceso a un aprendizaje de calidad, económico y compatible con el resto de actividades. Este artículo se centra en cómo aprovechar eficazmente las herramientas de comunicación e información disponibles en línea para mejorar la calidad y la eficiencia de la formación del profesorado en la educación de estadística. En primer lugar, describimos los principales problemas y retos pedagógicos de la educación a distancia en general, y de la formación de profesorado en línea en particular. A continuación, ofrecemos una visión general de EarlyStatistics, un curso virtual de desarrollo profesional para la educación estadística dirigido al profesorado de educación primaria y primeros cursos de secundaria (de 6 a 14 años), y las principales conclusiones derivadas de la edición piloto del curso. Concluyen el artículo algunas sugerencias educativas.


  1. CADY, J.; REARDEN, K. (2009). “Delivering online professional development in mathematics to rural educators”. Journal of Technology and Teacher Education. Vol. 17, pages 281–298.

    Google Scholar 

  2. CHADJIPADELIS, T.; ANDREADIS, I. (2008). EarlyStatistics Evaluation Report [internal document]. Project: 226573-CP-1-2005.

  3. DEDE, C. [et al.]. (2006). Research Agenda for Online Teacher Professional Development. Cambridge, MA: Harvard Graduate School of Education.

    Google Scholar 

  4. DUTTON, J.; DUTTON, M. (2005). “Characteristics and performance of students in an online section of business statistics”. Journal of Statistics Education. Vol. 13, No 3.

  5. ESPINEL, C.; BRUNO, A.; PLASENCIA, I. (2008). “Statistical graphs in the training of teachers”. In: C. Batanero; G. Burrill; R. Reading; A. Rossman. (2008). Proceedings of the Joint ICMI/IASE Study Teaching Statistics in School Mathematics. Challenges for Teaching and Teacher Education. [CD-ROM]. Monterrey, Mexico: ICMI & IASE.

    Google Scholar 

  6. EVANS, S. R. [et al.]. (2007). “Evaluation of Distance Learning in an Introduction to Biostatistics Course” Statistical Education Research Journal. Vol. 6, No 2, pages 59–77.

    Google Scholar 

  7. EVERSON, M. G.; GARFIELD, J. (2008). “An innovative approach to teaching online statistics courses” [online document]. Technology Innovations in Statistics Education. Vol. 2, No 1. [Accessed: 30 July 2011]. <>

  8. FRANKLIN, C. A. [et al.]. (2007). Guidelines for Assessment and Instruction in Statistics Education (GAISE) report: A pre-K-12 Curriculum Framework. Alexandria, VA: American Statistical Association.

    Google Scholar 

  9. GINSBERG, M. B. (2003). Motivation matters: A workbook for school change. San Francisco: Jossey-Bass.

    Google Scholar 

  10. GORDON, S.; PETOCZ, P.; REID, A. (2007). “Tools, artefacts, resources and pedagogy — stories of international statistics educators” [online document]. In: P. L. Jeffery (comp.). Australian Association for Research in Education 2006 Conference Papers. AARE. [Accessed: 30 July 2011]. <>

  11. GOULD, R.; PECK, R. (2005). “Inspiring Secondary Statistics” [online document]. MSOR Connections. Vol. 5, No 3. [Accessed: 30 July 2011]. <>

  12. HEUER, B. P.; KING, K. P. (2004). “Leading the Band: The Role of the Instructor in Online Learning for Educators” [online document]. The Journal of Interactive Online Learning. Vol. 3, No 1. [Accessed: 30 July 2011]. <>

  13. JOUBERT, M.; SURTHERLAND, R. (2009). A perspective on the literature: CPD for teachers of mathematics. University of Bristol: National Centre for Excellence in Teaching Mathematics.

  14. KLING, R.; COURTRIGHT, C. (2003). “Group Behavior and Learning in Electronic Forums: A Sociotechnical Approach”. Information Society. Vol. 19, pages 221–235.

    Article  Google Scholar 

  15. MCGRAW, R.; LYNCH, K.; KOC, Y. (2007). “The multimedia case as a tool for professional development: An analysis of online and face-to-face interaction among mathematics pre-service teachers, inservice teachers, mathematicians, and mathematics teacher educators”. Journal of Mathematics Teacher Education. Vol. 10, No 2, pages 95–121.

    Article  Google Scholar 

  16. MELETIOU-MAVROTHERIS, M. (2011). “Online Communities of Practice as Vehicles for Teacher Professional Development”. In: A. Juan; M. A. Huertas; S. Trenholm; C. Steegmann (eds). Teaching Mathematics Online: Emergent Technologies and Methodologies. IGI Global. Pages 142–166.

  17. MELETIOU-MAVROTHERIS, M.; SERRADÓ, A. (2011). “Distance Education of Statistics Teachers”. In: C. Batanero; G. Burrill; C. Reading (eds). Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education: A Joint ICMI/IASE Study: The 18th ICMI Study. DOI 10.1007/978-94-007-1131-0_36. Springer Dordrecht Heidelberg London New York. Pages 383–394.

    Google Scholar 

  18. RIVERIN S.; STACEY, E. (2007). “The Evolution of an Online Community — A Case Study” Research and Practice in Technology Enhanced Learning. Vol. 2, No 3, pages 267–297.

    Article  Google Scholar 

  19. ROURKE, L.; KANUKA, H. (2007). “Barriers to Online Critical Discourse”. International Journal of Computer-Supported Collaborative Learning. Vol. 2, No 1, pages 105–126.

    Article  Google Scholar 

  20. TUDOR, G. (2006). “Teaching Introductory Statistics Online — Satisfying the Students”. Journal of Statistics Education. Vol. 14, No 1.

  21. VERMEIRE, L.; CARBONEZ, A.; DARIUS, P.; FRESEN, J. (2002). “Just-in-time Network Based Statistical Learning: Tools Development and Implementation”. In: B. Phillips (ed.), Proceedings of the Sixth International Conference on Teaching Statistics (ICOTS6). Cape Town, South Africa: IASE.

    Google Scholar 

  22. WATSON, J. M.; NATHAN, E. L. (2010). “Biased Sampling and PCK: The Case of the Marijuana Problem”. In: L. Sparrow; B. Kissane; C. Hurst (eds). Shaping the future of mathematics education: Proceedings of the 33rd Annual Conference of the Mathematics Education Research Group of Australasia. Fremantle: MERGA.

    Google Scholar 

  23. ZHAO, Y.; ROP, S. (2001). A critical review of the literature on electronic networks as reflective discourse communities for inservice teachers [online document]. [Accessed: 30 July 2011]. <>

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Correspondence to Maria Meletiou-Mavrotheris.

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Meletiou-Mavrotheris, M., Serradó Bayés, A. Distance Training of Mathematics Teachers: The EarlyStatistics Experience. Revista de Universidad y Sociedad del Conocimiento 9, 340–353 (2012).

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  • statistics education
  • e-learning
  • blended learning
  • teacher training

Palabras clave

  • enseñanza de estadística
  • aprendizaje virtual
  • aprendizaje mixto formación del profesorado