Seminar by Dr Helen Johnson and Professor Helen MacGillivray
Queensland University of Technology
The video was recorded at the 2009 International Conference of the Royal Statistical Society and is provided for use under a Creative Commons Attribution Licence.
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Concepts of statistical citizenship, statistical literacy, statistical reasoning and statistical thinking are increasingly influencing educational developments, policy and research. Combinations of research in learning and teaching in statistics, considerations of the nature of statistical enquiry and how statisticians think, and general educational research have contributed to educational development, principles and strategies in statistics teaching in higher education. Previous strategies that were teacher-centred, with theory followed by examples, are supplanted by student-centred, data- and context-driven, experiential learning, with emphasis on concepts and development of statistical thinking. Although opinions differ on the balance of structured and unstructured styles, the strengths of problem-solving approaches, student ownership of contexts, and carefully designed and managed constructs of learning and assessment are widely accepted by statistical educators. Although mathematical models underpin statistical thinking in both data analysis and statistical modelling, the need for greater clarity in distinguishing statistical and mathematical thinking is recognised. This presentation will discuss the development, implementation and evaluation of higher education learning environments that aim to develop sound foundations in statistical thinking in both data and models, with approaches that integrate experiential learning in data, contexts, problem-solving and communication, within learning constructs designed for steady development of concepts, operational knowledge and skills.
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