ERIC Number: EJ1189414
Record Type: Journal
Publication Date: 2017-Nov
Pages: 19
Abstractor: ERIC
ISBN: N/A
ISSN: EISSN-1570-1824
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Available Date: N/A
Students' Emergent Modelling of Statistical Measures -- A Case Study
Büscher, Christian; Schnell, Susanne
Statistics Education Research Journal, v16 n2 p144-162 Nov 2017
The present study investigates the processes of how German middle school students (age 14) interpret, contrast and evaluate different (informal) statistical measures in order to summarise and compare frequency distributions. To trace the developing insights into the properties of these measures, this paper uses the 'emergent modelling' perspective: measures are understood as models, which can either be used to make sense of a given situation or to reason about the statistical measures themselves, e.g. in terms of when they can be applied adequately. The emergent modelling approach is used (1) as a theoretical framework for describing students' conceptual development, and (2) as a design heuristic for developing a teaching-learning arrangement aiming at developing insights about (frequency) distributions and statistical measures. In the qualitative analysis of a design experiment, two students' emerging contextual and statistical knowledge is identified, revealing the intertwined nature of both types of knowledge. Overall, this paper illustrates the important role the emergent modelling perspective can play for designing as well as describing students' learning pathways in statistics education.
Descriptors: Case Studies, Statistics, Middle School Students, Comparative Analysis, Models, Concept Formation, Heuristics, Teaching Methods, Foreign Countries, Context Effect
International Association for Statistics Education and the International Statistical Institute. PO Box 24070, 2490 AB The Hague, The Netherlands. Tel: +31-70-3375737; Fax: +31-70-3860025; e-mail: isi@cbs.nl; Web site: http://www.stat.auckland.ac.nz/~iase/
Publication Type: Journal Articles; Reports - Research
Education Level: Middle Schools
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Language: English
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Identifiers - Location: Germany
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