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A statistical literacy hierarchy for interpreting educational system data
Citation
Pierce, R and Chick, H and Watson, J and Les, M and Dalton, M, A statistical literacy hierarchy for interpreting educational system data, Australian Journal of Education, 58, (2) pp. 195-217. ISSN 2050-5884 (2014) [Refereed Article]
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Copyright Statement
Copyright 2014 Sage Publications Ltd.
DOI: doi:10.1177/0004944114530067
Abstract
As a result of the growing use of state and national testing of literacy and numeracy among school students, there are increasing demands for teachers to interpret assessment data. In light of this, there is a need to provide benchmarks or a framework that identifies critical aspects of teachers’ understanding that are needed to interpret data effectively. In this study, 24 items from the Attitudes and Statistical Literacy Instrument are used with 704 teachers to provide a hierarchical scale of teacher ability to interpret these assessment data. Using an item response theory model for partial credit scoring, three levels of ability are identified, related to reading values, comparing values, and analyzing a data set as a single entity. Teacher ability is then compared across various demographic variables, such as number of years of teaching, main teaching grade levels, previous professional learning experience, last time statistics was studied, and gender. Implications are drawn for professional learning for teachers and for further research.
Item Details
Item Type: | Refereed Article |
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Keywords: | statistical literacy, teacher knowledge, national testing, interpreting school data |
Research Division: | Education |
Research Group: | Education systems |
Research Field: | Teacher education and professional development of educators |
Objective Division: | Education and Training |
Objective Group: | Teaching and curriculum |
Objective Field: | Teacher and instructor development |
UTAS Author: | Chick, H (Associate Professor Helen Chick) |
UTAS Author: | Watson, J (Professor Jane Watson) |
ID Code: | 91237 |
Year Published: | 2014 |
Funding Support: | Australian Research Council (LP100100388) |
Web of Science® Times Cited: | 11 |
Deposited By: | Education |
Deposited On: | 2014-05-13 |
Last Modified: | 2018-04-05 |
Downloads: | 1 View Download Statistics |
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