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Autor/inn/enFinch, Sue; Gordon, Ian
TitelBare Bones, or a Rich Feast? Taking Care with Context in a Data Rich World
QuelleIn: Teaching Statistics: An International Journal for Teachers, 45 (2023) 1, S.4-13 (10 Seiten)
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ZusatzinformationORCID (Finch, Sue)
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN0141-982X
DOI10.1111/test.12322
SchlagwörterStatistics Education; Literacy; Introductory Courses; Statistical Analysis; Statistical Inference; Data Use
AbstractProviding a rich context has become a sine qua non of principled teaching of applied statistical thinking. With increasing opportunities to access secondary data, there should be increasing opportunity to work with rich context. We review the contextual information provided in 41 data sets suitable for introductory tertiary statistics teaching, available in the R "datasets" package, and investigate the source information for four data sets. We find failure to describe and retain important contextual information, including aspects that raise questions about the credibility of the data for statistical inference. The sanitization of data reduces the opportunities for learning meaningful lessons in statistical thinking and the real-world application of statistics. We advocate for teachers and users of such data to be curious about the provenance and context, and for the curators and distributors to examine, where possible, the primary sources, to accurately preserve the context and optimize pedagogical opportunities. (As Provided).
AnmerkungenWiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www.wiley.com/en-us
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2024/1/01
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