2022 journal article
INVESTIGATING DATA LIKE A DATA SCIENTIST: KEY PRACTICES AND PROCESSES
STATISTICS EDUCATION RESEARCH JOURNAL, 21(2), 3.
Contributors: H. Lee n
TL;DR:
The practices and dispositions needed to support data investigation processes are explained and a glimpse of how the framework can be used to move the discipline of data science education forward is offered.
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iase-web.org (publisher PDF)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: ORCID
Added: December 19, 2022
With a call for schools to infuse data across the curriculum, many are creating curricula and examining students’ thinking in data-intensive problems. As the discipline of statistics education broadens to data science education, there is a need to examine how practices in data science can inform work in K-12. We synthesize literature about statistics investigation processes, data science as a field and practices of data scientists. Further, we provide results from an ethnographic and interview study of the work of data scientists. Together, these inform a new framework to support data investigation processes. We explicate the practices and dispositions needed and offer a glimpse of how the framework can be used to move the discipline of data science education forward.