Competency for Data analytics: Statistics education point of view

We defined data analytics in schools as a process of exploring data including big data to understand our world better, to draw conclusionsto make decisions and predictions, and to critically evaluate present/future paths or courses of action.

Then what skills and competencies are necessary for the above process? In a context of the teaching and learning the data analytics in schools, knowledge and understanding of statistical concepts and techniques are perhaps essential. This would include the understanding of fundamental concepts such as frequency, means/mode/median, standards deviations and procedures as well as reading, sorting, clearing data, etc. We also expect a certain degree of fluency in these procedures, which is very important in the learning of mathematics (e.g. Foster, 2017).

Statistical inferences are another important competency. In particular, informal statistical inference defined as “decision-making in relation to a statistical question for a population based on evidence from a sample and acknowledging a degree of uncertainty in that decision” (Watson and English, 2019 p. 36) can become a foundation of formal/advanced statistical inference.

In this SPIDAS project, we are seeking effective teaching approaches which would develop such competencies through investigating data related to weather and climate changes…

 

Reference

Foster, C. (2017). Developing mathematical fluency: comparing exercises and rich tasks. Educational Studies in Mathematics, 1-21. 

Watson, J. and English, L. (2018). Eye color and the practice of statistics in Grade 6: Comparing two groups, Journal of Mathematical Behavior, 49, 35-60. 

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