Competency for Data analytics: Statistical literacy

In addition to skills and understanding of statistical concepts and procedures, various skills and competencies will be necessary to examine data and then make decisions and predictions and to critically evaluate present/future paths or courses of action, Data analytics in schools.

The statistical literacy suggested by Gal (2002) contains in the following two components: 

(a) people’s ability to interpret and critically evaluate statistical information, data-related arguments, or stochastic phenomena, which they may encounter in diverse contexts, and when relevant, 

(b) their ability to discuss or communicate their reactions to such statistical information, such as their understanding of the meaning of the information, their opinions about the implications of this information, or their concerns regarding the acceptability of given conclusions (p. 2-3)” 

This statistical literacy, claimed as ‘a pre-requisite for an informed democracy’ by Ridgway and Nicholson (2017, p. 13), relates more general skills and competencies related to 21st century skills such as communication, collaborations, creativity, critical thinking, digital literacy etc. (e.g. Ananiadou, K. and M. Claro, 2009; Dede, 2010). Ananiadou and Claro (2009) propose the three dimensions as a framework for 21st century skills and competencies, i.e. informationcommunication and ethics and social impact with a strong link to the use of ICT. These competencies are now recognised as essential in order to work industries (Examples from the MET office are here!).

We are currently reviewing existing literature in order to gain insights what teaching approaches can be taken in order to develop various competencies related to Data analytics in schools. and if you have good ideas please let us know!

 

References

Ananiadou, K., & Claro, M. (2009). 21st century skills and competences for new millennium learners in OECD countries. 

Dede, C. (2010). Comparing frameworks for 21st century skills. 21st century skills: Rethinking how students learn20, 51-76. 

Gal, I. (2002). Adults’ statistical literacy: Meanings, components, responsibilities. International statistical review70(1), 1-25. 

Ridgway, J. and Nicholson, J. (2017). Editorial: The Future of Statistical Literacy Is the Future of Statistics, Statistics Education Research Journal, 16(1), 8-14. 

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