Toward a competence model of data literacy for middle and secondary school

К формированию компетентностной модели дата-грамотности для средней и старшей школы

Deryabin, Andrey (Дерябин, Андрей) () and Popov, Alexander (Попов, Александр) ()
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Deryabin, Andrey (Дерябин, Андрей): The Russian Presidential Academy of National Economy and Public Administration
Popov, Alexander (Попов, Александр): The Russian Presidential Academy of National Economy and Public Administration

Working Papers from Russian Presidential Academy of National Economy and Public Administration

Abstract: The study examines the practices of teaching data literacy for adolescents. The intersections of data literacy with statistical literacy, quantitative thinking, computational skills, and Data Science are explored. A competence model for data literacy is introduced with key competency clusters – technical, scientific, and social – aligned with the components of a scientific practice and data mining research cycle. The conclusions underscore the importance of students engaging in the exploration and modeling of socio-humanitarian data as part of their learning process. This content, firstly, aligns most closely with the sociocognitive specificity of the age, secondly, it lays the foundations for students’ interdisciplinary understanding of contemporary phenomena, which is in demand across a wide range of professions. Future directions encompass refining the data literacy model, creating methodological resources for developing data literacy within education systems, and providing pedagogical guidance and materials for educators adopting data literacy techniques.

Keywords: data literacy; curriculum; data science; data science; machine learning; socio-humanitarian knowledge; educational programs; competency-based approach to learning (search for similar items in EconPapers)
Pages: 33 pages
Date: 2023-09-11
New Economics Papers: this item is included in nep-ure
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