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Journal of University Teaching and Learning Practice
Article . 2026 . Peer-reviewed
License: CC BY NC SA
Data sources: Crossref
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Data Analytics Education for Societal Good: Developing Global Competence, Critical Data Literacy, and Critical AI Literacy Using a Purpose-Driven Approach

Authors: Michael Lang;

Data Analytics Education for Societal Good: Developing Global Competence, Critical Data Literacy, and Critical AI Literacy Using a Purpose-Driven Approach

Abstract

This study investigates the integration of purpose-driven learning (PDL) into data analytics education to foster global competence, critical data literacy (CDL), and critical artificial intelligence literacy (CAIL). PDL emphasises intrinsic motivation and aligns educational goals with societal issues, encouraging students to apply their knowledge to real-world challenges. The research engaged 65 undergraduate business students in purpose-driven assignments centred on the UN SDGs. The results indicate that PDL significantly enhanced students’ motivation, engagement, and understanding of global issues. Authentic learning was achieved as students applied technical skills to real-world challenges. The study also demonstrated substantial improvements in CDL and CAIL, empowering students to critically assess data and AI tools within ethical and societal contexts. Furthermore, PDL fostered a sense of global citizenship, equipping students with the skills and purpose needed to address complex global problems

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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