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Centering Student Voice in Developing Learning Analytics and Artificial Intelligence-Imbedded Supports. The AIR Professional File, Fall 2023. Article 162

Authors :
American Institutes for Research (AIR)
Emily Oakes
Yih Tsao
Victor Borden
Source :
Association for Institutional Research. 2023.
Publication Year :
2023

Abstract

Accelerating advancements in learning analytics and artificial intelligence (AI) offers unprecedented opportunities for improving educational experiences. Without including students' perspectives, however, there is a potential for these advancements to inadvertently marginalize or harm the very individuals these technologies aim to support. This article underscores the risks associated with sidelining student voices in decision-making processes related to their data usage. By grounding data use within a social justice framework, we advocate for a more equitable and holistic approach. Drawing on previous research as well as insights we have gathered from a student panel, we outline effective methods to integrate student voices. We conclude by emphasizing the long-term implications for the institutional research field, arguing for a shift toward more inclusive and student-centric practices in the realm of learning analytics and AI-embedded supports.

Details

Language :
English
ISSN :
2155-7535
Database :
ERIC
Journal :
Association for Institutional Research
Publication Type :
Report
Accession number :
ED656077
Document Type :
Reports - Evaluative