The adaptive learning platform that wasn't adopted: A socio-technical case of mechanisms of non-use

Adaptive and personalizing technologies are increasingly integrated into the EdTech sector, promising enhanced and expedited learning outcomes. This article examines the final phase of a project involving 536 students and 8 educators at a nursing education programme who incorporated an adaptive learning platform. The change theory suggested that students would quickly acquire rote skills and generate data to aid targeted instruction. However, participation was lower than expected, with both students and educators facing challenges. Using the social construction of technology (SCOT) framework, we explore the socio-technical mechanisms influencing rejecting and resisting mechanisms of non-use.

Publication Details

Journal
Open Access Journals at Oslo Metropolitan University (Oslo Metropolitan University)
Published
2025-12-17
Primary Topic
Educational Leadership and Innovation
Type
article
Field-Weighted Citation Impact
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article

The adaptive learning platform that wasn't adopted: A socio-technical case of mechanisms of non-use

Open Access Journals at Oslo Metropolitan University (Oslo Metropolitan University)
Educational Leadership and Innovation
article

The adaptive learning platform that wasn't adopted: A socio-technical case of mechanisms of non-use

article en

Abstract

Adaptive and personalizing technologies are increasingly integrated into the EdTech sector, promising enhanced and expedited learning outcomes. This article examines the final phase of a project involving 536 students and 8 educators at a nursing education programme who incorporated an adaptive learning platform. The change theory suggested that students would quickly acquire rote skills and generate data to aid targeted instruction. However, participation was lower than expected, with both students and educators facing challenges. Using the social construction of technology (SCOT) framework, we explore the socio-technical mechanisms influencing rejecting and resisting mechanisms of non-use.

Open Access Journals at Oslo Metropolitan University (Oslo Metropolitan University)
Quality Education
Openalex Percentile: Top 20%
Educational Leadership and Innovation
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