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ERIC Number: EJ1472249
Record Type: Journal
Publication Date: 2025-Jun
Pages: 19
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-2211-1662
EISSN: EISSN-2211-1670
Available Date: 2025-05-05
Elementary and Secondary School Teachers' Perceptions of Learning Analytics: A Qualitative Approach
Technology, Knowledge and Learning, v30 n2 p601-619 2025
This study focuses on learning analytics from the perspective of elementary and secondary classroom teachers (grades one to nine). The aim is to explore teachers' perceptions about the use of learning analytics, the challenges and opportunities associated with the tools, and the future of the analytics. The research is based on qualitative data: open-ended responses from 144 teachers. Analysis was conducted using qualitative content analysis and latent class analysis. The results highlight the prominent role of simple drill and practice applications with dashboards and differing teacher perceptions of analytics. Learning analytics helps teachers better understand class learning activities, focus their attention and attain professional development goals. Challenges discussed include the need for new skill development, increased workloads and pedagogical limitations of the current technology. The study shows the necessity for more versatile learning analytic tools with diverse pedagogical practices. It also demonstrates that teachers' skills must be enhanced to use analytics for pedagogically sound actions.
Springer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link-springer-com.bibliotheek.ehb.be/
Publication Type: Journal Articles; Reports - Research
Education Level: Elementary Education; Secondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Finland
Grant or Contract Numbers: N/A
Author Affiliations: 1University of Eastern Finland, Faculty of Philosophy, School of Applied Educational Science and Teacher Education, Joensuu, Finland; 2University of Eastern Finland, Facuty of Science, Forestry and Technology, School of Computing, Joensuu, Finland