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ERIC Number: EJ1483349
Record Type: Journal
Publication Date: 2025
Pages: 17
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: EISSN-1929-7750
Available Date: 0000-00-00
Primary School Teacher Perspectives on Effective Dashboard Use in the Classroom: Skills, Knowledge, and Contextual Conditions
Journal of Learning Analytics, v12 n2 p279-292 2025
Adaptive learning technologies (ALTs) provide teachers with student data in teacher dashboards (TDs). However, there is substantial variation in dashboard use among teachers, and many find it difficult to draw conclusions based on student data. Teachers' skills, knowledge, and contextual conditions are believed to be essential in effective dashboard use. In this study, 26 primary school teachers using dashboards daily were interviewed about their perspectives on the skills, knowledge, and contextual conditions needed to facilitate dashboard use. Results indicated that teachers require a combination of skills, knowledge, and contextual conditions to make well-informed decisions while using a dashboard, emphasizing data literacy skills and pedagogical knowledge. In addition, teachers addressed other competencies, such as skills and knowledge related to the ALT curriculum and general computer proficiency. Also, contextual conditions at the school and technology level were found to be necessary. Based on these results, we propose various factors to explain teacher dashboard use.
Society for Learning Analytics Research. 121 Pointe Marsan, Beaumont, AB T4X 0A2, Canada. Tel: +61-429-920-838; e-mail: info@solaresearch.org; Web site: https://learning-analytics.info/index.php/JLA/index
Publication Type: Journal Articles; Reports - Research; Tests/Questionnaires
Education Level: Elementary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: N/A