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ERIC Number: EJ1215789
Record Type: Journal
Publication Date: 2019
Pages: 18
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1550-1876
EISSN: N/A
Available Date: N/A
A Complete Validated Learning Analytics Framework: Designing Issues from Data Use Perspective
Tlili, Ahmed; Essalmi, Fathi; Jemni, Mohamed; Kinshuk, P.; Chen, Nian-Shing
International Journal of Information and Communication Technology Education, v15 n3 Article 4 p42-59 2019
Advances in technology have given the learning analytics (LA) area further potential to enhance the learning process by using methods and techniques that harness educational data. However, the lack of guidelines on what should be taken into considerations during application of LA hinders its full adoption. Therefore, this article investigates the issues that should be considered during the design of LA experience from the data use perspective. The results obtained present a validated LA framework which is composed of eighteen validated key issues that should be considered by various stake holders in their contexts to enhance designing LA experiences. This framework can also be used by researchers and practitioners to learn more about LA and its designing issues.
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Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: N/A