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Weidlich, Joshua; Gaševic, Dragan; Drachsler, Hendrik – Journal of Learning Analytics, 2022
As a research field geared toward understanding and improving learning, Learning Analytics (LA) must be able to provide empirical support for causal claims. However, as a highly applied field, tightly controlled randomized experiments are not always feasible nor desirable. Instead, researchers often rely on observational data, based on which they…
Descriptors: Causal Models, Inferences, Learning Analytics, Comparative Analysis
Noor Maizura Mohamad Noor; Mohamad Jazli Shafizan Jaafar; Rosmayati Mohemad; Noor Azliza Che Mat – International Society for Technology, Education, and Science, 2023
Universities around the globe have begun implementing outcome-based learning (OBE). The curriculum will be revised, evaluated, and the outcomes of the assessments will be reported as part of this OBE implementation. Due to the importance of the evaluation method, several lecturers are searching for innovative approaches for assessing the…
Descriptors: Teaching Methods, Learning Processes, Decision Making, Learning Management Systems
Vigentini, Lorenzo; Swibel, Brad; Hasler, Garth – Journal of Learning Analytics, 2022
While Learning Analytics (LA) have gained momentum in higher education, there are still few examples of application in the school sector. Even fewer cases are reported of systematic, organizational adoption to drive the support of student learning trajectories that includes teachers, pastoral leaders, and academic managers. This paper presents one…
Descriptors: Learning Analytics, Educational Improvement, Secondary School Students, Learning Management Systems
Itow, Rebecca Chiyoko – Information and Learning Sciences, 2020
Purpose: The purpose of this paper is to share lessons learned and tools developed that teachers can use to build pedagogically sound online courses. Transitioning to online instruction is not learning to teach all over again, and it does not have to feel that way either. Through the lens of three common questions new online teachers ask, the…
Descriptors: Educational Change, Online Courses, Teaching Methods, Learning Experience