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Liu, Kai; Tatinati, Sivanagaraja; Khong, Andy W. H. – IEEE Transactions on Learning Technologies, 2020
Activity-centric data gather feedback on students' learning to enhance learning effectiveness. The heterogeneity and multigranularity of such data require existing data models to perform complex on-the-fly computation when responding to queries of specific granularity. This, in turn, results in latency. In addition, existing data models are…
Descriptors: Context Effect, Models, Learning Analytics, Data Use
Albiladi, Waheeb S.; Lasater, Kara; Bengtson, Ed – Journal of School Administration Research and Development, 2020
This study examines teachers' and administrators' use of data to inform their practice in one south-central state. Using a qualitative research approach, the study involved 76 educators representing eight school districts. Data were collected using focus groups with teachers and in-depth interviews with school principals. Data were inductively and…
Descriptors: Data Use, Decision Making, Principals, Elementary School Teachers
Amro, Falah; Borup, Jered – Journal of Online Learning Research, 2019
Schools are increasingly adopting adaptive learning software to better customize instruction to students' personal needs. While personalized software is not designed to replace the teacher, it does change teachers' roles and responsibilities. However, research is lacking that examines how teachers implement the software and use the provided data…
Descriptors: Blended Learning, Teacher Role, Barriers, Computer Software