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- W4386103660 abstract "This chapter reports on a research project using learning analytics and big data to establish the correlation between usage of the library and its resources at the Bindura University of Science Education (BUSE) in Zimbabwe and the academic grade gained by students undertaking block release programmes, which involved attending campus in back-to-back blocks of time, while also learning online when not on campus. Data was collected from usage statistics of library services from the library management system, proxy log files and online interaction of learners with the library on various social networks. The data was integrated into a data warehouse and a single dataset generated for analysis. Data analysis was conducted through machine learning technologies using decision trees for the classification and analysis of the data. The findings showed a weak correlation between usage of library resources and academic achievement for the block release students. Block release students used physical resources more frequently than the electronic resources. It is suggested that learning analytics should include all data generated by learners at their institutions and that libraries should be more visible in the support of teaching and learning." @default.
- W4386103660 created "2023-08-24" @default.
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- W4386103660 date "2023-07-10" @default.
- W4386103660 modified "2023-09-23" @default.
- W4386103660 title "8 The Impact of Library Resources on Block Release Students’ Academic Achievement in Zimbabwe" @default.
- W4386103660 doi "https://doi.org/10.1515/9783110772753-010" @default.
- W4386103660 hasPublicationYear "2023" @default.
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