I am working on a Learning Analytics Program evaluation framework for a doctoral program that takes into account student course interaction behaviors, performance and satisfaction. Behavior information is gathered from LMS and other ed tech tool analytics. Performance data is gathered from student scores. Satisfaction data is gathered from surveys.

This old slide deck was the earliest iteration of this research project: https://www.slideshare.net/rockirussell/d-min-programeval

I was happy to find this dataset provided by Open University that will allow me to play around with anonymized data from outside of my academic context.

Content

This dataset offers two of the elements in the framework: behavior and performance. It contains information about 22 courses, 32,593 students, their assessment results, and logs of their interactions with the VLE represented by daily summaries of student clicks (10,655,280 entries).

A thorough description of this data is provided here: https://analyse.kmi.open.ac.uk/open_dataset#description

Acknowledgements

This dataset is provided by: Kuzilek J., Hlosta M., Zdrahal Z. Open University Learning Analytics dataset Sci. Data 4:170171 doi: 10.1038/sdata.2017.171 (2017).