Ethical and legal objections to learning analytics are barriers to development of the field, thus potentially denying students the benefits of predictive analytics and adaptive learning. Jisc, a charitable organization that champions the use of digital technologies in UK education and research, has attempted to address this with the development of…

The Collegiate Learning Assessment (CLA) is a measure of how much students' critical thinking improves after attending college or university. This report illustrates how institutions can set their own standards on the CLA using a method that is appropriate for the CLA's unique characteristics. The authors examined evidence of reliability and…