Sources
The information on this webpage has been informed by the following resources which we provide for additional reading:
- EDUCAUSE: A Framework for Student Success Analytics
- 10 Key Types of Data Analysis Methods and Techniques
- Discrimination in a Sea of Data: Exploring the Ethical Implications of Student Success Analytics
- The Ethical Issues Around Learning Analytics (Podcast)
- Privacy and Ethics: Using Student Data in Learning Analytics (Webinar)
- Data Privacy in Higher Education: Yes, Students Care
- Addressing DEI Issues through Analytics (Podcast)
- 2022 Students and Technology Report: Rebalancing the Student Experience
- Student Data Privacy and Security: A Call for Transparent Practices
- Learning Analytics in Higher Education – Stakeholders, Strategy and Scale
- Student Attitudes toward Learning Analytics in Higher Education:
- “The Fitbit Version of the Learning World”
- Global Guidelines: Ethics in Learning Analytics
- US Department of Education: Protecting Student Privacy
- Edmond Low Library: Student Data Privacy Guidelines
- Unethical Numbers? A Meta-analysis of Library Learning Analytics Studies
- Defining and Measuring Academic Succes
- The Effectiveness of Learning Analytics for Identifying At-Risk Students in Higher Education
- Advising the Whole Student: eAdvising Analytics and the Contextual Suppression of Advisor Values
- Learning Analytics as a Counterpart to Surveys of Student Experience
- "We Called That a Behavior": The Making of Institutional Data