Learning Analytics and Digital Learning

Postgraduate | 2026

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Mode icon
Mode
Mode
Your studies will be on-campus, and may include some online delivery
On campus
area/catalogue icon
Area/Catalogue
EDUC 5023
Course ID icon
Course ID
203581
Campus icon
Campus
Adelaide City Campus
Level of study
Level of study
Postgraduate
Unit value icon
Unit value
6
Course owner
Course owner
Adelaide University
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Course level
5
Work Integrated Learning course
Work Integrated Learning course
No
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Inbound study abroad and exchange
Inbound study abroad and exchange
The fee you pay will depend on the number and type of courses you study.
No
University-wide elective icon
University-wide elective course
No
Single course enrollment
Single course enrolment
No

Course overview

The aim of this course is to critically review the tools and techniques of learning analytics, and design a learning analytics approach for an educational setting. Students will develop a critical understanding of the purpose and application of a range of learning analytics concepts, tools and techniques, including: predictive analytics and data dashboards; social network analysis; video analytics; text analysis, including natural language processing; temporal and sequential data capture and use. In addition, students will develop an appreciation of the ethical dimensions of learning analytics and will be able to synthesise their knowledge of learning analytics to address learning process issues such as self-regulated learning. Further, students will consider the needs of different stakeholders and the challenges associated with learning analytics implementation.

Course learning outcomes

  • Critically review the role of learning analytics in the design, delivery and evaluation of courses
  • Investigate learning analytics processes and consider their utility and value in relation to learning
  • Evaluate the readiness of their own educational setting for learning analytics implementation

Prerequisite(s)

N/A

Corequisite(s)

N/A

Antirequisite(s)

N/A

Assumed knowledge

N/A

Textbook(s)

N/A

Inherent requirements

N/A

Other resources

N/A

Assessment

N/A

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Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information.

The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.