ITO5005 Educational theories and processes in learning analytics
Faculty of Information Technology
ITO5005 Educational theories and processes in learning analytics is a level 5, 6-credit-point, postgraduate unit from the Faculty of Information Technology. It isn't offered in 2027. It has no prerequisites and unlocks 1 unit.
- Credit points
- 6
- Offered in 2027
- Not offered
- Assessment
- No exam
- 3 tasks
- Workload
- 12 hours
- per semester
Reviews
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Requisites
Before ITO5005
No prerequisites or corequisites.
After ITO5005
1 unit list ITO5005 as a prerequisite or corequisite.
Overview
The unit is dedicated to aspects of the learning sciences and education research in learning analytics. The unit will introduce several theoretical models of human learning and critically appraise their role in the development and evaluation of learning analytics. The unit will explore approaches for informing design and data science practices in learning analytics. The unit will critically appraise different research methods from the learning sciences and educational research that are used for development and evaluation of learning analytics.
Offerings in 2027
The 2027 handbook lists no offerings for ITO5005.
Assessment
- Reading reflectionAssignment15%
- ProposalAssignment35%
- Learning analytics implementation critiqueAttendance50%
Assessment details may change. Please refer to the assessment information in Moodle closer to the start of the teaching period.
Learning outcomes
When you finish this unit, you should be able to:
- 1
Describe and critically discuss educational theories and processes in the use of learning analytics
- 2
Evaluate the design and implementation of learning analytic projects/innovations using educational theories and processes
- 3
Develop and critically appraise strategies for learning analytic implementations using educational theories and processes
Workload and teaching
- Tutorials24 hours
- Teaching approachActive learning
- Teaching approachOnline learning
Minimum total expected workload equals 12 hours per week.
independent learning, discussions, collaborative learning, and feedback & reflections.
Contacts
- Chief Examiners
- Dr Zach Swiecki
- Dr Mladen Rakovic
Common questions
What are the prerequisites for ITO5005?
ITO5005 has no prerequisites.
What can I take after ITO5005?
ITO5005 is a prerequisite or corequisite for 1 unit, including ITO5009.
When is ITO5005 offered?
ITO5005 has no offerings listed in the 2027 handbook.
How much work is ITO5005?
The handbook expects about 12 hours of study across the semester. No students have rated its difficulty yet.
Does ITO5005 have an exam?
No. ITO5005 has 3 assessment tasks and no exam.