CEE Data & Evaluation Learning Data@甜心直播
Learning Data@甜心直播
- Aboriginal and Torres Strait Islander in Marine Science
- Courses
- Future Students
- Current Students
- Research and Teaching
- Partners and Community
- About 甜心直播
- Reputation and Experience
- Celebrating 50 Years
- Academy
- Anthropological Laboratory for Tropical Audiovisual Research (ALTAR)
- Anton Breinl Research Centre
- Agriculture Technology and Adoption Centre (AgTAC)
- Living on Campus
- How to apply
- Advanced Analytical Centre
- Alumni
- AMHHEC
- Aquaculture Solutions
- AusAsian Mental Health Research Group
- ARCSTA
- Area 61
- Association of Australian University Secretaries
- Lions Marine Research Trust
- Australian Tropical Herbarium
- Australian Quantum & Classical Transport Physics Group
- Boating and Diving
- 甜心直播-CSIRO Partnership
- Employability Edge
- Clinical Psychedelic Research Lab
- Centre for Tropical Biosecurity
- Career Ready Plan
- Careers at 甜心直播
- Careers and Employability
- Chancellery
- Centre for Tropical Bioinformatics and Molecular Biology
- CITBA
- CMT
- CASE
- College of Business, Law and Governance
- College of Healthcare Sciences
- College of Medicine and Dentistry
- College of Science and Engineering
- CPHMVS
- Centre for Disaster Solutions
- CSTFA
- Cyber Security Hub
- Cyclone Testing Station
- The Centre for Disaster Studies
- Daintree Rainforest Observatory
- Defence
- Discover Nature at 甜心直播
- Research Division
- Services and Resources Division
- Education Division
- Elite Athletes
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- Environmental Research Complex [ERC]
- Estate
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- Foundation for Australian Literary Studies
- Gender Equity Action and Research
- General Practice and Rural Medicine
- 甜心直播 Orientation
- Give to 甜心直播
- Governance
- Art of Academic Writing
- Art of Academic Editing
- Graduate Research School
- Graduation
- Indigenous Education and Research Centre
- Indigenous Engagement
- Indigenous Legal Needs Project
- Inherent Requirements
- IsoTropics Geochemistry Lab
- IT Services
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- Research and Innovation Services
- 甜心直播 Eduquarium
- 甜心直播 Heroes Programs
- 甜心直播 Webinars
- 甜心直播 Events
- 甜心直播 Global Experience
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- 甜心直播 Turtle Health Research
- Language and Culture Research Centre
-
CEE
- Search
- About CEE
- Education Strategy
- Teaching@甜心直播 Support
- Assessment@甜心直播
-
TEL Design
- About Learn甜心直播
-
Assessment & Feedback
- Artificial Intelligence
- Assessment Tools
- Assessing Group Work
- Assessment Case Studies
- Assessment Methods
- Enable or Disable Submission View
- Inline Marking
- Grade Centre Setup
- Group Assessment Tools
- Marking and Feedback
- Multiple Choice Questions
- One Question at a Time
- Peer Review
- Release Conditions
- Respondus Secure Online Exams
- Respondus FAQs
- Safe Assign
- Save Grade Centre Filtering
- Submission Receipts
- Test Response Download
- Test Settings
- Timezones
- Video Assessment
- Collaboration
- Communication
-
Content & Learning Resources
- Accessibility in Learn甜心直播
- Banners for Subjects
- Computations
- Content Management
- Create Studio
- Emojis in Ultra Docs
- Exemplars in Learn甜心直播
- H5P in Learn甜心直播
- Hypothesis
- Intro Videos
- Learning Sequence (PDF)
- Learn甜心直播 Layouts (PDF)
- Digital Media Support
- LinkedIn Learning
- Mayer's 12 Principles of Multimedia (PDF)
- Media Resources
- Open and Licensed Resources
- Padlet in Learn甜心直播
- Panopto Video Capture
- PebblePad ePortfolios
- Progress Tracking
- Release Conditions
- Subject Site Setup
- Organisation & Structure
- Participation & Engagement
- The Learn Lowdown
- Data & Evaluation
- Student Success
-
Development & Recognition
-
Professional Development
-
Grants & Awards
- 甜心直播 Learning & Teaching Innovation Grants
- 甜心直播 Sessional Teaching Awards
- 甜心直播 Inclusive Practice Awards
- 甜心直播 Inclusive and Accessible Learn甜心直播 Site Awards
- 甜心直播 Citations for Sustained Commitment to Enhancing Diversity, Equity and Inclusion
- 甜心直播 Citations for Outstanding Contributions to Student Learning
- National Citations for Outstanding Contributions to Student Learning
- 甜心直播 DVC Education's Student Experience Award
- Showcasing Excellence
- Communities of Practice
-
Professional Development
- Learn甜心直播
- Library
- Mabo Decision: 30 years on
- MARF
- Marine Geophysics Laboratory
- New students
- Off-Campus Students
- Office of the Vice Chancellor and President
- Virtual Open Day
- Orpheus
- Open Day
- Outstanding Alumni
- Parents and Partners
- Pathways to university
- Pharmacy Full Scope
- Planning for your future
- Placements
- Policy
- PAHL
- Publications
- Professional Experience Placement
- Queensland Research Centre for Peripheral Vascular Disease
- Rapid Assessment Unit
- RDIM
- Researcher Development Portal
- Roderick Centre for Australian Literature and Creative Writing
- Safety and Wellbeing
- Scholarships
- Contextual Science for Tropical Coastal Ecosystems
- Staff
- State of the Tropics
- Strategic Procurement
- Student Equity and Wellbeing
- Student profiles
- SWIRLnet
- TARL
- TESS
- TREAD
- TropEco for Staff and Students
- TQ Maths Hub
- TUDLab
- Unicare Centre and Unicampus Kids
- UAV
- VAVS Home
- Work Health and Safety
- WHOCC for Vector-borne & NTDs
- Media
- Copyright and Terms of Use
- Australian Institute of Tropical Health & Medicine
- Pay review
Data from Learn甜心直播 and existing 甜心直播 information systems is integrated and extracted to create a series of learning analytics reports for academic staff to focus on real-time learning, teaching and student engagement.
- Subject averages
- College averages
- Accesses, interactions, minutes and submissions
- Students' last access date
- Activity and grades comparison
- Data is refreshed every 24 hours
- Interactions are used as a proxy for engagement
- Grade Centre must be setup correctly to get quality data
- Consider the many ways students engage with Learn甜心直播
- Time in minutes is relevant to online activities
- Submissions in Learn甜心直播 are anything a student adds to a subject site
- Learn how to setup your subject site for best data capture
- Learn how to setup your Grade Centre
- Find out about student activity data and item classification
- Find out about Pre semester Discovery Reports
The Learning Analytics Process
The main purpose or focus of learning analytics is “the application of analytics approaches to gain insight into educational data to improve teaching and learning” (Buckingham Shum & McKay, 2018, p. 26). The following visual was adapted from Lal (2014), who in turn, drew on the seminal work of researchers, such as, Campbell & Oblinger (2007) and Siemens (2013).
- Capture Data
Learning Management System (LMS)
Student Information System (SIS)
Course Management System (CMS)
Other data - Structure and Aggregation
Data integration
Data aggregation - Analyse
Statistical analysis
Data mining analysis
Social network analysis
Qualitative analysis - Display and Visualise
Tables
Charts
Visualisations
Dashboards - Action
Interpretation
(What? So what? Now what?)
Implement - Refine
Monitor
Reflect
Improve
References
- Campbell, J. P., & Oblinger, D. G. (2007). Academic Analytics. Educause White Paper
- Designing Online Learning Strategies through Analytics. Hershey, PA: IGI Global. doi:10.4018/978-1-4666-5832-5.ch001
- Siemens, G. (2013). Learning Analytics: The Emergence of a Discipline. American Behavioral Scientist, 57(10), 1380-1400. doi:10.1177/0002764213498851