![Page 1: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/1.jpg)
Examples of Learning Analytics from the UK, Australia and North America
Dr Doug ClowInstitute of Educational Technology, The Open University, UK
![Page 2: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/2.jpg)
22
(CC) BY – You are free to:
copy, share, adapt, or re-mix;
photograph, film, or broadcast;
blog, live-blog, or post video of
this presentation provided that:You attribute the work to its author and respect the rights andlicences associated with its components.
![Page 3: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/3.jpg)
dashboards
(North America, UK)
![Page 4: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/4.jpg)
School dashboards (Google Images)
• Maybe chop the first slide about this.
4
![Page 5: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/5.jpg)
5
![Page 6: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/6.jpg)
final words
![Page 7: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/7.jpg)
7
![Page 8: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/8.jpg)
cognitive tutors & games
(USA)
![Page 9: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/9.jpg)
• Build a model of knowledge domain
• Cumulative, inter-related
– e.g. you need to know basic arithmetic before you can do algebra
• Set learner tasks to demonstrate each step
9Photo (CC)-BY-NC Aaron Loessberg-Zahl https://www.flickr.com/photos/amlz/8664728590
![Page 10: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/10.jpg)
Refraction
USA
![Page 11: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/11.jpg)
11
![Page 12: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/12.jpg)
12
• University of Washington and Utah State University
• teaching fractions (and other topics)
• discovering optimal learning pathways
• adjusting the learning process individually for each student
• http://centerforgamescience.org/portfolio/refraction/
Refraction (and other games)
![Page 13: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/13.jpg)
13https://www.youtube.com/watch?v=XSWKOuLoitQ
![Page 14: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/14.jpg)
AutoTutor
USA
![Page 15: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/15.jpg)
15
![Page 16: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/16.jpg)
Question The sun pulls on the earth with the force of gravity and causes the earth to move in orbit around the sun. Does the earth pull equally on the sun? Why?
Ideal Answer The force of gravity between earth and sun is an interaction between these two bodies. According to Newton's third law of motion, if one body exerts a force on the other then the other body must exert an equal and opposite force on the first body. Therefore, the sun must experience a force of gravity due to the earth, which is equal in magnitude and opposite in direction to the force of gravity on earth due to the sun.
Expectations 1. The sun exerts a gravitational force on the Earth.
2. The earth exerts a gravitational force on the sun.
3. The two forces are a third-law pair.
4. The magnitudes of the two forces are the same.
AnticipatedMisconceptions
1. Only the larger object exerts a force.
2. The force of earth on sun may be less than that of sun on earth. 16
![Page 17: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/17.jpg)
17
https://www.youtube.com/watch?v=jDNXG09vFqo
![Page 18: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/18.jpg)
dispositions analytics
(UK, Australia)
![Page 19: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/19.jpg)
Dispositions analytics
• Learning dispositions– Resilence
• ‘Learning power’: Effective Lifelong Learning Inventory
• “A framework for a coaching conversation which moves between identity and performance”
• Schools to Graduate schools
19Buckingham Shum and Deakin Crick, 2012 (LAK12)
![Page 20: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/20.jpg)
ELLI Teacher view
20Buckingham Shum and Deakin Crick, 2012 (LAK12)
![Page 21: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/21.jpg)
Enquiry Blogger
21
![Page 22: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/22.jpg)
Enquiry Blogger teacher dashboard
22
![Page 23: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/23.jpg)
finally
![Page 24: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/24.jpg)
24
control
Photo (CC)-BY Andy Roberts https://www.flickr.com/photos/aroberts/3035796
surveillance
![Page 25: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/25.jpg)
25
support
Photo (CC)-BY-NC-SA Drew Bennett https://www.flickr.com/photos/abennett96/2710211041
guidance
![Page 26: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/26.jpg)
“Examples of Learning Analytics from the UK, Australia and North America ” by Doug Clow, Institute of Educational Technology, The Open University, UK, was presented at EMINENT, Zurich, on 12 November 2014.
This work was undertaken as part of the LACE Project, supported by the European Commission Seventh Framework Programme, grant 619424.
These slides are provided under the Creative Commons Attribution Licence: http://creativecommons.org/licenses/by/4.0/. Some images used may have different licence terms.
www.laceproject.eu@laceproject
26
![Page 27: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/27.jpg)
cc licensed ( BY ) flickr photo by David Goehring: http://flickr.com/photos/carbonnyc/33413040/
![Page 28: Learning Analytics Examples from the UK, Australia and North America](https://reader034.vdocuments.us/reader034/viewer/2022052601/5594202e1a28ab5e128b4671/html5/thumbnails/28.jpg)
catnip for
senior
managers
Photo (CC)-BY Dylan Ashe https://www.flickr.com/photos/ackook/3929957511/