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Challenge and Potential of
Fine Grain, Cross-Institutional Learning Data
what is scale?
Alan Dix
Talis & University of Birmingham
http://alandix.com/academic/papers/LS2016/
what is scale?
Seminar – 10s of students
Lecture – 100s of students
MOOC – 10,000s of students
… but …
1 0 0 million
new tertiary students
every year
face to face learning …
growth … total tertiary students
2010 – 180 million
2025 – 260 million
40%
face to face
learning
is @ scale

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What is Scale?