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A STEM MOOC for School Children
What Does Learning Analytics Tell us?
Khalil, Mohammad and Ebner, Martin
ICL-2015, Florence, Italy
TUMohdKhalil
MOOCs ??
Image from: https://onlinelearninginsights.files.wordpress.com/2012/03/istock_000019623568xsmall.jpg
Will STEM MOOCs replace classes ?
Image from: http://www.enob.info/typo3temp/pics/0d9c55c373.jpg
Image from http://www.cvjm-frankfurt.de/_bilder/an-schulen_1/an-schulen.jpg
MOOCs
for
School
Children?
• An overlooked topic
• What data tells us?
Image from http://www.cvjm-frankfurt.de/_bilder/an-schulen_1/an-schulen.jpg
MOOCs
for
School
Children?
Mechanics in everyday life
Mechanics in Everyday Life MOOC
Contents:
 10-Weeks course
 46 learning videos
 Forums Discussions
 10 Quizzes with 5 trials each
Tracking Traces
through
Learning Analytics
Image from: https://flic.kr/p/48Udka
What Can Learning Analytics do?
• Students improve their performance
• Predict the student’s grades
• Enhance retention percentages
• Point difficulties in courses models
Participants Background
• 27 School Pupils
• 242 other participants
• 18.5% certification rate of pupils
• 6.8% certf. rate of all participants
Activity Profile
Students Performance
Dropout rate
Certified pupils did more
quiz trials when they don’t
access videos
Consider the MOOC
as playing a game?
Activity Profile
Students Performance
Advanced trials
achieved higher
scores than
previous trials.
Guided learning
was gained through
each trial
Conclusions
• Implement a MOOC within a didactical approach in the classroom
• Expand in-the-class teacher roles in STEM MOOC
• Design shorter MOOCs to increase completion rates1
Ref: Lackner, E., Ebner, M., Khalil, M. “MOOCs as granular systems: design patterns to foster participant activity”. eLearning Papers. 2015.”
Images from: https://flic.kr/p/drXuKn
THANK YOU
Mohammad Khalil
 Mohammad.Khalil@tugraz.at
“A STEM MOOC for School Children – What does Learning Analytics Tell us?”, By
Mohammad Khalil & Martin Ebner, Graz University of Technology, ICL-2015, Florence
Martin Ebner
 Martin.Ebner@tugraz.at

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a STEM MOOC for School Children - What does Learning Analytics Tell us?