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THE IMPACT OF 30
TU DELFT MOOCS
Willem van Valkenburg
Manager Production & Delivery TU Delft Extension School
Board Member Open Education Consortium Unless otherwise indicated, this presentation is licensed CC-BY 4.0
2
Educate the world &
improve the quality of education
Deliver High Quality Open & Online
Education to the World
Find (new) revenue
models
Offer a comprehensive
portfolio of courses
Deliver out-standing
learning experiences
Improve
Education
Improve campus
education
Conduct relevant
research
in the field of O2E
Innovate
in Education
Improve the quality of
online courses
Grow
Academic Output
Attract talent to the
University
Improve reputation and
visibility
Start or join new
learning & research
networks
3
Blended Education
OpenCourseWare
PRODUCTS
MOOCs ProfEds Online Courses
• Learning Activities &
Course Materials
• Free
• Enrolled students only,
massive numbers
• Bachelor level
• Certificate of
Completion
• Course Materials
• Free
• Big Exposure,
Worldwide audience
• Both Bachelor and
Master level
• No interaction with
faculty
• No accredited
certificate
• Learning Activities &
Course Materials
• Paid enrollment
• Enrolled students only,
limited numbers
• Accredited Course
Certificate
• Full Master Degree
• Learning Activities &
Course Materials
• Paid enrollment
• Enrolled students only,
moderate numbers
• Course Certificate
• Continuous Education
Units
43
MOOCs
30
Professional
Education
970.000
enrolments
MOOCs
800
enrolments
ProfEds
27
Online
Courses
180
OCW
courses
23
blended
projects
180
enrolments
Online Courses
1.400 visits
OCW per
day
9 Open
Education
Awards
4 Wharton
Award
nominations
2 other
Award
Results
6
CC BY-NC K W Reinsch
7
IMPACT ON..
1. Educating the world
2. Increasing TU Delft’s international Reputation
3. Improving campus education
4. New relations between education and research
5. Collaboration with industry
6. The whole TU Delft organization
8
1. Educate the World
56,809
19,602
25,988
29,179
20,534
28,564
32,42433,519
38,029
10,328
14,995
34,017
27,186
13,503
10,543 9,606 10,725
6,705
10,824
4,187 6,233
30,067
15,757
24,787
24,552
6,967
17,541
32,681
29,868
13,014
9,880
22,621
10,891
8,221
3,173
8,174
10,958
6,782 7,593 6,793 6,776 4,639 4,080 1,972
11,726
141
3,141
3,462
1,812 215
2,668 2,356 2,159 1,631 1,233 1,094
60,637
44,182
29,532 9,865
12,537 9,663
6,237 1,003
5,427
2,906
0
20,000
40,000
60,000
80,000
100,000
120,000
2013-2014 2014-2015 2015-2016 2016-2017 Self Paced
> 960.000
enrolments
* Enrolment is open + is running
Certificates issued
2,912
3,446
5,147
5,629
7,668
9,636
11,032
11,845
12,364
14,554
15,934 16,264
17,777
18,437
21,941
25,695
28,221
137 199 199
588
927 927 1,062 1,062
1,710 1,710 2,021
3,751
4,609
0
5,000
10,000
15,000
20,000
25,000
30,000
Total # of certificates
ID verified certificates
11
IMPACT OF OPEN EDUCATION:
HOW A MOOC CHANGED HIS LIFE
• Andersson Contreras
• Student from Colombia
https://www.edx.org/blog/how-delft-university-technology-changed
12
MOOCS USED IN CLASSES AROUND THE
WORLD
Some examples
• Indian training organisation is
using Functional Programming
• Glasgow Caledonian
University is using Solar
Energy
• Hogeschool Rotterdam is
using Water Treatment
• Hochschule Ostwestfalen-
Lippe is using Industrial
Biotechnology
https://twitter.com/pramode_ce/status/525643290964537344
132. Increase Reputation
Source: http://www.tudelft.nl/nl/over-tu-delft/feiten-en-
cijfers/onderwijs/inschrijvingen/
More international
student enrolments
15
“I chose TU Delft
because while doing the
MOOCs, I could only
imagine the level of
expertise and facilities
the universities has.”
Abdulrasaq Gbadamosi
First year student MSc Electrical Engineering
TU Delft
16
Ranking
Source: http://www.topuniversities.com/universities/delft-university-technology
3. Improving campus education
18
Arno Smets – Solar Energy Course
• 30% more material than in the classical classroom
• Pass rates up from 71% to 89%
• Grades up from 6.51 to 7.09 (on a scale from 1 to 10)
• 69% of students preferred flipped classroom
Fotografie:MarcelKrijger
IMPROVE QUALITY OF EDUCATION
More info: http://www.e-learn.nl/2015/01/11/mooc-has-positive-effect-on-campus-education
Pedagogical Model: Online Learning Experience
“The purpose of
the OLE radar
graph is to rise
reflection and
critical thinking
regarding online
courses, not to
judge”
https://onlinelearningresearch.weblog.tudelft.nl/2015/07/05/defining-a-
pedagogical-model-the-tu-delft-online-learning-experience/
Running EvaluationCourse Development
Kickoff Review Start of Course Evaluation Meeting
Course
Improvement Plan
OLE introduction use for reflection use for evaluate
Draft Course Design
Draft Planning
Evaluation
Report
List of final
improvements
building testing
Onboarding
Final Course Design & Planning
Course Team, Roles & Processes
use as guidelines
planning
TU Delft Online Learning
Education Quality Cycle
The use of the OLE is integrated in our Educational Quality Cycle
4. Connection Research with Education
23
Research in open education
• Guidelines for Evaluating the Teaching and
Learning in MOOCs: a TU Delft approach
• Carpe Diem: a new day for flexible MOOC
design
• Modeling Learners’ Social Centrality and
Performance through Language and
Discourse
• Gender and Diversity in Engineering
MOOCs, a first Appraisal
• The Value of Engineering MOOCs from a
Learner’s Perspective
• Who is the Learner in the DelftX Engineering
MOOCs?
• Defining a Pedagogical Model: The TU Delft
Online Learning Experience
• Reconsidering Retention in MOOCs: the
Relevance of Formal Assessment and
Pedagogy
• Scalability and Flexibility through Open
Research
• Understanding social learning behaviours of
xMOOC completers
https://onlinelearningresearch.weblog.tudelft.nl
• Currently a team of 4
• Background in big data
• Available data:
• Online education student data based
on 950K enrollments.
• Pre-survey, mid-survey, and post-
survey data (100K+ responses).
• edX course data on 30+ MOOCs.
• Call for research projects:
https://onlinelearningresearch.weblog.tudelft.nl/call-for-research-projects/
Research goals
1. Gain actionable insights into learner behaviours at scale.
a. Data science
b. Big data processing
2. Increase our knowledge about learners by looking beyond
the learning platform.
a. Web data analytics
3. Design and implement interventions that enable adaptive
learning at scale.
a. Web engineering
b. Human-centered design
c. Learning technologies
Data
Knowledge
Application to
learning
gain insights
from data
design systems
based on
insights
deploy systems
in practice
Learning analytics for learners
Do learners change their behaviour when confronted
with their learning performance relative to that of
successful learners?
Learning tracker
deployed in an A/B
testing setup
Dan Davis, Guanliang Chen, Ioana Jivet, Claudia Hauff, and Geert-Jan Houben. Encouraging
Metacognition & Self-Regulation in MOOCs through Increased Learner Feedback. LAL Workshop 2016.
5,462 learners
were exposed to
the intervention
Use of MOOCs for Research
The potential of solar energy:
• Light green is high potential
(best markets)
• Dark is less interesting
• Gray is no reliable data.
The probability of
blackouts of the
electricity network:
• Light color is little chance
• Black is more likely
5. Collaboration with industry
28
5. COLLABORATE WITH INDUSTRY
296. Impact on organisation
31
Impact on organisation
• There is much more focus on education
• We have set an example as innovation
programme
32Questions
CC BY Véronique Debord-Lazaro
33
RECOMMENDATIONS
1. Impact of MOOCs is much broader than anticipated.
• Education got more attention.
• It improved our reputation and the visibility of our education worldwide.
• It is a drive for innovation within the university.
2. Open increased the impact even more.
34
ONLINE-LEARNING.TUDELFT.NL
OPEN.TUDELFT.NL
OCW.TUDELFT.NL
@wfvanvalkenburg
slideshare.net/wfvanvalkenburg

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TU Delft Impact of moocs for EADTU HOME project

  • 1. THE IMPACT OF 30 TU DELFT MOOCS Willem van Valkenburg Manager Production & Delivery TU Delft Extension School Board Member Open Education Consortium Unless otherwise indicated, this presentation is licensed CC-BY 4.0
  • 2. 2 Educate the world & improve the quality of education Deliver High Quality Open & Online Education to the World Find (new) revenue models Offer a comprehensive portfolio of courses Deliver out-standing learning experiences Improve Education Improve campus education Conduct relevant research in the field of O2E Innovate in Education Improve the quality of online courses Grow Academic Output Attract talent to the University Improve reputation and visibility Start or join new learning & research networks
  • 3. 3 Blended Education OpenCourseWare PRODUCTS MOOCs ProfEds Online Courses • Learning Activities & Course Materials • Free • Enrolled students only, massive numbers • Bachelor level • Certificate of Completion • Course Materials • Free • Big Exposure, Worldwide audience • Both Bachelor and Master level • No interaction with faculty • No accredited certificate • Learning Activities & Course Materials • Paid enrollment • Enrolled students only, limited numbers • Accredited Course Certificate • Full Master Degree • Learning Activities & Course Materials • Paid enrollment • Enrolled students only, moderate numbers • Course Certificate • Continuous Education Units
  • 5.
  • 6. 6 CC BY-NC K W Reinsch
  • 7. 7 IMPACT ON.. 1. Educating the world 2. Increasing TU Delft’s international Reputation 3. Improving campus education 4. New relations between education and research 5. Collaboration with industry 6. The whole TU Delft organization
  • 9. 56,809 19,602 25,988 29,179 20,534 28,564 32,42433,519 38,029 10,328 14,995 34,017 27,186 13,503 10,543 9,606 10,725 6,705 10,824 4,187 6,233 30,067 15,757 24,787 24,552 6,967 17,541 32,681 29,868 13,014 9,880 22,621 10,891 8,221 3,173 8,174 10,958 6,782 7,593 6,793 6,776 4,639 4,080 1,972 11,726 141 3,141 3,462 1,812 215 2,668 2,356 2,159 1,631 1,233 1,094 60,637 44,182 29,532 9,865 12,537 9,663 6,237 1,003 5,427 2,906 0 20,000 40,000 60,000 80,000 100,000 120,000 2013-2014 2014-2015 2015-2016 2016-2017 Self Paced > 960.000 enrolments * Enrolment is open + is running
  • 10. Certificates issued 2,912 3,446 5,147 5,629 7,668 9,636 11,032 11,845 12,364 14,554 15,934 16,264 17,777 18,437 21,941 25,695 28,221 137 199 199 588 927 927 1,062 1,062 1,710 1,710 2,021 3,751 4,609 0 5,000 10,000 15,000 20,000 25,000 30,000 Total # of certificates ID verified certificates
  • 11. 11 IMPACT OF OPEN EDUCATION: HOW A MOOC CHANGED HIS LIFE • Andersson Contreras • Student from Colombia https://www.edx.org/blog/how-delft-university-technology-changed
  • 12. 12 MOOCS USED IN CLASSES AROUND THE WORLD Some examples • Indian training organisation is using Functional Programming • Glasgow Caledonian University is using Solar Energy • Hogeschool Rotterdam is using Water Treatment • Hochschule Ostwestfalen- Lippe is using Industrial Biotechnology https://twitter.com/pramode_ce/status/525643290964537344
  • 15. 15 “I chose TU Delft because while doing the MOOCs, I could only imagine the level of expertise and facilities the universities has.” Abdulrasaq Gbadamosi First year student MSc Electrical Engineering TU Delft
  • 17. 3. Improving campus education
  • 18. 18 Arno Smets – Solar Energy Course • 30% more material than in the classical classroom • Pass rates up from 71% to 89% • Grades up from 6.51 to 7.09 (on a scale from 1 to 10) • 69% of students preferred flipped classroom Fotografie:MarcelKrijger IMPROVE QUALITY OF EDUCATION More info: http://www.e-learn.nl/2015/01/11/mooc-has-positive-effect-on-campus-education
  • 19. Pedagogical Model: Online Learning Experience “The purpose of the OLE radar graph is to rise reflection and critical thinking regarding online courses, not to judge” https://onlinelearningresearch.weblog.tudelft.nl/2015/07/05/defining-a- pedagogical-model-the-tu-delft-online-learning-experience/
  • 20.
  • 21. Running EvaluationCourse Development Kickoff Review Start of Course Evaluation Meeting Course Improvement Plan OLE introduction use for reflection use for evaluate Draft Course Design Draft Planning Evaluation Report List of final improvements building testing Onboarding Final Course Design & Planning Course Team, Roles & Processes use as guidelines planning TU Delft Online Learning Education Quality Cycle The use of the OLE is integrated in our Educational Quality Cycle
  • 22. 4. Connection Research with Education
  • 23. 23 Research in open education • Guidelines for Evaluating the Teaching and Learning in MOOCs: a TU Delft approach • Carpe Diem: a new day for flexible MOOC design • Modeling Learners’ Social Centrality and Performance through Language and Discourse • Gender and Diversity in Engineering MOOCs, a first Appraisal • The Value of Engineering MOOCs from a Learner’s Perspective • Who is the Learner in the DelftX Engineering MOOCs? • Defining a Pedagogical Model: The TU Delft Online Learning Experience • Reconsidering Retention in MOOCs: the Relevance of Formal Assessment and Pedagogy • Scalability and Flexibility through Open Research • Understanding social learning behaviours of xMOOC completers https://onlinelearningresearch.weblog.tudelft.nl • Currently a team of 4 • Background in big data • Available data: • Online education student data based on 950K enrollments. • Pre-survey, mid-survey, and post- survey data (100K+ responses). • edX course data on 30+ MOOCs. • Call for research projects: https://onlinelearningresearch.weblog.tudelft.nl/call-for-research-projects/
  • 24. Research goals 1. Gain actionable insights into learner behaviours at scale. a. Data science b. Big data processing 2. Increase our knowledge about learners by looking beyond the learning platform. a. Web data analytics 3. Design and implement interventions that enable adaptive learning at scale. a. Web engineering b. Human-centered design c. Learning technologies Data Knowledge Application to learning gain insights from data design systems based on insights deploy systems in practice
  • 25. Learning analytics for learners Do learners change their behaviour when confronted with their learning performance relative to that of successful learners? Learning tracker deployed in an A/B testing setup Dan Davis, Guanliang Chen, Ioana Jivet, Claudia Hauff, and Geert-Jan Houben. Encouraging Metacognition & Self-Regulation in MOOCs through Increased Learner Feedback. LAL Workshop 2016. 5,462 learners were exposed to the intervention
  • 26. Use of MOOCs for Research The potential of solar energy: • Light green is high potential (best markets) • Dark is less interesting • Gray is no reliable data. The probability of blackouts of the electricity network: • Light color is little chance • Black is more likely
  • 29. 296. Impact on organisation
  • 30.
  • 31. 31 Impact on organisation • There is much more focus on education • We have set an example as innovation programme
  • 33. 33 RECOMMENDATIONS 1. Impact of MOOCs is much broader than anticipated. • Education got more attention. • It improved our reputation and the visibility of our education worldwide. • It is a drive for innovation within the university. 2. Open increased the impact even more.

Editor's Notes

  1. We reach all countries in the world. Only 3% from the Netherlands
  2. This is a photo of a class in India Glasgow Caledonian University is using our Solar mooc
  3. All our MOOCs are used on campus
  4. http://www.felienne.com/archives/4592
  5. All our MOOCs are used on campus
  6. Arno heeft zijn studenten gevraagd informatie aan te leveren over het aantal zonuren en prijs van energie. 250 studenten hebben hierop gereageerd. Op basis daarvan is bovenstaande data gebaseerd. Puur een experiment om te kijken hoe je MOOCs kunt gebruiken om onderzoeksdata te verzamelen. Toelichten Verhaal Hans de Bruijn  MOOC framing in te zetten om te onderzoeken hoe speeches worden ervaren in verschillende culturen.
  7. All our MOOCs are used on campus
  8. Circular Economy is codeveloped with the Ellen McArthur Foundation Sustainable Urban Development is supported by AMS (Amsterdam Institute of Advanced Metropolitan Solutions) and developed together with Wageningen University The course Industrial Biotechnology is a joint initiative of TU Delft, the international BE-Basic consortium and University of Campinas in Brazil Leadership for Engineers is codeveloped with 2 alumni from McKinsey Geology mooc is sponsored by Shell Data Analysis series is offered with additional blended sessions to Capgemini. Also 50 persons from a Dutch company participated New developments are moocs as dissemination activity of research projects
  9. All our MOOCs are used on campus