The document discusses the realities of personalized learning in MOOCs compared to initial promises and myths. It summarizes research on informal learning in MOOCs through student learning logs and interviews. Key findings include that intrinsic motivation and personal learning goals allowed some personalization, but MOOC content and format limited this. While MOOCs increased access to knowledge, certification did not necessarily lead to economic gains. Standardized pedagogy contrasted promises of flexibility. Overall, MOOCs prioritized certain languages, cultures, and STEM topics over diversity and local needs. The narrative of MOOC success promoted standardized conformity over personalized learning.
3. UDHR standing on
shoulders of giants:
Juan Luis Vives
• Schools should not be for profit
• Organic pedagogy
(Juan Luis Vives, 1492, Valencia,
Spain – 1540, Brugge, Belgium)
4. Bozkurt, A., Keskin, N. O., & de Waard, I. (2016). Research Trends in Massive Open
Online Course (MOOC) Theses and Dissertations: Surfing the Tsunami Wave. Open
Praxis, 8(3), 203-221. link here
CCK -
2008
AI-MOOC
– 2011
MOOC
galore -
2018
MobiMOOC
(mobile learning)
5. MOOC = promise of
education for all
• Daphne Koller (a.o.) promising
Education for all (North & South).
• A source of (quality) curated, topic
specific content for passionate people
6. Highlighting MOOC
success stories
• Battushig Myanganbayar, the boy
genius of Ulan Bator, Mongolia
(engineering)
• Jack Andraka 15y boy creating a cheap,
paper-based biomarker for pancreatic
cancer
7. Inevitably
questions arose
What is the learning impact
of MOOCs on young
learners?
How do adult learners self-
direct their learning in
MOOCs?
8. Part 1: MOOC – CLIL
project
• Content and Language Integrated
Learning (English and French)
• Massive Open Online Courses
de Waard, I. & Demeulenaere, C. (2017). The MOOC-
CLIL project: using MOOCs to increase language, and
social and online learning skills for 5th grade K-12
students. In Q. Kan & S. Bax (Eds), Beyond the language
classroom: researching MOOCS and other innovations.
Research-publishing.net. (link)
9. GUSCO school –
Kortrijk, Belgium
• Academic year 2015 – 2016
• Three classes in ‘vrije ruimte’ (free
space): 2 English groups, 1 French
group
• 2 hours per week
10. Participants
• 3 Teachers (language
teachers)
• 42 Flemish – Dutch speaking
students (aged 16 – 17 y)
• Academic qualifications:
human sciences, Latin &
sciences/mathematics…
• Optional course
video impressions
12. Three main project parts
• GroupMOOC: introducing MOOC elements, platforms, interactions…
• EigenMOOC (OwnMOOC): students choose MOOCs.
• Evaluation & production: evaluate the whole process and build an
intro for next year’s students
Classical progress => personal progress
GroupMOOC
EigenMOOC
(OwnMOOC)
Evaluate &
Produce
13. Evaluation
instruments in class
• Adapted Scale for Attitudes
and skills Measuring (SAM)
scale – used by teachers
• Weekly logbook – used by
students
14. Student logging in action:
I did the course DemoX, in this course I learned
how to use edX. I found it rather easy questions
but it was a handy way of learning how to use
edX. I now understand how to use the website.
The English was sometimes hard to understand
but I used an online dictionary to help me
understand the words. I think it’s a good idea to
use the forum because then you can discuss your
problems with the others. They can find ways to
help you if you don’t understand things.
15. Following student progress outside of class
Self-regulated questionnaire view here: monitoring self-esteem, motivation,
digital literacy
16. Findings: Language learning
100% dramatic increase in language confidence
Intrinsic
motivation (73%)
Extrinsic
motivation
(27%)
“Intrinsic motivation, which refers to doing something because it is inherently interesting or
enjoyable, and extrinsic motivation, which refers to doing something because it leads to a
separable outcome” (Ryan & Deci, 2000, p. 55).
17. Help seeking
Survey learning topics Results 1st survey Results 2nd survey
Help seeking (any) 71% 60%
Help seeking from teacher 75% 59%
Help seeking from peers 61% 83%
21. Suggestions from students
• Unclear language complexity: e.g. Gunning fog index or Flesch-Kincaid
readability tests to provide insight.
• Supporting texts can be too difficult to comprehend. It demotivates
(picture nearingzero Nick Kim)
22. Informal learning =>
Living a fearless life
ἀταραξία (ataraxia,) is a Greek philosophy
term used to describe a lucid state of robust
equanimity
Ἐπίκουρος (Epicurus; 341–270 BC) believed
that what he called "pleasure" (ἡδονή) was the
greatest good, but that the way to attain such
pleasure was to live modestly, to gain
knowledge of the workings of the world, and
to limit one's desires
wikipedia
23. Part 2: Informal learning
in MOOCs – learner
perspectives
de Waard, I. (2017). Self-Directed Learning of
Experienced Adult Online Learners Enrolled in
FutureLearn MOOCs (Doctoral dissertation, The
Open University). Link
24. What comprises the informal learning journey of
experienced, adult online learners engaging in
individual and/or social self-directed learning
using any device to follow a FutureLearn MOOC?
• Which individual characteristics influence the learning experience?
• What are the technical and media elements influencing the learning
experience?
• How does individual and social learning affect the participants’
learning?
• Which actions (if any) did the learners undertake to organise their
learning?
25. How do learners self-direct their
informal learning in MOOCs?
Never been an study from the ground up
looking at informal learning in MOOCs,
FutureLearn courses
35. Conceptual framework
Motivation, personal traits
(perseverance, self-confidence,
emotional language)
Personal learning goals,
planning, taking notes
Social learning,
individual learning actions,
social learning actions
36. Conceptual framework
Motivation, personal traits
(perseverance, self-confidence,
emotional language)
Devices used,
FutureLearn elements,
new tools
Personal learning goals,
planning, taking notes
Social learning,
individual learning actions,
social learning actions
37. Conceptual framework
Motivation, personal traits
(perseverance, self-confidence,
emotional language)
Contextualizing context,
proximity to context,
peers in context
Personal learning goals,
planning, taking notes
Social learning,
individual learning actions,
social learning actions
Devices used,
FutureLearn elements,
new tools
38. How much
personalization is possible
in this framework?
Intrinsic motivation & personal
learning goals allowed
Capacity to validate learning
MOOC content mostly formal
39. Part 3 - Informal learning vs personalized learning
Juxtaposing personal learning conclusions to the reality of MOOCs.
Deze foto van Onbekende auteur is gelicentieerd onder CC BY-NC
40. Is personal learning high on the
agenda of MOOC providers?
Let’s take a closer look!
47. Personal learning utopia,
or are we misled?
Language diversity
But content similarity – collaborations
between platforms
(MOOC platforms 2018 - 57 platforms, 23 countries)
(Pieter Bruegel de Oude (1563) – Kunsthistorisches
Museum Vienna, Austria)
49. 1 - Restricting courses: university
courses with low enrollment
being questioned (Belgium)
Suggested by national organization of
entrepreneurs (VOKA).
http://www.standaard.be/cnt/dmf201
80516_03515309
Bachelor and master programs should
be stopped if they are not profitable….
Unless, it is a high profile corporate
course.
50. 1 - Restricting courses: university
courses with low enrollment
being questioned (Belgium)
Suggested by national organization of
entrepreneurs (VOKA).
http://www.standaard.be/cnt/dmf201
80516_03515309
Bachelor and master programs should
be stopped if they are not profitable….
Unless, it is a high profile corporate
course.
A
51. Latin courses in secondary
school questioned?
• Historical references
• Cultural relevance (in language, law,
biology…)
• History repeats itself
• Standing on the shoulders of giants.
Lucius Annaeus Seneca, 4 BC – AD 65
52. 2 - Promoting a singular pedagogy
(1 to many) as ‘quality education’
Mentorship? Diversity?
X-MOOC standard
Un-MOOC
Distributed
knowledge -
connectivism
Expert
selected one
direction
53. 3 - Selling personal training as personal
learning
MOOC
SPOCS &
Workshops
101
mentorship
54. 4 - Personal
learning =>
personal gain?
MOOC certification ≠ degree:
wages do not increase.
55. 5 - Supporting only
the ‘best’
No learner care (dyslexia,
dyscalculia…)
Fragile minority groups (privacy,
language…)
56. Universal Declaration of Human Rights
Article 26.
(2) Education shall be directed to the full development of the human
personality and to the strengthening of respect for human rights and
fundamental freedoms. It shall promote understanding, tolerance and friendship
among all nations, racial or religious groups, and shall further the activities of the
United Nations for the maintenance of peace.
57. Highlighting MOOC
success stories
• Battushig Myanganbayar, the boy
genius of Ulan Bator, Mongolia
(engineering)
• Jack Andraka 15y boy creating a cheap,
paper-based biomarker for pancreatic
cancer
58. MOOC Utopia crushed?
The fall of Icarus - Pieter
Bruegel de Oude - Royal
Museum of Fine Arts, Brussels,
Belgium.
59. MOOC Utopia crushed?
No! TISLID is here!
The Fall of Icarus - Pieter
Bruegel de Oude - Royal
Museum of Fine Arts, Brussels,
Belgium.
60. Why should we indulge
in a lifetime of informal,
personal learning?
61. Que sçay-je?
Quand je me joue à ma chatte, qui
sçait si elle passe son temps de
moy plus que je ne fay d’elle ?
[When I play with my cat who
knows if I am not a pastime to her
more than she is to me?] – Michel
de Montaigne (1533-1592)
(Book II, chap. 12, p. 401)
62. Education for all
How can we ensure MOOCs will increasingly be used to ensure
personal learning?
63. How can we ensure MOOCs will increasingly be used to ensure
personal learning & education for all?
64. References
• MOOC – CLIL project: https://www.academia.edu/33433115/The_MOOC-
CLIL_project_using_MOOCs_to_increase_language_social_and_online_learning_skills_for_5_th_
grade_K-12_students
• Full thesis informal SDL in FutureLearn courses: https://www.academia.edu/28760942/Self-
Directed_Learning_of_Experienced_Adult_Online_Learners_Enrolled_in_FutureLearn_MOOCs
• Research instruments:
https://www.academia.edu/9703990/Research_instruments_Learning_logs_questions_for_resea
rching_Self-
Directed_Learning_in_experienced_online_learners_engaged_in_FutureLearn_courses
• SAM scale:
https://drive.google.com/file/d/0B2GekloYrdFQU18zbDhubE8tcDg/view
• MOOC – CLIL self-regulated learning questionnaire:
https://drive.google.com/file/d/0B2GekloYrdFQS0N3TGdtUnJCNmM/view
• Gunning fog index: https://en.wikipedia.org/wiki/Gunning_fog_index
• Flesch Kincaid readability test:
https://en.wikipedia.org/wiki/Flesch%E2%80%93Kincaid_readability_tests
66. The reality of Personalized learning
• MOOC content and language options are limited in scope
• Learners only pick the cherries they want from the vast content cake.
• Education (philosopher add here) seeks to enlighten citizens, but do MOOCs enlighten the group, our society
as a whole? (the yes (more of us have an encyclopedia of knowledge at hand) and no’s (only those into
knowledge fields benefit)).
• Certification and degrees: tendency to formalized training. But with MOOC certificates the learner
her/himself does not get higher wages, economic difference from Bachelor’s/Master certification/degree.
• MOOC format is now almost standardized, strange enough standardization in formal education is
questioned. Standardisation in terms of limited variance in pedagogy.
• MOOCs answer call for modularity and quicker content dissemination, but pedagogy is rigid (in current
standard).This goes against the idea of personalization, but dwells in the realm of conformity. The narrative
of success is that of conformity to as corporate success is the idea that is propagated most in terms of
promoting MOOCs.
• Power universities, using Power languages.
• The outcomes are Northern outcomes, not how to function better in a Southern hemisphere infrastructure.
67. Notes to self:
• A talk is a narrative, a story.
• Make your point early in (think script) and then keep referring to it
• Add philosophical angle
• Can you use cultural symbolic capital as pictures?
• Let the audience build the meaning. No sermon!
• Use the notes to write up one of the possible narratives (allows you
to check cohesion and continuity.
68. General frame – main idea: a lot has changed
in education the last 10 years
• New Utopia in EdTech: first the promise of MOOCs, the promise of a
new, more learned society (citizens), now clearly emerging agenda’s:
education is failing corporate needs, STEM is great… STEAM is greater,
colonization of higher ed and professional learning by high-finance
Universities (English speaking universities) – for the West. An internal
colonization of the West.
• Utopia: the promise: the Tower of Babel (painting) – understanding
each others languages will take us closer to god. In reality: language
funnel turned upside down (small languages, even dialects are lost in
just 2 generations).
69. • Setting and main narrative theme (3 slides / thoughts)
• MOOC-CLIL
• SDL informal learning MOOCs (validation of the learning by the
learner)
• Promise and reality of personalized learning
• Conclusion
70. Further reference
• Practical instruments used:
https://drive.google.com/folderview?id=0B2GekloYrdFQdWtTQWp0Z
GpxSmc&usp=sharing
71.
72.
73. Why should all of this
matter to me? To us?
Personal learning is part of
education for all.
Hinweis der Redaktion
Promoting games as a means of instruction
On a side note: AI course got more then 100.000 learners interested, and now AI is a fad. In a timeframe of seven years.
The showcase learners are useful for the overall narrative, even the overall goal = molding citizens to fit corporate needs.
During the interviews all the students reported a dramatic increase in daring to speak either French or English, referring to language proficiency and motivation: “the best thing about the course is that I dare to express myself, without being scared” (ST2). This was substantiated by feedback from the teachers based on the students’ active language use within the classroom. The students emphasized the importance of speaking another language for 2 hours straight every week, and immersing themselves in topics with a vocabulary related to their own interests. All students felt that they used language more proficiently and authentically. They found the vocabulary they picked up also enriched regular language classes.
The English MOOC-CLIL students saw English as a major asset: “it is a global language” (ST13). 83% of students found they were now capable of expressing themselves autonomously in English or French. Participants reported that the MOOC media design allowed them to slow down videos, read transcripts of the content and select those media that they preferred (e.g. video or texts). However, some of the MOOC content was too complex to fully understand which was at times demotivating.
During the interviews, students indicated they were relying on the teacher’s knowledge to get started: “the teacher gave us links to online language dictionaries which were very useful” (ST9), but that after the first few weeks they only needed the teachers’ help for specific MOOC task descriptions.
The interviews revealed enthusiasm for peer learning and connecting with global peers: “someone actually liked a comment I wrote in the discussion threads!” (ST35). This was supported by the results from the questionnaires where 68% gained knowledge by interacting with peers. The participants also indicated that social learning extended to learning to communicate respectfully, plan learning (sharing expertise with classmates), and improve critical thinking through discussions with classmates.
The survey questions on critical thinking revealed that 63% of the students carefully considered what they were learning: “I now understand that I need to reflect on the content that is provided and whether this seems to be real or fake” (ST26). Students also trusted content coming from those MOOCs coming across as professional (good language use, comprehensible content). Online empathy (i.e. awareness of staying respectful in online discussions) rose from 93% to 100%, as students understood the language factor of potentially misunderstanding others (see Table 3).
The students became more critically aware of how content was delivered - language and content wise - which made them select more qualitatively strong MOOCs. More students
felt the benefit of planning their learning: “MOOCs give an overview of the material in
advance… it makes it easier to learn ahead of time as I know what is coming up and when”
By the end of the EigenMOOC phase, 72% of the students had independently started to follow a MOOC in their spare time. As the students were enthusiastic and showed an increase in their language skills (based on the SAM scale feedback), the school decided to deploy this approach in the years to come, increasing the number of students that could choose this type of class. At the start of the 2016 – 2017 academic year, 82 students enrolled in MOOC-CLIL.
Epicurus believed that what he called "pleasure" (ἡδονή) was the greatest good, but that the way to attain such pleasure was to live modestly, to gain knowledge of the workings of the world, and to limit one's desires
Epicurus (/ˌɛpɪˈkjʊərəs/;[2] Greek: Ἐπίκουρος, Epíkouros, "ally, comrade"; 341–270 BC) was an a
Looking at the learning from a more formal perspective: assignments, quizzes, going through all the content.
Willingness of course coordinators
Available courses
Diversity in courses
Informal learning is just that… it does not have to happen, and all the participants were free to keep writing up learning logs or simply abandon them.
In order to investigate this question, I looked for MOOC organisers who were willing to have me investigate the learning as perceived by the MOOC learners subscribing for the MOOCs. To get some diversity, I choose three MOOCs: one more professionally oriented, one more family oriented, and one on economy and complexity.
Individual characteristics
• Motivation: choosing a course, personal and/or professional reasons
for completing learning episode (any length), edutainment
• Personal traits influencing the learning process: perseverance, self-confidence,
emotional language describing learning
Technical & media elements affecting learning
• Devices used for learning
• FutureLearn course & media elements
• Learning new tools provided in FL-course
Individual and social learning
Individual learning actions
• Social learning: connecting and sharing: looking for answers (help-seeking) versus
experience sharing, differences per course
• Different social learning actions per course: choosing who to interact with,
reflective actions, cohort learning, language
Organising learning
• Personal goal setting: range of personal learning goals, selecting content,
curated content benefit, building on personal learning actions
• Planning: available time, time investment in social learning, keeping notes
• Taking notes
Context
• Contextualizing content
• Proximity to context as motivator
• Peers and context
Individual characteristics
• Motivation: choosing a course, personal and/or professional reasons
for completing learning episode (any length), edutainment
• Personal traits influencing the learning process: perseverance, self-confidence,
emotional language describing learning
Technical & media elements affecting learning
• Devices used for learning
• FutureLearn course & media elements
• Learning new tools provided in FL-course
Individual and social learning
Individual learning actions
• Social learning: connecting and sharing: looking for answers (help-seeking) versus
experience sharing, differences per course
• Different social learning actions per course: choosing who to interact with,
reflective actions, cohort learning, language
Organising learning
• Personal goal setting: range of personal learning goals, selecting content,
curated content benefit, building on personal learning actions
• Planning: available time, time investment in social learning, keeping notes
• Taking notes
Context
• Contextualizing content
• Proximity to context as motivator
• Peers and context
Individual characteristics
• Motivation: choosing a course, personal and/or professional reasons
for completing learning episode (any length), edutainment
• Personal traits influencing the learning process: perseverance, self-confidence,
emotional language describing learning
Technical & media elements affecting learning
• Devices used for learning
• FutureLearn course & media elements
• Learning new tools provided in FL-course
Individual and social learning
Individual learning actions
• Social learning: connecting and sharing: looking for answers (help-seeking) versus
experience sharing, differences per course
• Different social learning actions per course: choosing who to interact with,
reflective actions, cohort learning, language
Organising learning
• Personal goal setting: range of personal learning goals, selecting content,
curated content benefit, building on personal learning actions
• Planning: available time, time investment in social learning, keeping notes
• Taking notes
Context
• Contextualizing content
• Proximity to context as motivator
• Peers and context
Individual characteristics
• Motivation: choosing a course, personal and/or professional reasons
for completing learning episode (any length), edutainment
• Personal traits influencing the learning process: perseverance, self-confidence,
emotional language describing learning
Technical & media elements affecting learning
• Devices used for learning
• FutureLearn course & media elements
• Learning new tools provided in FL-course
Individual and social learning
Individual learning actions
• Social learning: connecting and sharing: looking for answers (help-seeking) versus
experience sharing, differences per course
• Different social learning actions per course: choosing who to interact with,
reflective actions, cohort learning, language
Organising learning
• Personal goal setting: range of personal learning goals, selecting content,
curated content benefit, building on personal learning actions
• Planning: available time, time investment in social learning, keeping notes
• Taking notes
Context
• Contextualizing content
• Proximity to context as motivator
• Peers and context
Individual characteristics
• Motivation: choosing a course, personal and/or professional reasons
for completing learning episode (any length), edutainment
• Personal traits influencing the learning process: perseverance, self-confidence,
emotional language describing learning
Technical & media elements affecting learning
• Devices used for learning
• FutureLearn course & media elements
• Learning new tools provided in FL-course
Individual and social learning
Individual learning actions
• Social learning: connecting and sharing: looking for answers (help-seeking) versus
experience sharing, differences per course
• Different social learning actions per course: choosing who to interact with,
reflective actions, cohort learning, language
Organising learning
• Personal goal setting: range of personal learning goals, selecting content,
curated content benefit, building on personal learning actions
• Planning: available time, time investment in social learning, keeping notes
• Taking notes
Context
• Contextualizing content
• Proximity to context as motivator
• Peers and context
Individual characteristics
• Motivation: choosing a course, personal and/or professional reasons
for completing learning episode (any length), edutainment
• Personal traits influencing the learning process: perseverance, self-confidence,
emotional language describing learning
Technical & media elements affecting learning
• Devices used for learning
• FutureLearn course & media elements
• Learning new tools provided in FL-course
Individual and social learning
Individual learning actions
• Social learning: connecting and sharing: looking for answers (help-seeking) versus
experience sharing, differences per course
• Different social learning actions per course: choosing who to interact with,
reflective actions, cohort learning, language
Organising learning
• Personal goal setting: range of personal learning goals, selecting content,
curated content benefit, building on personal learning actions
• Planning: available time, time investment in social learning, keeping notes
• Taking notes
Context
• Contextualizing content
• Proximity to context as motivator
• Peers and context
Picture http://www.csq.org.au/getattachment/17680702-3184-4571-958a-565f4b29d8e8/Researchers-predict-prefabrication-will-transform
We only create a well guarded realm of realities, in which learning can take place. Each citizen uses their personal trades, capacities and preferences… in this corral of content.
But if intrinsic motivation is the driving force, and we organize any or every type of learning we do according to our personal learning goals … then what does this mean in terms of the offering we have?
MOOCs are a selection of knowledge in particular field. The content is curated, the pedagogy used during the course is depending on the pedagogical insights of the MOOC organizer, and their comfort zone, and level of understanding of online learning.
Choosing their own MOOC
Choosing what they will learn and when
Choosing to engage into conversations with others (social learning) or not
Choosing which technology – media to use
Following their intrinsic motivation to pursue personal learning goals
From the MOOC-CLIL project, I could see that informal learning provides a lot of benefits.
Looking at a variety of MOOC providers, a pattern emerges: they all point to professional advancement and link it to personal learning.
Jordan
Restricting courses
Promoting a singular pedagogy (1 to many) as ‘quality education’
Selling personal training as personal learning
Personal learning, not personal gain
Supporting only the best
It allows modularity, scalability. Modularity is good, but it does not add up to a certified degree, hence no monetary benefit is assured. Scalability threatens teacher presence, of course many leaders say that does not add up, as teachers can then take on ‘the much more important role of mentors’ … but policies are rarely in support of mentorship (not non-STEM).
Find Icarus …
The promise of a new dawn (personalized learning, new instruction)
5 alarming tendencies => brain-drain, learning poverty
Find Icarus …
The promise of a new dawn (personalized learning, new instruction)
5 alarming tendencies => brain-drain, learning poverty
One famous filosopher turned his back on a successful carreer in order to learn, pleeing to God that he would grant him extra years to learn.
which he had set on a personal medallion together with the Greek word epokhe [I hold back, or I reserve judgment], and on a pair of scales to remind himself of the potential equality of strength of two opposing arguments.
Montaigne held a high office, he was mayor of … and his family owned a big corporation.
In a way, he could choose to go on. But when he was 37 ………… years old, he preyed to god that God would permit him to learn.
And however prestigious his professional, political work was … he is now known for his philosophical work and Essays. He introduced the essay as a form of critical thinking and to describe personal learning.
This was an exploratory research, so trying to avoid assumptions.