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marco.kalz@ou.nl
http://www.linkedin.com/in/mkalz
http://twitter.com/mkalz
http://www.marcokalz.de
sProf. Dr. Marco Kalz
Chair for Open Education
Faculty Management,
Science and Technology &
Welten Institute
Open University of the
Netherlands
DROP
EADTU Conference 2015
29 October
Fernuniversität in Hagen
Germany
Who let the drop out?
160 000 enrolled
20 000 completed
Who let the drop out?
Who let the drop out?
Who let the drop out?
Research about MOOCs
• 166 scientific publications in 6 years
• TEL: 3500 publications in 10 years (Kalz &
Specht, 2011)
Jordan, 2015
Who let the drop out?
Traditional completion perspective
Completing learners are all learners who participate
in all learning activities or even receive a certificate
What do the learners say?
Read more at OpenCulture
A […] more important
limitation […] is the tendency
to ignore the perspective of the
individual […]Such definitions
of dropout […] imply
connotations of inferiority […]
of the individual dropping out.
Tinto & Cullen, 1973
Reich, 2014
Categories of intentions in OE
Reich, 2014
Categories of intentions in OE
Key results by Reich (2014)
Categories of intentions in OE
Source: Phil Hill
Kalz, Kreijns, Walhout, Castano-Munoz, Espasa
& Tovar, 2015
A new measurement model for OE
MOOCs are open, but…
… there are hidden filters and gates!
What has an impact on the IBG in open education?
Implementation
Intentions
SDL/SRL
IT Skills
Intention-
Behaviour-
Gap
Assess the
task
Evaluate
Strength and
Weaknesses
Plan
Apply
strategies
Monitor
progress
Reflect &
Adjust
Individual Learning
Dispositions
Ambrose et al., 2010
Self-directed (regulated) learning
Self-directed (regulated) learning
Prior experiences with SRL and technology impact self-efficacy
and motivation
SRL in a technology-rich context requires step-wise introduction
and support
Lee, Tsai, Chai, & Koh (2015)
Self-directed (regulated) learning
Consistency of intention and behaviour
Consistent Inconsistent
Inclined actors
Intend to act and act
Inclined abstainers
Intend to act, but do not act
Disclined actors
Don’t intend to act and don’t
act
Disclined abstainers
Don’t intend to act, but act
Gollwitzer & Sheeran, 2006
Goal intentions
Goal intentions are not enough!
Goal intentions
predecisional preactional actional postactional
Gollwitzer & Sheeran, 2006
Strength of goal
intention
Initiate goal-
directed
behaviour
Shielding Review of quality
and quantity of
achievement
Goal intentions
Additional variable
Time interval between setting
of goal intention and goal-
related activity
“Forming a goal intention does not
prepare people sufficiently for dealing
with self-regulatory problems in
initiating, maintaining, disengaging from,
or over-extending oneself in goal striving.”
Goal intentions
Gollwitzer & Sheeran, 2006
Implementation intentions
Implementation
intentions
define the
• when,
• where and
• how
of goal striving.
Meta review (94 studies,
n=8000)
Effect size d = .65
Implementation intentions
“When situation X arises,
I will perform response Y!”
Implementation intentions
“I will reserve each Tuesday
afternoon to learn at my desk ”
“When I cannot learn on Tuesday at
home, I will skip football on Saturday
to learn then”
“I will connect each morning for an
hour to fellow student of the MOOC
to discuss questions and assignments”
Implementation intentions
Implementation intentions
Imply the selection of an effective goal-directed
behaviour…it is assumed that the mental
representation of this situation becomes highly
activated and more accessible.
Gollwitzer, 1999
Implementation intentions
Impact of implementation intentions on IBG
Do learners with implementation intentions in
MOOCs are more likely to reach their goals?
Impact of contextualized cues on
implementation intentions
Can situational cues support learners in MOOCs
to develop implementation intentions?
MOOCKnowledge:
http://bitly.com/moocknowledge
European cross-provider data
collection of background and
experiences of MOOC
learners
MOOC providers
PhD SRL Skills PhD Scalability PhD Motivation
PhDOrganisational
innovation
Fundamental research line
Accompagnyingresearchline
SOONER: http://www.sooner.nu
Invitation
Thank you!
marco.kalz@ou.nl
@mkalz

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