SlideShare une entreprise Scribd logo
1  sur  16
The Trouble with
Transfer
How can we get students
to transfer learning
between contexts?
David Didau
R esearchED N at ional C onf erence
1 0 t h S e p t e m b e r 2 0 1 6
A definition of learning
Learning is:
• the long-term retention of knowledge and
skills and the ability to transfer between
contexts
Retention = durability
Transfer = flexibility
Performance
Learning
Warsaw
The trouble with transfer
“Unfortunately, what we learn does not
spontaneously or automatically generalise to
new contexts and so teachers need to
facilitate this process.”
Didau & Rose, (2016: 62)
A taxonomy of transfer
Content: What is transferred?
Learned skill procedure restoration Principle or
heuristic
Performance
change
speed accuracy approach
Memory
demands
Execute only Recognise &
execute
Recall,
recognise &
execute
Barnett & Ceci (2002)
Context:
When & where transferred from and to
Barnett & Ceci (2002)
Knowledge
domain
Mouse vs
rat
Biology vs
botany
Biology vs
economics
Science vs
history
Science vs
art
Physical
context
Same
classroom
Different
classroom
School vs
research lab
School vs
home
School vs
beach
Temporal
context
Same lesson Next day Weeks later Months
later
Years later
Functional
context
Both clearly
academic
Both academic
but one
nonevaluative
Academic vs
filling in tax
forms
Academic vs
informal
questionnaire
Academic vs
at play
Social
context
Both
individual
Individual vs
pair
Individual vs
small group
Individual vs
large group
Individual vs
society
Modality Both written MCQ vs
essay
Written test
vs oral exam
Lecture vs
wine tasting
Lecture vs
wood carving
Near Far
Memory & context
• What we remember is dependent on the
context in which we learn and retrieve
information Smith (1985) &Weingartner (1977)
• Varying the conditions of encoding &
retrieval weaken contextual cues Smith et al
(1978)
• But, transfer is still tricky without explicit
prompting Woodridge et al (2014)
How does learning transfer to new
situations?
• The transfer of knowledge
or skills to a novel problem requires both
knowledge of the problem’s context and a
deep understanding of the problem’s
underlying structure
Deans for Impact The Science of Learning
Experts vs Novices
Two groups were given a series of physics
problems to sort in any way they wished.
• The novices sorted by surface features: on
inclined planes, involves springs, falling
objects
• The experts sorted by deep structure:
conservation of energy, kinematics,
Newton’s second law
Chi, Feltovich, Glaser (1981)
4. How does learning transfer to new
situations?
• The transfer of knowledge
or skills to a novel problem requires both
knowledge of the problem’s context and a
deep understanding of the problem’s
underlying structure
• We understand new ideas via examples,
but it’s often hard
to see the unifying underlying concepts in
different examples
Deans for Impact The Science of Learning
The Wason Card Test
• Which card(s) must you turn over in order
to test the claim that if a card shows a 3
on one side, then its opposite side will
show the letter M?
3 N8 M
Cheating (Cosmides & Tooby)
• Which card(s) must you turn over to check
that if someone is drinking alcohol, then
they must be at least 18 years old?
16 Beer18 Cola
Flexible vs inflexible knowledge
“Knowledge is flexible when it can be
accessed out of the context in which it
was learned and applied in new
contexts.”
Dan Willingham
What we need to know
• Transfer can be facilitated by explicitly
telling students that they will need to
retrieve what they’re studying in a new
context
• Memory is context dependent – vary the
conditions of learning to weaken
dependencies
• The more you know, the easier it is to
transfer what you know
• Examples & narratives help
@LearningSpy
learningspy.co.uk
ddidau@gmail.com

Contenu connexe

Tendances

Tendances (20)

21st century skills and project based learning
21st century skills and project based learning21st century skills and project based learning
21st century skills and project based learning
 
Visible learning what's it all about
Visible learning   what's it all aboutVisible learning   what's it all about
Visible learning what's it all about
 
Graduate Forum 10th May 2011
Graduate Forum 10th May 2011Graduate Forum 10th May 2011
Graduate Forum 10th May 2011
 
SHU Center of Digital Learning's Summer Institute 2014 - Effective assessment...
SHU Center of Digital Learning's Summer Institute 2014 - Effective assessment...SHU Center of Digital Learning's Summer Institute 2014 - Effective assessment...
SHU Center of Digital Learning's Summer Institute 2014 - Effective assessment...
 
Seizing the Agenda - Raising the ceiling | Moving teaching from good to great...
Seizing the Agenda - Raising the ceiling | Moving teaching from good to great...Seizing the Agenda - Raising the ceiling | Moving teaching from good to great...
Seizing the Agenda - Raising the ceiling | Moving teaching from good to great...
 
Flipping Pedagogy
Flipping PedagogyFlipping Pedagogy
Flipping Pedagogy
 
The human face of feedback
The human face of feedbackThe human face of feedback
The human face of feedback
 
BPS DARTP London
BPS DARTP London BPS DARTP London
BPS DARTP London
 
Ut students millenials learning preferences
Ut students millenials learning preferencesUt students millenials learning preferences
Ut students millenials learning preferences
 
Ev681 session3 planning
Ev681 session3 planningEv681 session3 planning
Ev681 session3 planning
 
Teacher collaboration in small schools
Teacher collaboration in small schoolsTeacher collaboration in small schools
Teacher collaboration in small schools
 
What Does an Inclusive Math Classroom Look Like?
What Does an Inclusive Math Classroom Look Like?What Does an Inclusive Math Classroom Look Like?
What Does an Inclusive Math Classroom Look Like?
 
Formative assessment
Formative assessmentFormative assessment
Formative assessment
 
Curriculum21 3&4
Curriculum21 3&4Curriculum21 3&4
Curriculum21 3&4
 
CMC3 Fall 2012 Give It All You Got V3
CMC3 Fall 2012 Give It All You Got V3CMC3 Fall 2012 Give It All You Got V3
CMC3 Fall 2012 Give It All You Got V3
 
Embedded formative assessment
Embedded formative assessmentEmbedded formative assessment
Embedded formative assessment
 
Curriculum
CurriculumCurriculum
Curriculum
 
Self Organised Learning Environments and the Sacrifice of Education to Qualif...
Self Organised Learning Environments and the Sacrifice of Education to Qualif...Self Organised Learning Environments and the Sacrifice of Education to Qualif...
Self Organised Learning Environments and the Sacrifice of Education to Qualif...
 
BBCHS Standards-Based Learning
BBCHS Standards-Based LearningBBCHS Standards-Based Learning
BBCHS Standards-Based Learning
 
World Education Summit 2013 -Creating Excellence in School Education
World Education Summit 2013 -Creating Excellence in School EducationWorld Education Summit 2013 -Creating Excellence in School Education
World Education Summit 2013 -Creating Excellence in School Education
 

En vedette (7)

Less marking more feedback
Less marking more feedbackLess marking more feedback
Less marking more feedback
 
Perception of causality
Perception of causalityPerception of causality
Perception of causality
 
What if everything you knew about curriculum design was wrong?
What if everything you knew about curriculum design was wrong?What if everything you knew about curriculum design was wrong?
What if everything you knew about curriculum design was wrong?
 
Clarify, probe, recommend questions
Clarify, probe, recommend questionsClarify, probe, recommend questions
Clarify, probe, recommend questions
 
GCE Sociology Revision (AQA)- Unit 1 Demography (4)
GCE Sociology Revision (AQA)- Unit 1 Demography (4)GCE Sociology Revision (AQA)- Unit 1 Demography (4)
GCE Sociology Revision (AQA)- Unit 1 Demography (4)
 
Instructional Design
Instructional DesignInstructional Design
Instructional Design
 
Instructional Design
Instructional DesignInstructional Design
Instructional Design
 

Similaire à ResearchED 2016 The Trouble with Transfer

PCK for High School Science, Introduction.pptx
PCK for High School Science, Introduction.pptxPCK for High School Science, Introduction.pptx
PCK for High School Science, Introduction.pptx
SERC at Carleton College
 
9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)
9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)
9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)
DrHelenBond
 
Background and Theory ISPs ISPs, wicked problems, dynamic problems.docx
Background and Theory ISPs ISPs, wicked problems, dynamic problems.docxBackground and Theory ISPs ISPs, wicked problems, dynamic problems.docx
Background and Theory ISPs ISPs, wicked problems, dynamic problems.docx
wilcockiris
 
summative notesAssessment and Grading in the Differentiated C.docx
summative notesAssessment and Grading in the Differentiated C.docxsummative notesAssessment and Grading in the Differentiated C.docx
summative notesAssessment and Grading in the Differentiated C.docx
deanmtaylor1545
 
Teaching with depth understanding webb’s depth of knowledge
Teaching with depth understanding  webb’s depth of knowledgeTeaching with depth understanding  webb’s depth of knowledge
Teaching with depth understanding webb’s depth of knowledge
Pontifical Catholic University
 

Similaire à ResearchED 2016 The Trouble with Transfer (20)

The challenge of cross-disciplinary STEM instruction
The challenge of cross-disciplinary STEM instructionThe challenge of cross-disciplinary STEM instruction
The challenge of cross-disciplinary STEM instruction
 
Productive Pedagogies
Productive PedagogiesProductive Pedagogies
Productive Pedagogies
 
Learning progressions
Learning progressionsLearning progressions
Learning progressions
 
PCK for High School Science, Introduction.pptx
PCK for High School Science, Introduction.pptxPCK for High School Science, Introduction.pptx
PCK for High School Science, Introduction.pptx
 
9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)
9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)
9 26-2011 content of ss, objectives, mi, pbl (rev 9-25-2011)
 
Chapter 1
Chapter 1Chapter 1
Chapter 1
 
3 Assessment of Knowledge-1.pdf
3 Assessment of Knowledge-1.pdf3 Assessment of Knowledge-1.pdf
3 Assessment of Knowledge-1.pdf
 
Chapter 1
Chapter 1Chapter 1
Chapter 1
 
Critical Thinking: Time for a New Theory?
Critical Thinking: Time for a New Theory?Critical Thinking: Time for a New Theory?
Critical Thinking: Time for a New Theory?
 
An Inquiry Into The Spontaneous Transfer Of Problem-Solving Skill
An Inquiry Into The Spontaneous Transfer Of Problem-Solving SkillAn Inquiry Into The Spontaneous Transfer Of Problem-Solving Skill
An Inquiry Into The Spontaneous Transfer Of Problem-Solving Skill
 
What every teacher should know about cognitive science
What every teacher should know about cognitive scienceWhat every teacher should know about cognitive science
What every teacher should know about cognitive science
 
Ecc2012 13 10
Ecc2012 13 10Ecc2012 13 10
Ecc2012 13 10
 
Guershon HAREL
Guershon HARELGuershon HAREL
Guershon HAREL
 
A Summary Of Research In Science Education 1987. Part 1
A Summary Of Research In Science Education   1987. Part 1A Summary Of Research In Science Education   1987. Part 1
A Summary Of Research In Science Education 1987. Part 1
 
Background and Theory ISPs ISPs, wicked problems, dynamic problems.docx
Background and Theory ISPs ISPs, wicked problems, dynamic problems.docxBackground and Theory ISPs ISPs, wicked problems, dynamic problems.docx
Background and Theory ISPs ISPs, wicked problems, dynamic problems.docx
 
CE-FE-1 Introduction to Stem and the K-12 Science Framework
CE-FE-1 Introduction to Stem and the K-12 Science FrameworkCE-FE-1 Introduction to Stem and the K-12 Science Framework
CE-FE-1 Introduction to Stem and the K-12 Science Framework
 
The 'Knowledge Turn' in the UK National Curriculum
The 'Knowledge Turn' in the UK National CurriculumThe 'Knowledge Turn' in the UK National Curriculum
The 'Knowledge Turn' in the UK National Curriculum
 
dbasse_072608.pdf
dbasse_072608.pdfdbasse_072608.pdf
dbasse_072608.pdf
 
summative notesAssessment and Grading in the Differentiated C.docx
summative notesAssessment and Grading in the Differentiated C.docxsummative notesAssessment and Grading in the Differentiated C.docx
summative notesAssessment and Grading in the Differentiated C.docx
 
Teaching with depth understanding webb’s depth of knowledge
Teaching with depth understanding  webb’s depth of knowledgeTeaching with depth understanding  webb’s depth of knowledge
Teaching with depth understanding webb’s depth of knowledge
 

Plus de David Didau

#LFE15 Learning is invisible
#LFE15 Learning is invisible#LFE15 Learning is invisible
#LFE15 Learning is invisible
David Didau
 
Tier 2 vocabulary
Tier 2 vocabularyTier 2 vocabulary
Tier 2 vocabulary
David Didau
 
David Didau ResearchED
David Didau ResearchEDDavid Didau ResearchED
David Didau ResearchED
David Didau
 
The Cult of Outstanding - Wellington 2014
The Cult of Outstanding - Wellington 2014The Cult of Outstanding - Wellington 2014
The Cult of Outstanding - Wellington 2014
David Didau
 
The Secret of Numeracy
The Secret of NumeracyThe Secret of Numeracy
The Secret of Numeracy
David Didau
 
Planning the story of english
Planning the story of englishPlanning the story of english
Planning the story of english
David Didau
 
Year 7 story of english
Year 7 story of englishYear 7 story of english
Year 7 story of english
David Didau
 
English Assessment grid
English Assessment grid  English Assessment grid
English Assessment grid
David Didau
 
Oldfield School's unpublished 2013 Section 8 report
Oldfield School's unpublished 2013 Section 8 reportOldfield School's unpublished 2013 Section 8 report
Oldfield School's unpublished 2013 Section 8 report
David Didau
 
Pedagoo London 2014
Pedagoo London 2014Pedagoo London 2014
Pedagoo London 2014
David Didau
 

Plus de David Didau (20)

Reading aloud
Reading aloudReading aloud
Reading aloud
 
How to Pay Attention
How to Pay AttentionHow to Pay Attention
How to Pay Attention
 
What if everything you know about mindsets and resilience is wrong?
What if everything you know about mindsets and resilience is wrong?What if everything you know about mindsets and resilience is wrong?
What if everything you know about mindsets and resilience is wrong?
 
Foxy Thinking - researchED 2015
Foxy Thinking - researchED 2015Foxy Thinking - researchED 2015
Foxy Thinking - researchED 2015
 
Feedback flowcharts
Feedback flowchartsFeedback flowcharts
Feedback flowcharts
 
researchED Slow Writing
researchED Slow WritingresearchED Slow Writing
researchED Slow Writing
 
#LFE15 Learning is invisible
#LFE15 Learning is invisible#LFE15 Learning is invisible
#LFE15 Learning is invisible
 
Tier 2 vocabulary
Tier 2 vocabularyTier 2 vocabulary
Tier 2 vocabulary
 
The Secret of Literacy: an idiot sheet created by @GnuBee
The Secret of Literacy: an idiot sheet created by @GnuBeeThe Secret of Literacy: an idiot sheet created by @GnuBee
The Secret of Literacy: an idiot sheet created by @GnuBee
 
David Didau ResearchED
David Didau ResearchEDDavid Didau ResearchED
David Didau ResearchED
 
The Cult of Outstanding - Wellington 2014
The Cult of Outstanding - Wellington 2014The Cult of Outstanding - Wellington 2014
The Cult of Outstanding - Wellington 2014
 
The Secret of Numeracy
The Secret of NumeracyThe Secret of Numeracy
The Secret of Numeracy
 
Getting Writing Right
Getting Writing RightGetting Writing Right
Getting Writing Right
 
Getting feedback right
Getting feedback rightGetting feedback right
Getting feedback right
 
Planning the story of english
Planning the story of englishPlanning the story of english
Planning the story of english
 
Year 7 story of english
Year 7 story of englishYear 7 story of english
Year 7 story of english
 
English Assessment grid
English Assessment grid  English Assessment grid
English Assessment grid
 
Oldfield School's unpublished 2013 Section 8 report
Oldfield School's unpublished 2013 Section 8 reportOldfield School's unpublished 2013 Section 8 report
Oldfield School's unpublished 2013 Section 8 report
 
Pedagoo London 2014
Pedagoo London 2014Pedagoo London 2014
Pedagoo London 2014
 
What if we stopped grading lessons?
What if we stopped grading lessons? What if we stopped grading lessons?
What if we stopped grading lessons?
 

Dernier

1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
QucHHunhnh
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
KarakKing
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
AnaAcapella
 

Dernier (20)

1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 

ResearchED 2016 The Trouble with Transfer

  • 1. The Trouble with Transfer How can we get students to transfer learning between contexts? David Didau R esearchED N at ional C onf erence 1 0 t h S e p t e m b e r 2 0 1 6
  • 2. A definition of learning Learning is: • the long-term retention of knowledge and skills and the ability to transfer between contexts Retention = durability Transfer = flexibility
  • 5. The trouble with transfer “Unfortunately, what we learn does not spontaneously or automatically generalise to new contexts and so teachers need to facilitate this process.” Didau & Rose, (2016: 62)
  • 6. A taxonomy of transfer Content: What is transferred? Learned skill procedure restoration Principle or heuristic Performance change speed accuracy approach Memory demands Execute only Recognise & execute Recall, recognise & execute Barnett & Ceci (2002)
  • 7. Context: When & where transferred from and to Barnett & Ceci (2002) Knowledge domain Mouse vs rat Biology vs botany Biology vs economics Science vs history Science vs art Physical context Same classroom Different classroom School vs research lab School vs home School vs beach Temporal context Same lesson Next day Weeks later Months later Years later Functional context Both clearly academic Both academic but one nonevaluative Academic vs filling in tax forms Academic vs informal questionnaire Academic vs at play Social context Both individual Individual vs pair Individual vs small group Individual vs large group Individual vs society Modality Both written MCQ vs essay Written test vs oral exam Lecture vs wine tasting Lecture vs wood carving Near Far
  • 8. Memory & context • What we remember is dependent on the context in which we learn and retrieve information Smith (1985) &Weingartner (1977) • Varying the conditions of encoding & retrieval weaken contextual cues Smith et al (1978) • But, transfer is still tricky without explicit prompting Woodridge et al (2014)
  • 9. How does learning transfer to new situations? • The transfer of knowledge or skills to a novel problem requires both knowledge of the problem’s context and a deep understanding of the problem’s underlying structure Deans for Impact The Science of Learning
  • 10. Experts vs Novices Two groups were given a series of physics problems to sort in any way they wished. • The novices sorted by surface features: on inclined planes, involves springs, falling objects • The experts sorted by deep structure: conservation of energy, kinematics, Newton’s second law Chi, Feltovich, Glaser (1981)
  • 11. 4. How does learning transfer to new situations? • The transfer of knowledge or skills to a novel problem requires both knowledge of the problem’s context and a deep understanding of the problem’s underlying structure • We understand new ideas via examples, but it’s often hard to see the unifying underlying concepts in different examples Deans for Impact The Science of Learning
  • 12. The Wason Card Test • Which card(s) must you turn over in order to test the claim that if a card shows a 3 on one side, then its opposite side will show the letter M? 3 N8 M
  • 13. Cheating (Cosmides & Tooby) • Which card(s) must you turn over to check that if someone is drinking alcohol, then they must be at least 18 years old? 16 Beer18 Cola
  • 14. Flexible vs inflexible knowledge “Knowledge is flexible when it can be accessed out of the context in which it was learned and applied in new contexts.” Dan Willingham
  • 15. What we need to know • Transfer can be facilitated by explicitly telling students that they will need to retrieve what they’re studying in a new context • Memory is context dependent – vary the conditions of learning to weaken dependencies • The more you know, the easier it is to transfer what you know • Examples & narratives help