New Transformative Learning in Design Research: The Story Behind … · 2016. 6. 25. · Sagy, O.,...

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Transformative Learning in Design Research: The Story Behind the Scenes

Yael Kali

Transformative Learning in Design Research: The Story Behind the Scenes

Yael Kali

Plato in his academy 4th century B.C. (Carl Wahlbom 1879)

Designing transformative learning experiences: Long history

Plato in his academy 4th century B.C. (Carl Wahlbom 1879)

Current learning TEL environmentse.g., Slotta’s ENCORE lab

Designing transformative learning experiences: Long history

(Students)(Researchers & teachers)

Unplanned transformative learning experiencesamong those who conduct design research

(Researchers & teachers)

Outcomes of design research(Students’ transformations;

Rational means of exploration)

Process of design research(Researchers & teachers’ Transformative learning)

Outcomes of design research(Students’ transformations;

Rational means of exploration)

The methodological Journey

Transfor-

mationSolution

The methodological Journey

Transfor-

mationSolution

Transformative learning among

researchers – inherent to design research

Exploring the mechanism and sharing is crucial

for our field

INTR

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• Introduction• Design Researchers’ Transformative Learning (DRTL):

An initial framework

In this talk:

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• Introduction• Design Researchers’ Transformative Learning (DRTL):

An initial framework• Reflections on two case-studies using DRTL lenses

In this talk:

INTR

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• Introduction• Design Researchers’ Transformative Learning (DRTL):

An initial framework• Reflections on two case-studies using DRTL lenses• Sharing DRTL stories: Opportunities and challenges for the

Learning Sciences

In this talk:

INTR

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FRAMEWORK

DRTLDesign Researchers’ Transformative Learning

INTR

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Transformative learning

Transformative learning = a change in ways of thinking / frameworks for understanding the world and for acting in it

Transformative learning is for the learner what Kuhn's (1962) paradigmatic shift is for a scientific community

INTR

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Transformative learning process

Transformative learning

Existing framework for understanding the

world

New framework for understanding

the world

INTR

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Transformative learning process

Existing framework for understanding the

world

New framework for understanding

the world

Physics

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Transformative learning process

Existing framework for understanding the

world

New framework for understanding

the world

Transformative learning process

Existing framework for understanding

learning

New framework for understanding

learning

DRTL

Physics

INTR

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Existing framework for understanding

learning

New framework for understanding

learning

• Blending analytical and creative mindsets in DR (McKenney & Reeves, 2012)

Combining different kinds of knowledge and knowing (e.g., Markauskaite and

Goodyear, 2016)

• Boundary crossing withinteacher-researcher partnerships in DR (e.g., Akkerman & Buinning, 2016; Penuel et al., 2015)

Boundary crossing

(e.g., Akkerman & Bakker, 2012)

DRTL

INTR

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Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

Boundary Crossing

The Design Researchers’ Transformative Learning (DRTL) framework:

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

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LUSIO

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Existing framework for understanding

learning

New framework for understanding

learningBoundary Crossing

Analytical

Creative

DRTL

The Design Researchers’ Transformative Learning (DRTL) framework:

INTR

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AM

EWO

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Boundary Crossing

Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

The Design Researchers’ Transformative Learning (DRTL) framework: Good design researchers are able to blend analytical and creative mindsets, shifting fluidly between rational, empirically driven reasoning and creative innovation…

(McKenney 2016, p. 166)

INTR

OFR

AM

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Blending analytical and creative mindsets in design research

Generic model for conducting design research in education, in McKenney, S., & Reeves, T. C. (2012). Conducting educational design research. Routledge.

INTR

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EWO

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NSGeneric model for conducting design research in education, in

McKenney, S., & Reeves, T. C. (2012). Conducting educational design research. Routledge.

Blending analytical and creative mindsets in design research

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

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Blending analytical and creative mindsets in design research

Generic model for conducting design research in education, in McKenney, S., & Reeves, T. C. (2012). Conducting educational design research. Routledge.

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NS

Boundary Crossing

Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

The Design Researchers’ Transformative Learning (DRTL) framework:

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NS

Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

Boundary Crossing

The Design Researchers’ Transformative Learning (DRTL) framework:

INTR

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LUSIO

NSCollins, A. (1990). Toward a design science of education. New York: Center for Technology in Education, Bank Street

College. Retrieved from http://cct2.edc.org/ccthome/reports/tr1.html

Boundary Crossing within teacher-researcher partnerships

INTR

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Teacher–researcher partnerships in design research

Model based on studies such as:• Wagner, J. (1997). The unavoidable intervention of educational research: A framework for reconsidering researcher-practitioner

cooperation. Educational researcher, 26(7), 13-22.• McKenney, S. (2016). Researcher–practitioner collaboration in educational design research: Processes, roles, values, and expectations. In M. A.

Evans, M. J. Packer and K. Sawyer (Eds.), Reflections of the learning sciences: Current perspectives in social and behavioral sciences (pp. 155-188). NY: Cambridge.

Boundary Crossing within teacher-researcher partnerships

Planningenactment

Enacting designed

environment

Reflecting on

enactment

Making design

decisionsProblematizing

Collecting data

Analyzing data

Reporting research

outcomes

INTR

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RTRTT R

Teacher–researcher partnerships in design research

Boundary Crossing within teacher-researcher partnerships

CollaborativeCooperative

Degree of Collaboration

Res

po

nsi

bili

ty

DR Practices DR Practices DR Practices

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CollaborativeCooperative

RTRT

Data extraction agreement Clinical partnership

Boundary Crossing within teacher-researcher partnerships

Wagner, J. (1997). The unavoidable intervention of educational research: A framework for reconsidering researcher-practitioner cooperation. Educational researcher, 26(7), 13-22.

Co-learning agreement

RT

Design Based Implementation Research (DBIR)e.g., Fishman et al (2013); Penuel et al (2013), Cobb et al (2013)

INTR

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RTRT

Boundary Crossing within teacher-researcher partnerships

RT

CollaborativeCooperative

Boundary crossing processes occur when people from different communities of practice interact with each other, and experience what the practices of the other profession entail. As a result, they may change their own understandings and practices.

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AM

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Learning Mechanisms

Identification

Coordination

Reflection

Transformation

Learning mechanisms in the “boundary crossing” literature

Akkerman, S. F. ., & Bakker, A. (2011). Boundary Crossing and Boundary Objects. Review of Educational Research, 81(2), 132–169.

Boundary Crossing within teacher-researcher partnerships

INTR

OFR

AM

EWO

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Learning Mechanisms

Identification

Coordination

Reflection

Transformation

Learning mechanisms in the “boundary crossing” literature

Akkerman, S. F. ., & Bakker, A. (2011). Boundary Crossing and Boundary Objects. Review of Educational Research, 81(2), 132–169.

Boundary Crossing within teacher-researcher partnerships

People change their existing practices or develop new practices at the boundary between the two communities of practice

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NSAkkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School

Partnership. Journal of the Learning Sciences, XXX 1-45.

Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

Boundary Crossing within teacher-researcher partnerships

Boundary crossing at multiple levels

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NSAkkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School

Partnership. Journal of the Learning Sciences, XXX 1-45.

Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

Boundary Crossing within teacher-researcher partnerships

Boundary crossing at multiple levels

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NSAkkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School

Partnership. Journal of the Learning Sciences, XXX 1-45.

Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

Boundary Crossing within teacher-researcher partnerships

Boundary crossing at multiple levels

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NSAkkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School

Partnership. Journal of the Learning Sciences, XXX 1-45.

Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

Boundary Crossing within teacher-researcher partnerships

Boundary crossing at multiple levels

Transformation

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NS

Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

Boundary Crossing

The Design Researchers’ Transformative Learning (DRTL) framework:

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NS

CASE 1

DRTL via blending analytical and creative mindsets

INTR

OFR

AM

EWO

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CA

SE1C

ASE 2

CO

NC

LUSIO

NS

Transfor-

mationSolution

The methodological Journey

INTR

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AM

EWO

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CA

SE1C

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CO

NC

LUSIO

NS

INTR

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AM

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CA

SE1C

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CO

NC

LUSIO

NS

INTR

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NC

LUSIO

NS

Told story

Sagy, O., Kali, Y., Tsaushu, M. & Tal, T., (2016). The culture of learning continuum: Promoting internal values in higher education. Studies in Higher Education.

INTR

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AM

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LUSIO

NSSagy, O., Kali, Y., Tsaushu, M. & Tal, T., (2016). The culture of learning continuum: Promoting internal values in higher

education. Studies in Higher Education.

Told story

INTR

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Level 1 Intervention Level 3 Intervention

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• Within each level: Use of website Learning outcomes (understanding, retention, attitudes)

• Between levels: Improvement in learning outcomes

The story behind the scenes

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• First assumption was refuted

• Within each level: Use of website Learning outcomes (understanding, retention, attitudes)

• Between levels: Improvement in learning outcomes

The story behind the scenes

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• First assumption was refuted

• What were the processes that supported learning?

• How can we measure them?

• Within each level: Use of website Learning outcomes (understanding, retention, attitudes)

• Between levels: Improvement in learning outcomes

The story behind the scenes

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• Gap between the values that guided students in their learning process, and instructors’ perceptions about these values

The story behind the scenes

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• Gap between the values that guided students in their learning process, and instructors’ perceptions about these values

• Change focus to culture of learning

The story behind the scenes

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Findings using the Culture of Learning Continuum framework

Sagy, O., Kali, Y., Tsaushu, M. & Tal, T., (2016). The culture of learning continuum: Promoting internal values in higher education. Studies in Higher Education.

Told story

Students were more likely to:• Seek personal growth,• Appreciate formative nature of assessment • Make efforts to learn• Negotiate meaning with peers• Seek ownership of learning

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Internal Values External Values

Told story Findings using the Culture of Learning Continuum framework

Gap between students’ learning culture (calculated) , and instructors’ perceptions of a typical student learning culture

Sagy, O., Kali, Y. (2013). Learning and teaching cultures in higher education: The role of technology in turning the vicious cycle into a virtuous One. Proceedings of the 8th Chais conference on instructional technologies research, 2013. (pp. 75-82). Raanana: The Open University.

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Analysis of case 1 in terms of blending analytical and creative mindsets

Generic model for conducting design research in education, in McKenney, S., & Reeves, T. C. (2012). Conducting educational design research. Routledge.

INTR

OFR

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InventorTaskDetective

Is open to be surprisedFrame the inquiryBuilds tight lenses

Eval

uat

ion

Seizes unplanned opportunities

Collect the dataExecutes a plan

Questions why this is soAnalyze the findingsDeduces and induces

Asks what ifConsiders processesJudges what was

Ref

lect

ion

Connects to other ideasConsiders findingsAscertains meaning

INTR

OFR

AM

EWO

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CA

SE1C

ASE 2

CO

NC

LUSIO

NS

InventorTaskDetective

Is open to be surprisedFrame the inquiryBuilds tight lenses

Eval

uat

ion

Seizes unplanned opportunities

Collect the dataExecutes a plan

Questions why this is soAnalyze the dataDeduces and induces

Asks what ifConsiders processesJudges what was

Ref

lect

ion

Connects to other ideasConsiders findingsAscertains meaning

Examples of analytical and creative perspectives during evaluation and reflection (adapted from McKenney & Reeves, 2012).

INTR

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InventorTaskDetective

Is open to be surprisedFrame the inquiryBuilds tight lenses

Eval

uat

ion

Seizes unplanned opportunities

Collect the dataExecutes a plan

Questions why this is soAnalyze the findingsDeduces and induces

Asks what ifConsiders processesJudges what was

Ref

lect

ion

Connects to other ideasConsiders findingsAscertains meaning

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NS

InventorTaskDetective

Is open to be surprisedFrame the inquiryBuilds tight lenses

Eval

uat

ion

Seizes unplanned opportunities

Collect the dataExecutes a plan

Questions why this is soAnalyze the findingsDeduces and induces

Asks what ifConsiders processesJudges what was

Ref

lect

ion

Connects to other ideasConsiders findingsAscertains meaning

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NS

InventorTaskDetective

Is open to be surprisedFrame the inquiryBuilds tight lenses

Eval

uat

ion

Seizes unplanned opportunities

Collect the dataExecutes a plan

Questions why this is soAnalyze the findingsDeduces and induces

Asks what ifConsiders processesJudges what was

Ref

lect

ion

Connects to other ideasConsiders findingsAscertains meaning

INTR

OFR

AM

EWO

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CA

SE1C

ASE 2

CO

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LUSIO

NS

CASE 1:DRTL via blending analytical and creative mindsets

Boundary Crossing

Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

INTR

OFR

AM

EWO

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CA

SE1C

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CO

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LUSIO

NS

CASE 2

DRTL via boundary crossing within teacher-research partnerships

INTR

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LUSIO

NS

Co

gnit

ive

app

ren

tice

ship

p

has

eM

od

elin

gC

oac

hin

gFa

din

g

Co

llin

s, B

row

n,

& N

ewm

an (

19

89

)

Shamir, T., Dayan, Y., & Kali, Y. (2009). Assimilating online technologies into school culture. Interdisciplinary Journal of E-Learning and Learning Objects, 5, 307-334.

Told story

INTR

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• 3 iterations X 1-year program • Focus on teacher professional

development (teachers as designers)• Comparison of pre-post artifacts

The story behind the scenes

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• 3 iterations X 1-year program • Focus on teacher learning

(teachers as designers) through analyzing artifacts

• Change to 3 year program• Dynamic ecology: Varied participation

The story behind the scenes

INTR

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AM

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• 3 iterations X 1-year program • Focus on teacher learning

(teachers as designers) through analyzing artifacts

• Change to 3 year program• Dynamic ecology: Varied participation

• Whose learning to analyze?• WHAT IS DATA AND WHAT IS NOISE?

The story behind the scenes

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NSShamir, T., Dayan, Y., & Kali, Y. (2009). Assimilating online technologies into school culture. Interdisciplinary

Journal of E-Learning and Learning Objects, 5, 307-334.

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

Added Valueof the

Technology

RequiredLevel ofThinking

MakingContents

Accessible

Scaffoldingfor RichArtifacts

PeerLearning

EmbeddedAssessment

First in-depth activity Final in-depth activity

Co

mb

ined

qu

alit

y an

d in

dep

end

ence

ind

ex

Told story

INTR

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• The unit of analysis should be the school rather than the teacher

The story behind the scenes

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0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

Ac

tivit

y I

nd

ex

School A

School B

School C

Shamir, T., Dayan, Y., & Kali, Y. (2009). Assimilating online technologies into school culture. Interdisciplinary Journal of E-Learning and Learning Objects, 5, 307-334.

Year 1 Year 2 Year 3 One year after

Told story

INTR

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RT

CollaborativeCooperative

RTRT

INTR

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LUSIO

NS

RT

CollaborativeCooperative

RTRT

INTR

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SE1C

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NC

LUSIO

NS

RT

CollaborativeCooperative

RTRT

INTR

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RT

CollaborativeCooperative

RTRT

• Techers more involved in planning intervention, and evaluation•Researchers more involved in

redefining school policies and practices

INTR

OFR

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LUSIO

NS

Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

T R

Analysis based on: Akkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School Partnership. Journal of the Learning Sciences, XXX 1-45.

INTR

OFR

AM

EWO

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CA

SE1C

ASE 2

CO

NC

LUSIO

NS

Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

Analysis based on: Akkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School Partnership. Journal of the Learning Sciences, XXX 1-45.

• Teachers began to acknowledge new pedagogical approach

• Researchers began to take into account local affordances and constraints

• Team decides to change intervention

INTR

OFR

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LUSIO

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Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

Analysis based on: Akkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School Partnership. Journal of the Learning Sciences, XXX 1-45.

• New shared practice: Revising the professional development program

INTR

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Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

T R

Analysis based on: Akkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School Partnership. Journal of the Learning Sciences, XXX 1-45.

• School vision and criteria for use of technology developed

INTR

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Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

T R

Analysis based on: Akkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School Partnership. Journal of the Learning Sciences, XXX 1-45.

• Researchers: Revise research focus• Teachers: Adopt pedagogical approaches

INTR

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AM

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RK

CA

SE1C

ASE 2

CO

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LUSIO

NS

Learning Mechanisms Institutional Level Interpersonal Level Intrapersonal Level

Identification

Coordination

Reflection

Transformation

T R

Analysis based on: Akkerman, S., & Bruining, T. (2016). Multilevel Boundary Crossing in a Professional Development School Partnership. Journal of the Learning Sciences, XXX 1-45.

INTR

OFR

AM

EWO

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CA

SE1C

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CASE 2 DRTL via boundary crossing within teacher-research partnerships

Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

Boundary Crossing

INTR

OFR

AM

EWO

RK

CA

SE1C

ASE 2

CO

NC

LUSIO

NS

CONCLUSIONS

Sharing DRTL studies: Opportunities and challenges for the Learning Sciences

Transfor-

mationSolution

…the book provides the reader with … unpublished material that lays out…

issues... that Cobb has confronted in his work, that… required theoretical and methodological shifts… and provides insight into how he has achieved the

shifts … (from book cover)

Documenting design decisions and rationales is one way for the field to

produce an “argumentative grammar” for design-based

research... Ours is but one example of such a case study; many more are

needed to develop such a grammar for design-based research. (p. 87)

Penuel, W. R., Confrey, J., Maloney, A., & Rupp, A. A. (2014). Design decisions in developing learning trajectories–based assessments in mathematics: A case study. Journal of the Learning Sciences, 23(1), 47-95.

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McKenney & Reeves (2012); McKenney (2016)

Maturing Intervention

Theoretical Understanding

Implementation and Spread

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DRTL as a third focus in design research

Based on McKenney & Reeves (2012) and McKenney (2016)

Maturing Intervention

Theoretical Understanding

Implementation and Spread

DRTL

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Existing framework for understanding

learning

New framework for understanding

learning

Analytical

Creative

DRTL

Boundary Crossing

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learning

New framework for understanding

learning

“Such (design) deliberations, (rather than the ultimate design rationale), are rarely reported, and are rarely embodied in the final designed artifact or its documentation. Thus, much design knowledge is lost.”

Tabak & Radisky “Editors note”, 2014

Analytical

Creative

DRTL

Boundary Crossing

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Existing framework for understanding

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New framework for understanding

learning

Analytical

Creative

DRTL

Boundary Crossing

The Design Researchers’ Transformative Learning (DRTL) framework:

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• Process & outcomes: Careful balancing of spotlights on stage and behind the scenes of design research

DRTL studies cannot be standalone reports

• Establish alternative forms of publication (e.g., allow reprinted material)

Unsuitable forms of publication

• Publish only DRTL studies on earlier published peer-reviewed DR studies

Quality assurance

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AcknowledgmentsThis keynote presentation was a transformative learning experience for me. I have beenvery lucky to have wonderful colleagues, friends and students who walked with me duringdifferent parts of the journey as I put this talk together. I’d like to especially thank AnnaSfard, Susan McKenney, Lina Markauskaite, Marcia Linn, Chris Hoadley, Iris Tabak,the TEL-Design and COOL-CONNECTIONS research groups, and my colleagues at theUniversity of Haifa Faculty of Education.

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