Design Signatures:
A journey from design expertise
to design awareness
Cynthia J. Atman, Ph.D.
Mitchell T. & Lella Blanche Bowie Endowed Chair
Director, Center for Engineering Learning & Teaching
Professor, Human Centered Design & Engineering University of Washington
Pronouns: she/her
Distinguished Lecture sponsored by the DEED & ERM Divisions
American Society of Engineering Education Conference
June 24, 2024
Special thanks to Jennifer Turns, partner in crime since 1998.
This work was supported by the Mark & Carolyn Guidry Foundation, the Mitchell T. and Lella Blanche Bowie Endowment and the Center for Engineering Learning & Teaching at the University of Washington. It includes a review of work funded by National Science Foundation grants 9358516, 9714459, 9872498, 012554, 0227558, and 0354453. Many thanks to Jennifer Turns, Eileen Zhang, Yuliana Flores, Rene Capella & Susannah Howe for their help with iterations of this talk.
Design Signatures:
A journey from design expertise to design awareness
Design Signatures:
A journey from design expertise to design awareness
Thinking forward to the engineer of 2040
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Altman, A., Krauss, G.G., Lande, M., Atman, C.J., & Turns, J. (2018). The Key Ideas of MDW X: A Summary. International Journal of Engineering Education, 34 (2B), 549-557.
In 2040, the engineering graduate who wants to “X”
...might need to know “Y”
...and could learn it through “Z”
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handle conflict
perspective
take a digital vacation
mentoring
In 2040, the engineering graduate who wants to “X”
...might need to know “Y”
...and could learn it through “Z”
8
handle conflict
perspective
take a digital vacation
mentoring
Engineering is...
…design under constraint.
(William Wulf, U.S. National Academy of Engineering President,1998)
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In 2040, the engineering graduate who wants to “X”
...might need to know “Y”
...and could learn it through “Z”
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handle conflict
perspective
take a digital vacation
mentoring
Ambiguity
Something we expect our students to engage with
What about ourselves?
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“Dance with ambiguity” in our work as educators
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“We live our lives forwards, and understand it backwards” (Kierkegaard)
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Suggested listening prompt
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The Blank Signature, Magritte
“Magritte Moments”
My journey of ambiguous edges
“You should think about getting a PhD, we need people like you teaching at the university level”
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My journey of ambiguous edges
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My journey of ambiguous edges
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Learning & teaching design: A wicked problem
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Photo by Jess Bailey, UX Indonesia, Daniel McCullough, Katie Rosario on Unsplash
Design Signatures:
A journey from design expertise to design awareness
Design Signatures:
A journey from design expertise to design awareness
Goal: deeply understand the doing of engineering design
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Setting the stage
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Many Collaborators
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Collaborators, co-authors, and research team members include Robin Adams, Arif Ahmer, Shiva Anem, Brad Arneson, Reid Bailey, Grace Barar, Theresa Barker, Nicole Batrouny, Maria Buan, Emma Bulojewski, Mary Besterfield-Sacre, Jim Blair, Carie Bodle, Laura Bogusch, Jim Borgford-Parnell, Karen Bursic, Ryan Campbell, René Capella, Monica Cardella, Soomin Chang, Justin Chimka, Dharma Dailey, Kate Deibel, Yuliana Flores, Zach Goist, Brian Hayes, Susannah Howe, Melissa Jones, Khadijah Jordan, Aaron Joya, Allison Kang, Deborah Kilgore, Daria Kotys-Schwartz, Kristina Krause, Vipin Kumar, Micah Lande, Alex Lew, Terri Lovins, Stefanie Lozito, Janet McDonnell, Kenya Mejia, Annegrete Mølhave, Andrew Morozov, Susan Mosborg, Carie Mullins, Heather Nachtmann, Wai Ho Ng, Krina Patel, Eli Patten, Will Richey, Eddie Rhone, Axel Roesler, Wendy Roldan, Jason Saleem, Giovanna Scalone, Kathryn Shroyer, Elvia Sierra-Badillo, Shaunte Smith, Roy Sunarso, Rylie Sweem, Steve Tanimoto, Jennifer Turns, Hannah Twigg-Smith, Cheryl Wang, Nicole Washington, Ken Yasuhara, Jordan Yoon-Buck, Mark Zachry, Eileen Zhang…
…and over 75 additional undergraduate students
Examining Design Expertise: Corpus of Data
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Examining Design Expertise: Playground Problem
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Defining Design: Design activity codes
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(Identification of a Need) Problem Definition Information Gathering
Generation of Ideas
Modeling
Feasibility analysis Evaluation
Decision
Communication (Implementation)
7 Engineering Design Textbooks
Content Analysis
Experimental setting
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How we scored the playground quality?
Three elements to the score (⅓, ⅓, ⅓)
Design process timelines
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PD: | Problem Definition | FEAS: | Feasibility Analysis |
GATH: | Gathering Information | EVAL: | Evaluation |
GEN: | Generating Ideas | DEC: | Decision Making |
MOD: | Modeling | COM: | Communication |
Design timeline representations
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PD: | Problem Definition | FEAS: | Feasibility Analysis |
GATH: | Gathering Information | EVAL: | Evaluation |
GEN: | Generating Ideas | DEC: | Decision Making |
MOD: | Modeling | COM: | Communication |
“Hmmm, do you have a list of materials?”
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PD: | Problem Definition | GEN: | Generating Ideas | FEAS: | Feasibility Analysis | DEC: | Decision Making |
GATH: | Gathering Information | MOD | Modeling | EVAL: | Evaluation | COM: | Communication |
Design process research findings
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1Atman, Chimka, Bursic, & Nachtmann, 1999
2Adams, 2001
(Atman, Adams, Cardella, Turns, Mosborg, & Saleem, 2007)
Adding in the experts
Similar patterns found:
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Timelines as canvas for research results
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Moving towards more experienced design behaviors
Moving towards more experienced design behaviors
Moving towards more experienced design behaviors
Timelines as canvas: music
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Design Soundtracks
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Design Soundtracks
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More experience, more complex processes
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(Figure from “Design Timelines: Concrete & Sticky Representations of Design Process Expertise”,
Design Studies, Nov, 2019)
For more information
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Expert/Student Comparison
Atman, C.J., Adams, R. S., Cardella, M. E., Turns, J., Mosborg, S., and Saleem, J. J. (2007). “Engineering Design Processes: A Comparison of Students and Expert Practitioners.” Journal of Engineering Education, 96(4), 359-379.
Domain expertise analysis
Scalone, G., Atman, C., Mejia, K., Twigg-Smith, H., Shroyer, K., Joya, A. (2020). Dealing with Ambiguity: Leveraging Different Types of Expertise to Guide Design Questioning. International Journal of Engineering Education, Vol. 36, No. 2, pp. 773–795, 2020.
Synthesis across the body of work
Scalone, G., Atman, C., Mejia, K., Twigg-Smith, H., Shroyer, K., Joya, A. (2020). Dealing with Ambiguity: Leveraging Different Types of Expertise to Guide Design Questioning. International Journal of Engineering Education, Vol. 36, No. 2, pp. 773–795, 2020.
So much more, but pivoting to next chapter…
1Atman, et al. 1999; 2Scalone, et al., 2020; 3 Raju 2024
“Magritte Moment”
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The Blank Signature, Magritte
A pause to connect with your ambiguous edge
once you see a timeline…
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…you see them everywhere…
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…you see them everywhere…
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Design Signatures:
A journey from design expertise to design awareness
Community/Leadership Experiences
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Center for the Advancement of Engineering Education
(CAEE), 2003-10, Director & PI
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Final Report: Enabling Engineering Student Success
Cynthia J. Atman, Sheri D. Sheppard, Jennifer Turns, Robin S. Adams, Lorraine N. Fleming, Reed Stevens, Ruth A. Streveler, Karl A. Smith, Ronald L. Miller, Larry J. Leifer, Ken Yasuhara, and Dennis Lund
Engineering Education
Pioneers, 2013-2017
Atman, Turns, Yasuhara, co-PIs
Interviewers: Emerging pioneers aka Graduate student & Early career educator
Gina Adam, Chelsea Andrews, Adam Carberry, Mel Chua, Alexandra Coso, Stephanie Cutler, Dara R. Fisher, Scottie-Beth Fleming, Todd France, Stacie L. Gregory, Timothy H. Hellickson, Geoffrey Herman, Wayne J. Hilson, Jr., Stefany Y. Holguin, James Huff, Rachel Louis Kajfez, Micah Lande, Jeremi London, Aisha Mahmood, Joel Alejandro Mejia, Rachel McCord, Mary McCormick, Libby Osgood, James Pembridge, Matthew W. Priddy, Gurlovleen Kaur Rathore, Rebecca M. Reck, Beth Rieken, Kevin B. Roth, Janille Smith-Colin, Mallory Squier, Angela Minichiello, Scott C. Streiner, Xiaofeng Tang, Lauren D. Thomas, Natascha Trellinger, Janet Y. Tsai
Interviewees: Pioneers
Robin Adams, Cynthia J. Atman, Stephanie G. Adams, Mary Anderson-Rowland, Rebecca Brent, John Cowan, Richard S. Culver, Denny C. Davis, Russell K. Dean, Clive L. Dym, Lyle D. Feisel, Richard Felder, Cindy Finelli, Norman Fortenberry, Duncan Fraser, Eli Fromm, Lawrence P. Grayson, Roger Hadgraft, John Heywood, Leah H. Jamieson, Edwin C. Jones, Jr., Susan Kemnitzer, Anette Kolmos, John C. Lindenlaub, Thomas A. Litzinger, Jack R. Lohmann, Louis A. Martin-Vega, Susan S. Metz, Lueny Morell, Barbara M. Olds, Michael J. Pavelich, Percy A. Pierre, John W. Prados, David F. Radcliffem, Larry Richards, James Rowland, Sheri Sheppard, Karl A. Smith, James E. Stice, Ruth A. Streveler, Jennifer Turns, Wallace S. Venable, David R. Voltmer, Philip C. Wankat, Bevlee A. Watford, Karan L. Watson, Charles F. Yokomoto
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Consortium to Promote Reflection in Engineering Education (CPREE) 2014-18
Turns & Atman, co-PIs
CPREE Staff
Lauren D. Thomas, Brook Sattler, Lesley Pfeifer , Ahmer Arif,
Mania Orand, Kathryn Shroyer
Arizona State University – Adam Carberry, Kristine Csavina
Bellevue College – Frank Lee, Sonya Doucette
California Polytechnic State University – Trevor Harding
Clarkson University – John C. Moosbrugger
Georgia Institute of Technology – Caroline Noyes, Ruth Poproski
Green River College - Jeff McCauley, Janet Ash
Highline College - Richard Bankhead
Rose-Hulman Institute of Technology - Patrick Cunningham
Seattle Central College - Rebecca Hartzler
Seattle University - Phillip Thompson
Stanford University - Sheri Sheppard
University of Washington - Ken Yasuhara
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Humor helped me get through….
I was installing netting on a deck with cable ties on beach vacation to keep our 2 year old safe. Our 5 year old picked up one of the cable ties and pointed it at me:
Abby: “This is a magic wand.”
Cindy: “Ah, I feel all the stress leaving me,
and I am calm.”
Abby: “No, you are a frog.”
Where did the scholarship go?
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1Atman, C. J., Yasuhara, K., & Kilgore, D. (2014)
Design Signatures:
A journey from design expertise to design awareness
So now what?: A new ambiguous edge
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Broad design teaching landscape in engineering education
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Photos from UW GIX program
How design can be explained
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Pahl and Bietz, Engineering Design: A Systematic Approach, 1999
Sources: “How Do You Design: A Compendium of Models (Dubberly); Stanford d.school design model, Hexagon model, accessed 1/24/23, Node/arrow model, accessed 3/10/21; Double Diamond Model, British Design Council, 2005; Socially Engaged Design Process Model, University of Michigan, accessed 1/24/23
Google search “Design process models”: 949,000,000 (6/29/23)
Recalling…
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“All models are wrong, some are useful”
~ George Box
Concrete & Sticky: Affordances of timelines
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PD: | Problem Definition |
GATH: | Gathering Information |
GEN: | Generating Ideas |
MOD: FEAS: EVAL: DEC: COM: | Modeling Feasibility Evaluation Decision Communication |
Abstract concepts made visible
Concrete & Sticky: Teaching with timelines
(ME student)
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“Super valuable! Much more compelling to see real data, detail, makes me believe, instead of tuning out “prescribed” info, can’t trust how they derived it b/c don’t know. Spend another day in our class talking about this research, please!”
(Mechanical engineering student)
Concrete & Sticky: Teaching with timelines
(CE student)
“Realizing that taking your time is important, realizing that higher quality designs gather data and define the problem more thoroughly BEFORE modelling which is SO COOL to see as statistically relevant because now I can PROVE to people that understanding the problem FIRST is crucial for success.” (CE student)
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Teaching with timelines: Student reactions
Translating research into practice
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(Mølhave, McDonnell, & Atman, 2011; McDonnell & Atman, 2015; Schon, D. A. (1968). The reflective practitioner. New York.)
Back to the beginning…leaning into ambiguity…
Teaching design - three slices
Design Signatures:
A journey from design expertise to design awareness
Take a moment and sign your name
Signatures can vary according to function … and across time
Affordances of “signatures”
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Timelines as canvas:
…design traces…design signatures
Design Signatures can vary according to function
Design signatures as organizing principle
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Design signatures as organizing principle
➜ Do you have an aspirational design signature?
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Next steps
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Design Signatures in the Wild
Reid Bailey
Eli Patten
Micah Lande
Susannah Howe
Making invisible design processes visible
Types of design activities
Data collection methods
What kinds of short-term design projects?
balloon-powered cars
marshmallow challenge
solar shade
soccer goal
newspaper tower
Oreo tower
Making the invisible visible:
Bubble sheets & Google forms
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Inspired by DEED “Design Fishbowl” Workshop, presented by Alan Chong and Jason Foster at the 2011 ASEE Annual Conference and Exposition, Vancouver, B.C., June 2011
Spreadsheets
Capturing Design Signatures:
Design Signatures Web-based App
Jordan Yoon-Buck
Shiva Anem
Grace Barar
Khadijah Jordan
Rylie Sweem
Nicole Washington
Kathryn Shroyer
Design Signatures Web-based App
Synchronous tracking Asynchronous tracking
(shorter projects) (longer projects)
Design Signatures App: Input your own model
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12 minute design challenge: Student user-researchers code design team
Semester-long design project
First-year students
Reid Bailey, University of Virginia, May 2023
Design signatures as boundary objects
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Design signatures: Student responses
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It was a great reminder to reflect on the process instead of blindly going through it.
Design Signatures in the Wild on the road
“Magritte Moment”
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The Blank Signature, Magritte
A pause to connect with your ambiguous edge
Design Signatures:
A journey from design expertise to design awareness
The landscape of design
Crowdsourcing breadth: Good Designers Do “X”
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Good Designers do “X” contributors
- Robin Adams, Purdue University
- Cindy Atman, University of Washington
- Reid Bailey, University of Virginia
- Adam Carberry, Arizona State University
- Nigel Cross, Emeritus, The Open University, England
- Dharma Dailey, University of Washington
- Shanna Daly, University of Michigan
- Andy Dong, Oregon State University
- Liz Gerber, Northwestern University
- John Gero, UNC, Charlotte
- Gabi Goldschmidt, Technion - Israel Institute of Technology
- David Hendry, University of Washington
- Susannah Howe, Smith College
- Micah Lande, South Dakota School of Mines
- Peter Lloyd, T U Delft, Netherlands
- Janet McDonnell, Emerita, Central Saint Martins, England
- Laura Murphy, University of Michigan
- Eli Patten, University of Washington
- Ben Shneiderman, University of Maryland
- Sheri Sheppard, Stanford University
- Lauren Thomas Quigley, IBM Research
- Jennifer Turns, University of Washington
Good Designers do “X”: Sample responses
Exploring Good Designers do “X” statements
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Good Designers do “X”in the classroom
Good Designers do “X”: Student representations
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Good Designers do “X”: Student representations
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Good Designers do “X”: Student reflections
Use a picture, diagram, or other representation that captures something significant about your learning today
Design Signatures:
A journey from design expertise to design awareness
The landscape of design
Dear Design seminar: Postcards of design processes
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.Grace Barar, Yuliana Flores, Khadijah Jordan, Kathryn Shroyer
Lupi, G., & Posavec, S. (2016).
Dear data. Chronicle books.
Learning research principles I use in my teaching
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1) Bransford, J. D., Brown, A. L., & Cocking, R. R. (2000). How people learn (Vol. 11). Washington, DC: National academy press; 2) Ambrose, S. A., Bridges, M. W., DiPietro, M., Lovett, M. C., & Norman, M. K. (2010). How learning works: Seven research-based principles for smart teaching. John Wiley & Sons.; 3) Felder, R. M., & Brent, R. (2016). Teaching and learning STEM: A practical guide. John Wiley & Sons.; 4) National Academies of Sciences, Engineering, and Medicine. (2018). How people learn II: Learners, contexts, and cultures. National Academies Press.
Seminar design principles
(motivation matters, knowledge networks)
(honor prior conceptions, transfer)
(active learning, knowledge networks, goal-directed practice, transfer)
(learning is a social endeavor)
(metacognition, self-directed learner)
(motivation matters, time on task, self-directed learner)
Ambrose et al., Bransford et al.
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Bransford, J. D., Brown, A. L., & Cocking, R. R. (2000). How people learn (Vol. 11). Washington, DC: National academy press. Ambrose, S. A., Bridges, M. W., DiPietro, M., Lovett, M. C., & Norman, M. K. (2010). How learning works: Seven research-based principles for smart teaching. John Wiley & Sons.; National Academies of Sciences, Engineering, and Medicine. (2018). How people learn II: Learners, contexts, and cultures. National Academies Press.
Dear Design Seminar topics by week
Week | Nuts & Bolts | Design Process Models | Broader Design Context |
1 | | | What counts as design? |
2 | | Coding design activities | |
3 | Capturing design | | |
4 | Representing design | | |
5 | | | “Design awareness” questions |
6 | | Many design models | |
7 | | Design expertise research | |
8 | | | Good designers do “X” |
9 | | | Aspirational design signatures |
One student’s journey across the 9 weeks
Eileen Zhang
Dear Design Seminar
Aspirational Design Signatures
Inspired by “Dear Data” project: Lupi, G., & Posavec, S. (2016). Dear data. Chronicle books.
Website
Grace Barar, Yuliana Flores, Eileen Zhang
Design Signatures website
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Dear Design: Design Awareness Questions
TIME
CHALLENGES
INTENTIONALITY
EMOTION & MOTIVATION
Design Signatures:
A journey from design expertise to design awareness
Ongoing work…
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Ending with the students’ take:
What is design awareness?
~Khadijah Jordan
~ Nicole Washington
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“Magritte Moment”
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The Blank Signature, Magritte
A pause to connect with your ambiguous edge
“Good designers don’t fall in love with their own ideas”
~Sheri Sheppard
Design Signatures:
A journey from design expertise to design awareness
Back to the journey…
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We live our lives forwards,
and understand them backwards (Kierkegaard)
Back to the journey…
…uh oh…
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Back to the journey: Detours? Side paths?
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Back to the journey: What counts?
Back to the journey: Representations matter
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Back to the journey…the path less taken…
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My name is [anonymous], I'm a Sophomore at WVU in Industrial Engineering. I just wanted to thank you once again for coming. I felt that when you were presenting what you had found and were explaining it in a way that had shown more than just numbers.. You were talking to me!
I've been talking to my friends (who didn't go) explaining to them how this is related to life and how we need to look at everything from several perspectives in order to get the most out of whatever you want to do. After about 20 minutes of explanation it seems they realize I'm crazy and move on with their day. But I think I really understand what your results say on numerous levels.
It's not that people avoid the path less taken but rather they don't even see the path less taken.
With that being said I appreciate you sharing your wisdom and wish you the best of luck!
[anonymous]
PS: I was the kid with red hair sitting in the front who talked to you after the lecture.
(received October 29, 2013)
What questions come up for you?
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atman@uw.edu