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A DESIGN THINKING APPROACH
TO LEARNING TO CODE
Nate Cooper
• WORDPRESS SINCE 2005, HTML SINCE 1997
• SIMPLE LABS, FOUNDER (WP CONSULTANCY)
• TEACH WP & FRONT END: SVA, GA, 92Y
• PRESENTATIONS AT AMAZON, APPLE, SXSW
• BUILD YOUR OWN WEBSITE COMIC BOOK
• FOUNDER REBOOT
Design Thinking!
Empathize Define Ideate Prototype Test
Solving problems
using design methodology
Gather Organize Visualize
Brain-based
What is design thinking?
Cognitive psychology + Behavioral economics
Step 1: Know your self
Try softer
Some imperfect models of the brain
Split Brain experiments
Triune Brain theory
Dual System hypothesis
Visual processing is faster than thought
John Snow’s map
Of cholera cases
Around Broad Street
London, 1854
John Snow’s map
Of cholera cases
Around Broad Street
London, 1854
Step 2: Tackle problems you can solve
Difficult but Solvable
can mean a lot of different things
Apache
MySQL
PHP
Rails
node.js
Joomla
Wordpress
Drupal
HTML/CSS/JS
Text Editor
Sublime
Dreamweaver
Javascript
Flash
Browser
Front End Back End
Server
Client
Production machine
Are you able to
correctly set up
the problem?
Step 3: Tracking progress
Focusing
Facilitation
FOCUSING FACILITATION
“I am your resentment,
and I am here to tell you
that you are underappreciated.”
1. Clear a space.
2. Get hold of a feeling.
3. Apply labels.
4. Test the label or labels.
5. Ask for meaning.
6. Receive the meaning, feel a shift.
FOCUSING : The six steps
Facilitation turns experiences and feelings into goals and steps
Metal Models
‘Understanding’ means building
(working) mental models to make
accurate predictions.
Behavioral economics
Step 4: Understanding false positives
Behavioral Economics Takeaways
Behavioral Economics Takeaways
Without an explicit point of comparison, people use one unconsciously.
We overweight small risks
while underweighting large ones.
Behavioral Economics Takeaways
We accept too much
risk
to avoid a loss
Behavioral Economics Takeaways
Behavioral Economics Takeaways
We exaggerate
differences in a paired
comparison
Step 5: Reward progress
10 Growth Mindset Statements
What can I say to myself?
Instead of: Try thinking:
I’m not good at this.
I’m awesome at this.
I give up.
This is too hard.
I can’t make this any better.
I just can’t do Math.
I made a mistake.
She’s so smart. I will never be that smart.
It’s good enough.
Plan “A” didn’t work.
What am I missing?
I’m on the right track.
I’ll use some of the strategies we’ve learned.
This may take some time and effort.
I can always improve so I’ll keep trying.
I’m going to train my brain in Math.
Mistakes help me to learn better.
I’m going to figure out how she does it.
is it really my best work?
Good thing the alphabet has 25 more letters!
Flow
“The state in which people are so involved
in an activity that nothing else seems to
matter; the experience itself is so
enjoyable that people will do it even at
great cost, for the sheer sake of doing it.”
“If you find yourself asking yourself (and your
friends), "Am I really a writer? Am I really an
artist?" chances are you are. The counterfeit
innovator is wildly self-confident. The real one
is scared to death.”
― Steven Pressfield, The War of Art: Break
Through the Blocks & Win Your Inner Creative
Battles
Design thinking for Learning

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Design thinking for Learning

Notas del editor

  1. Using design methods to solve problems: gathering, organizing & visualizing information to generate new ideas and solve problems creatively.
  2. When solving problems, we use our brains in the wrong ways. Design thinking methods work with our brains rather than against them.
  3. Sometimes looking is preferable to thinking.
  4. https://www.interaction-design.org/literature/article/three-common-models-of-the-brain-to-help-you-develop-better-user-experiences The word egg shown to the right hemisphere. The subject will choose an egg from behind a screen. “It’s what I had for breakfast.”
  5. The bottom part deals with the four F’s. When it’s really ‘on,’ the higher layers are somewhat impotent. The mammal layer adds more learning, but it’s very automatic. Social emotions enter in. The top adds more social nuance, language, reasoning. Visual processing is way in the back. It’s close to the control over our bodies. https://www.interaction-design.org/literature/article/three-common-models-of-the-brain-to-help-you-develop-better-user-experiences
  6. Daniel Kahneman Thinking Fast and Slow evolutionarily: old vs. new • pattern recognition vs. error-detection • confirms vs. disconfirms • fast vs. slow • huge capacity vs. limited capacity • error -prone vs. rigorous • not introspectable vs. introspectable • not calorie-dependent vs. highly calorie-dependent
  7. https://www1.udel.edu/johnmack/frec682/cholera/cholera2.html
  8. You’re thinking too hard. Try softer. Easy does it. Use your eyes.
  9. Goldiloxing
  10. trivial: at least one solution that’s not difficult, complicated, or expensive. wicked: different definitions of the problem, every ‘solution’ has some fatal flaw
  11. Scales size: small complexity: low definition: problem is clearly defined... discreteness: bounded... solutions: exist & are not expensive, complex or difficult... uniqueness: common…dime-a-dozen stopping rule: short term...
  12. Scales size:vast complexity: very high [definition:no agreed definition] discreteness: borders on many other problems solutions: no agreement…may not exist identity: unique stopping rule: no clear end
  13. Scales size: small...vast complexity: low...high...NOT very high [definition: clearly defined...MAYBE NOT no agreed definition] discreteness: bounded...fuzzy...borders on many other problems solutions: exist but are flawed...expensive, complex or difficult...no agreement… uniqueness: …familiar but different...type...unique elements stopping rule:...disagreement vs. never being done….
  14. Frontend/backend, Databases, Clients, servers, HTML/CSS
  15. Difference between experts and beginners is more instances of the problem
  16. Difference between experts and beginners is more instances of the problem
  17. Error detection as seeing things towards the next move.
  18. Focusing
  19. Agile development/Scrum, Hackathons
  20. NYC APPS MEETUP 2359, Women in Tech, New York Android Developers 3,745, NYTECH MEETUP 52,019, WORDPRESS MEETUP 5,536
  21. $5000 - $10000 “We have a part-time program for $1500”
  22. model/diagram...crystal ball Poor problem-solving implies having a faulty mental model--one that can’t be used to ‘calculate’ or make accurate predictions.
  23. Behavioral economics shows that human reasoning is ‘bounded’ and biased.
  24. We misjudge values (among others risks and rewards, losses and gains), but introducing comparisons often reduces these misjudgments.
  25. We use unconscious reference levels. Without an explicit point of comparison, people use one unconsciously. Introducing an explicit one eliminates this effect (but can introduce others). http://www.advancedwebranking.com/blog/eight-proven-pricing-strategies-guarantee-conversions/
  26. We overweight small risks while underweighting large ones.
  27. We avoid risk to achieve a positive gain but accept too much risk to avoid a loss. Stay on with a client because we’ve already done so much.
  28. vs. in separate estimations.We exaggerate differences in a paired comparison
  29. Solving a problem often involves reframing it or redefining it.
  30. Carol S. Dweck, Ph.D., is one of the world’s leading researchers in the field of motivation and is the Lewis and Virginia Eaton Professor of Psychology at Stanford University. She has held professorships at Columbia and Harvard Universities.
  31. Take a moment to ask yourself which approach you take to this
  32. Focusing
  33. Alain De Botton, Wayfinding Academy in Portland