UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Escaping the
Stagnation Sandpit
Kate Rutter | @katerutter | 2019.05.23
Building a Continuous Learning Team
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Hello!
@katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
…if you believe any of these
will impact your company
within the next 5 years:
• IoT • AI • Voice Assistants • Machine Learning •
• Crypto Currency • AR • VR • Drones • Chatbots •
• Biometrics • Gene Therapy • Blockchain • 

• CRISPr • 3D Printing • Robotics • 

• Spacial Computing •
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
…if you are actively
designing for (or with)
any of these technologies.
• IoT • AI • Voice Assistants • Machine Learning • 

• Crypto Currency • AR • VR • Drones • Chatbots •
• Biometrics • Gene Therapy • Blockchain • 

• CRISPr • 3D Printing • Robotics • 

• Spacial Computing •
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
…if you believe that
the job you are doing
today will be the
same in 5 years?
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
…if you have plans to
go back to school

to a program related

to your work.
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX work

is tied to the
tempo of digital
invention.
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
The rapid pace
of tech isn’t
slowing down
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
It’s hard to
keep skills

up-to-date.
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Coming of Age Digitally: MIT Sloan Management Review
Deloitte Digital 2018 Global Study, June 5, 2018
https://www2.deloitte.com/insights/us/en/focus/digital-maturity/coming-of-age-
digitally-learning-leadership-legacy.html
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Coming of Age Digitally: MIT Sloan Management Review
Deloitte Digital 2018 Global Study, June 5, 2018
https://www2.deloitte.com/insights/us/en/focus/digital-maturity/coming-of-age-
digitally-learning-leadership-legacy.html
“Individuals report needing to continually
develop their skills but say they get little to
no support from their organization to do so.”
“Many employees are also willing to do it
themselves, given the right support.”
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Seasoned
folks risk
getting stale.
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
“I’m so out of practice with the
hands-on design tools. I never did
learn Sketch properly. It’s like I
need a sabbatical to just catch up.”
~ Sr. Design manager

Huge tech company
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Newly educated
folks struggle to
get hired.
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Jeff Atwood, Stack Overflow & Stack Exchange: https://blog.codinghorror.com/the-years-of-experience-myth/
v
v
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
State of UX Design in 2019, UX Collective, https://trends.uxdesign.cc/
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Many jobs

we’ll hold

don’t exist yet.
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Ikea to hire 16,000 new employees by 2030, news.com.au, April 5, 2018
https://www.news.com.au/finance/work/careers/ikea-to-hire-16000-new-employees-by-2030/news-story/ca519209cb3ad80511a126ff88f26e19
v
v
v
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
We have a problem
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
We have an
opportunity
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
A way to learn

that actually

works for work.
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
school work
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
• UX Designer at Mercedes-Benz
Research & Development North
America, Inc.
• Product Designer at Lyft
• Player Lab Manager at Riot Games
• UX Design and Product Management at 

NASA's Jet Propulsion Laboratory
• Service Designer at Designit
• Co-Founder & CEO at Together10
• Product Designer, Asana
• Senior Product Designer at Grovo
• UX Designer at HotSchedules
• Product Designer at Teachable
• Experience Designer at Havas
• Senior Product Strategist at Invoke Co.
• Head of Product at Trafi
3 years later…
Jan 2014 - April 2015
• 15 months
• 12 cohorts
• 57 designers
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
A culture of
continuous
learning
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Continuous Learning
✓ Individually-directed and personal
✓ Peer-to peer, collective and social
✓ Learning partnerships
✓ Not a “one and done”…ongoing,
iterative and thrives on feedback
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
✓A map to

guide us
✓Simple steps for

immediate use
Framework
Practice
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
a map of how
learning works
Framework
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Four Stages

of Competence
image: https://en.wikipedia.org/wiki/Four_stages_of_competence
Noel Burch, 1970s
image: https://www.slideshare.net/KarenMartinGroup/the-improvement-professionals-evolving-
role-from-practitioner-to-facilitator-oto-coac/13-Dreyfus_Model_ofSkill_AcquisitionStuart_Hubert
Dreyfus Model of
Skills Acquisition
Stuart & Hubert Dreyfus, 1980s
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
via Perry, Belenky, Baxter-Magolda
with some Rutter viz interpretation
Du-Mu-Rel-Com
guide collaborate
Knowledge is
contextual & ethical
• Quest for evidence
• Gain personal experience
• Respectful debate
• Ability to reference evidence
• Evaluate new info in a 

nuanced way
• Apply, adapt & create new 

models of thinking
Knowledge can & must be
evaluated with evidence
BeliefsBehaviors
teach elicit
Knowledge = amassing 

piles of “right” facts
• Avoid ambiguity
• Focus on “right” answer
Knowledge = personal 

perspective on facts
• Opinionated discussion
• Search for “best” answer
• Acceptance of complexity
Duality Relativism Commitment
simplistic sophisticated
Multiplicity
Learning StagesPartner’sRole
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
via Perry, Belenky, Baxter-Magolda
with some Rutter viz interpretation
Du-Mu-Rel-Com
guide collaborate
Knowledge is
contextual & ethical
• Quest for evidence
• Gain personal experience
• Respectful debate
• Ability to reference evidence
• Evaluate new info in a 

nuanced way
• Apply, adapt & create new 

models of thinking
Knowledge can & must be
evaluated with evidence
BeliefsBehaviors
teach elicit
Knowledge = amassing 

piles of “right” facts
• Avoid ambiguity
• Focus on “right” answer
Knowledge = personal 

perspective on facts
• Opinionated discussion
• Search for “best” answer
• Acceptance of complexity
Duality Relativism Commitment
simplistic sophisticated
Multiplicity
Onramping
Contributing
Learning StagesPartner’sRole
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
guide collaborate
Knowledge is
contextual & ethical
• Quest for evidence
• Gain personal experience
• Respectful debate
• Ability to reference evidence
• Evaluate new info in a 

nuanced way
• Apply, adapt & create new 

models of thinking
Knowledge can & must be
evaluated with evidence
BeliefsBehaviors
teach elicit
Knowledge = amassing 

piles of “right” facts
• Avoid ambiguity
• Focus on “right” answer
Knowledge = personal 

perspective on facts
• Opinionated discussion
• Search for “best” answer
• Acceptance of complexity
Duality Relativism Commitment
simplistic sophisticated
Multiplicity
Partner’sRole
How fast can
we get here?
via Perry, Belenky, Baxter-Magolda
with some Rutter viz interpretationLearning Stages
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Partner’sRole
guide collaborate
Knowledge is
contextual & ethical
• Quest for evidence
• Gain personal experience
• Respectful debate
• Ability to reference evidence
• Evaluate new info in a 

nuanced way
• Apply, adapt & create new 

models of thinking
Knowledge can & must be
evaluated with evidence
BeliefsBehaviors
teach elicit
Knowledge = amassing 

piles of “right” facts
• Avoid ambiguity
• Focus on “right” answer
Knowledge = personal 

perspective on facts
• Opinionated discussion
• Search for “best” answer
• Acceptance of complexity
Duality Relativism Commitment
Learning Stages via Perry, Belenky, Baxter-Magolda
with some Rutter viz interpretation
simplistic sophisticated
Multiplicity
LISTEN &
EXPLORE
PERSPECTIVES
ASK “WHY”
& MAKE THINGS
TURN EVIDENCE
INTO
EXPERIENCE
REFLECT,
EVALUATE
& SHARE
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Du-Mu-Rel-Com:
Beliefs, behaviors
& roles
Framework
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
simple actions

we can start
today
Practice
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
3 steps to action
Set an intention1
Start simple2
Share progress3
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Learn List
Written list of learning
topics to pursue in 6
months-year. The more
specific the better.
✓ 2-4 concrete, specific
things you want to learn…
✓ …that will benefit you 

and your organization
✓ Generate solo; 

Share communally
✓ It’s so simple

it’s stupid
1] Set an intention
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Learn List
Written list of learning
topics to pursue in 6
months-year. The more
specific the better.
✓ 2-4 concrete, specific
things you want to learn…
✓ …that will benefit you 

and your organization
✓ Generate solo; 

Share communally
✓ It’s so simple

it’s stupid
1] Set an intention
wsd
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
OKRs
(Objectives & Key Results)

written to provide measurable
progress from deliberate
practice.
✓ Periodic, quantitative
measures of progress
✓ Personal vs Individual
vs team
✓ Set stretch goals
✓ Routinize achieving
objectives
1] Set an intention
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
“
I think of my personal OKR set
as a lucky rock in my pocket. 

I touch it over and over again,
to remind myself of my
dreams. But instead of
wishing, I plan. And I act.
~ Christina Wodtke
Author of Radical Focus
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
✓ Visualize the concepts
& connections
✓ Generate solo;

Use communally
✓ Iterate & enhance as
you learn
✓ Challenging!

but oh so interesting
Knowledge Map
A hand-drawn map or
concept diagram of your
current knowledge in a
focused area.
2] Start simple
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Knowledge Map
Practices
Teresa Brazen
@teresabrazen
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Knowledge Map
Practices
Teresa Brazen
@teresabrazen
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Knowledge Map
Practices
Teresa Brazen
@teresabrazen
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Deliberate Practice
Dedicated time…1 hour a
week…or as close as you
can get, for focused,
goal-oriented practice.
✓ Focus on specific
techniques or topics
(chunks)
✓ Daily (!) practice 

~1 hour a week
✓ Get continuous
feedback
2] Start simple
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
“
It’s not just a matter of
accumulating hours. If you’re
doing your job, and you’re
just doing more and more of
the same, you’re not actually
going to get better.
~ Anders Ericsson
Author of Peak
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
✓ 5-7 minute presentations,
held frequently
✓ New contributors share
expertise
✓ Whole team learns
something together
✓ Celebrate progress
Short talks about an idea,
insight or body of evidence.
Routinizes packaging and
sharing ideas.
Present
3] Share progress
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
✓ 5-7 minute presentations,
held frequently
✓ New contributors share
expertise
✓ Whole team learns
something together
✓ Celebrate progress
Short talks about an idea,
insight or body of evidence.
Routinizes packaging and
sharing ideas.
Present
3] Share progress
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
https://www2.deloitte.com/content/dam/Deloitte/global/Documents/HumanCapital/gx-cons-hc-learning-solutions-placemat.pdf
Googler-to-Googler
Karen May on how Googlers teach and learn
https://www.youtube.com/watch?v=nhD-rojP11M
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
✓ 1 hour over lunch
✓ Share what we’ve learned
✓ Hear from others outside
the company
✓ Exposure to new ideas
Brown Bags
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Publish
Articles, posts & talks on
what was learned and the
path to get there.
✓ Summarize learning in

a reflective way
✓ Publish early,

publish often
✓ 

Internal blogs

LinkedIn
3] Share progress
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
v
v
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Learn List
Knowledge Map
OKRs
Deliberate Practice
Publish
Present
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
How can you
use these
tools for
continuous
learning?
1) Write down 2-4 things…
2) …that benefit your career and your
company. The more concrete the better.
3) Share it with someone at the break!
In the next 6 months…
What do you want to learn?
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
UX Lisbon 2019 | Escaping the Stagnation Sandpit | @katerutter
Kate Rutter
@katerutter
http://intelleto.com
Thanks!
Swearing, drinking & UX…give it a listen!
http://bit.ly/whatiswrongwithux
References
Sand Image: https://www.flickr.com/photos/azarius/237129691/ (creative commons license)
Tradecraft: http://tradecraft.com/
Mindset - The New Psychology of Success, by Carol Dweck : 

https://www.amazon.com/Mindset-Psychology-Carol-S-Dweck/dp/0345472322
Four Stages of Competence: https://en.wikipedia.org/wiki/Four_stages_of_competence
Dreyfus Model of Skills Acquisition: https://en.wikipedia.org/wiki/Dreyfus_model_of_skill_acquisition
How Learning Works

https://www.amazon.com/How-Learning-Works-Research-Based-Principles/dp/0470484101
Tools and Methods to Learn, Navigate, & Make a Name for Yourself in the User Experience Design
Landscape by Teresa Brazen: 

https://www.slideshare.net/teresabrazen/tools-methods-to-learn-the-ux-landscape
Peak - Secrets from the New Science of Expertise: 

https://www.amazon.com/Peak-Secrets-New-Science-Expertise/dp/1531864880
Deliberate Practice: https://en.wikipedia.org/wiki/Practice_(learning_method)#Deliberate_practice
Radical Focus by Christina Wodtke: http://eleganthack.com/radical-focus-is-here/
OKRs: http://felipecastro.com/en/okr/what-is-okr/

https://en.wikipedia.org/wiki/OKR

https://www.atiim.com/google-okr-objectives-key-results-video-transcript/
The Texting Tea Pot by Dan Saffer: https://medium.com/@odannyboy/the-texting-tea-pot-5b33d2c9f726
Resources
Continuous Learning
https://www.getadministrate.com/blog/how-to-help-employees-embrace-continuous-learning/
Learning Models & Theory
How Learning Works - 7 Research-based Principles for Smart Teaching 

by Susan A. Ambrose, Michael W. Bridges, Michele DiPietro, Marsha C. Lovett, Marie K. Norman
Pragmatic Thinking and Learning - Refactor Your Wetware by Andy Hunt
OKRs
Radical Focus by Christina Wodtke: http://eleganthack.com/the-art-of-the-okr/
https://medium.com/@cwodtke/personal-okrs-three-years-later-7616e60574a4
Deliberate Practice
Peak by Anders Ericsson and Robert Pool
https://medium.com/the-crossover-cast/deliberate-practice-learn-like-an-expert-cc3114b8a10e
Other interesting things
The Startup of You by Reid Hoffman and Ben Casnova

Escaping the Stagnation Sandpit: Building a Continuous Learning Team [UX Lisbon 2019]

  • 1.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Escaping the Stagnation Sandpit Kate Rutter | @katerutter | 2019.05.23 Building a Continuous Learning Team
  • 2.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Hello! @katerutter
  • 3.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter …if you believe any of these will impact your company within the next 5 years: • IoT • AI • Voice Assistants • Machine Learning • • Crypto Currency • AR • VR • Drones • Chatbots • • Biometrics • Gene Therapy • Blockchain • 
 • CRISPr • 3D Printing • Robotics • 
 • Spacial Computing •
  • 4.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter …if you are actively designing for (or with) any of these technologies. • IoT • AI • Voice Assistants • Machine Learning • 
 • Crypto Currency • AR • VR • Drones • Chatbots • • Biometrics • Gene Therapy • Blockchain • 
 • CRISPr • 3D Printing • Robotics • 
 • Spacial Computing •
  • 5.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter …if you believe that the job you are doing today will be the same in 5 years?
  • 6.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter …if you have plans to go back to school
 to a program related
 to your work.
  • 7.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter UX work
 is tied to the tempo of digital invention.
  • 8.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter The rapid pace of tech isn’t slowing down
  • 9.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter It’s hard to keep skills
 up-to-date.
  • 10.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Coming of Age Digitally: MIT Sloan Management Review Deloitte Digital 2018 Global Study, June 5, 2018 https://www2.deloitte.com/insights/us/en/focus/digital-maturity/coming-of-age- digitally-learning-leadership-legacy.html
  • 11.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Coming of Age Digitally: MIT Sloan Management Review Deloitte Digital 2018 Global Study, June 5, 2018 https://www2.deloitte.com/insights/us/en/focus/digital-maturity/coming-of-age- digitally-learning-leadership-legacy.html “Individuals report needing to continually develop their skills but say they get little to no support from their organization to do so.” “Many employees are also willing to do it themselves, given the right support.”
  • 12.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Seasoned folks risk getting stale.
  • 13.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter “I’m so out of practice with the hands-on design tools. I never did learn Sketch properly. It’s like I need a sabbatical to just catch up.” ~ Sr. Design manager
 Huge tech company
  • 14.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Newly educated folks struggle to get hired.
  • 15.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Jeff Atwood, Stack Overflow & Stack Exchange: https://blog.codinghorror.com/the-years-of-experience-myth/ v v
  • 16.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter State of UX Design in 2019, UX Collective, https://trends.uxdesign.cc/
  • 17.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Many jobs
 we’ll hold
 don’t exist yet.
  • 18.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Ikea to hire 16,000 new employees by 2030, news.com.au, April 5, 2018 https://www.news.com.au/finance/work/careers/ikea-to-hire-16000-new-employees-by-2030/news-story/ca519209cb3ad80511a126ff88f26e19 v v v
  • 19.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter We have a problem
  • 20.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter We have an opportunity
  • 21.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter A way to learn
 that actually
 works for work.
  • 22.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter school work
  • 23.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 24.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 25.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 26.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 27.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 28.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter • UX Designer at Mercedes-Benz Research & Development North America, Inc. • Product Designer at Lyft • Player Lab Manager at Riot Games • UX Design and Product Management at 
 NASA's Jet Propulsion Laboratory • Service Designer at Designit • Co-Founder & CEO at Together10 • Product Designer, Asana • Senior Product Designer at Grovo • UX Designer at HotSchedules • Product Designer at Teachable • Experience Designer at Havas • Senior Product Strategist at Invoke Co. • Head of Product at Trafi 3 years later… Jan 2014 - April 2015 • 15 months • 12 cohorts • 57 designers
  • 29.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter A culture of continuous learning
  • 30.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Continuous Learning ✓ Individually-directed and personal ✓ Peer-to peer, collective and social ✓ Learning partnerships ✓ Not a “one and done”…ongoing, iterative and thrives on feedback
  • 31.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter ✓A map to
 guide us ✓Simple steps for
 immediate use Framework Practice
  • 32.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter a map of how learning works Framework
  • 33.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Four Stages
 of Competence image: https://en.wikipedia.org/wiki/Four_stages_of_competence Noel Burch, 1970s image: https://www.slideshare.net/KarenMartinGroup/the-improvement-professionals-evolving- role-from-practitioner-to-facilitator-oto-coac/13-Dreyfus_Model_ofSkill_AcquisitionStuart_Hubert Dreyfus Model of Skills Acquisition Stuart & Hubert Dreyfus, 1980s
  • 34.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 35.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter via Perry, Belenky, Baxter-Magolda with some Rutter viz interpretation Du-Mu-Rel-Com guide collaborate Knowledge is contextual & ethical • Quest for evidence • Gain personal experience • Respectful debate • Ability to reference evidence • Evaluate new info in a 
 nuanced way • Apply, adapt & create new 
 models of thinking Knowledge can & must be evaluated with evidence BeliefsBehaviors teach elicit Knowledge = amassing 
 piles of “right” facts • Avoid ambiguity • Focus on “right” answer Knowledge = personal 
 perspective on facts • Opinionated discussion • Search for “best” answer • Acceptance of complexity Duality Relativism Commitment simplistic sophisticated Multiplicity Learning StagesPartner’sRole
  • 36.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter via Perry, Belenky, Baxter-Magolda with some Rutter viz interpretation Du-Mu-Rel-Com guide collaborate Knowledge is contextual & ethical • Quest for evidence • Gain personal experience • Respectful debate • Ability to reference evidence • Evaluate new info in a 
 nuanced way • Apply, adapt & create new 
 models of thinking Knowledge can & must be evaluated with evidence BeliefsBehaviors teach elicit Knowledge = amassing 
 piles of “right” facts • Avoid ambiguity • Focus on “right” answer Knowledge = personal 
 perspective on facts • Opinionated discussion • Search for “best” answer • Acceptance of complexity Duality Relativism Commitment simplistic sophisticated Multiplicity Onramping Contributing Learning StagesPartner’sRole
  • 37.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter guide collaborate Knowledge is contextual & ethical • Quest for evidence • Gain personal experience • Respectful debate • Ability to reference evidence • Evaluate new info in a 
 nuanced way • Apply, adapt & create new 
 models of thinking Knowledge can & must be evaluated with evidence BeliefsBehaviors teach elicit Knowledge = amassing 
 piles of “right” facts • Avoid ambiguity • Focus on “right” answer Knowledge = personal 
 perspective on facts • Opinionated discussion • Search for “best” answer • Acceptance of complexity Duality Relativism Commitment simplistic sophisticated Multiplicity Partner’sRole How fast can we get here? via Perry, Belenky, Baxter-Magolda with some Rutter viz interpretationLearning Stages
  • 38.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Partner’sRole guide collaborate Knowledge is contextual & ethical • Quest for evidence • Gain personal experience • Respectful debate • Ability to reference evidence • Evaluate new info in a 
 nuanced way • Apply, adapt & create new 
 models of thinking Knowledge can & must be evaluated with evidence BeliefsBehaviors teach elicit Knowledge = amassing 
 piles of “right” facts • Avoid ambiguity • Focus on “right” answer Knowledge = personal 
 perspective on facts • Opinionated discussion • Search for “best” answer • Acceptance of complexity Duality Relativism Commitment Learning Stages via Perry, Belenky, Baxter-Magolda with some Rutter viz interpretation simplistic sophisticated Multiplicity LISTEN & EXPLORE PERSPECTIVES ASK “WHY” & MAKE THINGS TURN EVIDENCE INTO EXPERIENCE REFLECT, EVALUATE & SHARE
  • 39.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Du-Mu-Rel-Com: Beliefs, behaviors & roles Framework
  • 40.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter simple actions
 we can start today Practice
  • 41.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter 3 steps to action Set an intention1 Start simple2 Share progress3
  • 42.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Learn List Written list of learning topics to pursue in 6 months-year. The more specific the better. ✓ 2-4 concrete, specific things you want to learn… ✓ …that will benefit you 
 and your organization ✓ Generate solo; 
 Share communally ✓ It’s so simple
 it’s stupid 1] Set an intention
  • 43.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Learn List Written list of learning topics to pursue in 6 months-year. The more specific the better. ✓ 2-4 concrete, specific things you want to learn… ✓ …that will benefit you 
 and your organization ✓ Generate solo; 
 Share communally ✓ It’s so simple
 it’s stupid 1] Set an intention wsd
  • 44.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter OKRs (Objectives & Key Results)
 written to provide measurable progress from deliberate practice. ✓ Periodic, quantitative measures of progress ✓ Personal vs Individual vs team ✓ Set stretch goals ✓ Routinize achieving objectives 1] Set an intention
  • 45.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter “ I think of my personal OKR set as a lucky rock in my pocket. 
 I touch it over and over again, to remind myself of my dreams. But instead of wishing, I plan. And I act. ~ Christina Wodtke Author of Radical Focus
  • 46.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter ✓ Visualize the concepts & connections ✓ Generate solo;
 Use communally ✓ Iterate & enhance as you learn ✓ Challenging!
 but oh so interesting Knowledge Map A hand-drawn map or concept diagram of your current knowledge in a focused area. 2] Start simple
  • 47.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Knowledge Map Practices Teresa Brazen @teresabrazen
  • 48.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Knowledge Map Practices Teresa Brazen @teresabrazen
  • 49.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Knowledge Map Practices Teresa Brazen @teresabrazen
  • 50.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Deliberate Practice Dedicated time…1 hour a week…or as close as you can get, for focused, goal-oriented practice. ✓ Focus on specific techniques or topics (chunks) ✓ Daily (!) practice 
 ~1 hour a week ✓ Get continuous feedback 2] Start simple
  • 51.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter “ It’s not just a matter of accumulating hours. If you’re doing your job, and you’re just doing more and more of the same, you’re not actually going to get better. ~ Anders Ericsson Author of Peak
  • 52.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter ✓ 5-7 minute presentations, held frequently ✓ New contributors share expertise ✓ Whole team learns something together ✓ Celebrate progress Short talks about an idea, insight or body of evidence. Routinizes packaging and sharing ideas. Present 3] Share progress
  • 53.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter ✓ 5-7 minute presentations, held frequently ✓ New contributors share expertise ✓ Whole team learns something together ✓ Celebrate progress Short talks about an idea, insight or body of evidence. Routinizes packaging and sharing ideas. Present 3] Share progress
  • 54.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter https://www2.deloitte.com/content/dam/Deloitte/global/Documents/HumanCapital/gx-cons-hc-learning-solutions-placemat.pdf Googler-to-Googler Karen May on how Googlers teach and learn https://www.youtube.com/watch?v=nhD-rojP11M
  • 55.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter ✓ 1 hour over lunch ✓ Share what we’ve learned ✓ Hear from others outside the company ✓ Exposure to new ideas Brown Bags
  • 56.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Publish Articles, posts & talks on what was learned and the path to get there. ✓ Summarize learning in
 a reflective way ✓ Publish early,
 publish often ✓ 
 Internal blogs
 LinkedIn 3] Share progress
  • 57.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 58.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter v v
  • 59.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Learn List Knowledge Map OKRs Deliberate Practice Publish Present
  • 60.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter How can you use these tools for continuous learning?
  • 61.
    1) Write down2-4 things… 2) …that benefit your career and your company. The more concrete the better. 3) Share it with someone at the break! In the next 6 months… What do you want to learn?
  • 62.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter
  • 63.
    UX Lisbon 2019| Escaping the Stagnation Sandpit | @katerutter Kate Rutter @katerutter http://intelleto.com Thanks! Swearing, drinking & UX…give it a listen! http://bit.ly/whatiswrongwithux
  • 64.
    References Sand Image: https://www.flickr.com/photos/azarius/237129691/(creative commons license) Tradecraft: http://tradecraft.com/ Mindset - The New Psychology of Success, by Carol Dweck : 
 https://www.amazon.com/Mindset-Psychology-Carol-S-Dweck/dp/0345472322 Four Stages of Competence: https://en.wikipedia.org/wiki/Four_stages_of_competence Dreyfus Model of Skills Acquisition: https://en.wikipedia.org/wiki/Dreyfus_model_of_skill_acquisition How Learning Works
 https://www.amazon.com/How-Learning-Works-Research-Based-Principles/dp/0470484101 Tools and Methods to Learn, Navigate, & Make a Name for Yourself in the User Experience Design Landscape by Teresa Brazen: 
 https://www.slideshare.net/teresabrazen/tools-methods-to-learn-the-ux-landscape Peak - Secrets from the New Science of Expertise: 
 https://www.amazon.com/Peak-Secrets-New-Science-Expertise/dp/1531864880 Deliberate Practice: https://en.wikipedia.org/wiki/Practice_(learning_method)#Deliberate_practice Radical Focus by Christina Wodtke: http://eleganthack.com/radical-focus-is-here/ OKRs: http://felipecastro.com/en/okr/what-is-okr/
 https://en.wikipedia.org/wiki/OKR
 https://www.atiim.com/google-okr-objectives-key-results-video-transcript/ The Texting Tea Pot by Dan Saffer: https://medium.com/@odannyboy/the-texting-tea-pot-5b33d2c9f726
  • 65.
    Resources Continuous Learning https://www.getadministrate.com/blog/how-to-help-employees-embrace-continuous-learning/ Learning Models& Theory How Learning Works - 7 Research-based Principles for Smart Teaching 
 by Susan A. Ambrose, Michael W. Bridges, Michele DiPietro, Marsha C. Lovett, Marie K. Norman Pragmatic Thinking and Learning - Refactor Your Wetware by Andy Hunt OKRs Radical Focus by Christina Wodtke: http://eleganthack.com/the-art-of-the-okr/ https://medium.com/@cwodtke/personal-okrs-three-years-later-7616e60574a4 Deliberate Practice Peak by Anders Ericsson and Robert Pool https://medium.com/the-crossover-cast/deliberate-practice-learn-like-an-expert-cc3114b8a10e Other interesting things The Startup of You by Reid Hoffman and Ben Casnova