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Developing Expertise - collegeclassroom.ucsd.edu
The College Classroom
Meeting 2: Developing Expertise
January 12 and 14, 2016
Unless otherwise noted, content is licensed under
a Creative CommonsAttribution- 3.0 License.
Peter Newbury
Center for EngagedTeaching, UC San Diego
pnewbury@ucsd.edu
collegeclassroom.ucsd.edu
Key Finding 2
How People Learn - collegeclassroom.ucsd.edu3
To develop competence in an area, students must:
a) have a deep foundation of factual knowledge,
b) understand facts and ideas in the context of a
conceptual framework, and
c) organize knowledge in ways that facilitate
retrieval and application.
(How People Learn,p 16.)
How People Learn - collegeclassroom.ucsd.edu4
How People Learn - collegeclassroom.ucsd.edu5
knowledge
framework
retrieval
How People Learn - collegeclassroom.ucsd.edu6
knowledge
framework
retrieval
7
knowledge
framework
retrieval
How People Learn - collegeclassroom.ucsd.edu
Colvin: Deliberate practice [2]
Developing Expertise - collegeclassroom.ucsd.edu8
 activity that’s explicitly intended to improve
performance
 that reaches for objectives just beyond one’s level of
competence
 provides feedback on results
 involves high levels of repetition
How many of these do you think
are “deliberate practice”?
Developing Expertise - collegeclassroom.ucsd.edu9
 writing 30 minutes per day
 running 5 miles a day, 5 days per week
 playing the guitar for an hour after school each day
 after moving to a new country, learning the language by
interacting with locals
A) 1 of them
B) 2
C) 3
D) all 4 of them
Expertise Development
10 Developing Expertise - collegeclassroom.ucsd.edu
EricClapton(Imagebyyummifruitbaton
WikimediacommonsCCBYSA
SerenaWilliams(ImagebyCarine06onflickrCC)
ChrisHadfield(Image:NASA)
10,000 hours of deliberate practice:
 4 hrs / day for 12 years
 3 hrs / day for 16 years
Developing Expertise - collegeclassroom.ucsd.edu11
There’s something about this that bothers me:
A 5-foot-tall NBA star? Huh?
1. If it’s bothering me, it’s probably bothering some of my
students (or it should be!)
2. Maybe one of my students has a solution or explanation?
Their diversity is an asset!
3. How can I stimulate a conversation for everyone in
the classroom rather than the few who will raise
their hands?
What do you think?
With 10,000 hours of deliberate practice, a 5-ft tall man
can play basketball in the NBA.
A) true
B) false
12 Developing Expertise - collegeclassroom.ucsd.edu
Availability of resources & opportunities?
Certainly some important traits are partly inherited, such as
physical size and particular measures of intelligence, but those
influence what a person doesn’t do more than what he does;a five-
footer will never be an NFL lineman, and a seven-footer will never
be an Olympic gymnast.
Geoffrey Colvin [2]
13 Developing Expertise - collegeclassroom.ucsd.edu
Intelligence is grown
Developing Expertise - collegeclassroom.ucsd.edu14
Dr.Anders Ericcson – Florida State Univ.
 Studies development of expertise (sports figures,
pianists, chess players).[3] Expertise is not an innate
trait, it is developed through
 Long duration (10,000 hours)
 Daily (4 hours a day)
 Deliberate Practice
Dr. Carol Dweck – Stanford
 Convincing people to adopt a “growth mindset” (not
“fixed mindset”) leads to higher GPAs, higher
graduation rates. [Meeting 4: Fixed/Growth Mindsets]
New meta-analysis suggests
“10,000 hr rule” does not
always apply. Some reach
expert levels quicker.[4]
Development of Expertise [5]
15
conscious
unconscious
incompetent competent
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
Wait!When introducing
a graph for the first time,
explain the “architecture” of the
graph before addressing the data
and message the graph contains.
Level of Expertise
15
Development of Expertise [5]
16
incompetent competent
Developing Expertise - collegeclassroom.ucsd.edu
Level of Expertise
16
images by Peter Newbury CC-BY
Development of Expertise [5]
17
conscious
unconscious
adikko.deviantart.com
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
17
Development of Expertise [5]
18
conscious
unconscious
incompetent competent
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
Level of Expertise
18
Development of Expertise [5]
19
conscious
unconscious
incompetent competent
1
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
Level of Expertise
19
Development of Expertise [5]
20
conscious
unconscious
incompetent competent
1
2
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
Level of Expertise
20
Development of Expertise [5]
21
conscious
unconscious
incompetent competent
1
2 3
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
Level of Expertise
21
Development of Expertise [5]
22
conscious
unconscious
incompetent competent
1
2 3
4
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
Level of Expertise
22
Development of Expertise [5,6]
23
conscious
unconscious
incompetent competent
1
2 3
4
Developing Expertise - collegeclassroom.ucsd.edu
Behavior
Level of Expertise
5
23
Think about the house you grew up in
Developing Expertise - collegeclassroom.ucsd.edu24
How many windows?
As you counted the windows, did you see them
from the outside or from the inside of the house?
If a Stage 4 Professor of Window Counting is an
“outsider”, he thoughtfully creates lessons and practice for
counting from the outside. Many students will be lost.
A Stage 5 instructor knows there are other ways to count
windows and creates lessons where each student can connect
the concept to their own knowledge and skills.
4
5
Tip Sheet: Perfect Practice [2]
Approach each critical task with an explicit goal of getting much
better at it.
As you do the task, focus on what’s happening and
why you’re doing it that way.
After the task, get feedback on your performance from multiple
sources. Make changes in your behavior as necessary.
Continually build mental models of your situation –
your industry, your company, your career. Enlarge the
models to encompass more factors.
Do these steps regularly, not sporadically. Occasional practice
does not work.
25
1
2
3
4
5
Developing Expertise - collegeclassroom.ucsd.edu
discipline
area of
research
Deliberate Practice Jigsaw
Developing Expertise - collegeclassroom.ucsd.edu26
What ways of thinking, behaviors, and skills do experts in
your field have? How do you practice your “Tip”?
(Step 1: Develop / identify your expertise with others
thinking and learning about the same concept.)
1 1
11
1
44
4 4
4
2 2
22
2
3 3
33
3
55
5 5
5
Deliberate Practice Jigsaw
Developing Expertise - collegeclassroom.ucsd.edu27
Step 2: Share your expertise and learn from other experts.
Use your
whiteboards
to capture
ideas
1 2
35
4
45
1 3
2
45
1 3
2
1 2
35
4
1 2
35
4
The next time you teach a course, what will
you do to help your students do these things?
Approach each critical task with an explicit goal of getting much
better at it.
As you do the task, focus on what’s happening and
why you’re doing it the way your are.
After the task, get feedback on your performance from multiple
sources. Make changes in your behavior as necessary.
Continually build mental models of your situation –
your industry, your company, your career. Enlarge the
models to encompass more factors.
Do these steps regularly, not sporadically. Occasional practice
does not work.
28
1
2
3
4
5
Developing Expertise - collegeclassroom.ucsd.edu
discipline
area of
research
Deliberate Practice: for you
Developing Expertise - collegeclassroom.ucsd.edu29
 Reach for objectives JUST beyond where you are:
 work on incrementally harder problems
 try variations on ones from work, class, homework, quizzes
 Practice consistently (every day)
 Get FEEDBACK on your practice
 Or at least self-analyze “continuously observing results,
making appropriate adjustments”
 Choose carefully what you practice
 what skills do experts in your field have?
Deliberate Practice: for you
Developing Expertise - collegeclassroom.ucsd.edu30
 Reach for objectives JUST beyond where you are:
 work on incrementally harder problems
 try variations on ones from work, class, homework, quizzes
 Practice consistently (every day)
 Get FEEDBACK on your practice
 Or at least self-analyze “continuously observing results,
making appropriate adjustments”
 Choose carefully what you practice
 what skills do experts in your field have?
your students
Set
Provide
Give
Help them
Learning requires interaction [7]
How People Learn - collegeclassroom.ucsd.edu31
1 2
3 4
deliberate
practice?
practice?
Big Question
Developing Expertise - collegeclassroom.ucsd.edu32
Where does the motivation to
engage in deliberate practice
come from?
Thoughts about motivation…
Developing Expertise - collegeclassroom.ucsd.edu33
Colvin:“People hate abandoning the notion that they could
coast to fame and riches if only they found their talent.” [2]
Gladwell: “Why are we so hostile to the notion that what
separates the genius from the rest of us is that the genius
loves that he or she does more than we do?” [8]
Gladwell: “Love is not the complete explanation: love is the
way in.” [8]
Developing Expertise - collegeclassroom.ucsd.edu34
The discovery that students don't love the new teacher's content
area is one of those school of hard knock lessons. Graduate
education reinforces the centrality of discipline-based content
knowledge. Having immersed themselves in its study for years and
having been surrounded with colleagues equally enamored with the
area, new faculty arrive at those first teaching jobs no longer
objective about how the rest of the world views their content
domain.
MaryellenWeimer [9]
Thoughts about motivation…
Next week: Learning Outcomes
Watch the blog for next week’s
readings and assignments
Developing Expertise - collegeclassroom.ucsd.edu35
References
Developing Expertise - collegeclassroom.ucsd.edu36
1. National Research Council (2000). How People Learn:Brain,Mind,Experience,and School:Expanded
Edition. J.D. Bransford,A.L Brown & R.R. Cocking (Eds.),Washington, DC:The NationalAcademies
Press.
2. Colvin, G. (2006, October 19).What it takes to be great. Fortune, 88- 96. Available at
money.cnn.com/magazines/fortune/fortune_archive/2006/10/30/8391794/index.htm
3. Ericsson, K.A., Krampe, R.Th., &Tesch-Romer, C. (1993). The Role of Deliberate Practice in the
Acquisition of Expert Performance. Psychological Review 100, 3, 363-406.
4. Mcnamara, B.N., Hambrick, D.Z., & Oswald, F.L. (2014). Deliberate Practice and Performance in Music,
Games,Sports,Education,and Professions:A Meta-Analysis. Psychological Science 25, 8, 1608-1618.
5. Sprague, J., & Stuart, D. (2000). The speaker’s handbook. FortWorth,TX: Harcourt College Publishers.
6. DiPeitro, M. (2014). 2.4.3 Classroom Climate [video file] Retrieved from
https://www.coursera.org/course/stemteaching
7. Prather, E.E, Rudolph,A.L., Brissenden, G., & Schlingman,W.M. (2009). A national study assessing the
teaching and learning of introductory astronomy.Part I.The effect of interactive instruction.Am. J. Phys. 77, 4,
320-330.
8. Malcolm Gladwell, in “Radiolab: Secrets of Success”, aired 26 July 2010.
www.radiolab.org/blogs/radiolab-blog/2010/jul/26/secrets-of-success/
9. Weimer, M. (2010). New Faculty:BeliefsThat Prevent and Promote Growth,in the book Inspired College
Teaching:A Career-Long Research for Professional Growth. San Francisco, Jossey-Bass. (Reprinted in
Tomorrow’s Professor email Newsletter October 15, 2013)Available at
http://cgi.stanford.edu/~dept-ctl/cgi-bin/tomprof/posting.php?ID=1279

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The College Classroom Wi16 Meeting 2: Developing Expertise

  • 1. 1 What do you notice? What do you wonder? (AllimagesbyttrenthamonflickrCC) Developing Expertise - collegeclassroom.ucsd.edu
  • 2. The College Classroom Meeting 2: Developing Expertise January 12 and 14, 2016 Unless otherwise noted, content is licensed under a Creative CommonsAttribution- 3.0 License. Peter Newbury Center for EngagedTeaching, UC San Diego pnewbury@ucsd.edu collegeclassroom.ucsd.edu
  • 3. Key Finding 2 How People Learn - collegeclassroom.ucsd.edu3 To develop competence in an area, students must: a) have a deep foundation of factual knowledge, b) understand facts and ideas in the context of a conceptual framework, and c) organize knowledge in ways that facilitate retrieval and application. (How People Learn,p 16.)
  • 4. How People Learn - collegeclassroom.ucsd.edu4
  • 5. How People Learn - collegeclassroom.ucsd.edu5 knowledge framework retrieval
  • 6. How People Learn - collegeclassroom.ucsd.edu6 knowledge framework retrieval
  • 8. Colvin: Deliberate practice [2] Developing Expertise - collegeclassroom.ucsd.edu8  activity that’s explicitly intended to improve performance  that reaches for objectives just beyond one’s level of competence  provides feedback on results  involves high levels of repetition
  • 9. How many of these do you think are “deliberate practice”? Developing Expertise - collegeclassroom.ucsd.edu9  writing 30 minutes per day  running 5 miles a day, 5 days per week  playing the guitar for an hour after school each day  after moving to a new country, learning the language by interacting with locals A) 1 of them B) 2 C) 3 D) all 4 of them
  • 10. Expertise Development 10 Developing Expertise - collegeclassroom.ucsd.edu EricClapton(Imagebyyummifruitbaton WikimediacommonsCCBYSA SerenaWilliams(ImagebyCarine06onflickrCC) ChrisHadfield(Image:NASA) 10,000 hours of deliberate practice:  4 hrs / day for 12 years  3 hrs / day for 16 years
  • 11. Developing Expertise - collegeclassroom.ucsd.edu11 There’s something about this that bothers me: A 5-foot-tall NBA star? Huh? 1. If it’s bothering me, it’s probably bothering some of my students (or it should be!) 2. Maybe one of my students has a solution or explanation? Their diversity is an asset! 3. How can I stimulate a conversation for everyone in the classroom rather than the few who will raise their hands?
  • 12. What do you think? With 10,000 hours of deliberate practice, a 5-ft tall man can play basketball in the NBA. A) true B) false 12 Developing Expertise - collegeclassroom.ucsd.edu
  • 13. Availability of resources & opportunities? Certainly some important traits are partly inherited, such as physical size and particular measures of intelligence, but those influence what a person doesn’t do more than what he does;a five- footer will never be an NFL lineman, and a seven-footer will never be an Olympic gymnast. Geoffrey Colvin [2] 13 Developing Expertise - collegeclassroom.ucsd.edu
  • 14. Intelligence is grown Developing Expertise - collegeclassroom.ucsd.edu14 Dr.Anders Ericcson – Florida State Univ.  Studies development of expertise (sports figures, pianists, chess players).[3] Expertise is not an innate trait, it is developed through  Long duration (10,000 hours)  Daily (4 hours a day)  Deliberate Practice Dr. Carol Dweck – Stanford  Convincing people to adopt a “growth mindset” (not “fixed mindset”) leads to higher GPAs, higher graduation rates. [Meeting 4: Fixed/Growth Mindsets] New meta-analysis suggests “10,000 hr rule” does not always apply. Some reach expert levels quicker.[4]
  • 15. Development of Expertise [5] 15 conscious unconscious incompetent competent Developing Expertise - collegeclassroom.ucsd.edu Behavior Wait!When introducing a graph for the first time, explain the “architecture” of the graph before addressing the data and message the graph contains. Level of Expertise 15
  • 16. Development of Expertise [5] 16 incompetent competent Developing Expertise - collegeclassroom.ucsd.edu Level of Expertise 16 images by Peter Newbury CC-BY
  • 17. Development of Expertise [5] 17 conscious unconscious adikko.deviantart.com Developing Expertise - collegeclassroom.ucsd.edu Behavior 17
  • 18. Development of Expertise [5] 18 conscious unconscious incompetent competent Developing Expertise - collegeclassroom.ucsd.edu Behavior Level of Expertise 18
  • 19. Development of Expertise [5] 19 conscious unconscious incompetent competent 1 Developing Expertise - collegeclassroom.ucsd.edu Behavior Level of Expertise 19
  • 20. Development of Expertise [5] 20 conscious unconscious incompetent competent 1 2 Developing Expertise - collegeclassroom.ucsd.edu Behavior Level of Expertise 20
  • 21. Development of Expertise [5] 21 conscious unconscious incompetent competent 1 2 3 Developing Expertise - collegeclassroom.ucsd.edu Behavior Level of Expertise 21
  • 22. Development of Expertise [5] 22 conscious unconscious incompetent competent 1 2 3 4 Developing Expertise - collegeclassroom.ucsd.edu Behavior Level of Expertise 22
  • 23. Development of Expertise [5,6] 23 conscious unconscious incompetent competent 1 2 3 4 Developing Expertise - collegeclassroom.ucsd.edu Behavior Level of Expertise 5 23
  • 24. Think about the house you grew up in Developing Expertise - collegeclassroom.ucsd.edu24 How many windows? As you counted the windows, did you see them from the outside or from the inside of the house? If a Stage 4 Professor of Window Counting is an “outsider”, he thoughtfully creates lessons and practice for counting from the outside. Many students will be lost. A Stage 5 instructor knows there are other ways to count windows and creates lessons where each student can connect the concept to their own knowledge and skills. 4 5
  • 25. Tip Sheet: Perfect Practice [2] Approach each critical task with an explicit goal of getting much better at it. As you do the task, focus on what’s happening and why you’re doing it that way. After the task, get feedback on your performance from multiple sources. Make changes in your behavior as necessary. Continually build mental models of your situation – your industry, your company, your career. Enlarge the models to encompass more factors. Do these steps regularly, not sporadically. Occasional practice does not work. 25 1 2 3 4 5 Developing Expertise - collegeclassroom.ucsd.edu discipline area of research
  • 26. Deliberate Practice Jigsaw Developing Expertise - collegeclassroom.ucsd.edu26 What ways of thinking, behaviors, and skills do experts in your field have? How do you practice your “Tip”? (Step 1: Develop / identify your expertise with others thinking and learning about the same concept.) 1 1 11 1 44 4 4 4 2 2 22 2 3 3 33 3 55 5 5 5
  • 27. Deliberate Practice Jigsaw Developing Expertise - collegeclassroom.ucsd.edu27 Step 2: Share your expertise and learn from other experts. Use your whiteboards to capture ideas 1 2 35 4 45 1 3 2 45 1 3 2 1 2 35 4 1 2 35 4
  • 28. The next time you teach a course, what will you do to help your students do these things? Approach each critical task with an explicit goal of getting much better at it. As you do the task, focus on what’s happening and why you’re doing it the way your are. After the task, get feedback on your performance from multiple sources. Make changes in your behavior as necessary. Continually build mental models of your situation – your industry, your company, your career. Enlarge the models to encompass more factors. Do these steps regularly, not sporadically. Occasional practice does not work. 28 1 2 3 4 5 Developing Expertise - collegeclassroom.ucsd.edu discipline area of research
  • 29. Deliberate Practice: for you Developing Expertise - collegeclassroom.ucsd.edu29  Reach for objectives JUST beyond where you are:  work on incrementally harder problems  try variations on ones from work, class, homework, quizzes  Practice consistently (every day)  Get FEEDBACK on your practice  Or at least self-analyze “continuously observing results, making appropriate adjustments”  Choose carefully what you practice  what skills do experts in your field have?
  • 30. Deliberate Practice: for you Developing Expertise - collegeclassroom.ucsd.edu30  Reach for objectives JUST beyond where you are:  work on incrementally harder problems  try variations on ones from work, class, homework, quizzes  Practice consistently (every day)  Get FEEDBACK on your practice  Or at least self-analyze “continuously observing results, making appropriate adjustments”  Choose carefully what you practice  what skills do experts in your field have? your students Set Provide Give Help them
  • 31. Learning requires interaction [7] How People Learn - collegeclassroom.ucsd.edu31 1 2 3 4 deliberate practice? practice?
  • 32. Big Question Developing Expertise - collegeclassroom.ucsd.edu32 Where does the motivation to engage in deliberate practice come from?
  • 33. Thoughts about motivation… Developing Expertise - collegeclassroom.ucsd.edu33 Colvin:“People hate abandoning the notion that they could coast to fame and riches if only they found their talent.” [2] Gladwell: “Why are we so hostile to the notion that what separates the genius from the rest of us is that the genius loves that he or she does more than we do?” [8] Gladwell: “Love is not the complete explanation: love is the way in.” [8]
  • 34. Developing Expertise - collegeclassroom.ucsd.edu34 The discovery that students don't love the new teacher's content area is one of those school of hard knock lessons. Graduate education reinforces the centrality of discipline-based content knowledge. Having immersed themselves in its study for years and having been surrounded with colleagues equally enamored with the area, new faculty arrive at those first teaching jobs no longer objective about how the rest of the world views their content domain. MaryellenWeimer [9] Thoughts about motivation…
  • 35. Next week: Learning Outcomes Watch the blog for next week’s readings and assignments Developing Expertise - collegeclassroom.ucsd.edu35
  • 36. References Developing Expertise - collegeclassroom.ucsd.edu36 1. National Research Council (2000). How People Learn:Brain,Mind,Experience,and School:Expanded Edition. J.D. Bransford,A.L Brown & R.R. Cocking (Eds.),Washington, DC:The NationalAcademies Press. 2. Colvin, G. (2006, October 19).What it takes to be great. Fortune, 88- 96. Available at money.cnn.com/magazines/fortune/fortune_archive/2006/10/30/8391794/index.htm 3. Ericsson, K.A., Krampe, R.Th., &Tesch-Romer, C. (1993). The Role of Deliberate Practice in the Acquisition of Expert Performance. Psychological Review 100, 3, 363-406. 4. Mcnamara, B.N., Hambrick, D.Z., & Oswald, F.L. (2014). Deliberate Practice and Performance in Music, Games,Sports,Education,and Professions:A Meta-Analysis. Psychological Science 25, 8, 1608-1618. 5. Sprague, J., & Stuart, D. (2000). The speaker’s handbook. FortWorth,TX: Harcourt College Publishers. 6. DiPeitro, M. (2014). 2.4.3 Classroom Climate [video file] Retrieved from https://www.coursera.org/course/stemteaching 7. Prather, E.E, Rudolph,A.L., Brissenden, G., & Schlingman,W.M. (2009). A national study assessing the teaching and learning of introductory astronomy.Part I.The effect of interactive instruction.Am. J. Phys. 77, 4, 320-330. 8. Malcolm Gladwell, in “Radiolab: Secrets of Success”, aired 26 July 2010. www.radiolab.org/blogs/radiolab-blog/2010/jul/26/secrets-of-success/ 9. Weimer, M. (2010). New Faculty:BeliefsThat Prevent and Promote Growth,in the book Inspired College Teaching:A Career-Long Research for Professional Growth. San Francisco, Jossey-Bass. (Reprinted in Tomorrow’s Professor email Newsletter October 15, 2013)Available at http://cgi.stanford.edu/~dept-ctl/cgi-bin/tomprof/posting.php?ID=1279