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THE SCIENCE OF ATTENTION AND
ENGAGEMENT FOR LEARNING
Julie Dirksen, Usable
Learning
WHO HAS THE MOST BORING
TOPIC?
Yawn…
HYPOTHESIS:
One of the primary responsibilities of Instructional Design is
the Ruthless Management of
Cognitive Load
Agree?
COGNITIVE LOAD THEORY (SWELLER)
2 x 4 =
8
The online
math textbook
won’t load and
it’s really
annoying!
Intrinsic Germane Extraneous
COGNITIVE LOAD IN ELEARNING
Global
Navigation
Local
Navigation
/
Instruction
s
Learning
Content
Learning
Content
In this activity, you will identify where errors occurred.
FLOODED WITH DATA
INFORMATION PROCESSING
MODEL
Sensory
Memory
Working
Memory
Long-term
Memory
HOW ARE YOU ALL DOING?
Mostly thinking
about happy hour
WHO DROVE HERE TODAY?
Sensory
Memory
Working
Memory
Long-term
Memory
• Unusual or surprising
• Emotional reaction
• Meaningful or relevant
• Previous experience
• Interacted with
• Repetition
WE’VE ALL SEEN THIS SLIDE
How does it do?
• Unusual or surprising
• Emotional reaction
• Meaningful or relevant
• Previous experience
• Interacted with
• Repetition
ATTENTION A Resource Allocation
Problem
WE ARE GOING TO DO A LITTLE
EXPERIMENT
Group A
(even number birth year)
5 + 2
3 - 1
2 x 4
Group B
(odd number birth year)
37 + 283
697 – 12
23 x 19
ANYBODY WANT A SNACK? (SHIV &
FEDORIKHIN)
THE PHYSIOLOGY OF WILLPOWER
(GAILLOT & BAUMEISTER)
HOW LONG IS THE AVERAGE
ATTENTION SPAN?Most of what you’ve heard is probably wrong.
IF WE DIG DEEPER… (DUKETTE &
CORNISH)
"Continuous attention span may be as short as
8 seconds. After this amount of time, it's likely
an individual's eyes may shift, or a stray
thought will briefly enter consciousness.
However, these short lapses are only minimally
distracting and do not tend to interfere with
task performance."
https://www.linkedin.com/pulse/20140418171300-15742110-
writing-for-goldfish
Dianne Dukette; David Cornish (2009). The
Essential 20: Twenty Components of an Excellent
Health Care Team.
TYPES OF ATTENTION
 Voluntary (I need to read this…)
 Involuntary (Squirrel!)
 Habitual (Did you say something? Sorry, I
was checking my phone…)
VOLUNTARY ATTENTION:
WHAT ARE YOU PAYING ATTENTION
TO RIGHT NOW?
WHAT ARE THE CUES?
What are the cues telling you what to pay
attention to?
SOCIAL CUES (OKITA)
The belief that they were
interacting with a live person
increased arousal, attention and
learning.
CUES DEPEND ON THE AUDIENCE
(VOGT & MAGNUSSEN)
What the general population focuses
on:
What an artist focuses on:
CUES DEPEND ON THE AUDIENCE
(VOGT & MAGNUSSEN)
What the general population focuses
on:
What an artist focuses on:
LET’S COMPARE
Intrinsically motivated
attention
Extrinsically motivated
attention
HYPERBOLIC DISCOUNTING
(KAHNEMAN AND TVERSKY)
CHALLENGE
Who wants to watch a video about printer repair?
WE CAN FORCE OURSELVES TO PAY
ATTENTION, BUT …
NEUROENERGETIC THEORY (KILLEEN)
“Lack of control is often
due to fatigue of the
relevant processing units
in the brain caused by
insufficient resupply of
the neuron's preferred
fuel, lactate, from nearby
astrocytes.”
DOODLING TO REDUCE ATTENTION
DRIFT (ANDRADE)
SOMATIC MARKERS (DIMASSIO)
Rational Decision Making
(is probably a myth…)
SOMATIC MARKERS (DUTTON & ARON)
We apparently listen to our
physical response to determine
how we feel.
Photo by Mike
Taylor
SO WHAT DO WE DO WITH
THIS
A few suggestions
RUTHLESSLY REDUCE
EXTRANEOUS LOAD
Extraneou
s
Intrinsic
In this activity, you will identify where errors occurred.
IMPROVE READABILITY
High text density
A company has recently implemented a
self-appraisal system for its annual
performance evaluations. All employees
are required to attend a classroom learning
event that is designed to help them learn
about the new system and the tools they
should use to conduct and submit the self-
appraisals.
Lower text density / direct
speech:
Our company just added a self-appraisal
system to help with annual performance
reviews.
You will attend a class to learn how to use it.
USER TEST
USER TEST
MAKE CHOICES A BIT EASIER (OR
HARDER)
“in seven weeks, New York Googlers consumed 3.1 million fewer calories from
M&Ms”
Source http://abcnews.go.com/Health/google-diet-search-giant-overhauled-eating-options-
nudge/story?id=18241908
Source http://abcnews.go.com/Health/google-diet-search-giant-overhauled-eating-options-
nudge/story?id=18241908
Sugary
drinks at
the bottom
behind the
frosted
glass:
LET PEOPLE CHOOSE
Overview & Facts
Symptoms & Types
Diagnosis & Tests
Treatment & Care
Living & Managing
Support & Tools
Course: Introduction to Dealing with Back Pain
Where
would
you like
to start?
MAKE IT AS SHORT AS POSSIBLE (BUT
NOT SHORTER)
CREATE A SENSE OF IMMEDIACY
DON’T STRIP OUT THE EMOTION
Something Important about
Insurance
TIE TO THEIR OWN EXPERIENCE
Working
Memory
Long-term
Memory
KEEP DECISIONS SHORT AND
RELEVANT
Are you a:
 Doctor
 Nurse Practitioner
 RN
 LPN
 Health Aid
Do you primarily:
(choose one)
 Take care of patients
 Make health suggestions
 Oversee patient care
 Follow up with patients
QUESTIONS
Julie@usablelearning.com
Twitter: usablelearning
Facebook group:
Facebook.com/groups/design
forhowpeoplelearn
Information about courses at:
Designbetterlearning.com
Book
signing at
1:45 today
REFERENCESAndrade, Jackie. What Does Doodling Do? APPLIED COGNITIVE PSYCHOLOGY Appl. Cognit. Psychol. (2009) Published online in
Wiley InterScience
Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994). Insensitivity to future consequences following damage to
human prefrontal cortex. Cognition, 50(1-3), 7-15. doi: 10.1016/0010-0277(94)90018-3
Danziger, Shai, Jonathan Levav and Lior Avnaim-Pesso, Extraneous Factors in Judicial Decisions, PNAS Vol 108 No 17, 2011
Dimassio, Antonio. Descartes’ Error. Penguin Books; Reprint edition (September 27, 2005)
Dutton, Donald G and Arthur P Aron, Some Evidence for Heightened Sexual Attraction Under Conditions of High Anxiety. Journal
of Personality and Social Psychology Vol 30 No 4 1974
Gaillot, Matthew T. & Roy F. Baumeister, The Physiology of Willpower: Linking Glucose to Self-Control. Personality and Social
Psychology Review, 2007.
Iyengar, Sheena and Mark Lepper, When Choice is Demotivating: Can One Desire Too Much of a Good Thing? Journal of
Personality and Social Psychology 2000.
Johnson, Eric J & Daniel Goldstein, Do Defaults Save Lives? Science November 2003.
Kahneman, Daniel; Tversky, Amos (1979). "Prospect Theory: An Analysis of Decision under Risk" (PDF). Econometrica 47 (2): 263.
doi:10.2307/1914185. ISSN 0012-9682.
Killeen, Peter R. Absent Without Leave: A Neuroenergetic Theory of Mind.
McCabe DP1, Castel AD. Seeing is believing: the effect of brain images on judgments of scientific reasoning. Cognition. 2008
Apr;107(1):343-52. Epub 2007 Sep 4.
Okita, S.Y., J. Bailenson, and D.L. Schwartz. 2008. Mere Belief of Social Action Improves Complex Learning. Proceedings of the 8th
International Conference for the Learning Sciences.
Shiv, B. and A. Fedorikhin. 1999. Heart and Mind in Conflict: Interplay of Affect and Cognition in Consumer Decision Making.
Journal of Consumer Research 26 (December): 278–282.
Sweller, John. Cognitive Load During Problem Solving: Effects on Learning. Cognitive Science 12, 257-285. 1988
Vogt, S. & Magnussen, S. (2007). Expertise in pictorial perception: Eye-movement patterns and visual memory in artists and
laymen. Perception, 36, 91-100.

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The Science of Attention and Engagement for Learning

  • 1. THE SCIENCE OF ATTENTION AND ENGAGEMENT FOR LEARNING Julie Dirksen, Usable Learning
  • 2. WHO HAS THE MOST BORING TOPIC? Yawn…
  • 3. HYPOTHESIS: One of the primary responsibilities of Instructional Design is the Ruthless Management of Cognitive Load Agree?
  • 4. COGNITIVE LOAD THEORY (SWELLER) 2 x 4 = 8 The online math textbook won’t load and it’s really annoying! Intrinsic Germane Extraneous
  • 5. COGNITIVE LOAD IN ELEARNING Global Navigation Local Navigation / Instruction s Learning Content Learning Content In this activity, you will identify where errors occurred.
  • 8. HOW ARE YOU ALL DOING? Mostly thinking about happy hour
  • 9. WHO DROVE HERE TODAY? Sensory Memory Working Memory Long-term Memory • Unusual or surprising • Emotional reaction • Meaningful or relevant • Previous experience • Interacted with • Repetition
  • 10. WE’VE ALL SEEN THIS SLIDE How does it do? • Unusual or surprising • Emotional reaction • Meaningful or relevant • Previous experience • Interacted with • Repetition
  • 11. ATTENTION A Resource Allocation Problem
  • 12. WE ARE GOING TO DO A LITTLE EXPERIMENT Group A (even number birth year) 5 + 2 3 - 1 2 x 4 Group B (odd number birth year) 37 + 283 697 – 12 23 x 19
  • 13. ANYBODY WANT A SNACK? (SHIV & FEDORIKHIN)
  • 14. THE PHYSIOLOGY OF WILLPOWER (GAILLOT & BAUMEISTER)
  • 15. HOW LONG IS THE AVERAGE ATTENTION SPAN?Most of what you’ve heard is probably wrong.
  • 16. IF WE DIG DEEPER… (DUKETTE & CORNISH) "Continuous attention span may be as short as 8 seconds. After this amount of time, it's likely an individual's eyes may shift, or a stray thought will briefly enter consciousness. However, these short lapses are only minimally distracting and do not tend to interfere with task performance." https://www.linkedin.com/pulse/20140418171300-15742110- writing-for-goldfish Dianne Dukette; David Cornish (2009). The Essential 20: Twenty Components of an Excellent Health Care Team.
  • 17. TYPES OF ATTENTION  Voluntary (I need to read this…)  Involuntary (Squirrel!)  Habitual (Did you say something? Sorry, I was checking my phone…)
  • 18. VOLUNTARY ATTENTION: WHAT ARE YOU PAYING ATTENTION TO RIGHT NOW?
  • 19. WHAT ARE THE CUES? What are the cues telling you what to pay attention to?
  • 20. SOCIAL CUES (OKITA) The belief that they were interacting with a live person increased arousal, attention and learning.
  • 21. CUES DEPEND ON THE AUDIENCE (VOGT & MAGNUSSEN) What the general population focuses on: What an artist focuses on:
  • 22. CUES DEPEND ON THE AUDIENCE (VOGT & MAGNUSSEN) What the general population focuses on: What an artist focuses on:
  • 25. CHALLENGE Who wants to watch a video about printer repair?
  • 26. WE CAN FORCE OURSELVES TO PAY ATTENTION, BUT …
  • 27. NEUROENERGETIC THEORY (KILLEEN) “Lack of control is often due to fatigue of the relevant processing units in the brain caused by insufficient resupply of the neuron's preferred fuel, lactate, from nearby astrocytes.”
  • 28. DOODLING TO REDUCE ATTENTION DRIFT (ANDRADE)
  • 29. SOMATIC MARKERS (DIMASSIO) Rational Decision Making (is probably a myth…)
  • 30. SOMATIC MARKERS (DUTTON & ARON) We apparently listen to our physical response to determine how we feel. Photo by Mike Taylor
  • 31. SO WHAT DO WE DO WITH THIS A few suggestions
  • 32. RUTHLESSLY REDUCE EXTRANEOUS LOAD Extraneou s Intrinsic In this activity, you will identify where errors occurred.
  • 33. IMPROVE READABILITY High text density A company has recently implemented a self-appraisal system for its annual performance evaluations. All employees are required to attend a classroom learning event that is designed to help them learn about the new system and the tools they should use to conduct and submit the self- appraisals. Lower text density / direct speech: Our company just added a self-appraisal system to help with annual performance reviews. You will attend a class to learn how to use it.
  • 36. MAKE CHOICES A BIT EASIER (OR HARDER) “in seven weeks, New York Googlers consumed 3.1 million fewer calories from M&Ms” Source http://abcnews.go.com/Health/google-diet-search-giant-overhauled-eating-options- nudge/story?id=18241908
  • 38. LET PEOPLE CHOOSE Overview & Facts Symptoms & Types Diagnosis & Tests Treatment & Care Living & Managing Support & Tools Course: Introduction to Dealing with Back Pain Where would you like to start?
  • 39. MAKE IT AS SHORT AS POSSIBLE (BUT NOT SHORTER)
  • 40. CREATE A SENSE OF IMMEDIACY
  • 41. DON’T STRIP OUT THE EMOTION Something Important about Insurance
  • 42. TIE TO THEIR OWN EXPERIENCE Working Memory Long-term Memory
  • 43. KEEP DECISIONS SHORT AND RELEVANT Are you a:  Doctor  Nurse Practitioner  RN  LPN  Health Aid Do you primarily: (choose one)  Take care of patients  Make health suggestions  Oversee patient care  Follow up with patients
  • 45. REFERENCESAndrade, Jackie. What Does Doodling Do? APPLIED COGNITIVE PSYCHOLOGY Appl. Cognit. Psychol. (2009) Published online in Wiley InterScience Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994). Insensitivity to future consequences following damage to human prefrontal cortex. Cognition, 50(1-3), 7-15. doi: 10.1016/0010-0277(94)90018-3 Danziger, Shai, Jonathan Levav and Lior Avnaim-Pesso, Extraneous Factors in Judicial Decisions, PNAS Vol 108 No 17, 2011 Dimassio, Antonio. Descartes’ Error. Penguin Books; Reprint edition (September 27, 2005) Dutton, Donald G and Arthur P Aron, Some Evidence for Heightened Sexual Attraction Under Conditions of High Anxiety. Journal of Personality and Social Psychology Vol 30 No 4 1974 Gaillot, Matthew T. & Roy F. Baumeister, The Physiology of Willpower: Linking Glucose to Self-Control. Personality and Social Psychology Review, 2007. Iyengar, Sheena and Mark Lepper, When Choice is Demotivating: Can One Desire Too Much of a Good Thing? Journal of Personality and Social Psychology 2000. Johnson, Eric J & Daniel Goldstein, Do Defaults Save Lives? Science November 2003. Kahneman, Daniel; Tversky, Amos (1979). "Prospect Theory: An Analysis of Decision under Risk" (PDF). Econometrica 47 (2): 263. doi:10.2307/1914185. ISSN 0012-9682. Killeen, Peter R. Absent Without Leave: A Neuroenergetic Theory of Mind. McCabe DP1, Castel AD. Seeing is believing: the effect of brain images on judgments of scientific reasoning. Cognition. 2008 Apr;107(1):343-52. Epub 2007 Sep 4. Okita, S.Y., J. Bailenson, and D.L. Schwartz. 2008. Mere Belief of Social Action Improves Complex Learning. Proceedings of the 8th International Conference for the Learning Sciences. Shiv, B. and A. Fedorikhin. 1999. Heart and Mind in Conflict: Interplay of Affect and Cognition in Consumer Decision Making. Journal of Consumer Research 26 (December): 278–282. Sweller, John. Cognitive Load During Problem Solving: Effects on Learning. Cognitive Science 12, 257-285. 1988 Vogt, S. & Magnussen, S. (2007). Expertise in pictorial perception: Eye-movement patterns and visual memory in artists and laymen. Perception, 36, 91-100.