In summary• Rider, elephant and path • Before changing a behavior: • Identify behavior type • Match with appropriate change method... Rewards of the hunt: search for resources... Rewards
Trang 1“Come on now,
who do you think
you are?
Bless your soul,
you really think
you’re in control?”
- Gnarls Barkley
USING NEUROSCIENCE
TO INFLUENCE HUMAN BEHAVIOR
Trang 2Welcome to the
experiment
Trang 3to Coursework
for group assignment.
post to Coursework
each) or group assignment (15-20 min) (but only if entire team agrees)
Trang 4The nature of
behavior
Trang 5One brain, two minds
Trang 6Where the elephant lives
• “Primitive” parts of brain
Trang 7Where the rider lives
• “Newest” part of brain
• Pre-frontal cortex (PFC)
• Executive function
• Controls impulses and
higher level thinking
Trang 8Think of your behaviors
• What are the routines, habits, skills,
addictions in one’s life?
Trang 9HighLow
Trang 10What defines amateur
behaviors?
• The rider and elephant are in sync
• Easy to do, but also easy to forget
• Reward, process motivated, “for the love”
• Long-term
Trang 11Amateur behaviors
Trang 12How did you create your amateur behavior?
Trang 13Creating amateur
behaviors
• Create a path for the elephant
• Make it simple, easy
• Placing well-timed cues
• “Baby steps”
Trang 14HighLow
Trang 15Skillful behaviors
Trang 16What defines skillful
behaviors?
• Rider is steering the elephant
• Outcome, goal driven
• Hard work, grit
Trang 17How did you create your skillful behavior?
Trang 18Creating skillful
behaviors
• Deliberate practice
• Focus on fixing failures
• Grit and persistence
• Often with coaching
Trang 19Skillful behaviors
Trang 21HighLow
Trang 22Habitual behaviors
Trang 23What defines habitual (negative) behaviors?
• The rider tries to control the elephant
• Constant temptation
• Struggle with desire
Trang 24How did you stop your
habitual behavior?
Trang 27HighLow
Trang 28Addictive behaviors
Trang 29What defines addictive
Trang 30Resisting addictive
behaviors
• Reigning in the elephant
• Abstinence, removal of cues
• Physical detoxification
• Social support
• Root cause analysis
Trang 31HighLow
Trang 32Matching behavior types with change
methods
Trang 33Change with right tool
Behavior type Change method
Trang 34Reign the elephant
Trang 35Does the method match the type?
• “No pain, no gain”
• “Never quit”
• “Set strict goals”
• “Hold yourself
accountable”
Trang 36Healthy lifestyle
• Over a lifetime
• Do (amateur behaviors):
• Physical activity
• Eating healthy foods
• Resist doing (habitual behaviors):
• Eating unhealthy foods
• Overconsumption
Trang 37Beating yourself up hurts
night before, the more they drank the next night (Muraven et al
2005)
“chase” the loss and keep gambling (Yi and Kanatar 201)
studying the longest for next exam (Wohl, Pychyl, Bennett
2010)
likely to have a major relapse (Stephens et al 1994)
Source: Kelly McDonigal, “The Willpower Instinct”
Trang 38The “what-the-hell” effect
• Dieters and non-dieters
asked to drink a milkshake
as part of “taste perception
study”
• Then asked to sample as
much ice cream as “needed”
for taste test.
• Dieters ate more than
non-dieters after drinking the
Trang 40One size does not fit all
HighLow
Trang 41In summary
• Rider, elephant and path
• Before changing a behavior:
• Identify behavior type
• Match with appropriate change method
Trang 42Take a break and a survey www.OpinionTo.us (and take your stuff)
Trang 43Why influence
behavior?
Trang 44Helping people do what
they want to do.
Trang 45HighLow
Trang 46pref· er· ence
/ˈpref(ə)rəns/
Noun, Def:
A greater liking for one alternative over another or others.
Trang 47be· hav· ior
/biˈhāvyər/
Noun, Def:
The way in which an animal or person acts
in response to a particular situation or
stimulus.
Trang 50ad· dic· tion
/əˈdikSHən/
Noun, Def:
A persistent, compulsive dependence on a behavior or substance.
Trang 51Are customer habits good for business?
• Higher life-time value
• Greater price inelasticity, can charge more
• Word-of-mouth brings down cost of
acquisition
= Higher ROI
Trang 52Source: Inc magazine, Dec 2011
Why is this graph “smiling”?
Trang 54Holding on to customers
by forming habits
Source: Amy Jo Kim, “Community Building on the Web”
Trang 55To build habits need
Trang 56Au· to· ma· ta· city
Trang 58Impairment of habit system
• Trouble performing tasks requiring
multi-step behaviors or where emotion is deciding factor.
• With “elephant” out, the “rider” tries but
fails.
• Making simple decisions (which pen?)
• Ignoring insignificant details (reading
faces)
• Inability to act quickly “from the gut.”
Source: Antonio Demasio via Lehrer "How We Decide"
Trang 59Decision fatigue
• “Rider” gets tired and lazy because decision making requires effort.
• Prisoners appearing for parole hearings early
in the morning granted parole 70% of the
time
• However, those appearing late in the day,
when judges were more tired, paroled less
than 10% of the time.
• So, making more decisions through habit
instead of logic, can leave more resources for important decisions
Source: Levav and Danziger, 2011
Trang 60How to build automaticity?
Trang 61Frequency and utility
Trang 62How do we get users
to come back?
Trang 63Building desire through
engagement
Low
Trang 64The Desire Engine
Trang 66In summary
• Habits can be good for business
• Habits require automaticity - action
Trang 67Triggers
Trang 68Habits aren’t created, they are built upon
Trang 69Where are you sitting?
• Who is sitting where they sat
before break?
• Why did you sit there?
• What told you to sit?
• Where did you learn this
behavior?
Trang 73What to do next
is in the trigger What to do next is in the user’s head
Trang 74Negative emotions are powerful internal triggers
Trang 75When I feel I use
FacebookYelpGoogleEmailGPSESPN, GlamInternally triggered
technologies
Trang 76Bored Stressed
Excited Content
Emotional triggers Shiv x-framework
Trang 77People with depression
check email more.
Source: Kotikalapudi et al 2012,
Associating Depressive Symptoms in College Students with Internet Usage Using Real Internet Data
Trang 78Habits form from frequent
problem/solution fit.
Trang 79• Need to find the existing behavior to attach to.
before.
To find the problem, know the narrative
Trang 80Jack Dorsey
on narratives
http://www.youtube.com/watch?v=acMXhhdWylQ
Trang 81The “Instagram moment”
Trang 82- Bored, lonesome, curious
Trang 83Your turn
• Pick an “amateur” behavior you’d like to
turn into a new routine in your life
• Brainstorm with the person next to you for
5 min each about potential triggers
• Describe the narrative of both external and internal triggers
• Write this down and be prepared to share
Trang 84Form teams and complete Coursework assignment
(see syllabus) Debrief with team:
- What resonated with you?
- What stimulated new thinking?
- Ideas for personal and professional growth?
- Ideas for new ventures?
- What intrigued you, either by creating new questions
or by kindling a quest for more?
30 min discussion
15 min post to Coursework
Trang 87Actions
Trang 88when doing < thinking = action
Creating the path
Trang 91mo· ti· va· tion
/mōtə vāSHən/
Noun, Def:
The psychological feature that arouses an organism to action toward a desired goal.
Trang 92Pleasure Hope Acceptance
Avoid:
Pain Fear Rejection
Sensation Anticipation Social Cohesion
Source: Dr BJ Fogg, Stanford University
Trang 98a· bil· i· ty
/əˈbilitē/
Noun, Def:
The capacity to do something
Trang 99How increase capacity to do something?
Source: Dr BJ Fogg, Stanford University
Trang 100Factors of ability
Time Money Physical effort Brain cycles Social deviance Non-routine
Source: Dr BJ Fogg, Stanford University
Trang 101Factors of ability
Differ by person and context
Trang 102What move first?
Trang 103Move ability before motivation
Source: Dr BJ Fogg, Stanford University
Trang 104Focus on ability and triggers
before motivation
Trang 105Focus on ability and triggers
before motivation
Trang 106Which has fewer calories?
Trang 107Motivated people know
healthier option
Source: (Chernov et al 2011; Chandon & Wansink 2007)
Trang 108Source: Behavioral Risk Factor Surveillance System, Centers for Disease Control
America the obese
Trang 109Twitter homepage
2009
Trang 110Twitter homepage
Trang 1112012 Twitter homepage
Trang 112The evolution of Twitter
2012
Trang 113triggers = interface design
Trang 114Your turn
is very able, easy)
all, 10 is very)
(considering your scarcest resource) and / or increase
motivation? !! Crazy ideas are encouraged !!
Trang 115Source: Dr BJ Fogg, Stanford University
Motivators of Behavior
Seek:
Pleasure Hope Acceptance
Avoid:
Pain Fear Rejection
Sensation Anticipation Social Cohesion
Factors of ability
Time Money Physical effort Brain cycles Social deviance Non-routine
Trang 116Bi· as
/ˈbīəs/
Noun, Def:
1 A tendency or inclination; a prejudice
2 A lever to increase motivation or ability
Trang 117A well-studied bias
Trang 118Classical biases
• Rational
• Can articulate, “I’d buy it if it were cheaper.”
• Predictable (for the most part)
Trang 119Cognitive Biases
• Rational or irrational
• Unable to articulate
• Predictable
Trang 120Source: Worchel, Lee, and Adewole (1975)
• People value cookies
more in a nearly
empty jar than in a
full jar
Trang 122Remember this?
Source: (Chernov et al 2011; Chandon & Wansink 2007)
Trang 123The halo effect
Source: (Chernov et al 2011; Chandon & Wansink 2007)
Trang 124Which car owners?
• Are involved in more collisions
• Receive 65% more traffic tickets
• Drive 25% more miles than other drivers
• Are a more costly risk to insure than other vehicles in its class
Source: Data from insurance analytics company Quality Planning, reported in “Mitchell Industry Trends Report” 2010
Trang 126Unit cost = $6.80
so, 6 for $44.25 Jockey only!
Trang 127• 8 car wash, get one free
• 8 blank squares vs
10 squares with 2 free punches
• 82% higher completion rate
Trang 129Many more
• Social proof, framing, reciprocity, relevance, status quo, loss aversion, familiarity bias,
regret aversion, peak-end effect, money
proxy, authority bias
Trang 130Your turn
• Pick one of the “Mental Notes” cards
• How could you make use of a cognitive
biases to increase your partner’s behavior?
• Brainstorm with the person next to you for
5 min each !! Go for lots of ideas !!
• Write this down and be prepared to share
Trang 131Take a break and a survey www.OpinionTo.us
Trang 132Variable rewards
Trang 133The brain and rewards
Source: Olds and Milner, 1945
Watch
Trang 134What triggers the reward system?
• Stimulation of brain’s reward system activates new behaviors
• “Awakening the elephant” is possible through probes or drugs
• What stimulates the brain naturally?
Trang 135Dopamine triggers
Trang 136Were Olds and Milner stimulating pleasure?
(not exactly)
Trang 137“I like pleasure spiked with
pain, it’s my aeroplane”
- The Red Hot Chili Peppers
Trang 139The promise of reward
• Dopamine system activated by anticipation of
reward
• And dampened when reward achieved
Source: Knutson et al 2001
Trang 140To supercharge the
“stress of desire” add variability.
Trang 142Curious by nature
Trang 143“I can’t get no satisfaction”
- The Rolling Stones
Trang 144The search for rewards
the Hunt
the Tribe
the Self
Trang 145Search for Social
Trang 146Rewards of the tribe
Trang 147Rewards of the tribe
Trang 148Search for Resources
Trang 149Rewards of the hunt: search for resources
Trang 150Rewards of the hunt: search for information
Trang 151Dare you not to scroll
Trang 152Rewards of the hunt: search for resources
Trang 153Search for Sensation
Trang 154Rewards of the self:
Search for competency and mastery
Trang 155Rewards of the self: Search for control
Trang 156Fish bowl technique
• Addiction Recovery Study (Petry 2006)
• Patients earned opportunity to draw a ticket out of a bowl every
time they passed a drug test
• Half of the tickets said “Keep up the good work.” The rest won the patient a nominal prize worth $1 to $20 but one ticket was worth
• Fish bowl group less likely to relapse
• Technique worked better than paying patients for passing drug tests.
Trang 158Rewards Decay
• As rewards become predictable, they
become less novel
Finite Variability Infinite Variability
Trang 159Who gets hooked?
placed in MRI See images of win, lose, and
“near-miss.”
“excitement” from seeing win.
near-loss.
birth or if caused by repeated exposure.
Source: Habib, 2010
Trang 160Variable reward levers
• Type (Tribe, Hunt, Self)
• Frequency
• Amplitude
Keep ‘em guessing
Trang 161Your turn
increase your partner’s behavior?
unknown, or surprise?
(social), hunt (resources), self (mastery,
control) !! Crazy is ok !!
5 min each and prepare to share
Trang 162Investments
Trang 163• Where user does a bit
of “work.”
• “Pays” with something
of value: time, money, social capital, effort, emotional commitment, personal data
Trang 165T A
RI
Facebook, friend, email
Scroll
Information (Hunt)
Follow
Twitter (consumer)
Boredom, curiosity
Trang 166T A
RI
Mention, message
Open app
Social feedback (Tribe)
Tweet or RT (build following)
Boredom, curiosity,
lonesome
Twitter (creator)
Trang 167Labor is love
The IKEA effectSource: Dan Ariely, Upside of Irrationality
Trang 168People value their labor
• Value own work almost as much as an expert’s
• Even if other’s don’t
Source: Ariely, Mochon and Norton, 2012
Trang 169Source: Langer, 1975
• People who pick
lottery numbers more likely to play
• Assign greater
odds
Labor increases
motivation
Trang 170Value labor done for us
Source: Buell and Norton, 2011
Trang 171Others’ labor increases
Trang 172As we invest,
we endow and tend to
overvalue.
Trang 173The endowment effect
• When chimps given juice bar
and peanut butter, 50/50 preference split.
• When given PB first, 80% chose
to keep rather than exchange.
• The “endowed” item was
preferred
• Only worked for food
Source: Brosnan et al 2007
Trang 174Humans endow things
• Endowed mugs vs pens worth twice as much
(Kahneman, Knetsch & Thaler,1990)
• Endowed final four tickets worth 14 times more (Carmon and Ariely, 2000)
• Employees worked harder to maintain a
provisional bonus than a potential
yet-to-be-awarded prize (Hossain and List, 2010)
• Universal behavior across different populations and with different goods (Hoffman and Spitzer,1993) including children (Harbaugh et al, 2001)
Trang 175Why do we endow?
• Improved bargaining position in bilateral
trades If I act like I love it, maybe you will too (Huck, Kirchsteiger & Oechssler 2005)
• Loss aversion Loosing feels twice as bad as the joy of gaining (Kahneman and Tversky,1984)
• Need for consistency causes cognitive
dissonance leads to rationalization
Trang 176Jesse Schell, Professor of game design,
Carnegie Mellon University
Rationalization and
commitment
Trang 177The preference cycle
Confirmation:
“Since I spent on it
before, and I am not an
idiot, it must be good.”
Trang 178Little investments,
big results
Group 1:
17% acceptedGroup 2:
76% accepted
Source: Freedman & Fraser, 1966
Trang 179• We acquire preferences to serve
our need to be consistent
• Relieve pain of cognitive
dissonance
Source: Jon Esler, 1983
Trang 180Acquiring taste
tried spicy food or alcohol.
Trang 181Motivating through
identity
the day before or the morning of the election
voter in the upcoming election?” (Noun)
in the upcoming election?” (Verb)
shape what we do.
Source: Bryan, Walton, Rogers, and Dweck, 2011
“the largest experimental effects ever observed on objectively measured voter turnout.”
Trang 182• And behave in line with how we see
ourselves (identity shaping)
Trang 183Your turn
• How could you use small investments and commitments to make your partner’s
behavior more likely to occur?
• Brainstorm with the person next to you for
5 min each
• Write this down and be prepared to share
Trang 184Desire Engines create routines
- High preference Low
Trang 185T A
RI
Trang 186Spectator sports
VRI
Watch
Outcome (Self) Fandom - belonging (Tribe) Capturing the win (Hunt)
Trang 187With more cycles
Increase motivation and difficulty of action
Greater loyalty, increased price inelasticity, greater
satisfaction
Trang 188Using neuroscience to influence human behavior
Trang 189What are you going to
Trang 190Use this for good.
and take a survey www.OpinionTo.us