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Behavioral Science:
tapping into our irrational drives
Kurt Nelson, PhD.
Family information
Hobbies-Activities
Work & Education
Describing Me
Work
ITT Financial (1990)
BI Worldwide (1992)
Lantern Group (1997)
Education
BS Economics/Marketing (1989)
MBA Marketing (1992)
PhD. I/O Psychology (2010)
Cabin
Travel
Rotary
Hiking
Change
Research
Skiing
I have a scientists’ fascination in trying
to understand why people behave the
way they do – combined with a business
mindset trying to figure out how to apply
those insights!
Kurt Nelson, PhD
Behavioral Science
Behavioral Science fuses…
Psychology, sociology, cognitive science
and behavioral economics to gain better a
understanding of human behavior and
decision making.
Well-defined preferences
Decisions are made to maximize
utility
Makes rational choices that drive
behaviors
Econ Human
Emotional
Decisions subject to biases, guilt,
fairness, social comparison
Gives in to temptation and whims (i.e.,
eats donuts vs carrots)
Behavioral Science
Principles
Goal gradient theory – Goal motivation increases as people move
closer to target. The closer you get to the target, the greater the
motivation is to achieve it.
Behavioral Economic Principles
Research: Buy 10 coffees – get one free!
10 coffee punch card
Average 15.6 days
12 coffee punch card
with 2 pre-punched
Average 12.7 days
Ran Kivetz, 2006
Illusionary goal progress – Goal motivation increases even when
the progress towards the goal is illusionary.
Applying Principles
Goal gradient theory
Illusionary goal progress
Behavioral Economic Principles
Loss aversion: People have a tendency to strongly prefer
avoiding losses compared to acquiring equivalent gains. In other
words, people tend to be more motivated to avoid losing $100 than
they are to win $100.
Value
Pleasure
Pain
GainLoss
Kahneman & Amos
The pain of a loss is 2x the
joy of a gain.
Behavioral Science Principles
Perceived Fairness – people are highly influenced by a sense of
fairness (or really perceived lack of fairness). This impacts both
behavior and attitude.
“Fairness seems a bit like air – its absence is a lot more noticeable than its
presence.”
Mathew Liebermann, PhD
Research: Ultimatum Game – 2 players split $10. One person makes offer
of split, the other decides yes or no to accept.
How much do you usually have offer for the 2nd person to accept?
≥$3
11
If less than $3 shared – most reject offer
Frans deWall
Behavioral Science Principle
https://www.youtube.com/watch?v=lKhAd0Tyny0
Applying Principles
Loss Aversion
Fairness
Behavioral Economic Principles
Idiosyncratic fit – When we feel we have a unique advantage in a
program or that a program is tailored specifically to us we are more
motivated. This sense of unique fit to us fuels our desire to perform –
even if the requirements to achieve success are more difficult.
Low cost entry fee
MeanJoiningLikelihood(0-10)
6
5
4
3
2
High cost entry fee
Likelihood of Joining Credit Card Program
Ran Kivetz
Self Schema’s – Our behavior is impacted by AND impacts our self-
schema’s (schema’s are our beliefs about how we should behave and
think in certain circumstances).
Congruent Behavior – reinforces and is
reinforced by self-schema
Incongruent Behavior – creates angst to
stop behavior or reassess self-schema
Behavioral Science Principle
Applying Principles
Idiosyncratic Fit
Self-Schemas
Behavioral Economic Principles
Motivating uncertainty effect – Research shows that in many
instances, we are more motivated to reach a goal with an uncertain
reward than one with a fixed reward. Existing research suggests that
we prefer certainty over uncertainty when deciding if we should opt-in
for a goal. However, uncertainty is more powerful in boosting
motivation enroute to a goal.
Research: Drink a large amount of water in two minutes. Some people were told
they’d receive two dollars, guaranteed, if they completed the challenge. Others were
told they’d receive either one or two dollars, with outcome dictated by a coin toss.
$2
43%
Completed
$2 or $1
70%
Completed
Shen, Fisbach & Hsee
Behavioral Economic Principles
Anchoring – People use any information as a reference for
evaluating or estimating an unknown value or new information. When
anchoring, people base decisions on events or values known to them
(or that have been primed), even though these facts may have no
bearing on the actual event or value.
Research: Estimate the price of a wireless keyboard after writing down the last
two digits of your social security number – expressed as dollars (i.e., if your
SSN ended in 74, you would write down $74).
The top 20% bid an average of $56 for the cordless keyboard;
the bottom 20% bid an average of $16.
$56 $16
Top 20% Bottom 20%
Dan Ariely
Behavioral Economic Principles
Reference Point – What you expect to pay for something
changes the value that you receive - based on the price you pay.
If you expect to pay a higher amount than you do, the actual
pleasure you receive from the purchase goes up. The corollary is
also true.
Research: How much would you pay for a beer on a hot day at the beach?
Two options were presented as the only place to get beer: fancy hotel or run
down convenient store.
Same beer, same desire, but willing to pay two different prices.
NOTE – friend was going to get beer – so no value is associated with location.
$7.25 $4.10
Fancy Hotel Convenient Store
$
$
Richard Thaler
Applying Principles
Motivating Uncertainty
Anchoring
Reference Point
Behavioral Economic Principles
Say/Do problem – What we say motivates us and what actually
motivates us are often different. When we “say” what motivates us –
we rationalize and need to ensure alignment with social norms and
self identity (e.g., injunctive vs descriptive norms).
“Choice and the decision to take action are separate psychological
transactions.”
Scott Jeffrey, Ph.D.
Group Survey
“I would prefer to receive the cash value of
the prize rather than the prize itself”
Strongly Disagree Strongly Agree
9% 9%
18%
13% 13%
36%
Cash Non-Monetary
14%
39%
Actual Performance Lift
Behavioral Science Principles
Hedonic motivation – hedonic (luxurious) awards are more
motivating than equivalent cash or other rewards. These types of
awards do not result in “indulgence guilt”, they fulfill our desire for
pleasure, and are perceived as being more valuable than their
economic cost.
Applying Principles
Say/Do Problem
Hedonic Motivation
vs
Behavioral Economic Principles
Decoy effect – Preferences for items change when a third option that
is asymmetrically dominated (closer to one option than the other) is
presented.
Research: Economist magazine subscription costs?
$59 Digital
Only
16%
0%
84%
68%
32%
3 Options
$125 Print
Only
$125 Print
& Digital
$59 Digital
Only
$125 Print
& Digital
2 Options
Dan Ariely
Behavioral Economic Principles
Percent that registered before deadline
Framing – People react differently to a particular choice or option
based on how it is presented (e.g., loss or gain, certainty or uncertain,
etc…).
Penalty
93%
67%
Discount
Research: Framing of early registration discount as a penalty or discount?
Behavioral Economic Principles
Choice Architecture – the design of different ways that choices can
be made to people and the impact that design has on decisions and
subsequent behavior (e.g., opt-in vs. default behavior / easy vs. hard).
A more subtle way of choice architecture? Blue versus Grey.
Applying Principles
Decoy Effect
Framing
Choice Architecture
Behavioral Economic Principles
Social proof (the bandwagon effect) – Tendency of people to
assume the actions of others reflect the correct behavior in a given
situation. People are more likely to take action or behave in a
specific manner if they see others doing the same thing.
A
B
C
Research: Which line matches the test line?
75% of participants
conformed to the majority
view at least once, even
when it was clearly incorrect.
Solomon Asch
Test Line
Behavioral Science Principles
Cognitive Overload – Our short-term memory can only process a
limited amount of information. Too much information in too short of
period results in information being discarded and memory/processing
shutting down.
Research: How information is presented can have significant impact on
comprehension, processing and retention.
Applying Principles
Social Proof
Cognitive Load
Summary of Principles
• Goal Gradient Theory
• Illusionary Goal Progress
• Loss Aversion
• Endowment Effect
• Fairness Principle
• Idiosyncratic Fit
• Self-Schema’s
• Motivating Uncertainty Effect
• Anchoring
• Reference Point
• Say – Do Gap
• Decoy Effect
• Hedonic Motivation
• Choice Architecture / Framing
• Social Proof
Implications for reward professionals
Incentive Design
• Set milestone goals
• Incorporate fast start programs
• Leverage loss aversion
• Focus on fairness
• Customize to individuals
• Utilize lotteries (after their enrolled)
• Anchor desired performance
• Enhance with hedonic motivators
Incentive Communication
• Frame communications accordingly
– Gain vs. Loss
– Normative vs. Descriptive
– Present vs. Future
• Graphically drive behaviors
• Use testimonials/numbers to drive
social proof
• Communicate optimal performance
to anchor it in
• Add in decoy option
Warning!
If people feel that they are being
manipulated they will revolt!
If you can do something, doesn’t always
mean you should.
Motivational Theories
Extrinsic Intrinsic
External & Internal
Locus of motivation
Maslow
Hierarchy of Needs
Physiological Needs
Air, Water, Food, Sleep, etc.
Safety Needs
Shelter, Job, Retirement, etc…
Love & Belonging
Family, Friends, Partners
Self
Esteem
Freedom, Dignity,
Achievement
McClelland
Needs Based
N-Ach
- Need for
achievement
N-Pow
- Need for
authority and
power
N-Affil
- Need for
affiliation
People tend to fall into one of three types of personalities – each
driven by different needs (but we shift between all of them)
Locke & Latham
Goal Setting Model
Set Goals
- Specific
- Measureable
- Challenging
Goal
Commitment
- Belief that goal is
attainable
- Worth the effort
Action Planning
- Have the skill and
knowledge
- Timeline
Goals drive significant motivation. Effective goals have three main
components.
Deci & Ryan
Self Determination Theory
Autonomy
Urge to be causal
agents of one's own
life and act in
harmony with one's
integrated self
Competence
Seek to control the
outcome and
experience mastery
Relatedness
Need to interact, be
connected to, and
experience caring for
others
SDT
The Four Drive
Model of Employee
Motivation
Lawrence & Nohria, 2002
4 Drive
Model
of Employee
Motivation
Acquire & Achieve
Driven to acquire things,
resources, pleasures and status
Bond & Belong
Driven to create positive
relationships, engage, and “fit in”
Create & Challenge
Driven to attain mastery, learn,
improve and create
Define & Defend
Driven to defend status, ideas,
relationships and define purpose
Based off of Nohria and Lawrence
4-DRIVE MODEL OF MOTIVATION APPLICATION
Acquire & Achieve: Driven to acquire things, resources,
pleasures and status.
 Establish very clear link between performance and reward; utilize
achievement components – such as status, recognition, special
privileges
 Use hedonic rewards
 Ensure timely payout of rewards
 Individualize rewards as much as possible
4-DRIVE MODEL OF MOTIVATION APPLICATION
Bond & Belong: Driven to create positive relationships, engage,
and “fit in.”
 Reward team efforts or performance
 Utilize peer-to-peer recognition components
 Create team contests
 Utilize manager discretionary budgets for team based awards and
events
 Understand need to bond with others and try not to have other
incentive elements that contradict this
4-DRIVE MODEL OF MOTIVATION APPLICATION
Create & Challenge: Driven to attain mastery, learn, improve and
create.
• Set achievable but realistic stretch goals
• Provide opportunities for individuals to choose own goals
• Build in learning/educational thresholds for earnings
• Create cross-training opportunities
4-DRIVE MODEL OF MOTIVATION APPLICATION
Define & Defend: Driven to defend status, ideas, relationships
and define purpose.
 Relate incentives to corporate mission and vision
 Communication focus on big picture connections and why
 Be transparent with information (both good and bad) to foster trust
and pride
 Provide specific contests/awards that focus on larger purpose goal
of company
 Include customer testimonials in your communications
THANK YOU!
Kurt Nelson, PhD.
kurt@lanterngroup.com
www.linkedin.com/in/kurtwnelson

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Behavioral economics overview presentation at TGAS

  • 1. Behavioral Science: tapping into our irrational drives Kurt Nelson, PhD.
  • 2. Family information Hobbies-Activities Work & Education Describing Me Work ITT Financial (1990) BI Worldwide (1992) Lantern Group (1997) Education BS Economics/Marketing (1989) MBA Marketing (1992) PhD. I/O Psychology (2010) Cabin Travel Rotary Hiking Change Research Skiing I have a scientists’ fascination in trying to understand why people behave the way they do – combined with a business mindset trying to figure out how to apply those insights! Kurt Nelson, PhD
  • 4. Behavioral Science fuses… Psychology, sociology, cognitive science and behavioral economics to gain better a understanding of human behavior and decision making.
  • 5. Well-defined preferences Decisions are made to maximize utility Makes rational choices that drive behaviors Econ Human Emotional Decisions subject to biases, guilt, fairness, social comparison Gives in to temptation and whims (i.e., eats donuts vs carrots)
  • 7. Goal gradient theory – Goal motivation increases as people move closer to target. The closer you get to the target, the greater the motivation is to achieve it. Behavioral Economic Principles Research: Buy 10 coffees – get one free! 10 coffee punch card Average 15.6 days 12 coffee punch card with 2 pre-punched Average 12.7 days Ran Kivetz, 2006 Illusionary goal progress – Goal motivation increases even when the progress towards the goal is illusionary.
  • 8. Applying Principles Goal gradient theory Illusionary goal progress
  • 9. Behavioral Economic Principles Loss aversion: People have a tendency to strongly prefer avoiding losses compared to acquiring equivalent gains. In other words, people tend to be more motivated to avoid losing $100 than they are to win $100. Value Pleasure Pain GainLoss Kahneman & Amos The pain of a loss is 2x the joy of a gain.
  • 10. Behavioral Science Principles Perceived Fairness – people are highly influenced by a sense of fairness (or really perceived lack of fairness). This impacts both behavior and attitude. “Fairness seems a bit like air – its absence is a lot more noticeable than its presence.” Mathew Liebermann, PhD Research: Ultimatum Game – 2 players split $10. One person makes offer of split, the other decides yes or no to accept. How much do you usually have offer for the 2nd person to accept? ≥$3
  • 11. 11 If less than $3 shared – most reject offer Frans deWall Behavioral Science Principle https://www.youtube.com/watch?v=lKhAd0Tyny0
  • 13. Behavioral Economic Principles Idiosyncratic fit – When we feel we have a unique advantage in a program or that a program is tailored specifically to us we are more motivated. This sense of unique fit to us fuels our desire to perform – even if the requirements to achieve success are more difficult. Low cost entry fee MeanJoiningLikelihood(0-10) 6 5 4 3 2 High cost entry fee Likelihood of Joining Credit Card Program Ran Kivetz
  • 14. Self Schema’s – Our behavior is impacted by AND impacts our self- schema’s (schema’s are our beliefs about how we should behave and think in certain circumstances). Congruent Behavior – reinforces and is reinforced by self-schema Incongruent Behavior – creates angst to stop behavior or reassess self-schema Behavioral Science Principle
  • 16. Behavioral Economic Principles Motivating uncertainty effect – Research shows that in many instances, we are more motivated to reach a goal with an uncertain reward than one with a fixed reward. Existing research suggests that we prefer certainty over uncertainty when deciding if we should opt-in for a goal. However, uncertainty is more powerful in boosting motivation enroute to a goal. Research: Drink a large amount of water in two minutes. Some people were told they’d receive two dollars, guaranteed, if they completed the challenge. Others were told they’d receive either one or two dollars, with outcome dictated by a coin toss. $2 43% Completed $2 or $1 70% Completed Shen, Fisbach & Hsee
  • 17. Behavioral Economic Principles Anchoring – People use any information as a reference for evaluating or estimating an unknown value or new information. When anchoring, people base decisions on events or values known to them (or that have been primed), even though these facts may have no bearing on the actual event or value. Research: Estimate the price of a wireless keyboard after writing down the last two digits of your social security number – expressed as dollars (i.e., if your SSN ended in 74, you would write down $74). The top 20% bid an average of $56 for the cordless keyboard; the bottom 20% bid an average of $16. $56 $16 Top 20% Bottom 20% Dan Ariely
  • 18. Behavioral Economic Principles Reference Point – What you expect to pay for something changes the value that you receive - based on the price you pay. If you expect to pay a higher amount than you do, the actual pleasure you receive from the purchase goes up. The corollary is also true. Research: How much would you pay for a beer on a hot day at the beach? Two options were presented as the only place to get beer: fancy hotel or run down convenient store. Same beer, same desire, but willing to pay two different prices. NOTE – friend was going to get beer – so no value is associated with location. $7.25 $4.10 Fancy Hotel Convenient Store $ $ Richard Thaler
  • 20. Behavioral Economic Principles Say/Do problem – What we say motivates us and what actually motivates us are often different. When we “say” what motivates us – we rationalize and need to ensure alignment with social norms and self identity (e.g., injunctive vs descriptive norms). “Choice and the decision to take action are separate psychological transactions.” Scott Jeffrey, Ph.D. Group Survey “I would prefer to receive the cash value of the prize rather than the prize itself” Strongly Disagree Strongly Agree 9% 9% 18% 13% 13% 36% Cash Non-Monetary 14% 39% Actual Performance Lift
  • 21. Behavioral Science Principles Hedonic motivation – hedonic (luxurious) awards are more motivating than equivalent cash or other rewards. These types of awards do not result in “indulgence guilt”, they fulfill our desire for pleasure, and are perceived as being more valuable than their economic cost.
  • 23. Behavioral Economic Principles Decoy effect – Preferences for items change when a third option that is asymmetrically dominated (closer to one option than the other) is presented. Research: Economist magazine subscription costs? $59 Digital Only 16% 0% 84% 68% 32% 3 Options $125 Print Only $125 Print & Digital $59 Digital Only $125 Print & Digital 2 Options Dan Ariely
  • 24. Behavioral Economic Principles Percent that registered before deadline Framing – People react differently to a particular choice or option based on how it is presented (e.g., loss or gain, certainty or uncertain, etc…). Penalty 93% 67% Discount Research: Framing of early registration discount as a penalty or discount?
  • 25. Behavioral Economic Principles Choice Architecture – the design of different ways that choices can be made to people and the impact that design has on decisions and subsequent behavior (e.g., opt-in vs. default behavior / easy vs. hard). A more subtle way of choice architecture? Blue versus Grey.
  • 27. Behavioral Economic Principles Social proof (the bandwagon effect) – Tendency of people to assume the actions of others reflect the correct behavior in a given situation. People are more likely to take action or behave in a specific manner if they see others doing the same thing. A B C Research: Which line matches the test line? 75% of participants conformed to the majority view at least once, even when it was clearly incorrect. Solomon Asch Test Line
  • 28. Behavioral Science Principles Cognitive Overload – Our short-term memory can only process a limited amount of information. Too much information in too short of period results in information being discarded and memory/processing shutting down. Research: How information is presented can have significant impact on comprehension, processing and retention.
  • 30. Summary of Principles • Goal Gradient Theory • Illusionary Goal Progress • Loss Aversion • Endowment Effect • Fairness Principle • Idiosyncratic Fit • Self-Schema’s • Motivating Uncertainty Effect • Anchoring • Reference Point • Say – Do Gap • Decoy Effect • Hedonic Motivation • Choice Architecture / Framing • Social Proof
  • 31. Implications for reward professionals Incentive Design • Set milestone goals • Incorporate fast start programs • Leverage loss aversion • Focus on fairness • Customize to individuals • Utilize lotteries (after their enrolled) • Anchor desired performance • Enhance with hedonic motivators Incentive Communication • Frame communications accordingly – Gain vs. Loss – Normative vs. Descriptive – Present vs. Future • Graphically drive behaviors • Use testimonials/numbers to drive social proof • Communicate optimal performance to anchor it in • Add in decoy option
  • 32. Warning! If people feel that they are being manipulated they will revolt! If you can do something, doesn’t always mean you should.
  • 34. Extrinsic Intrinsic External & Internal Locus of motivation
  • 35. Maslow Hierarchy of Needs Physiological Needs Air, Water, Food, Sleep, etc. Safety Needs Shelter, Job, Retirement, etc… Love & Belonging Family, Friends, Partners Self Esteem Freedom, Dignity, Achievement
  • 36. McClelland Needs Based N-Ach - Need for achievement N-Pow - Need for authority and power N-Affil - Need for affiliation People tend to fall into one of three types of personalities – each driven by different needs (but we shift between all of them)
  • 37. Locke & Latham Goal Setting Model Set Goals - Specific - Measureable - Challenging Goal Commitment - Belief that goal is attainable - Worth the effort Action Planning - Have the skill and knowledge - Timeline Goals drive significant motivation. Effective goals have three main components.
  • 38. Deci & Ryan Self Determination Theory Autonomy Urge to be causal agents of one's own life and act in harmony with one's integrated self Competence Seek to control the outcome and experience mastery Relatedness Need to interact, be connected to, and experience caring for others SDT
  • 39. The Four Drive Model of Employee Motivation Lawrence & Nohria, 2002
  • 40. 4 Drive Model of Employee Motivation Acquire & Achieve Driven to acquire things, resources, pleasures and status Bond & Belong Driven to create positive relationships, engage, and “fit in” Create & Challenge Driven to attain mastery, learn, improve and create Define & Defend Driven to defend status, ideas, relationships and define purpose Based off of Nohria and Lawrence
  • 41. 4-DRIVE MODEL OF MOTIVATION APPLICATION Acquire & Achieve: Driven to acquire things, resources, pleasures and status.  Establish very clear link between performance and reward; utilize achievement components – such as status, recognition, special privileges  Use hedonic rewards  Ensure timely payout of rewards  Individualize rewards as much as possible
  • 42. 4-DRIVE MODEL OF MOTIVATION APPLICATION Bond & Belong: Driven to create positive relationships, engage, and “fit in.”  Reward team efforts or performance  Utilize peer-to-peer recognition components  Create team contests  Utilize manager discretionary budgets for team based awards and events  Understand need to bond with others and try not to have other incentive elements that contradict this
  • 43. 4-DRIVE MODEL OF MOTIVATION APPLICATION Create & Challenge: Driven to attain mastery, learn, improve and create. • Set achievable but realistic stretch goals • Provide opportunities for individuals to choose own goals • Build in learning/educational thresholds for earnings • Create cross-training opportunities
  • 44. 4-DRIVE MODEL OF MOTIVATION APPLICATION Define & Defend: Driven to defend status, ideas, relationships and define purpose.  Relate incentives to corporate mission and vision  Communication focus on big picture connections and why  Be transparent with information (both good and bad) to foster trust and pride  Provide specific contests/awards that focus on larger purpose goal of company  Include customer testimonials in your communications
  • 45. THANK YOU! Kurt Nelson, PhD. kurt@lanterngroup.com www.linkedin.com/in/kurtwnelson