SlideShare a Scribd company logo
1 of 45
Download to read offline
Event	
  sponsored	
  by	
  Affinnova	
  
All	
  copyright	
  owned	
  by	
  The	
  Future	
  Place	
  and	
  the	
  presenters	
  of	
  the	
  material	
  
For	
  more	
  informa=on	
  about	
  Affinnova	
  visit	
  h>p://www.	
  affinnova.com/	
  
For	
  more	
  informa=on	
  about	
  NewMR	
  events	
  visit	
  newmr.org	
  
Advanced	
  Quant	
  Techniques	
  
July	
  14,	
  2011	
  
The	
  Pursuit	
  of	
  Happiness…	
  	
  
Can	
  emo:ons	
  predict	
  in-­‐market	
  
performance?	
  
Will	
  Goodhand,	
  Brainjuicer	
  
2
2
The Pursuit of Happiness…
Can emotions predict
in-market performance?
Award
Winner
2007
2007
Award
Winner
2007
2007
Award
Winner
2007
S London S Rotterdam S Lausanne S Hamburg S New York S Chicago S LA S Toronto S Melbourne S Shanghai S Sao Paulo
A Leading International Online research agency
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
3
Introducing System 1 vs. System 2 Thinking…
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
4
Implicit has greater processing power (and is less effortful)
System 2
System 1
50 bit/sec
11,000,000 bit/sec
Zimmerman, M. (1989) "The Nervous System in the
Context of Information Theory".
We	
  are	
  not	
  
thinking	
  
machines	
  that	
  
feel;	
  we	
  are	
  
feeling	
  machines	
  
that	
  think 	
  	
  
Antonio	
  Damasio	
  
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
5
Can you tell what it is in the picture?
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
6
The way we think
fffddddggg
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
7
The way we think
fffddddggg
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
8
The way we think
green
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
9
The way we think
green
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
10
The way we think
blue
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
11
The way we think
red
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
12
The way we think
blue
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
13
Intuitive Judgement
A	
  bat	
  and	
  a	
  ball	
  cost	
  $1.10	
  in	
  total.	
  
The	
  bat	
  costs	
  $1	
  more	
  than	
  the	
  ball.	
  
How	
  much	
  does	
  the	
  ball	
  cost? 	
  
People	
  are	
  not	
  accustomed	
  to	
  thinking	
  hard,	
  and	
  are	
  oBen	
  content	
  to	
  
trust	
  a	
  plausible	
  judgement	
  that	
  quickly	
  comes	
  to	
  mind. 	
  	
  
Daniel	
  Kahnemann,	
  Nobel	
  Prize	
  Winner	
  
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
14
Human behaviour driven by two independent brain systems, 1 & 2 …
Explicit	
  
Slow	
  
AnalyIcal	
  
Learned	
  
ProposiIonal	
  
Conscious	
  
System 2
Implicit	
  
Fast	
  
IntuiIve	
  
InsIncIve	
  
Metaphoric	
  	
  
Unconscious	
  
System 1
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
15
Current view is that emotion simply helps message cut through…
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
16
But new evidence reveals that the most effective advertising draws
people closer to the brand…
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Dec 10
17
Paul Ekman
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
18
As seen in Lie To Me Hit TV Series based on Paul Ekman s work
19
“Which of these faces best expresses
how you feel about this ad?”
“To what degree did this
ad make you feel
[selected emotion]?”
“And what was it about this
idea that made you feel this way?”
FaceTrace® - Measuring Emotional Appeal
BrainJuicer® 2006
Contempt
Surprise
Anger
Disgust
Happiness
Sadness
Fear
Neutral
Captures Reasons for Emotion
1
Award
Winner
2007
2007
Award
Winner
2007
Award
Winner
2007
2007
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Dec 10
20
Emotional campaigns outperform rational, info-based campaigns…
16%
26%
31%
0%
5%
10%
15%
20%
25%
30%
35%
Emotional Ad Strategy Combined Rational Ad Strategy
Campaign strategy
Vlargeprofitgains(%reporting)
Emotional advertising campaigns are more effective & more
profitable than rational campaigns - even in 'rational' categories…
Les Binet & Peter Field
Marketing in the Era of
Accountability, 2007
(IPA dataMINE analysis
study on 880 case studies).
“…The most effective advertisements of all are
those with little or no rational content
21
Dec 10
21
Fame Campaign examples
22
Which of these faces best expresses
how you feel about this advert?
To what degree did this
advert make you feel
[selected emotion]?
What was it about this advert
that made you feel this way?
[Use patented MindReader®
to capture reasons]
Measuring the Cadbury Gorilla Emotionally with FaceTrace®
BrainJuicer © 2006
Contempt
Surprise
Anger
Disgust
Happiness
Sadness
Fear
Neutral
Award
Winner
2007
2007
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
23
Cadbury Gorilla Ad
The best ad around! I just love it!!!! it is different
and memorable
Great ad, gets people talking about it,
memorable
What does a gorilla playing the drums have to do
with chocolate?
Don't understand the connection between a
gorilla and chocolate
First time I saw it I was really surprised it was for
Excellent ad, not quite sure what gorilla
represents, but who cares. Fantastic
Ad is brilliant and gorilla makes me laugh, its
very clever and easy to remember
Not what I was expecting. Trying to work out
whether the gorilla was real...
Bizarre and unique. Makes you watch
the whole ad to find the tagline.
Good filming, but what has it to do with
chocolate?
Cannot see what the connection was between
Phil Collins, Gorilla & Chocolate
12
65
16
1
5
2.17
1
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
%ofrespondents
Intensity Score
measured on a
scale from 0 to +3
Contempt
Disgust
Anger
Fear
Sadness
Neutral
Happy
Surprise
24
Cadbury s most effective ad ever
12
6
65
43
16
43
5 5
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
CDM (Gorilla) Commercial ads norm
Contempt
Disgust
Anger
Fear
Sadness
Neutral
Happy
Surprise
2.17 1.33
-1
0
1
2
How easy it
is to
understand
How relevant
it is to you
How
persuasive
you found it
How much it
told you
about the
brand
CDM Gorilla UK TV ad test norm
Very Positive
Negative
Emotional
Intensity
(0 to +3)
Would NOT have been progressed
on usual information measures
WOULD have been progressed on
emotional engagement measures
S  Masterbrand payback 171% vs
previous campaigns
S  Revenue ROI of £4.88 for every £1
spent (vs £3.16 for previous
persuasion campaign)
S  Hardened price elasticity by 27%
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Month Yr
25
FaceTracing Output: Phil Collins
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Start2
sec4
sec6
sec8
sec10
sec12
sec14
sec16
sec18
sec20
sec22
sec24
sec26
sec28
sec30
sec32
sec34
sec36
sec38
sec40
sec42
sec44
sec46
sec48
sec50
sec52
sec54
sec56
sec58
sec60
sec62
sec64
sec66
sec68
sec70
sec72
sec74
sec76
sec78
sec80
sec82
sec84
sec86
sec88
sec90
sec
Contempt
Disgust
Anger
Fear
Sadness
Neutral
Happy
Surprise
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Month Yr
26
Heineken Walk-In Fridge
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Heineken Walk-in Fridge…
…would not have been progressed on cognitive KPIs
27
7
12
43
63
40
21
4
02
3 3
1.33 2.10
1 1
Contempt
Disgust
Anger
Fear
Sadness
Neutral
Happiness
Surprise
Intensity Score
Finished TV-
ad Norm
- Click -
to watch advertisement
- Heineken Walk-In fridge ad -
Emotional measurement shows
how brilliant the ad really is
-­‐ 1
0
1
Relevant Persuasive Made you
want buy the
product
How much it
told about
brand
UK TV ad test norm
Very Positive
Very Negative
Finished TV-
ad Norm
Would not have been progressed on
cognitive KPIs
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
28
Both strongly outperform UK benchmark on Emotion-into-ActionTM
1%
22%
28%
31%
16%
1%
0%
10%
20%
30%
40%
50%
<65 66-70 71-75 76-80 81-85 >86
Emotion-into-Action™ Score
% of Cases
(UK finished film norm)
= Great ads
= Good ads
= Mediocre ads
84
85
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
…Enjoyed by millions of people on the web
29
R
2
= 0.79
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
1 1.25 1.5 1.75 2 2.25 2.5
Emotional Intensity Score
YouTubeHits
More Emotional Appeal = Exponential Growth in Fame
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Dec 10
30
71
44
0
10
20
30
40
50
60
70
80
Not Pre-tested Pre-tested
Traditional pre-testing actually REDUCES ad effectiveness
Cases with favourable pre-testing results
did significantly worse in market
than those that were not tested
- Binet & Field, Marketing in the Era of Accountability, 2008
Source: Marketing in the Era of Accountability, Binet & Field, 2008.
Analysis from the IPA DataMine effectiveness database.
Effectiveness Success Rate %
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
31
The Dirty Little Secret of Traditional Ad Pretesting
71
44
0
10
20
30
40
50
60
70
80
Not Pre-tested Pre-tested
The dirty little secret of traditional, information-based ad
pretesting is that it s actually making things worse, by
actively discriminating against the best creative & most
effective work and suggesting improvements to fit it s
rational, information-based agenda.
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
32
So are all categories driven by emotion?
Month Yr
33
World Exclusive: IPA experiment correlating big business effects
XL Business
Effects
S 18 Ad campaigns – all submitted for IPA most effective campaign award
S Key criterion: # of very large business effects achieved, for example:
S market share gain
S reduction of price sensitivity
S increased penetration
S profit gain
S loyalty gain
S Experiment: which KPI can best select most effective 9 out of these 18 ads?
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
34
Emotion-into-Action™ score is the best predictor of Ad Effectiveness
Traditional KPIs actually discriminate against most effective ads…
2.67
1.67
2.00
2.33
1.78
2.56
2.00
2.33
1.78
2.56
1
2
3
Best 9
Ads
Bottom 9
Ads
Best 9
Ads
Bottom 9
Ads
Best 9
Ads
Bottom 9
Ads
Best 9
Ads
Bottom 9
Ads
Best 9
Ads
Bottom 9
Ads
Base: 18 ads for which business effectiveness data is available from the IPA
Average number of very large business effects achieved
for top and bottom 9 ads when ordered on each measure
Emotion-into-
Action™
Persuasion Established Industry
Cut-through
Measure Equivalent
Specific
Key Message
= on Message
Brand Linkage
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Month Yr
35
Emotion-into-Action™ has a strong, positive correlation with efficiency;
Traditional cognitive KPIs actually show a negative correlation
0.37
-0.05
-0.27
-0.16
-0.30
-0.5
-0.4
-0.3
-0.2
-0.1
0
0.1
0.2
0.3
0.4
0.5
Emotion-into-
Action
Persuasion Established Industry
Cut-through
Measure Equivalent
Brand Linkage
Base: 10 ads for which SOM and ESOV data is
available from the IPA
Specific
Key Message
= on Message
+ - - - -
Extent to which variation in each measure explains variation in efficiency
(R-squared values) – with positive or negative correlations marked (+/-)
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Month Yr
36 36
Guide to Likely Business Effects
Profit gain extremely likely
Share gain very likely
Reduction in price sensitivity likely
Viral potential in some cases
Profit gain quite likely
Share gain likely
Profit gain possible
Share gain potential limited
Negative return on marketing investment quite likely
Negative return on marketing investment likely
Blockbuster
Must See
Solid Performance
Pedestrian
Straight to Video
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
60 65 70 75 80 85 90
Emotion-into-Action™ Score
Efficiency
Indication of Efficiency using Emotion-into-Action™ Score
Efficiency = share gain/extra share of voice
Note: colour = confidence band (based on average size of 95% confidence interval for efficiency values)
CDM Gorilla
ROI £1.85*
IPA Silver
* Calculated using a reported
revenue ROI of £4.88 and a reported
conservative industry estimate for
gross margin of 38%. Source:
Advertising Works 19, WARC, 2010
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Month Yr
38
4 6
10
2
6 3 2
19
46
25
52
41
50
46
62
41
45
44
35
53
39
45
33
37
2
0
0 0
0 0 0 00
0
0 0
0 0 0 11
2
1 1
0 0
2 0
2
1 12
15
2 3 4 5
1 20
8
0 0
0
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Rickards
AWARD
WINNER
Brand A McDonald's
AWARD
WINNER
Brand B McCain Sweet
Potato
Superfries
AWARD
WINNER
Brand C A Pillsbury
Ready to Bake
Cookies
AWARD
WINNER
Brand D
%ofrespondents
Contempt
Disgust
Anger
Fear
Sadness
Neutral
Happiness
Surprise
CASSIES Experiment Canada: Emotional Response
Which of these faces best expresses how you feel about the advert you saw?
72.2 59.6 75.6 70.0 73.2 71.2 78.4 73.6
Emotion-into-
Action™Score
!!
!!
!!
!!
!!
!!
!!
Beer Fast Food Frozen Potatoes Home Baking Mixes
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Dec 10
39
Case Study
40
Tropicana Fruit to the City
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
41
Tropicana Breakfast in New York
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
42
1 1
6
72
66
43
27
30
43
100
1 2 58
913
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Brand X: Ad A Brand X: Ad B Commercial ads
norm
Contempt
Disgust
Anger
Fear
Sadness
Neutral
Happy
Surprise
Tropicana: Emotional response a better predictor of ROI
Emotional
Intensity
(0 to +3)
1.79 1.66
ROI*: £1.83 £1.73
*ROI measured by Nielsen
1.33
5.08
5.00
5.47
5.22
5.17
5.13
4.5
5
5.5
How much it
told you about
the brand
How relevant it
is to you
How persuasive
you found it
Brand X: Ad A Brand X: Ad B
43
60 65 70 75 80 85 90
Emotion-into-Action™ Score
Efficiency
43
Indication of Efficiency using Emotion-into-Action™ Score
Efficiency = share gain/extra share of voice
Note: colour = confidence band (based on average size of
95% confidence interval for efficiency values)
Tropicana
Fruit to City
ROI £1.73
Tropicana Breakfast
in New York
ROI £1.83
IPA Silver
* Calculated using a reported
revenue ROI of £4.88 and a reported
conservative industry estimate for
gross margin of 38%. Source:
Advertising Works 19, WARC, 2010
Will Goodhand, BrainJuicer, UK
NewMR Advanced Quant Techniques, July 14, 2011
Q & A
Will Goodhand
BrainJuicer
Andrew Jeavons
Survey Analytics
45
July 11March 2010
45
More info?
Will Goodhand
Juicy Evangelist
will.goodhand@brainjuicer.com
+44 7980 673 186
www.brainjuicer.com

More Related Content

What's hot

Expo Day: UCSF, Stanford, VieLight & Lumos Labs
Expo Day: UCSF, Stanford, VieLight & Lumos LabsExpo Day: UCSF, Stanford, VieLight & Lumos Labs
Expo Day: UCSF, Stanford, VieLight & Lumos LabsSharpBrains
 
Top Brainnovation to improve Brain Health & Performance
 Top Brainnovation to improve Brain Health & Performance Top Brainnovation to improve Brain Health & Performance
Top Brainnovation to improve Brain Health & PerformanceSharpBrains
 
Lessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to market
Lessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to marketLessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to market
Lessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to marketSharpBrains
 
When to Choose Immersive VR Headset Technology
When to Choose Immersive VR Headset TechnologyWhen to Choose Immersive VR Headset Technology
When to Choose Immersive VR Headset TechnologySeriousGamesAssoc
 
Designing for Persuasion, Emotion, and Trust
Designing for Persuasion, Emotion, and TrustDesigning for Persuasion, Emotion, and Trust
Designing for Persuasion, Emotion, and TrustUXPA UK
 

What's hot (6)

Expo Day: UCSF, Stanford, VieLight & Lumos Labs
Expo Day: UCSF, Stanford, VieLight & Lumos LabsExpo Day: UCSF, Stanford, VieLight & Lumos Labs
Expo Day: UCSF, Stanford, VieLight & Lumos Labs
 
Top Brainnovation to improve Brain Health & Performance
 Top Brainnovation to improve Brain Health & Performance Top Brainnovation to improve Brain Health & Performance
Top Brainnovation to improve Brain Health & Performance
 
Lessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to market
Lessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to marketLessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to market
Lessons learned in bring­ing inno­v­a­tive brain fitness solu­tions to market
 
Neuromarketing
Neuromarketing Neuromarketing
Neuromarketing
 
When to Choose Immersive VR Headset Technology
When to Choose Immersive VR Headset TechnologyWhen to Choose Immersive VR Headset Technology
When to Choose Immersive VR Headset Technology
 
Designing for Persuasion, Emotion, and Trust
Designing for Persuasion, Emotion, and TrustDesigning for Persuasion, Emotion, and Trust
Designing for Persuasion, Emotion, and Trust
 

Viewers also liked

FT Quant presentation eng
FT Quant presentation engFT Quant presentation eng
FT Quant presentation engLuka Gubo
 
Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...
Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...
Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...Quantopian
 
Peculiarities of Volatilities by Ernest Chan at QuantCon 2016
Peculiarities of Volatilities by Ernest Chan at QuantCon 2016Peculiarities of Volatilities by Ernest Chan at QuantCon 2016
Peculiarities of Volatilities by Ernest Chan at QuantCon 2016Quantopian
 
Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...
Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...
Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...Quantopian
 
Dual Momentum Investing by Gary Antonacci QuantCon 2016
Dual Momentum Investing by Gary Antonacci QuantCon 2016Dual Momentum Investing by Gary Antonacci QuantCon 2016
Dual Momentum Investing by Gary Antonacci QuantCon 2016Quantopian
 
DIY Quant Strategies on Quantopian
DIY Quant Strategies on QuantopianDIY Quant Strategies on Quantopian
DIY Quant Strategies on QuantopianJess Stauth
 
Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016
Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016
Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016Quantopian
 
Basic Six Sigma Presentation
Basic Six Sigma PresentationBasic Six Sigma Presentation
Basic Six Sigma Presentationvivekissar
 

Viewers also liked (9)

FT Quant presentation eng
FT Quant presentation engFT Quant presentation eng
FT Quant presentation eng
 
Engenharia financeira
Engenharia financeiraEngenharia financeira
Engenharia financeira
 
Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...
Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...
Combining the Best Stock Selection Factors by Patrick O'Shaughnessy at QuantC...
 
Peculiarities of Volatilities by Ernest Chan at QuantCon 2016
Peculiarities of Volatilities by Ernest Chan at QuantCon 2016Peculiarities of Volatilities by Ernest Chan at QuantCon 2016
Peculiarities of Volatilities by Ernest Chan at QuantCon 2016
 
Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...
Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...
Statistics - The Missing Link Between Technical Analysis and Algorithmic Trad...
 
Dual Momentum Investing by Gary Antonacci QuantCon 2016
Dual Momentum Investing by Gary Antonacci QuantCon 2016Dual Momentum Investing by Gary Antonacci QuantCon 2016
Dual Momentum Investing by Gary Antonacci QuantCon 2016
 
DIY Quant Strategies on Quantopian
DIY Quant Strategies on QuantopianDIY Quant Strategies on Quantopian
DIY Quant Strategies on Quantopian
 
Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016
Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016
Market Timing, Big Data, and Machine Learning by Xiao Qiao at QuantCon 2016
 
Basic Six Sigma Presentation
Basic Six Sigma PresentationBasic Six Sigma Presentation
Basic Six Sigma Presentation
 

Similar to Will goodhand advanced quant - 2011 - 2

Will goodhand advanced quant - 2011 - 1
Will goodhand   advanced quant - 2011 - 1Will goodhand   advanced quant - 2011 - 1
Will goodhand advanced quant - 2011 - 1Ray Poynter
 
A Measured Approach To Integrated Marketing Communications 2008
A Measured Approach To Integrated Marketing Communications 2008A Measured Approach To Integrated Marketing Communications 2008
A Measured Approach To Integrated Marketing Communications 2008Jim Forrest
 
Innovation for Healthcare Marketing
Innovation for Healthcare MarketingInnovation for Healthcare Marketing
Innovation for Healthcare MarketingGSW
 
John kearon main stage - 2012
John kearon   main stage - 2012John kearon   main stage - 2012
John kearon main stage - 2012Ray Poynter
 
NewMR - Mann and Bainbridge - June 2021
NewMR -  Mann and Bainbridge - June 2021 NewMR -  Mann and Bainbridge - June 2021
NewMR - Mann and Bainbridge - June 2021 Ray Poynter
 
Making Advertising More of a Science Than an Art | Nielsen
Making Advertising More of a Science Than an Art | NielsenMaking Advertising More of a Science Than an Art | Nielsen
Making Advertising More of a Science Than an Art | NielsenKirill Smirnov
 
University Of Wisconsin Madison Essays
University Of Wisconsin Madison EssaysUniversity Of Wisconsin Madison Essays
University Of Wisconsin Madison EssaysEvelin Santos
 
Nudgestock 2020 – Necessity is the Mother of Reinvention
Nudgestock 2020 – Necessity is the Mother of ReinventionNudgestock 2020 – Necessity is the Mother of Reinvention
Nudgestock 2020 – Necessity is the Mother of ReinventionOgilvy Consulting
 
Human Centered Thinking - MetaMeta - for Give Back Hack PHL17
Human Centered Thinking -  MetaMeta - for Give Back Hack PHL17Human Centered Thinking -  MetaMeta - for Give Back Hack PHL17
Human Centered Thinking - MetaMeta - for Give Back Hack PHL17John Cardone
 
Think Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website ConversionsThink Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website ConversionsErik Johnson
 
Rational Advertising Is Dead. Neuroscience Killed It. A Wasabi Rabbit White ...
Rational Advertising Is Dead.  Neuroscience Killed It. A Wasabi Rabbit White ...Rational Advertising Is Dead.  Neuroscience Killed It. A Wasabi Rabbit White ...
Rational Advertising Is Dead. Neuroscience Killed It. A Wasabi Rabbit White ...John Mustin
 
Neuro-design with a fMRI brain scanner, let's neuromarketing!
Neuro-design with a fMRI brain scanner, let's neuromarketing!Neuro-design with a fMRI brain scanner, let's neuromarketing!
Neuro-design with a fMRI brain scanner, let's neuromarketing!IgnitionOne
 
Bioscoop creëert sterke emotionele betrokkenheid volgens NCM
Bioscoop creëert sterke emotionele betrokkenheid volgens NCMBioscoop creëert sterke emotionele betrokkenheid volgens NCM
Bioscoop creëert sterke emotionele betrokkenheid volgens NCMbrightfish_be
 
Digital Marketing ROI at Blogworld NYC
Digital Marketing ROI at Blogworld NYCDigital Marketing ROI at Blogworld NYC
Digital Marketing ROI at Blogworld NYCChristopher Penn
 
2015 06-15 - ARF RealEyes
2015 06-15 - ARF RealEyes2015 06-15 - ARF RealEyes
2015 06-15 - ARF RealEyesRealeyes
 
What's Next: Nudgestock 2019 in 60 minutes
What's Next: Nudgestock 2019 in 60 minutesWhat's Next: Nudgestock 2019 in 60 minutes
What's Next: Nudgestock 2019 in 60 minutesOgilvy Consulting
 
Brand Box 5 - How To Say It - The Marketer's Ultimate Toolkit
Brand Box 5 - How To Say It - The Marketer's Ultimate ToolkitBrand Box 5 - How To Say It - The Marketer's Ultimate Toolkit
Brand Box 5 - How To Say It - The Marketer's Ultimate ToolkitAshton Bishop
 
Presentation: Harnessing the Collective Wisdom of the Crowd
Presentation: Harnessing the Collective Wisdom of the CrowdPresentation: Harnessing the Collective Wisdom of the Crowd
Presentation: Harnessing the Collective Wisdom of the CrowdIdeaScale
 
Neuroscience Meets Marketing Science
Neuroscience Meets Marketing ScienceNeuroscience Meets Marketing Science
Neuroscience Meets Marketing ScienceRandall Beard
 
Get Advertising Smart - Effective Campaigns from the Perspective of the Brain
Get Advertising Smart - Effective Campaigns from the Perspective of the Brain Get Advertising Smart - Effective Campaigns from the Perspective of the Brain
Get Advertising Smart - Effective Campaigns from the Perspective of the Brain emmersons1
 

Similar to Will goodhand advanced quant - 2011 - 2 (20)

Will goodhand advanced quant - 2011 - 1
Will goodhand   advanced quant - 2011 - 1Will goodhand   advanced quant - 2011 - 1
Will goodhand advanced quant - 2011 - 1
 
A Measured Approach To Integrated Marketing Communications 2008
A Measured Approach To Integrated Marketing Communications 2008A Measured Approach To Integrated Marketing Communications 2008
A Measured Approach To Integrated Marketing Communications 2008
 
Innovation for Healthcare Marketing
Innovation for Healthcare MarketingInnovation for Healthcare Marketing
Innovation for Healthcare Marketing
 
John kearon main stage - 2012
John kearon   main stage - 2012John kearon   main stage - 2012
John kearon main stage - 2012
 
NewMR - Mann and Bainbridge - June 2021
NewMR -  Mann and Bainbridge - June 2021 NewMR -  Mann and Bainbridge - June 2021
NewMR - Mann and Bainbridge - June 2021
 
Making Advertising More of a Science Than an Art | Nielsen
Making Advertising More of a Science Than an Art | NielsenMaking Advertising More of a Science Than an Art | Nielsen
Making Advertising More of a Science Than an Art | Nielsen
 
University Of Wisconsin Madison Essays
University Of Wisconsin Madison EssaysUniversity Of Wisconsin Madison Essays
University Of Wisconsin Madison Essays
 
Nudgestock 2020 – Necessity is the Mother of Reinvention
Nudgestock 2020 – Necessity is the Mother of ReinventionNudgestock 2020 – Necessity is the Mother of Reinvention
Nudgestock 2020 – Necessity is the Mother of Reinvention
 
Human Centered Thinking - MetaMeta - for Give Back Hack PHL17
Human Centered Thinking -  MetaMeta - for Give Back Hack PHL17Human Centered Thinking -  MetaMeta - for Give Back Hack PHL17
Human Centered Thinking - MetaMeta - for Give Back Hack PHL17
 
Think Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website ConversionsThink Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website Conversions
 
Rational Advertising Is Dead. Neuroscience Killed It. A Wasabi Rabbit White ...
Rational Advertising Is Dead.  Neuroscience Killed It. A Wasabi Rabbit White ...Rational Advertising Is Dead.  Neuroscience Killed It. A Wasabi Rabbit White ...
Rational Advertising Is Dead. Neuroscience Killed It. A Wasabi Rabbit White ...
 
Neuro-design with a fMRI brain scanner, let's neuromarketing!
Neuro-design with a fMRI brain scanner, let's neuromarketing!Neuro-design with a fMRI brain scanner, let's neuromarketing!
Neuro-design with a fMRI brain scanner, let's neuromarketing!
 
Bioscoop creëert sterke emotionele betrokkenheid volgens NCM
Bioscoop creëert sterke emotionele betrokkenheid volgens NCMBioscoop creëert sterke emotionele betrokkenheid volgens NCM
Bioscoop creëert sterke emotionele betrokkenheid volgens NCM
 
Digital Marketing ROI at Blogworld NYC
Digital Marketing ROI at Blogworld NYCDigital Marketing ROI at Blogworld NYC
Digital Marketing ROI at Blogworld NYC
 
2015 06-15 - ARF RealEyes
2015 06-15 - ARF RealEyes2015 06-15 - ARF RealEyes
2015 06-15 - ARF RealEyes
 
What's Next: Nudgestock 2019 in 60 minutes
What's Next: Nudgestock 2019 in 60 minutesWhat's Next: Nudgestock 2019 in 60 minutes
What's Next: Nudgestock 2019 in 60 minutes
 
Brand Box 5 - How To Say It - The Marketer's Ultimate Toolkit
Brand Box 5 - How To Say It - The Marketer's Ultimate ToolkitBrand Box 5 - How To Say It - The Marketer's Ultimate Toolkit
Brand Box 5 - How To Say It - The Marketer's Ultimate Toolkit
 
Presentation: Harnessing the Collective Wisdom of the Crowd
Presentation: Harnessing the Collective Wisdom of the CrowdPresentation: Harnessing the Collective Wisdom of the Crowd
Presentation: Harnessing the Collective Wisdom of the Crowd
 
Neuroscience Meets Marketing Science
Neuroscience Meets Marketing ScienceNeuroscience Meets Marketing Science
Neuroscience Meets Marketing Science
 
Get Advertising Smart - Effective Campaigns from the Perspective of the Brain
Get Advertising Smart - Effective Campaigns from the Perspective of the Brain Get Advertising Smart - Effective Campaigns from the Perspective of the Brain
Get Advertising Smart - Effective Campaigns from the Perspective of the Brain
 

More from Ray Poynter

The State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and FindingsThe State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and FindingsRay Poynter
 
ResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis toolResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis toolRay Poynter
 
AI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from YasnaAI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from YasnaRay Poynter
 
Artificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So FarArtificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So FarRay Poynter
 
State of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMRState of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMRRay Poynter
 
Sudden Death of Beliefs
Sudden Death of BeliefsSudden Death of Beliefs
Sudden Death of BeliefsRay Poynter
 
Uncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden NarrativesUncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden NarrativesRay Poynter
 
Narrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at MondelēzNarrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at MondelēzRay Poynter
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in FocusRay Poynter
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in FocusRay Poynter
 
The State of Insights – September 2023
The State of Insights – September 2023The State of Insights – September 2023
The State of Insights – September 2023Ray Poynter
 
Research Thinking in the age of AI
Research Thinking in the age of AIResearch Thinking in the age of AI
Research Thinking in the age of AIRay Poynter
 
How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?Ray Poynter
 
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...Ray Poynter
 
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...Ray Poynter
 
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysUsing Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysRay Poynter
 
Exploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPTExploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPTRay Poynter
 
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysUsing Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysRay Poynter
 
How AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business GrowthHow AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business GrowthRay Poynter
 
Tech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer researchTech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer researchRay Poynter
 

More from Ray Poynter (20)

The State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and FindingsThe State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and Findings
 
ResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis toolResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis tool
 
AI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from YasnaAI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from Yasna
 
Artificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So FarArtificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So Far
 
State of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMRState of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMR
 
Sudden Death of Beliefs
Sudden Death of BeliefsSudden Death of Beliefs
Sudden Death of Beliefs
 
Uncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden NarrativesUncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden Narratives
 
Narrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at MondelēzNarrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at Mondelēz
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in Focus
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in Focus
 
The State of Insights – September 2023
The State of Insights – September 2023The State of Insights – September 2023
The State of Insights – September 2023
 
Research Thinking in the age of AI
Research Thinking in the age of AIResearch Thinking in the age of AI
Research Thinking in the age of AI
 
How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?
 
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
 
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
 
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysUsing Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
 
Exploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPTExploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPT
 
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysUsing Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
 
How AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business GrowthHow AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business Growth
 
Tech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer researchTech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer research
 

Recently uploaded

Influencer Marketing Power point presentation
Influencer Marketing  Power point presentationInfluencer Marketing  Power point presentation
Influencer Marketing Power point presentationdgtivemarketingagenc
 
Mastering SEO in the Evolving AI-driven World
Mastering SEO in the Evolving AI-driven WorldMastering SEO in the Evolving AI-driven World
Mastering SEO in the Evolving AI-driven WorldScalenut
 
The Impact of Digital Technologies
The Impact of Digital Technologies The Impact of Digital Technologies
The Impact of Digital Technologies bruguardarib
 
GreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web RevolutionGreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web RevolutionWilliam Barnes
 
Jai Institute for Parenting Program Guide
Jai Institute for Parenting Program GuideJai Institute for Parenting Program Guide
Jai Institute for Parenting Program Guidekiva6
 
SORA AI: Will It Be the Future of Video Creation?
SORA AI: Will It Be the Future of Video Creation?SORA AI: Will It Be the Future of Video Creation?
SORA AI: Will It Be the Future of Video Creation?Searchable Design
 
Russian Call Girls Nagpur Swara 8617697112 Independent Escort Service Nagpur
Russian Call Girls Nagpur Swara 8617697112 Independent Escort Service NagpurRussian Call Girls Nagpur Swara 8617697112 Independent Escort Service Nagpur
Russian Call Girls Nagpur Swara 8617697112 Independent Escort Service NagpurCall girls in Ahmedabad High profile
 
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...ChesterYang6
 
Omnichannel Marketing: Defining Omnichannel Marketing
Omnichannel Marketing: Defining Omnichannel MarketingOmnichannel Marketing: Defining Omnichannel Marketing
Omnichannel Marketing: Defining Omnichannel MarketingDove Soft Ltd
 
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO SuccessBrighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO SuccessVarn
 
Digital Marketing Spotlight: Lifecycle Advertising Strategies.pdf
Digital Marketing Spotlight: Lifecycle Advertising Strategies.pdfDigital Marketing Spotlight: Lifecycle Advertising Strategies.pdf
Digital Marketing Spotlight: Lifecycle Advertising Strategies.pdfDemandbase
 
How To Utilize Calculated Properties in your HubSpot Setup
How To Utilize Calculated Properties in your HubSpot SetupHow To Utilize Calculated Properties in your HubSpot Setup
How To Utilize Calculated Properties in your HubSpot Setupssuser4571da
 
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptxBrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptxcollette15
 
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdfDIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdfmayanksharma0441
 
Local SEO Domination: Put your business at the forefront of local searches!
Local SEO Domination:  Put your business at the forefront of local searches!Local SEO Domination:  Put your business at the forefront of local searches!
Local SEO Domination: Put your business at the forefront of local searches!dstvtechnician
 
Branding strategies of new company .pptx
Branding strategies of new company .pptxBranding strategies of new company .pptx
Branding strategies of new company .pptxVikasTiwari846641
 
How To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdf
How To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdfHow To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdf
How To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdfSOFTTECHHUB
 
Social Samosa Guidebook for SAMMIES 2024.pdf
Social Samosa Guidebook for SAMMIES 2024.pdfSocial Samosa Guidebook for SAMMIES 2024.pdf
Social Samosa Guidebook for SAMMIES 2024.pdfSocial Samosa
 
Cost-effective tactics for navigating CPC surges
Cost-effective tactics for navigating CPC surgesCost-effective tactics for navigating CPC surges
Cost-effective tactics for navigating CPC surgesPushON Ltd
 
DIGITAL MARKETING COURSE IN BTM -Influencer Marketing Strategy
DIGITAL MARKETING COURSE IN BTM -Influencer Marketing StrategyDIGITAL MARKETING COURSE IN BTM -Influencer Marketing Strategy
DIGITAL MARKETING COURSE IN BTM -Influencer Marketing StrategySouvikRay24
 

Recently uploaded (20)

Influencer Marketing Power point presentation
Influencer Marketing  Power point presentationInfluencer Marketing  Power point presentation
Influencer Marketing Power point presentation
 
Mastering SEO in the Evolving AI-driven World
Mastering SEO in the Evolving AI-driven WorldMastering SEO in the Evolving AI-driven World
Mastering SEO in the Evolving AI-driven World
 
The Impact of Digital Technologies
The Impact of Digital Technologies The Impact of Digital Technologies
The Impact of Digital Technologies
 
GreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web RevolutionGreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web Revolution
 
Jai Institute for Parenting Program Guide
Jai Institute for Parenting Program GuideJai Institute for Parenting Program Guide
Jai Institute for Parenting Program Guide
 
SORA AI: Will It Be the Future of Video Creation?
SORA AI: Will It Be the Future of Video Creation?SORA AI: Will It Be the Future of Video Creation?
SORA AI: Will It Be the Future of Video Creation?
 
Russian Call Girls Nagpur Swara 8617697112 Independent Escort Service Nagpur
Russian Call Girls Nagpur Swara 8617697112 Independent Escort Service NagpurRussian Call Girls Nagpur Swara 8617697112 Independent Escort Service Nagpur
Russian Call Girls Nagpur Swara 8617697112 Independent Escort Service Nagpur
 
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
 
Omnichannel Marketing: Defining Omnichannel Marketing
Omnichannel Marketing: Defining Omnichannel MarketingOmnichannel Marketing: Defining Omnichannel Marketing
Omnichannel Marketing: Defining Omnichannel Marketing
 
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO SuccessBrighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
 
Digital Marketing Spotlight: Lifecycle Advertising Strategies.pdf
Digital Marketing Spotlight: Lifecycle Advertising Strategies.pdfDigital Marketing Spotlight: Lifecycle Advertising Strategies.pdf
Digital Marketing Spotlight: Lifecycle Advertising Strategies.pdf
 
How To Utilize Calculated Properties in your HubSpot Setup
How To Utilize Calculated Properties in your HubSpot SetupHow To Utilize Calculated Properties in your HubSpot Setup
How To Utilize Calculated Properties in your HubSpot Setup
 
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptxBrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptx
 
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdfDIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
 
Local SEO Domination: Put your business at the forefront of local searches!
Local SEO Domination:  Put your business at the forefront of local searches!Local SEO Domination:  Put your business at the forefront of local searches!
Local SEO Domination: Put your business at the forefront of local searches!
 
Branding strategies of new company .pptx
Branding strategies of new company .pptxBranding strategies of new company .pptx
Branding strategies of new company .pptx
 
How To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdf
How To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdfHow To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdf
How To Quickly Create Your Affiliate Site with Artificial Intelligence!.pdf
 
Social Samosa Guidebook for SAMMIES 2024.pdf
Social Samosa Guidebook for SAMMIES 2024.pdfSocial Samosa Guidebook for SAMMIES 2024.pdf
Social Samosa Guidebook for SAMMIES 2024.pdf
 
Cost-effective tactics for navigating CPC surges
Cost-effective tactics for navigating CPC surgesCost-effective tactics for navigating CPC surges
Cost-effective tactics for navigating CPC surges
 
DIGITAL MARKETING COURSE IN BTM -Influencer Marketing Strategy
DIGITAL MARKETING COURSE IN BTM -Influencer Marketing StrategyDIGITAL MARKETING COURSE IN BTM -Influencer Marketing Strategy
DIGITAL MARKETING COURSE IN BTM -Influencer Marketing Strategy
 

Will goodhand advanced quant - 2011 - 2

  • 1. Event  sponsored  by  Affinnova   All  copyright  owned  by  The  Future  Place  and  the  presenters  of  the  material   For  more  informa=on  about  Affinnova  visit  h>p://www.  affinnova.com/   For  more  informa=on  about  NewMR  events  visit  newmr.org   Advanced  Quant  Techniques   July  14,  2011   The  Pursuit  of  Happiness…     Can  emo:ons  predict  in-­‐market   performance?   Will  Goodhand,  Brainjuicer  
  • 2. 2 2 The Pursuit of Happiness… Can emotions predict in-market performance? Award Winner 2007 2007 Award Winner 2007 2007 Award Winner 2007 S London S Rotterdam S Lausanne S Hamburg S New York S Chicago S LA S Toronto S Melbourne S Shanghai S Sao Paulo A Leading International Online research agency Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 3. 3 Introducing System 1 vs. System 2 Thinking… Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 4. 4 Implicit has greater processing power (and is less effortful) System 2 System 1 50 bit/sec 11,000,000 bit/sec Zimmerman, M. (1989) "The Nervous System in the Context of Information Theory". We  are  not   thinking   machines  that   feel;  we  are   feeling  machines   that  think     Antonio  Damasio   Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 5. 5 Can you tell what it is in the picture? Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 6. 6 The way we think fffddddggg Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 7. 7 The way we think fffddddggg Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 8. 8 The way we think green Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 9. 9 The way we think green Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 10. 10 The way we think blue Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 11. 11 The way we think red Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 12. 12 The way we think blue Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 13. 13 Intuitive Judgement A  bat  and  a  ball  cost  $1.10  in  total.   The  bat  costs  $1  more  than  the  ball.   How  much  does  the  ball  cost?   People  are  not  accustomed  to  thinking  hard,  and  are  oBen  content  to   trust  a  plausible  judgement  that  quickly  comes  to  mind.     Daniel  Kahnemann,  Nobel  Prize  Winner   Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 14. 14 Human behaviour driven by two independent brain systems, 1 & 2 … Explicit   Slow   AnalyIcal   Learned   ProposiIonal   Conscious   System 2 Implicit   Fast   IntuiIve   InsIncIve   Metaphoric     Unconscious   System 1 Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 15. 15 Current view is that emotion simply helps message cut through… Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 16. 16 But new evidence reveals that the most effective advertising draws people closer to the brand… Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 17. Dec 10 17 Paul Ekman Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 18. 18 As seen in Lie To Me Hit TV Series based on Paul Ekman s work
  • 19. 19 “Which of these faces best expresses how you feel about this ad?” “To what degree did this ad make you feel [selected emotion]?” “And what was it about this idea that made you feel this way?” FaceTrace® - Measuring Emotional Appeal BrainJuicer® 2006 Contempt Surprise Anger Disgust Happiness Sadness Fear Neutral Captures Reasons for Emotion 1 Award Winner 2007 2007 Award Winner 2007 Award Winner 2007 2007 Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 20. Dec 10 20 Emotional campaigns outperform rational, info-based campaigns… 16% 26% 31% 0% 5% 10% 15% 20% 25% 30% 35% Emotional Ad Strategy Combined Rational Ad Strategy Campaign strategy Vlargeprofitgains(%reporting) Emotional advertising campaigns are more effective & more profitable than rational campaigns - even in 'rational' categories… Les Binet & Peter Field Marketing in the Era of Accountability, 2007 (IPA dataMINE analysis study on 880 case studies). “…The most effective advertisements of all are those with little or no rational content
  • 22. 22 Which of these faces best expresses how you feel about this advert? To what degree did this advert make you feel [selected emotion]? What was it about this advert that made you feel this way? [Use patented MindReader® to capture reasons] Measuring the Cadbury Gorilla Emotionally with FaceTrace® BrainJuicer © 2006 Contempt Surprise Anger Disgust Happiness Sadness Fear Neutral Award Winner 2007 2007 Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 23. 23 Cadbury Gorilla Ad The best ad around! I just love it!!!! it is different and memorable Great ad, gets people talking about it, memorable What does a gorilla playing the drums have to do with chocolate? Don't understand the connection between a gorilla and chocolate First time I saw it I was really surprised it was for Excellent ad, not quite sure what gorilla represents, but who cares. Fantastic Ad is brilliant and gorilla makes me laugh, its very clever and easy to remember Not what I was expecting. Trying to work out whether the gorilla was real... Bizarre and unique. Makes you watch the whole ad to find the tagline. Good filming, but what has it to do with chocolate? Cannot see what the connection was between Phil Collins, Gorilla & Chocolate 12 65 16 1 5 2.17 1 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% %ofrespondents Intensity Score measured on a scale from 0 to +3 Contempt Disgust Anger Fear Sadness Neutral Happy Surprise
  • 24. 24 Cadbury s most effective ad ever 12 6 65 43 16 43 5 5 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% CDM (Gorilla) Commercial ads norm Contempt Disgust Anger Fear Sadness Neutral Happy Surprise 2.17 1.33 -1 0 1 2 How easy it is to understand How relevant it is to you How persuasive you found it How much it told you about the brand CDM Gorilla UK TV ad test norm Very Positive Negative Emotional Intensity (0 to +3) Would NOT have been progressed on usual information measures WOULD have been progressed on emotional engagement measures S  Masterbrand payback 171% vs previous campaigns S  Revenue ROI of £4.88 for every £1 spent (vs £3.16 for previous persuasion campaign) S  Hardened price elasticity by 27% Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 25. Month Yr 25 FaceTracing Output: Phil Collins 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Start2 sec4 sec6 sec8 sec10 sec12 sec14 sec16 sec18 sec20 sec22 sec24 sec26 sec28 sec30 sec32 sec34 sec36 sec38 sec40 sec42 sec44 sec46 sec48 sec50 sec52 sec54 sec56 sec58 sec60 sec62 sec64 sec66 sec68 sec70 sec72 sec74 sec76 sec78 sec80 sec82 sec84 sec86 sec88 sec90 sec Contempt Disgust Anger Fear Sadness Neutral Happy Surprise Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 26. Month Yr 26 Heineken Walk-In Fridge Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 27. Heineken Walk-in Fridge… …would not have been progressed on cognitive KPIs 27 7 12 43 63 40 21 4 02 3 3 1.33 2.10 1 1 Contempt Disgust Anger Fear Sadness Neutral Happiness Surprise Intensity Score Finished TV- ad Norm - Click - to watch advertisement - Heineken Walk-In fridge ad - Emotional measurement shows how brilliant the ad really is -­‐ 1 0 1 Relevant Persuasive Made you want buy the product How much it told about brand UK TV ad test norm Very Positive Very Negative Finished TV- ad Norm Would not have been progressed on cognitive KPIs Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 28. 28 Both strongly outperform UK benchmark on Emotion-into-ActionTM 1% 22% 28% 31% 16% 1% 0% 10% 20% 30% 40% 50% <65 66-70 71-75 76-80 81-85 >86 Emotion-into-Action™ Score % of Cases (UK finished film norm) = Great ads = Good ads = Mediocre ads 84 85 Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 29. …Enjoyed by millions of people on the web 29 R 2 = 0.79 1,000 10,000 100,000 1,000,000 10,000,000 100,000,000 1 1.25 1.5 1.75 2 2.25 2.5 Emotional Intensity Score YouTubeHits More Emotional Appeal = Exponential Growth in Fame Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 30. Dec 10 30 71 44 0 10 20 30 40 50 60 70 80 Not Pre-tested Pre-tested Traditional pre-testing actually REDUCES ad effectiveness Cases with favourable pre-testing results did significantly worse in market than those that were not tested - Binet & Field, Marketing in the Era of Accountability, 2008 Source: Marketing in the Era of Accountability, Binet & Field, 2008. Analysis from the IPA DataMine effectiveness database. Effectiveness Success Rate % Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 31. 31 The Dirty Little Secret of Traditional Ad Pretesting 71 44 0 10 20 30 40 50 60 70 80 Not Pre-tested Pre-tested The dirty little secret of traditional, information-based ad pretesting is that it s actually making things worse, by actively discriminating against the best creative & most effective work and suggesting improvements to fit it s rational, information-based agenda. Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 32. 32 So are all categories driven by emotion?
  • 33. Month Yr 33 World Exclusive: IPA experiment correlating big business effects XL Business Effects S 18 Ad campaigns – all submitted for IPA most effective campaign award S Key criterion: # of very large business effects achieved, for example: S market share gain S reduction of price sensitivity S increased penetration S profit gain S loyalty gain S Experiment: which KPI can best select most effective 9 out of these 18 ads? Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 34. 34 Emotion-into-Action™ score is the best predictor of Ad Effectiveness Traditional KPIs actually discriminate against most effective ads… 2.67 1.67 2.00 2.33 1.78 2.56 2.00 2.33 1.78 2.56 1 2 3 Best 9 Ads Bottom 9 Ads Best 9 Ads Bottom 9 Ads Best 9 Ads Bottom 9 Ads Best 9 Ads Bottom 9 Ads Best 9 Ads Bottom 9 Ads Base: 18 ads for which business effectiveness data is available from the IPA Average number of very large business effects achieved for top and bottom 9 ads when ordered on each measure Emotion-into- Action™ Persuasion Established Industry Cut-through Measure Equivalent Specific Key Message = on Message Brand Linkage Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 35. Month Yr 35 Emotion-into-Action™ has a strong, positive correlation with efficiency; Traditional cognitive KPIs actually show a negative correlation 0.37 -0.05 -0.27 -0.16 -0.30 -0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 Emotion-into- Action Persuasion Established Industry Cut-through Measure Equivalent Brand Linkage Base: 10 ads for which SOM and ESOV data is available from the IPA Specific Key Message = on Message + - - - - Extent to which variation in each measure explains variation in efficiency (R-squared values) – with positive or negative correlations marked (+/-) Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 36. Month Yr 36 36 Guide to Likely Business Effects Profit gain extremely likely Share gain very likely Reduction in price sensitivity likely Viral potential in some cases Profit gain quite likely Share gain likely Profit gain possible Share gain potential limited Negative return on marketing investment quite likely Negative return on marketing investment likely Blockbuster Must See Solid Performance Pedestrian Straight to Video Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 37. 60 65 70 75 80 85 90 Emotion-into-Action™ Score Efficiency Indication of Efficiency using Emotion-into-Action™ Score Efficiency = share gain/extra share of voice Note: colour = confidence band (based on average size of 95% confidence interval for efficiency values) CDM Gorilla ROI £1.85* IPA Silver * Calculated using a reported revenue ROI of £4.88 and a reported conservative industry estimate for gross margin of 38%. Source: Advertising Works 19, WARC, 2010 Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 38. Month Yr 38 4 6 10 2 6 3 2 19 46 25 52 41 50 46 62 41 45 44 35 53 39 45 33 37 2 0 0 0 0 0 0 00 0 0 0 0 0 0 11 2 1 1 0 0 2 0 2 1 12 15 2 3 4 5 1 20 8 0 0 0 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Rickards AWARD WINNER Brand A McDonald's AWARD WINNER Brand B McCain Sweet Potato Superfries AWARD WINNER Brand C A Pillsbury Ready to Bake Cookies AWARD WINNER Brand D %ofrespondents Contempt Disgust Anger Fear Sadness Neutral Happiness Surprise CASSIES Experiment Canada: Emotional Response Which of these faces best expresses how you feel about the advert you saw? 72.2 59.6 75.6 70.0 73.2 71.2 78.4 73.6 Emotion-into- Action™Score !! !! !! !! !! !! !! Beer Fast Food Frozen Potatoes Home Baking Mixes Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 40. 40 Tropicana Fruit to the City Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 41. 41 Tropicana Breakfast in New York Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 42. 42 1 1 6 72 66 43 27 30 43 100 1 2 58 913 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Brand X: Ad A Brand X: Ad B Commercial ads norm Contempt Disgust Anger Fear Sadness Neutral Happy Surprise Tropicana: Emotional response a better predictor of ROI Emotional Intensity (0 to +3) 1.79 1.66 ROI*: £1.83 £1.73 *ROI measured by Nielsen 1.33 5.08 5.00 5.47 5.22 5.17 5.13 4.5 5 5.5 How much it told you about the brand How relevant it is to you How persuasive you found it Brand X: Ad A Brand X: Ad B
  • 43. 43 60 65 70 75 80 85 90 Emotion-into-Action™ Score Efficiency 43 Indication of Efficiency using Emotion-into-Action™ Score Efficiency = share gain/extra share of voice Note: colour = confidence band (based on average size of 95% confidence interval for efficiency values) Tropicana Fruit to City ROI £1.73 Tropicana Breakfast in New York ROI £1.83 IPA Silver * Calculated using a reported revenue ROI of £4.88 and a reported conservative industry estimate for gross margin of 38%. Source: Advertising Works 19, WARC, 2010 Will Goodhand, BrainJuicer, UK NewMR Advanced Quant Techniques, July 14, 2011
  • 44. Q & A Will Goodhand BrainJuicer Andrew Jeavons Survey Analytics
  • 45. 45 July 11March 2010 45 More info? Will Goodhand Juicy Evangelist will.goodhand@brainjuicer.com +44 7980 673 186 www.brainjuicer.com