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François Abiven (Repères)CEO
Implicit testsMeasuring impact
beyond declared responses
Gaël Allain (Mémoire & Marketing)Doctor in cognitive psychology
2
1. The consumer: a complex study subject
2. The theory behind implicit tests
3. Case study : Packaging & values
3
1. The consumer: a complex study complex study subject
4
“The trouble with market research is
that people don’t think how they feel,
they don’t say what they think and
they don’t do what they say”they don’t do what they say”
David Ogilvy
5
of brain activity is below the
threshold of consciousness
Over of what we “know” was learned
implicitly (unconsciously)
6It is essential to take emotionsinto account
The majority of our decisions and thoughts are a combination of emotion and reason
7But emotions are difficult tomeasure!
Being capable of measuring:
• Subtle (low intensity) emotions
• Unconscious (hidden) emotions• Unconscious (hidden) emotions
• Mixed (simultaneous) emotions
8
IRM EEGNeurofocus’ Mynd
Skin conductance(Affectiva’s Q
sensor)
An enriched toolkit
sensor)
Eyetracker(Tobii) Facial Coding
(Paul Ekman’s FACS)Implicit Association Test
(Harvard’s implicit project)
9Measuring emotions atREPERES
Projective qualitative
research among a large number
of people
The analysis of non-verbal
communication
Implicit tests
in conjunction with
What is the impact of a stimulus beyond what
consumers say?
What are the emotional bonds between a brand and consumers?
What happens before I express an
opinion?
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2. The theory behind implicit testsbehind implicit tests
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What is perception?What is perception?
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What do you perceive here?
How did you recognize it was a shoe?
Perception: a complex mechanism…
The recognition of an object (sometimes in 20 milliseconds) whatever its position is possible because perception automatically draws on knowledge already stored in our memory.
There is therefore a dual mechanism at work: extraction of perceptual information from the environment and implicit retrieval of information stored in our memory.
13Perception: a matter of sense…
…and individuals
The conclusion we arrive at will differ according to the information we retrieve from our memory! Recognition of an object is therefore very heavily influenced by the first pieces of information we retrieve from our memory, which tend to be the most frequent, recent… and/or (emotionally) striking ones!
14Perception: a matter of sense…
…and available resources
The whole recognition process is conditioned by the availability of our resources!Yet in a “modern” environment we no longer have the resources needed to process all the information that is constantly bombarding our brain. The brain therefore makes an (attentional) selection of the information and only part of it is truly analysed.
15Perception process: a mechanism that is...
Perceptions of the outside world
…highly subjective!
…and largely unconscious!
System 1Quick
AutomaticUnconscious
The emotional field
System 2Slow
ConsciousRequires effort
The field of rationalisation
16
Against this background, how can we evaluate we evaluate perceived brand image?
17Traditional (declaration-based) questionnaires give access to a part of perception
A certain number of well known biases exist…
!Questionnaire
biases exist…
- Social desirability- Post-rationalisation- Checked responses
Declared responses are not always predictive of behaviour
Info accessible to the consciousness of the people interviewed
18
Questionnaire
The challenge…
To complete “traditional” measures with a non declarative measure
For a fuller and more reliable assessment
Non declarative measure
For accessing the unconsciousInfo accessible to the consciousness of the people interviewed
19
Look for the values automatically associated with a product
Principle:
How?
Measure reaction time Distract attention
20Principle of implicit tests (example of priming)
Response time measured
Method:
A test comprising a succession of sequences!
Focus point
Stimulus
Lexical decision taskIs it a real word from the French language?
TargetDog
Cat
21Principle of implicit tests (example of priming)
Focus point Focus point
Stimulus Stimulus
TargetTarget
CarPasta
Fast “word” response Slower “word” response
Focus point
Stimulus
Target
“Pseudo-word” response – distraction sequence
22Principle of the test carried out
Implicit test
To reveal the values conveyed unconsciously
Overall analysis
Full diagnosis of the
Explicit test
To evaluate the inferred brand image, from a more
rational point of view
Full diagnosis of the brand values perceived by
consumers
23
3. Case studyPackaging & valuesPackaging & values
24
Background
A brand wishes to develop new packs that
will effectively convey certain key values of
their brand.
Preliminary in-depth qualitative research to identify
the words used by consumers to express the valuesthe words used by consumers to express the values
of the brand
5 packaging routes have been developed
The aim is to evaluate the impact of each pack as
regards its capacity to convey the different values of
the brand
25
Protocol
An implicit association test combined with
traditional explicit questioning
Hall test
In Paris, Lyon, Marseille, Montpellier, Metz,
Bordeaux and Nantes from 16 to 25 May
20112011
On-street recruitment and in-hall
interviews
Self-completion CAWI
120 female consumers of the product category
26
Interviews
20 minute questionnaire:
Screener: eligibility questions
Implicit questionnaire
Test of 6 stimuli (packs) and 5 target
words (brand values)
Explicit questionnaire
For each pack, evaluation of the target
words on an agreement scale
Brand image inferred by the packs
on a dozen items (CATA)
27
Declared results
28Purchase intent
Pack 3Pack 1Pack 5Pack 4Pack 2
74% 76% 79% 78%80% 85% +
Positive purchase intent
CURRENT
The current pack stands out in terms of positive PI
The other packs are at parity
74% 76% 79% 78%80% 85% +
29Comprehension of the packs and inferred image
Pack 3Pack 1Pack 5Pack 4Pack 2
Clear, easy to understand
pack
Easy to understand
pack
Credible pack
TRUST
QUALITY
CURRENT
pack
-- TRUST
-- PROXIMITY
-- LOYALTY
-- ADDED VALUE
-- QUALITY
pack
PROXIMITY
QUALITY
Pack is difficult to understand
Does not match
expectations
No particular outstanding points in terms of inferred brand image
30
Implicit results
31How can we analyse the results?
Pack 3
Pack 1
Pack 5
Pack 4 Pack
2
TRUST
QUALITY
PROXIMITYLOYALTY
ADDED VALUE
CURRENT
1 QUALITY
Measure the PACK – WORD response time Variance analysis
32
Currentpack
Trust
Proximity
Current pack performancesReminder of the explicit results
85% PI +
Credible pack
TRUST
CURRENT
Added value
Confirms the good explicit results
Strength of the association
TRUST
PROXIMITY
QUALITYQualityLoyalty
33Pack_3 performances
Pack 3
No particular outstanding
points in terms of
brand image
Currentpack
Trust
Proximity
Reminder of the explicit results
A very impactful pack, whereas in the explicit results it was rather “lifeless”
Added value
LoyaltyQuality
34Pack_1 performances
Pack 1
Currentpack
Trust
Proximity
Reminder of the explicit results
No particular outstanding
points in terms of
brand image
The pack struggles to convey the brand values effectively
Régule
Added value Loyalty
Quality
35
Action: cross the implicit data with the explicit data
36
Implicitassociation
Score = 3 Score = 5 Score = 6
Overall score for the
pack
Summary of pack performances
++
Explicitassociation
++--
Score = 1 Score = 2 Score = 3
Score = 2 Score = 4 Score = 5
In line with the average
--
In line with the average
37Summary of pack performances
++ No
reworking needed
Less explicit activation
Work on an explicit (long-term) message
Implicitassociation
++--
-- Pack that requires an
in-depth reworking
Less implicit activation
Work on “scripting the brand values”
Explicitassociation
In line with the average
In line with the average
38
++
Score= 25
Summary: current pack
PROXIMITY
TRUST
ADDED VALUE
Implicitassociation
CURRENT
++--
--
QUALITYLOYALTY
ADDED VALUE
Explicitassociation
In line with the average
In line with the average
39
++
Score= 23
Summary: pack 3
PROXIMITY
QUALITY
TRUST
ADDED VALUE
Pack 3
Implicitassociation
++--
--
LOYALTY
ADDED VALUE
Explicitassociation
In line with the average
In line with the average
40
++
Score= 14
Summary: pack 1
ADDED VALUE
Pack 1
Implicitassociation
++--
--PROXIMITY
QUALITY
TRUST
LOYALTY
ADDED VALUE
Explicitassociation
In line with the average
In line with the average
41
Benefits of the method
42
Benefits
• Innovatory results:
• A complementary evaluation method to traditional tests that is well suited to FMCG
• Precise reworking recommendations for excellence as regards pack execution
43
Benefits
• A new dimension of the consumer that it is possible to quantify
• A reliable measure already proven in the field of cognitive psychologycognitive psychology
• A simple measure to implement
44
Thank you for your attention!attention!