Smaakonderzoek biologische producten
Adriaan Kole, Stefanie Kremer, Nancy Holthuysen, Mariska Nijenhuis, Hetty Kroese, Rob van Veggel
Doel Biologisch moet competitief zijn op A-merk niveau. Door de beleving van de producten verder te verbeteren, kunnen biologische producten sterk positioneren.
Hierbij wordt gemikt op toegankelijke producten voor een breed publiek (bv. de jong volwassene light user van biologische/fairtrade producten). Twee aspecten spelen een rol: Merkbeleving of uitstraling verpakking (verwachtingen) Sensorische eigenschappen moeten goed zijn.
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Onderzochte productcategoriën biologische producten ECROPOLIS: EU project; verse en berwerkte producten Verwerkte tomaten producten Bakkerij Eetbare olie Zuivel Vers fruit (appels) Vleesproducten FairConnect/CICS: Nederland; droge kruidenierswaren Sappen Chocolade/Mueslibars Fruit snoepjes Fruit chips
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Fairconnect project
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Onderzoeksvragen?
Waar bevinden de FairConnect producten zich in het sensorisch spectrum ten opzichte van concurrerende producten (zowel biologische als ook reguliere)? Wat voor associaties, attitudes en verwachtingen hebben consumenten bij de Fairconnect producten inclusief verpakking en marketingmix. Hierbij kan bijvoorbeeld uitgegaan worden van kenmerken als ‘biologisch’, de brand naam en de brand values zoals ze door FairConnect vastgesteld zijn. VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Onderzoeksvragen?
Hoe worden de FairConnect producten door consumenten gewaardeerd (ook ten opzichte van de reguliere marktleider)? Hierbij gaat het niet alleen om de smaakwaarneming, maar met name ook om de waardering van de producten op smaak in interactie met de meest relevante extrinsieke factoren. Ook de toegevoegde waarde van labels als “Ik kies bewust” kan zo onderzocht worden. Wat zijn de sterke punten van de producten en waar zitten de uitdagingen voor het optimaliseren van de inhoudleijke kwaliteit van het assortiment van FairConnect. VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Onderzoeksstappen
1. 2. 3. 4. 5.
Focus groep discussie Profilering door getraind panel Consumentenonderzoek indicatief Sterkte-zwakte analyse (SWOT) Voorstel/advies verbetertraject
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Consumentenonderzoek indicatief
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
PC 2 (10.5%)
Consumentenonderzoek: Invloed claim “biologisch” op Kleur yoghurt
AH BIOLOGISCH_bio
hvh stukjes
AH BIOLOGISCH
Smeltend
Yoghurt
WEERRIBBEN
lekker MONA BOORDEVOL_bio
WEERRIBBEN_bio HEIDA HEIDA_bio
MONA BOORDEVOL PC1 (75.3%)
Bijsmaak Zuur
LAITOIS
LAITOIS_bio
ZUIVELHOEVE_bio ZUIVELHOEVE
Aardbei Grootte stukjes Romig Zoet
Dik
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 4.98787 2.6 2.4 2.2
SOURCREAM&ONION
Chips
2 1.8 1.6 1.4 1.2 1 0.8
PROVENCAAL
Axis 2 (43.1%)
0.6 0.4 0.2 0
-0.4
Bitter Sweet Sour
Crispy
-0.2
CORN PINDA Tough
Texture Tacky CORN IT.HERBS
-0.6 -0.8 CORN PAPRIKA
-1
Off-taste
-1.2 LAYS PAPRIKA
-1.4
Odour
-1.6 Overall
-1.8
Appearance
Salt
-2 Tasteintensity
-2.2 -2.4
Taste
-2.6 -2
-1
0 Axis 1 (44.7%)
1
2
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 4.61979 3.2
Tacky
3
Bars en repen
2.8 2.6 2.4 2.2 2 1.8 1.6
Texture
1.4 Axis 2 (14.8%)
1.2
CRANBERRY Overall
1 Bitter
0.8
Off-taste
0.6
Crispy
Sour
0.4
Taste 0.2
Tasteintensity
PEANUT PLAIN
0 -0.2 -0.4
BALISTO MUESLI Tough
-0.6
Salt
COCOSBAR
-0.8
Odour
-1 -1.2 -1.4
Sweet
-1.6
Appearance -2
-1
0 Axis 1 (81.2%)
1
2
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 4.37734 Odour Appearance
Koek
Axis 2 (19.4%)
2.9 2.8 2.7 2.6 2.5 2.4 2.3 2.2 2.1 2 1.9 1.8 1.7 1.6 1.5 1.4 1.3 1.2 1.1 1 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0 -0.1 -0.2 -0.3 -0.4 -0.5 -0.6 -0.7 -0.8 -0.9 -1 -1.1 -1.2
GEVULDE KOEK
STROOPWAFEL Salt BASTOGNE
Sour Bitter Tacky SweetOff-taste
Tough
Texture WHOLE EARTH Overall Taste
Crispy Tasteintensity RIJSTWAFELCHOCO
-2
-1
0
1
Axis 1 (75.7%)
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 5.18444 3.2 3 2.8
Tasteintensity
Drinks
2.6 2.4 2.2 Thickness
2 1.8
Sour
1.6 Sweet
Off-taste
1.4
SMOOTHIE MANGO+
Axis 2 (12.0%)
1.2 1
0.8
LEMON SODA
0.6 Taste
0.4 0.2
Bitter SINAS/LIMOEN/CI Salt
0 -0.2
REGDubbeldrank Overall Odour Texture MANGO/BANAAN
-0.4 -0.6 -0.8
WHOLE EARTH ORANGE SODA
-1 -1.2 -1.4
Appearance
-1.6
Carbon dioxide
-1.8 -3
-2
-1
0 Axis 1 (68.9%)
1
2
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 3.27010 2.1
Bite
2 Appearance
Pasta
1.9 1.8 1.7 1.6 1.5 1.4 1.3 1.2 1.1 1 0.9
FUSILLI BIOIDEA
Axis 2 (15.5%)
0.8
Tacky
0.7 0.6 0.5 0.4 0.3
Odour
0.2
Sweet
0.1 0
FUSILLI GRANDIT
-0.1
Sour Tasteintensity
-0.2
Overall
SPAGETTI BIOIDE Bitter
-0.3 -0.4 -0.5
Taste
Salt
GOMITI BIOIDEA
-0.6 -0.7 -0.8 Texture
-0.9 -1
Off-taste
-1.1 -1
0
1
2
Axis 1 (81.6%)
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 3.70129 Bite
Rijst
Taste
Texture Overall
Axis 2 (31.8%)
2.9 2.8 2.7 2.6 2.5 2.4 2.3 2.2 2.1 2 1.9 1.8 1.7 1.6 1.5 1.4 1.3 1.2 1.1 1 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0 -0.1 -0.2 -0.3 -0.4 -0.5 -0.6 -0.7 -0.8 -0.9 -1 -1.1 -1.2 -1.3 -1.4 -1.5 -1.6 -1.7
Tasteintensity Off-taste JASMIJN BRUIN
BASMATI BRUIN
JASMIJN WIT BASMATI LASSI Sour Sweet Salt Bitter
Odour
Appearance Tacky
BASMATI WIT -1
0 Axis 1 (65.6%)
1
2
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 6.37060 2.8 2.6 2.4 2.2 2
Taste
Versnaperin SMINTJE LAURIER gen Hard Tasteintensity
1.8 1.6 1.4 1.2 1
Sweet
0.8
Off-taste KANEELAMANDELEN
0.6 0.4 Axis 2 (25.9%)
Texture
Bitter Salt
0.2 0
-0.2
Overall
Crispy
STUDENTENHAVER
LOLLIE AARDBEI
Tough
-0.4 -0.6
REDBAND WINEGUM CHOCOHAZELNOTEN
-0.8 -1 -1.2 -1.4 -1.6
Sour
-1.8
Odour
-2 -2.2
HARIBIO MIX
-2.4 -2.6 -2.8 -3 -3.2 -3.4
Appearance
-3.6 -2
-1
0 Axis 1 (62.7%)
1
2
3
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 6.09528 2.6 Texture
2.4 2.2
Wereldgerechten
2 1.8 1.6 1.4 1.2
Overall
1 0.8 0.6
PAELLA
Balanced
RISOTTO
INDIA CURRY Taste
Sweet Bitter
Axis 2 (9.4%)
0.4 0.2 0
INDIA TANDOORI
KIP TANDOORI
NASE GORENG
-0.2 -0.4
Appearance
-0.6 -0.8 -1
Sour COUSCOUS
Complex
-1.2 -1.4 -1.6
Odour
Off-taste FALLAFEL
-1.8 -2 -2.2
Tacky
-2.4 -2.6 -2.8 -3 -3.2
Tasteintensity
-3.4 -3.6
Salt
-3.8 -4
-3
-2
-1
0 Axis 1 (79.8%)
1
2
3
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Principal Component Analysis Plane 1 - 2 BiPlot constant: 6.48323 Crispy
Cereals
Odour Texture
Hard CRUNCHI TROPISC
Axis 2 (6.7%)
4 3.8 3.6 3.4 3.2 3 2.8 2.6 2.4 2.2 2 1.8 1.6 1.4 1.2 1 0.8 0.6 0.4 0.2 0 -0.2 -0.4 -0.6 -0.8 -1 -1.2 -1.4 -1.6 -1.8 -2 -2.2 -2.4 -2.6 -2.8 -3
Sour
Appearance WHOLE EARTH BitterSalt Off-taste
MUESLI EXTRA
QUAKER CRUESLI Sweet
Overall
Tough
Taste Tasteintensity -3
-2
-1
0 Axis 1 (91.2%)
1
2
3
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
too much
Improvements: Blind ratings from Label experiment 2 1.5 1 0.5
Basmat r, B
0
Orange j, B Mango sm, B
-0.5
Choc nuts, B Almond cin, B
-1
Cocont bar, B Stroopwfl, B Chips co pa, B
-1.5
Drink WhE, B attribute
JR _t hi ck JR _c ris py JR _t ou gh JR _b i tt er
JR _t ac ky JR _o ffta st e
sit y in te n
JR _t
JR _b i te
ee t
-2 JR _s w
not enough
Jasmin r, B
not enough - too much attributes
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
The effect of (package) label on product perception Jasmin rice likings: [Blind] - Labeled
Basmati rice likings: [Blind] - Labeled
8
7
7
6
5
Basmat r, B Basmat r, S Basmat r, O
6
Basmat r, A
5
Jasmin r, B Jasmin r, S Jasmin r, O Jasmin r, A
4 4
3 3
2
2
1
1 0
0 Like_overall
Like_appear
Like_odour
Like_taste
Like_overall
Like_ texture
Juices likings: [Blind] - Labeled
Like_appear
Like_odour
Like_taste
Like_ texture
Drink likings: [Blind] - Labeled
7
8 Orange j, B
7
6
Orange j, S Orange j, O
6
Orange j, A
Drink WhE, B Drink WhE, S
5
Mango sm, B
5
Mango sm, S Mango sm, O
4
Mango sm, A
4
3 3
2 2
1
1
0
0 Like_overall
Like_appear
Like_odour
Like_taste
Like_ texture
Like_overall
Like_appear
Like_odour
Like_taste
Like_ texture
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
The effect of (package) label on product perception
Snacks likings: [Blind] - Labeled
Nut snacks likings: [Blind] - Labeled 8
8 7
7 Choc nuts, B
6
Choc nuts, S Almond cin, B
5
Cocont bar, B
6
Cocont bar, S Stroopwfl, B Stroopwfl, S
Almond ci, S
5 4
4 3
3 2
2 1
1
0 Like_overall
Like_appear
Like_odour
Like_taste
Like_ texture
0 Like_overall
Like_appear
Like_odour
Like_taste
Like_ texture
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Ecropolis
Introduction
In the ECROPOLIS project different organic product-groups will be sensory profiled; also the consumer liking is studied. For sensory profiling a base set of attributes will be used per product-group by every research group In the Netherlands tomato sauces are sensory profiled
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Focus groep discussie
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Onderzochte productcategoriën biologische producten General:
Attitudes: better for health, better for environment, better for animal, sfer (more trustworthy), better sensory qualities, more expensice (although some respondents; more economic due to more satisfying)
Sensory experience/perception always linked to specific products and to their specific production techniques. Sensory description always linked to specific products. Only differences are indirectly through products: for instance, doesn’t eat that often cookies, so than cookies don’t need to be organic.
All products are described with taste, but in addition other sensory aspects are described:
Fruit and vegatables: description of visual appearance and fragrance Meat also appearance (color of beef and sausages) but chicken during preparation (less shrinkage) Bread: description of satiety Mouthfeel: some vegetables like lettuce and cucumber is crispy, yoghurt is smooth and creamy
Retail channel (supermarket versus helath food store) is factor in sensory expectations.
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Onderzochte productcategoriën biologische producten General:
Overall distinction: basic ingredients plus bread and processed dairy versus processed foods basic ingredients plus bread and processed dairy: taste more intense, more authentic, more fuller If respondents didn’t have experience with a certain product, they always expected that product would taste more authentic and more intense than a regular one. processed foods: less clear general expectation (exception: apple juice but than in reference to special kind)
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Profilering door getraind panel
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Results NL – 12 Products tested: tomatensauzen 1.
Bertolli basil (NL benchmark)
2.
Bertolli mild (NL benchmark)
3.
AH Pasta pomodoro (NL organic benchmark)
4.
La bio idea originale (SME organic product)
5.
La bio idea bolognese (SME organic product)
6.
La bio idea puttanesca (SME organic product)
7.
La bio idea a la verdure (SME organic product)
8.
Demeter garlic/red pepper (results not presented here)
9.
Demeter basil
10. Fertilla tradizione 11. Fertilla oregano 12. Bio organic basil
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Impression
Sensory lab
Sensory booth
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Results NL – Panel
8 trained panellists All female Aged 36-61 (mean 49.5) Screening test: Top 20% most sensitive
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Sensory attributes
43 sensory attributes
3 Appearance 13 odour 19 taste 6 mouthfeel 2 aftertaste
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Results NL – List of Attributes: 38 category Appearance Appearance Appearance Odour Odour Odour Odour Odour Odour Odour Odour Odour Odour Odour Taste Taste Taste Taste Taste Taste Taste Taste Taste Taste Taste Taste Taste Taste Taste Taste Mouthfeel Mouthfeel Mouthfeel Mouthfeel Mouthfeel Mouthfeel Aftertaste Aftertaste
attribute Colour Filled Herbs Intensity Cooked fres h tomato Tomato puree Basil Oregano Pepper Onion Tin/metallic Oriental Fish Mouldy Intensity Sweet Salty Sour Bitter Boullion soup Cooked fres h tomato Tomato puree Onion Basil Oregano Pepper Olives Oil Fish Tin Filled Size Bite Thickness Astringent Coating Intensity Spicy
definition red colour (from light to dark) amount of visible pieces (from liquid to chunky) visible herbs (from none to whole leafs vis ible) intensity of the overall odour (total impression) intensity of shortly cooked fresh tomatoes odour (like tomatoes in english breakfas t) intensiyt of long cooked tomatoes odour (like in concentrated tomatoe puree) intensity of cooked basil odour (trained against fresh basil, dried basil and c ooked fresh basil) intensity of oregano odour (dried oregano & pizza spic es) intensity of white pepper odour intensity of cooked onion odour intensity of metallic odour intensity of oriental odour intnesity of fish odour intensity of mouldy odour (lik e in a cellar) intensity of the taste (total impression) intensity of sweet taste intensity of salty taste intensity of sour taste intensity of bitter taste intensity of umami taste intensity of tomato taste after short cooking of fresh tomatoes intensity of tomato taste after a prolonged cook ing period intensity of onion taste intensity of cooked basil taste intensity of oregano taste intensity of pepper taste intensity of olive taste intensity of oily tas te intensity of fish taste intensity of metallic taste amount of pieces size of the pieces hardness of the pieces consistenc y, thickness of the sauce experience in oral c avity including drying sensations & puckering sensations remaining oil layer in mouth and on lips persistence of the taste spicy, burning feeling
references
c oncentrated tomato puree 2 min cooked fresh basil pizza spices white pepper fried translucent onions (not burnt) metallic tin can peanut butter & soy sauce anchovy
table salt
boullion c oncentrated tomato puree fried translucent onions (not brown/burnt!) fres h basil/dried basil/c ooked fresh basil dried oregano white pepper fres h green olives, salted s unflower oil anchovy
max = whipped cream/thick yoghurt tannins/red wine
c hilli pepper
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
PCA plot of the sensory data (all attributes) T Oregano O Oregano
AT Spicy
O Basil
T Pepper
O Green herbs
Fertilia oregano
AT Intensity
M Size
T Green herbs
T Intensity A Color
A Herbs
T Basil
O Pepper
T Salty
Axis 2 (25.6%)
M Filled
T Onion M Astringent
O Intensity
A Filled T Garlic
Bio organic basil
O Onion
Bertolli basil
T Sour
M Coating M Bite
T Olives T Oil T Soup
Fertilia tradizione Bertolli mild
Demeter basil La bio idea a la verdure
M Consistency O Tomato puree
O Cooked fresh tomato T Sweet T Cooked fresh tomato
T Bitter
La bio idea puttanesca
T Other taste T Fish
T Tomato puree
Axis 1 (56.4%)
O Fish O Oriental O Other odour
Demeter garlic/red pepper
O Tin T Tin
La bio idea bolognese AH Pasta pomodoro
O Mouldy
La bio idea originale
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
PCA plot of the sensory data (odour attributes) Axis 2 (34.9%)
O Basil
O Green herbs
O Oregano
Bertolli basil
O Onion
La bio idea a la verdure
O Pepper O Intensity
Fertilia oregano
Demeter basil O Cooked fresh tomato O Oriental
Bio organic basil Bertolli mild Fertilia tradizione
La bio idea puttanesca O Fish Axis 1 (46.9%) O Other odour
La bio idea bolognese Demeter garlic/red pepper
O Tomato puree
O Tin O Mouldy
AH Pasta pomodoro
La bio idea originale
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Results NL – Appearance & Odour attributes A Color O Mouldy
A Filled
O Fish
A Herbs
O Oriental
O Intensity
Bertolli basil (NL benchmark) Bertolli mild (NL benchmark) AH Pasta pomodoro (NL organic benchmark) La bio idea originale
O Tin
O Cooked fresh
La bio idea bolognese La bio idea puttanesca La bio idea a la verdure
O Onion
O Tomato puree
O Pepper O Green herbs
O Basil O Oregano
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
PCA plot of the sensory data (taste attributes) T Basil T Oregano
Axis 2 (27.2%) T Green herbs T Onion
T Oil
AT Spicy
T Soup
T Pepper T Olives T Garlic T Intensity
T Salty
T Cooked fresh tomato
Fertilia oregano
Bertolli basil Demeter basil La bio idea puttanesca
AT Intensity
Bio organic basil Bertolli mild
T Sweet T Fish
Fertilia tradizione
T Sour T Other taste
La bio idea a la verdure Demeter garlic/red pepper Axis 1 (56.2%)
T Bitter
La bio idea bolognese
T Tomato puree T Tin
AH Pasta pomodoro
La bio idea originale
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Results NL – Taste attributes T Intensity T Tin
T Sweet T Salty
T Fish
T Oil
T Sour Bertolli basil (NL benchmark) Bertolli mild (NL benchmark) AH Pasta pomodoro (NL organic benchmark) T Bitter
T Olives
La bio idea originale La bio idea bolognese La bio idea puttanesca La bio idea a la verdure
T Pepper
T Soup
T Cooked fresh
T Oregano T Basil
T Tomato puree T Onion
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
PCA plot of the sensory data (mouthfeel attributes) Axis 2 (10.8%) M Astringent
M Consistency
Fertilia oregano
Bio organic basil
M Size
M Filled M Bite
Bertolli mild La bio idea puttanesca M Coating
Fertilia tradizione
Demeter basil AH Pasta pomodoro
Bertolli basil
Demeter garlic/red pepper
Axis 1 (83.5%)
La bio idea bolognese La bio idea a la verdure
La bio idea originale
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Results NL – Mouthfeel & aftertaste attributes M Filled
AT Spicy
M Size
Bertolli basil (NL benchmark) Bertolli mild (NL benchmark) AH Pasta pomodoro (NL organic benchmark) AT Intensity
M Bite
La bio idea originale La bio idea bolognese La bio idea puttanesca La bio idea a la verdure
M Coating
M Consistency
M Astringent
VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Take home messages / discussie
Consumentenvoorkeuren laten zien dat veel biologische producten kunnen verbeteren ten opzichte van (huidig) ideaal.
Sensorische ‘projecties’ geven voor de meeste productcategorieën precieze aanwijzingen hoe te verbeteren.
Met branding en verpakking zijn we in staat om ‘gezond’ en ‘fair trade’ te communiceren. ‘Natuurlijk’ blijft achter.
De interactie tussen merkbeleving en smaakbeleving komt in een laboratorium setting minder scherp naar voren. VBP dag Rotterdam, 12 november 2009 Adriaan Kole
Afsluiting
© Wageningen UR