hair greasiness
TRANSCRIPT
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J. Soc. Cosmet.Chem.27, 3-14 (1976) 1976 Societyof CosmeticChemists f Great Britain
Sensory erception nd
of hair greasiness
evaluation
G. C. DOBINSON* and P. J. PETTERt
Presentedat the Symposiumon 'A Sensory Approach to
Cosmetic Science' organized by the Society of Cosmetic
Chemists f Great Britain at Manchester n 7-9th April 1975
Synopsis--The eneralprinciples f SENSORY EVALUATION are briefly discussed, ith
particular eferenceo the assessmentf HAIR propertiesn the laboratory.Two procedures
are described. he 'meter method' in which assessorslace sampleson a scale, s rapid, simple
to analyse, nd mostuseful or self-containedxperiments.he 'rankingmethod' n which two
or moresamples re compared t a time, is slowerbut more sensitive nd better suited o
intercomparisonof experiments singa common standard.
The usefulness f sensory esting o the cosmetic hemist s illustratedby a study of hair
greasiness,esignedo relatesensoryssessmentf greasinesso the rheologicalharacteristics
of the grease. ilms of oils, greases nd waxes,coveringa wide rangeof CONSISTENCY, were
deposited nto hair switchesor tactileand visualassessment.or the oils, both tactile and
visualgreasinesshowed positiveinearcorrelationwith the logarithmof viscosity,measured
by cone-and-plateiscometer. or the greases nd waxes, actile greasiness as negatively
correlatedwith yield value, measured y cone penetrometer, hile visualgreasinesshoweda
maximum in the centre of the consistency ange.
INTRODUCTION
Sensoryestings well establishedn cosmetic cience s a meansof
assessinglavours, ragrances, tc. Its application or the evaluationof
physical ropertiess lesswellknown,particularlyn the aboratorywhere
instrumentalmethods end to predominate.n fact, it may be that the
average osmetic hemistwould tend to regardsensorymethodsas in-
* Presentaddress:Central Electricity GeneratingBoard, Sudbury House, London, E.C.1.
? UnileverResearch,sleworthLaboratory,455 London Rd, Isleworth,Middlesex.
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4 JOURNALOF THE SOCIETYOF COSMETICCHEMISTS
herently ess eliable han instrumentalmethodsand only to be usedwhere
there is no obvious nstrumentalapproach. t is possible,however, or a
panel of assessorso functionas a usefulevaluation ool providedcertain
conditionsare observed.Such a panel can be used not only for assessing
complexpropertiessuch as 'body' or 'condition' of hair but also as an
alternative o an instrumentalmeasurement,or example,of combability.
In this paper we shall briefly review someexperimental pproacheso
sensory estingof hair propertiesand illustratewith someresultsobtained
from a study of hair greasiness.t is generallyconvenient,although ob-
viously essrealistic, o carry out such evaluationsunder laboratory con-
ditions usinghair switches ut, in principle, he methodscan be applied
in vivo.
GENERAL PRINCIPLES OF SENSORY EVALUATION
It is not intended o surveysensory valuation ully: this topic hasbeen
well coveredby Harper (1).
In order to usehuman beingssuccessfullys assessorsor evaluationof
someproperty,certainprecautions houldbe taken: the test environment
(light, temperature,humidity, etc.) should be kept constant;distractions
shouldbe eliminated;assessorsn the samepanel shouldbe given dentical
instructions.The number of assessorsequireddependson several actors
amongstwhich are the requiredaccuracyof the results, he numberof test
items, the magnitudes f property differences etween tems and the skill
of the udges.As assessorsain experience nd confidence, heir judgments
usually become more consistent.No assessor hould observeeither the
results of another's assessment or how that assessment was obtained.
An assessor an be requested ither to indicate the magnitudeof some
propertyof a testsampleor to rank two or more samplesor that property.
When using he former of thesealternatives,t is frequentlyconvenient
to place each sampleon what has been designated s a meter for the test
property.This meter,which may be, for example,a lengthof bench op or
a horizontal rod, has no subdivisions nd the assessor ecides or himself
what the range covers.How differentassessors ight use the meter is in-
dicated in Fig. 1. Eight assessors ave independentlyplaced four test
samples long a designatedmeter n order to indicatemagnitudes f some
defined roperty.This example emonstrateshat assessorsre usingdiffer-
ent mental scales e.g. assessors and 7) and of coursedo not necessarily
agreeon the rank order. All assessments,owever,can be put on the same
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SENSORY PERCEPTION AND EVALUATION OF HAIR GREASINESS 5
Assessor I
Assessor
Assessor
Assessor 4
Assessor 5
Assessor 6
Assessor 7
Assessor 8
D C MB
c D
O - C M B
M A
O C M B A
12'
I I
D BM C A
D C M B A
% C M B A
Higher values >
Average O C M B A
o-
Figure I. The meter method.
scaleby standardizing o that all assessorsave the samemean (M) and
standarddeviation c0. When this is done, all assessmentsan be averaged
together o give an overall assessmentn terms of averagescalevalues.
This is shown n Fig. 1.
The overallrank order obtained s generally ound to be reproducible
betweendifferentpanelsof assessors,ut becausendividualsuse different
mental scalesboth the averagescale values and the differences etween
them are characteristic f the particularpanel used.Therefore t is difficult
to compare the results of one test with another, even when one common
standard s used. For a self-contained xperiment,however, his method
does have the advantagesof speedand simplicity of analysisover the
ranking method describedbelow.
An alternativemethod of investigating roperty magnitudes sesdata
in the form of rankings.At leasttwo of the test samples re considered
togetherand the assessorndicates he order of the samples.He will generally
go on to rank further setsof test samples, p to a maximum of about ten
sets n order to avoid panellist atigue. It is possible o constructexperi-
mental designswhich are balancedwith respect o suchvariablesas number
of replicates nd positionof samples efore he assessor.he design hould
allow comparisonso be made of samples oth of the same ype and of
different ypes,so that the variancewithin each type can be compared o
the variancebetween ypes.From the ranking data it is possibleo generate
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6 JOURNALOF THE SOCIETYOF COSMETIC HEMISTS
Presentation Ranking Number
A B C A B C 2
A C B 2
B A C 2
B C A I
C A B I
C B A 0
B A D A B D 3
A D B 2
B A D 2
B D A I
D A 8 0
D B A 0
C D A A c D 3
A D C 2
C D A 2
C A D I
D A C 0
D C A 0
D C B B C O 2
B D C I
C D B I
C B D 2
D B C I
D C B I
I
32
Scale values
4,/( A ): 0.63l
M(B) = 0-072
M( C ) = -0-067
M( D ) = -0.636
Figure2. The ranking method.
scale alues.Our methoduses generalization y Levitt (2) of the Bradley-
Terry model (3) which s basedon the assumptionhat a pairedcomparison
is probabilistic, .e. for any pair the comparisonwill not always favour
the same tem. An exampleof the results hat could be obtainedwith this
method is given in Fig. 2, where four samplesare examinedby eight
assessors,achconsideringour triads. For the purposes f illustration he
example s simple; t is quite ikely that an experimenter ould wish to use,
for example,more assessorsr more assessmentser judge.
There are severaladvantages f the ranking approachover the meter
method, he most important one for the experimenter eing hat the scale
valuesobtained rom one test can be compareddirectly with the resultsof
another if there is some common standard n each test, since the model
givesadditivescale alues.Thereare, however,otheradvantages. ssessors,
for example, usually find identifying rank order easier than indicating
magnitudesespeciallywhere differences re small. There may also be
specific easons or preferring he ranking method as, for example, n the
greasinessxperiment o be describedater, where t was essential o avoid
contaminationbetweensamples.
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SENSORY PERCEPTION AND EVALUATION OF HAIR GREASINESS 7
APPLICATION OF SENSORY TESTING TO HAIR
In applyingsensoryesting o the measurementf hair properties,he
hair switches sedwill dependon the propertiesunder study. n this work
the test sampleswere straight switches repared rom European hair so
that eachswitchwas 24 cm long by 2 cm wide and contained .4 g cm4 of
hair along ts ength.Additionalprecautions re necessaryn order o ensure
that error is not introduced nto the experimentalwork becauseof initial
switchdifferences. he hair to be usedshouldbe carefullyrandomizedand
cleaned o removeany surface eposits.When the switches avebeenpre-
pared they shouldbe storedcarefully o avoid contamination.
When assessors examine such hair switches--either to rank or estimate
propertymagnitudes--it s usuallyconvenient o hang the switchesrom
a horizontalbar by meansof hooksattached o their clamped-root nds.
APPLICATION IN A STUDY OF HAIR GREASINESS
The examplewe have chosen o illustrate sensory valuationof hair is
taken rom a studyof the problemof hair greasiness.he factorscontrolling
hair greasinessnd ts perception re complex, ut must nclude he physical
properties f the greasy ilm of lipid materialon the hair surface, nd, more
specifically,ts rheological haracteristics.he experimentso be described
wereaimedat establishingowpeople's ensory ssessmentf hair greasiness
correlateswith the rheologicalparametersof the grease.Tactile and visual
judgmentswere studiedseparately, inceboth modes were believed to be
important in the self-assessmentf greasiness.While the relevance of
rheology o the feel of greasyhair is clear, a possibleconnectionwith
appearances perhaps essobvious.However,the most important visual
clue to the presence f greaseon hair, apart from changesn gloss, s the
so-calledrats-tail'effect,when he hairs end to adhere ogether n bundles,
and it was this aspectwhich was studied.
The general lan of the work was o take a numberof materials overing
a wide rangeof consistency,rom thin mobile oils throughgreaseso solid
waxes, o characterize hem rheologically nd to assesshem by sensory
testingon hair switches or their greasiness, ither tactile or visual. The 11
materialsselected re shown n Table . The seriesbeganwith four silicone
oils of increasing iscosity,anging rom a nominal 100 centistokes'p to
'one million centistokes'. Next came semi-solid materials which would
normally be thought of as 'greasy': anolin, petroleum elly and a high
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8 JOURNALOF THE SOCIETYOF COSMETIC HEMISTS
Table I. Materials selected or greasiness xperiments
Code Material
Increasing consistency
SIL 1 ]
SIL2 --Poly(dimethylsiloxane)luids
IL 3
SIL4
LAN Lanolin
PJ Petroleum elly
PEG Poly(ethyleneglycol)
LIP}
IP II --Synthetic mixtures of lipid materials
LIP III
WAX Paraffin wax
molecularweight poly(ethylene lycol). Mixtures of lipid materials pre-
dominantlyoleic and stearicacids and their glycerolesters)were used o
span he gap between he greases nd the relativelyhard paraffinwax.
These materials were applied to hair switchesby spraying 1o w/w
solutionsn etherfrom pressurized erosolpacks.Each switchwas sprayed
until the depositequalled1 /o of the weight of the hair (this being ypical
of the grease evels ound on hair in vivo)and finally the hair was combed
through o promoteuniformdistribution. Preliminaryexperiments howed
that this combingstep did not remove a significant mount of material
from the switch.) Materials were compared hree at a time in a seriesof
sensory ests, inked togetherby includingeach ime one material common
to the previousgroup. In this way, the completebody of data could be
analysed ogether o give an overall picture, placing all 11 materialson a
scaleof relative greasiness.
The sensory ssessmentsere carriedout according o the general ank-
ing procedure lreadydescribed. actileandvisualassessmentserecarried
out separately.n the tactile test, switcheswere presentedor ranking n
pairs,hangingbehinda screen o that the panellists ould eel but not see
them (Fig. 3). In order to avoid transfer of material betweenswitches,
panellistswere asked o feel one switch n each hand, and to wash heir
hands betweeneach pair. Six switcheswere used or each est, made up of
duplicatesor eachof the threematerialsbeingcompared. welvepanellists
eachassessedix pairs, n the courseof which everyswitchwas felt twice,
once n the left hand and once n the right, in order to take accountof any
bias.
In the visual est, panellists ould see he switches ut were not allowed
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JOURNAL OF THE SOCIETY OF COSMETIC CHEMISTS
:' /
Figure 3. Tactile assessment f greasiness.
Facing page 8
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l0 JOURNAL F THESOCIETYF COSMETICHEMISTS
conepenetrometerasusedo measureheyieldvalue i.e.theminimum
stresselowwhichhematerialeaseso flow).Bothof these restandard
techniqueso be oundn mosthealogicalextbookse.g. herman4)),
andneedbedescribednlybrieflyhere.
Thecone-and-plateiscometerFig. ) consistsssentiallyfa slightly
conicaliscotating ithtsapexust ouchingflatstationarylate. he
fluid amplescontainedn he ap etweenonend late,ndhe orque,
Q Torque
I G
I
Speed
D I
'Cone
Sample..
i Plate
I
I
I
Torque, G
Dynamiciscosity,'/ Constant(Speedf otation,
Figure5. Ferranti cone-and-plateiscometer.
G,on hecone anbemeasuredt any otationalpeed,. It canbeshown
that he hearatesconstanthroughouthe amplendhat hedynamic
viscosity,, is givenby'
KG
where is a constantependingnlyonthegeometryf thecone. he
plotof G versus wasa straightine or the hinnestiliconeil, but
becamencreasinglyurvedor the emaininghree nd n these aseshe
'lowshear'iscosityas alculatedrom he nitial lope.
Thecone enetrometerFig.6) is a standardnstrumentor characteriz-
ing atsandgreases,nd hemethod sedo obtain ieldvaluesrom
penetrationeasurementsas hatdescribedy Haighton5). In this
instrument,cone, f weightW,penetratesnder ravityhe latsurface
of thesamplen a cylindricalup.Aspenetrationroceeds,hesheartress
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SENSORY PERCEPTION AND EVALUATION OF HAIR GREASINESS ll
Cone weight,
Penetrotion
log
14/
lope:
Yield value =Consfont x
Cone weight, 14/
(Penetrotion,
igure6. Cone penctromcter.
log p
decreases ntil it reachesa value ust balancedby the rheologicalstability
of the sample, nd the coneceaseso move.From this equilibrium enetra-
tion, p, the yield valuemay be calculated s
yield value -
kW
where k is a constantdependingon the cone angle and is tabulated by
Haighton. The value of n is approximately , and may be found by loading
the cone o variousweights,plotting og W against og p and determining
the slopeof the line. In this work, n was ound to have an average alue of
1.79.
The resultsof these wo rheologicalmeasurements re given n Table I.
The yield value quoted or paraffinwax is an approximate igure, since he
penetrometerwas not really suitable or such a hard material, and the
penetrationwas too small to measureaccurately. t was not practicable o
carry out thesemeasurements t a temperatureother than 25C,although
it is recognized hat this is not identical o the temperatureof the materials
duringsensory ssessment:he visualassessmentsere carriedout at room
temperature 22C) while in the tactile assessmentshe films must have
beenat some emperature etween oom and body temperatures.
Let us now consideragain the sensory est results n relation to these
values.First, for the siliconeoils (Fig. 7), plotsof sensory reasinessgainst
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SENSORY PERCEPTION AND EVALUATION OF HAIR GREASINESS 13
o
Tactile
'0"0'-- -. 0 corr.oefff.= .98
Visual
I I0 10 I0" I0
Yield value kN m2)
Figure 8. Sensoryand instrumental measurements or greases nd waxes.
important n determining he sensory ssessmentf the consistencyf skin
creams Suzukiand Watanabe 6)) and the easeof application o the skin
(Barry and Grace (7)). The relationship or visual greasinesss obviously
more complex han that for tactile greasiness. he increasewith increasing
yield value over the lower half of the rangeprobably eflects he increasing
tendencyof the hairs to adhere ogether o form 'rats-tails',with the ease
of separationof the hairs inversely elated to the yield value. It seems
reasonable, owever, hat eventually he curve will turn down again n the
hard, waxy region, as indicatedby our result or paraffin wax.
Although more work is required before the physicalbasisof the per-
ception of hair greasiness an be fully understood, hese resultssuffice o
demonstratehat it is possible o obtain quantitativemeasurementsf hair
greasinessy meansof sensory ssessment. oreover, our work on hair
switches ould, in principle,be extended o assessmentn vivo,comparing
the greasiness f real heads, although so far we have made only a few
preliminary experimentsn this direction. Finally, we would emphasize
again hat greasinesss ust one exampleof a propertywhichcan be evalu-
ated by sensory esting. We have successfullypplied the technique o a
wide range of hair properties, ncluding, or example,combability, gloss,
softness nd 'fly-away',and the sensory pproach s particularlyuseful or
propertieswhichhave no obviousphysicalcorrelate hat can be measured
instrumentally.
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14 JOURNALOF THE SOCIETYOF COSMETIC HEMISTS
ACKNOWLEDGMENT
We should ike to thank Mr N.J. McNeice who carried out the experi-
mental work.
(Received: oth February1975)
REFERENCES
(1) Harper, R. Human sensesn action 1972) (Churchill Livingstone,Edinburgh).
(2) Levitt, D. J. J. ScFood Agr. 24 739 (1973).
(3) Bradley, R. A. and Terry, M. E. Biometrika 39 324 (1952).
(4) Sherman, P. Industrial rheology 1970) (Academic Press,London).
(5) Haighton, A. J. J. Am. Oil Chemists'Soc. 36 334 (1959).
(6) Suzuki, K. and Watanabe, T. Amer. Perfum. Cosmet.85 115 (September,1970)
(7) Barry, B. W. and Grace, A. J. J. Pharm. Sci. 60 1198 (1971).