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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).