Philip Morris
Pitfalls in the Sensory Analysis of Smoking Behaviour
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Rijksuniversiteit Utrecht
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E.P. Koster, Psychological Laboratory, Utrecht University, The Netherlands
PitfaSlis in the sensory analysis of smoking, behaviour.
. Introduction
Sensory analysis, the systematic study of humani reactions to the
properties of foods, beverages, pleasure providing ma~terials (including,
cigarettes) and the environment, is still a young,science with
many pitfalls ('Os.ter 1198'1, 1983). In ord;er to avoid these a thorough
analysis~of the consumption behaviour involved is necessary.
Some of'these pitfalls are general and do apply, to all products
tested, others are specific for the type of product tested and
are related to the specific consumer behaviour involved in using
that product.
In the case of cigarette smoking, only recently all' the intricacies
involved in the natural smoking behaviour are becoming clear and
with them, a number of misuses of sensory testing, of cigarettes
can be cl'arif ied.
The problems involved can, be classified into the following,categories.
1. The variation in, smoking behaviour.
2. The selection of the right panel members..
3. The change in smokiing behav~ur under unnatural circumstances._
Each of them will be treated here separatel'y, but since thev are ~
closely'interconnected there will be some overlap between, the topics.
For the sake of ciaritv, we will take the risk of' some redundancy
in suchicases. Crl

2'
2. The variationlin smoking, behaviour.
2.1. General
Strange as it may seem to the person who has not given attenti'oni
to the matter, smoking behaviour is in many ways a much more complex
behaviour than eating or drinking,. It involves a number of manipulations
which each in itself may be carried out in a number of different
ways. These manipulations are lighting the cigarette, taking,
the first puff, taking a number of successive puffs, holding,
the cigarette in the hand,,bringing the cigarette (and often
the hand),in contact with the lips and extinguishing the cigarette
at a certain point with a certain pressure.
People differ on all of'tfiese aspects to different degrees but
everybody has his own peculiar way in performing them. Smoking,
is also a social habit. Some people smoke a lot more when in
the company of'others than when alone, others smoke heavily duri'ng,
work, but only occasionally, in their free time, etc.
Thus, there is a tremendous variation in smoking behaviour which
is also strongly related to the particular type of'ci'garette
to which the person is used. Thus, smokemof heavy eigarettes
are used to obtain a great satisfaction from a relatively easy
dYaw on the cigarette. To them smoking a light cigarette which
has only li,ttle,impact from the same amount of effort, is a very
disturbing,experience. Usually, they try to compensate for this
by all sorts of'unnatural manipula~tions such as drawing very
hard and'at the same time putting more finger pressure on the
cigarette or changing,the insertion depth of the cigarette in
the mouth. On the other hand, smokers of light cigarettes, when
smoking heavy cigarettes tend to be abhorrediby the,strong,tas!te
and if so, often start reducing,their puff volume or smoke the
cigarette wilth pointed lips in order to permit the intake of
false air througla openiingsbetween the lips.
2L2_ Differences in lighting the ciSarette.
~ N`^- Since smoking is a form,o,f addition, people tend to light cigarettes.
CA,w- n,2'(amorng other things such as social behaviour) in accordance to
I;k

- 3 -
their bodily needs. It is likely that when the nicotine 1'evei'in the body decreases the urge to
light another cigarette increases.
This is much more evident in heavy smokers than in, light smokers.
In, fact, the frequency of cigarette 1lghting under normal conditions
varies tremendously from person to person. Forcing,pebple, who
at that moment do not feel the,need to smoke, may drastically
change thei~r behaviour. Thi's will problaby become most apparent
in, the depth of inhalation andlthe strength of the draw on the
first li'ghti'ng,puff, where in the case of'a high need for nicotine
stimulation, immediate satisflaction is demanded. In the case of
a low need only a light puf'f will be taken.
When people accustomed to heavy cigarettes are forced to smoke
light cigarettes this effect may still be enhancedl. Also, the
number of cigarettes smoked in the test period and!the intervals
between cigarettes allowed, willi account for Iarge! differences
in the inhalation on the first puff between, subjects and: even
withinithe same subject.
In a well formed experiment ample time should be given and
people.should be allowed! to smoke according to their needs. This
requirement is seldom met in laboratory experiments. If it cannot
be met, care must be taken not to overload'l the subjects and the
experimenter should use only habitual smokers of the same type:
of cigarettes for comparison purposes.
2.3. The smokinQ pattern of subsequent puffs.
People vary considerably in the rate at which they take puffs from
one cigarette. This is also depend~ent upon factors in the cigarette
itself, such as: ease of draw, burning characteristics of the
cigarette, the properti'es of' the,filter used and tightness of
packing,of the tobacco rod.
-Thus, some cigaret2es'burtr much quicker between draws than others
andl as a result liess puffs will normal!ly be taken from, them or
the,f,requency of puffing is speeded up because the subject will
want to "use" the cigarette. Iif' in the laboratory one forces people
to take puffs on,the basis of' a fixed schedule and one limits
the number of' puffs, this willi lead certainly to a form,of srandardisati'ond but it will limit the
validityof the results as an indication
ot normal smokino -p,attcrnti. Also. Iorcink~ people to .roic,~ in iin

_ 4 _
unnatural way willi lead again to different forms of compensatory
behaviour and thus increase,already existing differences between,
subjects. It is a very awkward experience to wait for a sign
before one can take ai new puff or to be f'orcedlto take a next
puff before one really wants it.
2'.4. Differences in hol!ding, the cigarette in the hand.
Holding a cigarette in the hand is a very characteristic gesture,
which is performed differentliy by people.
Non-habitual smokers can usually be immediately spotted by the:
uneasy way in which they hold their cigarettes. Habitual smokers
on the other hand, have very fixed patterns in dealing with cigarettes.
For the study of cigarette smoking these differences are important
because they may influence the results considerably, expecially
in the case of ventilated filter cigarettes where the fingers
may partially block the filter pores.
Some characteristics of the.cigarette, such a& the length of the
cigarette and of'the filter and'the compressability of the filter
and the tobacco rod also may influence the behaviour.
Since the gestures inmvol'ved' in smoking are almost as characteristic
for a person as his fingerprints, interfering with these habits
by forcing people to smoke with a cigarette holder or other instruments
may completely change their smoking behaviour. In studies intended
to predict the intake of tar and nicotine during normal human
smoking, the use of such instruments should be avoided.
2'..5. Bringing the cigarette (and the hand) in contact with the lips.
Lip stimulation is an, integral part of the smoking, pleasure.
The lips are among the most sensiltive areas of the huma~n body
as far as the sense of' touch is concerned. They play a verv large
role in, the contact with the mother in, early infancy and they,
are recognized erogenous zones in most' people of the world.
Furthermore, the lips provide the first contact with materials:
from, the external world which are to be ingested. Manv people
stimulate their lips regularly when not smoking. Whille smoking,
the lip stiimulation by the cigarette is accompanied by touching,

- S -
the lips with the fingers., At the same time there is a strong
tendency to avoid touching foreign subjects with the lips, especially
when they are cold or are supposed to be unhyg3.enic. Nobody would
consid'er to use somebody else's cigarette holder or pipe, for
instance. Onithe other hand many people bilte their own pencil
or pen and touch it with their lips.
People vary widely in the way they stimulate their lips during
normal smoking. Differences in the type of' filter paper and thee
heat transmission properties.of the filter material will influence
aSmost certainly the way in which people bring the cigarettes
in contact with their lips. Here again external objects such
as cigarette holders and other instruments will change the smoking
behaviour to such an extent, that comparison of'the data obtained
with such devices with data from normal smoking,, is invalid.,
21.66 Insertion depth of the cigarette.
The part of'the cigarette taken into the mouth varies also greatly
among smokers. On the average the insertion length is about 10-11 mm,
but some smokers actually put 20 mm.in their mouth.
Here again, no valid prediction can be made about the insertion,
depth of the cigarette when different cigarettes.as the ones a
smoker is used to:, are used. Length of the filter and length
of the total cigarette are probably among the most important factors
determining changes'in the insertion depth.
In laboratory studies the insertion depth; i's seldom a controlled
variable and if it is, this leads to unnatural smoking behavi~ouir.
The devices employed for measuring the ventilation air and the
smokers stream separately,, dol not leave enough room on the filter
end to permit normal: smoking without touching the exsernal object
itself. This leads to very abnormal smoking behaviour.
2'.7. The diecilsion to stop smoking, a cigarette.
People not only may differ considerably in the, rate of taking
puffs, but also in the absolute number of ' puffs they take before deciding
to extinKV ish the cigarette. Mere, the intricate interplay betveen
the different nicotine needis, of people and the nlicotine delivery
of the ci,izarette smoke, plavs of course an important
202839'753+6

- 6~ -
role, but other factors are important as well.
Thus, the amount one wants to smoke of &cigatette is dependent
on ehanges in the taste of it over puffs. The taste of all cigarettes
changes over puffs, but in some cigaretes this:effect is stronger
than in others and people may form strong,habits on~the basis
of their use of a particular brandi.
Another reason.fo:r differences between peop:le in the point at
which they extinguish a,cigarette is clearly economical.
There will probably be a nice:negative correlation between the
socio-economic.status of the~smoker and the length of the extinguished
butt.. The price of cigarettes must also have an influence..
Strangely enough, we have the impression.that:there are also
important differences in,the.extingwishing behaviour itself, which,
may also have their reflections onidifferences in the smoking
behaviour.
Some people extinguish their cigarettes in a.very gentle way, but
others go about it with great gusto and, agressiveness.
For the latter group it seems that the extinguishing behaviour
has in itself a pleasure component. It is often combined with
reaching the decision to go on with another task (back to work,
gping,out of the room). This illustrates once more that normal
smoking behavi&r is closely interwoven with the everyday behaviour
of normal life.
Experiments in,the laboratory are very unnatural in this respectt
also.. Letting,people smoke~to a certain:mark on the cigarette
not onlv disturbs this normal integration of smoking behaviur
in everyday life, but alsb,forces ttie subject to constantly focus
his attention on the smoking behaviour i~tself. This leads to
changes in the normal behaviour pattern,similar to those in the
walking patterns of people who are asked tocarefullv consider
their ownmotion patt'erns in walking.
3. Select'ion of panel members for smokinQ tests.,
3.1 General
Since people varv so~ widelv in their smokinig, behaviour aind' [huss
smoking behaviour and this variation is partlv related to the

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experiences they have with~their own brands of cigarette, great
care must be: taken in selecting panel membe!rs for smoking tests:.
In many pubiications on cigarette'smoking the description of the
subjects employed is ve'ry'unsatisfactory. Without such information
the results!are usually invalid. In a recent study on the effectss
of different kinds: of venti~latedi filters, it could' be demonstrated
that there are drastic differences between smokers of different
brands smoking the same cigarettes (Ko'ster 1985).
The main pitfalls encountered with respect to selection of panel
members are:
a. Not specifying the sex, age:. smoking habits and socio-economic
status of the panel memb!e!rs.
b. The use of smokers of heavy cigarettes to judge light cigaretes
and vice versa.
c. The use of informed and non-independent subjects.
d. The use of insufficient numbers of subjects.
3.2. Not specifying the sex, age:, smoking habits an& socio-economicc
status of the panel memb'ers.
Men and women, are equal in, many ways, but it is: very unlikely
that smoking behaviour is among them. There are still large differences
in the consumption patterns of inen and women. The same holdss
for differences in age.
Smoking,habits, such as usual brand and frequency of smoking
are also important factors to be accounted for. Finally some!
indication of the,socio-economic status of the subject is important
in view of some of the questions discussed in the previous section.
In many countries i~n Europe people have stopped smoking for economic
reasons. This means that the smoking habits of those who continue
may also have been affected (smokers of self roll cigarettes
for instance)'.
Iin all sensory work such details about the composition of the
panel should be mentioned. Without,them the relevance of the
data can not be properly judged. Especia!lly in the case where
differen~t groups are used to compare the effects of different
cigarettes, it is neces,sarv to show that the different groups
do not dif:er in theiir composition, resairdirnV these aspects.

8
3.3'. Using smokers of heavy cigarettes to judge light ones and vicee
versa.
As has been pointed, out in the previous sections of this paper,,
presenting cigarettes with, very different character to people.
accustomed to a particular type of cigarette, may lead to all
sorts of abnormal and compensatory smoking,behaviour.
In the selection of panel members for a given experiment great
care should be taken.to avoid this pitfall and in all cases details
about the usual brand of'the panel members shouldibe specified.
3.4. The use of informed andlnon-independent subj'ects.
In many instances in the literature, people have been used as
panelists who are employees of one oflthe tobacco companies.
Usually these people are accustomed to the cigarettes from: their
own companies. This means that they are not representative of
the total population. Also, these people often have more knowledge
about'cigarettes, properties of fil'ters etc. than the ordinary
layman. This may make it possible for them to recognize the
cigarettes from their own company an& those of competitors.
Since most people are very loyal to the group to which they belong,
it i& very d'ifficult for them not to let their judgements be
influenced by suc'h-knowled'ge.
In studies in which different brands and cigarettes of different
companies are compared, even under the strictest double blin&
conditions, such non-independent panel members should'never be
used.
In general, it is'better to use groups of completely independent
andluninformed subjects: panel members.
3'.5. The use of insufficient members of subjects.
Since people differ so widely in their smoking behavi'our, the
numbers of'people needed to do good comparative studies is large.
This especially is true if so-called "between suibjecrs designs"
are used. in which the results of different groups, each judging,
a different cigarette, are used. Even when "within subject designs"
are emploved, in which eachi subject judSes all different cigarettes,
a number of at least twentv well chosen persons is necessarv

to guarantee the relevance of the experiment. In "between subjects
design" studies, the numbers of paneli'sts to judge each cigarette
shouldibe well over 50 tolprovide sufficient eonfidence in the
obtained results. A1'so, the groups should'be well matched according
to the criteria mentioned under 3.2.
Smoking under unnatural condi'tions..
As was pointed out above!, smoking,i's also ai social habit. In many
laboratory experiments people are seated separately in boxes and
asked toldevote all their attention to the smoked cigarette. This
is~a very unnatural situation, which is only then beneficial when
one wants to obtain purely analytical datalfrom the subjects. For
instance, in making the:same group of persons judge the strength
and ease of draw of the.same set of cigarettes. In~such a case:
good experimental precautions should be taken, such as the systematic
variaition of the order of the presented cigarettes over the panel
members, but if such measures are taken,,the results are validd
as a comparison withinithe restricted'set up of'the laboratory
experiment. If, however, one wants to draw conclusions about normal
smoking,behavioar, the:validity of this type of laboratory experiments
is limited. Certainly, the fact that al subjects have testedlall
the cigarettes under the same conditions is very important, but
the fact that the normal social context was completely changedd
and!tha~t speciaL attention was asked for the smoking activity itself
may have influenced1the normal! smoking behaviour.
In everyday life smoking is an activity which accompanies other
activities, but is very seldom in the forefront of one's attention.
The very fact, that in sensory e,xperilments explicit attention to
the smoking activity is demanded, may disturb the results. This
is,a dilemma in all sensory research. Elsewhere (Koster 19'8'1') we
have suggested to use direct observation of normal behaviour rather
than explicit questions to the subjects as a means to circumuent
this problem. Thus, in a study oni beverages, we were able to register
the frequency of drinking and the intervals between gl!asses for
each member of a, group of 96 peoplk in a normal bar situation.
It could be demonstrated,that the an5wers to questions asked aib~.~ut
preferences for driniks and Iah,rr:3corv tests done with t,he s:nme

- 10 -
group of people, were not correlated with the actual drinking
behaviour of the people.
In the case of' smoking, it might be well worth the effort to develop
similar methods for cases in, which a truthful picture of'the normal
smoking,behavi'our and the preference for certain cigarettes is
demanded.
5. Conclusions and'discussi;on
Does this mean that all laboratory experiments should be stopped?
In no way. As indicated earlier, many analytical questions (strength,
ease of dhraw, etc.) can be answered wi'th, well designed laboratory
experiments, carried out wilth properly selected, and matched grou!ps
of independent people. This is true, especially when designs can
be used in which each individual tests all the samples to be compared,
andiprovided that people can smoke in the way they like. This
means that they are not forced to use cigarette holders or other
instruments that prevent the normal~ contact with the cigarette.
As soon, as such diemands. are made, or when the normal individual
smoking,pattern is broken by asking people to adhere to rigid
time schemes for lighting the cigarettes or taking their puffs
or to rigid prescriptions about the number of puffs or the amount
of the cigarette.to be smoked, the results wiLi no longer reflect
the normal smoking behaviour. As was.also pointed out, such deviations
of' the normal behaviour may have different effects on the results
obtained with different types of ' cigarettes. On the basis of such
experiments no conclusions can be drawn about what would happen
in the situation in which normall smoking had been permitted.
The clearest demonstration of this are the experiments with the
so-called Puff' Parameter Analyzer, an instrument desigrned to measure
the ventilation air and the smoke stream; separately under "normall
human smoking" conditions. The instrument is ilIustrated in figure 1.
The idea of the apparatus is the following. The air used for venti~latio~,
of the cigarette which is suckedlin through the pores in the filter
is measured by placing r.he cigarette in a holder with rubber membranes
on,both sides of the pores. The air taken in through this holder
is the ventilation air. Bw f ittin}; the holder vithi the burning
end of the cigarette in another ve,,sel, the srream of air through

the tobacco rod can be measured. A1'though in itself, the idea,
to measure the two streams separately is scienti'fically very soundl,
it is absolutely impossible to mimic normali smoking,with this
device. Normal contact wilth the cigarette, one:of the most importantt
factors in smoking, has become impossible. The instrument iis aa
heavy glass instrument which prevents normal finger contact with
the cigarette. Also, since the pores in the filter are at 131mmi
from the mouth end a!nd one of ' the rubber membranes has to be fitted'
between mouth,and'po,res only 1'1-12'mm are left for insertion of
the cigarette. This is not sufficient to alilow for normal smoking,
because people will not want to touch the foreign object with
thei!r lips. Although the normali insertionidepthiis 1'0-11 mm, the
lips curve outwards above andibelow the place where they make
contact withithe cigarette and thus at least 151mm should be
allowed'to have the lips free from the instrument at normal average
insertion depth. Even then, normal lip contact would'not take
place, because people have difficulty handling the voluminous
and heavy instrument withithe same precision as.a cigarette andi
will therefore by very reluctant to put it to their mouth. Instead,
they will bring their lips outward and will take only the very
end of the filter between the softer iinner si'des~of the lip, which
will fall partly over the roundlend of the filter. In this way
the stream of air through the filter is blocked to a certain extent.
This will be even more so, because the weight of'the instrument
forces the person to put more lip pressure on the end'of the filter
than normally.
All these effects lead to a completely abnormal smoking situation,
which has different effects on the results obtained with the instrument
for different types of filters. For one type of filter, the so-called
KActron filter, which allows the ventiliation, air into the mouth
trough ventilation channels which are situated at the outside
boundary of the filter, the results are changed dramatically.
The reason is that the softer parts of the lips who are normally
not in contact withithe end of the filter, are now closing off
the ventillation holes, thus preventing the normal ventiliat,ion
to take place. The results of' other types ot filters are less
affected' bv the umnatwral wav of smoM1cim4 forced upon

the su!bject, because they'do not feed the ventilation air in the
mouth through channels, but through the inner part of' the filter.
This illustrates perfectly that creating unnatural smoking conditions
may have differential effects on the results obtained for different
types of cigarettes. Results obtained in this way have no relevance
for normal smoking,behaviour.

References
Koster, E.P. 1981. Sensory evaluation in the natural environment.
.
In: Proceedings of Flavour '81 (the third Weurman Symposium4
Munchen (P. Schreier, ed.)1, Walter de Gruyter, Berlini, p. 93-101.
Koster, E.P. 1981. Time and frequency analysis: a new approach,
to the measurement of some less-well knowniaspects of food
preferences? In: Criteria of Food Acceptance {Ji. Solms and,
R.L. Hallls eds.), Forster Verlag,AG/Forster Publishing Ltdi.,
Zurich, p. 240-2'51.
Koster, E.P. 1983. Uses and!misuses of sensory analysis - psychologist''
point of view. In: J. Adda andl H'. Richards (eds.). International
Symposium on,Food Flavors, Technique et Documentation (Lavoisier),
Paris, pp. 129-137.
Koster, E.P. 1985. Sensory analysis: aims, objections, constraints,
possibilities. Proceedings of the EBC Symposium on @uality
Assurance, Zoeterwoude, 12-1'4 novenber, 1984 (in press).
E.P. Koster, 1985. A psychophysical study on the effectiveness
of cigarette filters. CONFIDENTIAL unpublished preprint.

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