Product Design
Human Smoking Behavior/Four City-Study
Abstract
Reports full flavor non-menthol [FFNM] smoker's behavior when presented variable draft and blend nicotine cigarettes. Says a secondary objective focuses on confirming results of a prior study of full flavor smokers desire for cigarette [DFC], and identifying descriptors. Says Winston 85 specifications were used as the benchmark of the test cigarettes, while Marlboro and Winston Lights served as controls. Describes experimental design, data analysis and concludes: FFNM smokers react to product changes, personality profiles vary and states "Smokers do not smoke the same and therefore get different deliveries from the same cigarette."
User-Contributed Notes
Fields
- Hypothesis
- Behavior TargetingCigarette's effect of enhancing/mitigating specific behaviors
- Inhalation ProfileAre cigarettes designed to cater to individual inhalation profiles?
- Measuring human smoking behaviorMeasuring the effects of changes in human smoking behavior on intake of nicotine and smoke constituents.
- Smoking psychology and behavior
- FTC machine testing and ratingsDesign changes to achieve altered FTC smoke machine tar and nicotine ratings, with or without measured changes in human intake.
- Sensory targetingTargeting of smokers through changes in sensory characteristics
- Sensory effectsTechnologies used to measure, control, or alter sensory effects
- Keyword
- Behavior targeting
- Consumer acceptability (Consumer preference)
- Flavor/ Taste (Attribute measure)
- Human testing
- Perception of draw
- Satisfaction
- Sensory response
- Smoker behavior (Human smoking behavior)Puff parameters, daily intake, etc.
- Tobacco taste (Attribute measure)
- Total particulate matter (TPM or Tar)
- Nicotine delivery (Smoke nicotine or nicotine yield)
- Puff count
- Puff interval (Time between puffs)
- Puff duration (Puff length)
- Puff volume (Puff amount)
- Smoke Constituent
- Nicotine
- Total particulate matter
- Design Component
- Burley tobacco
- Bright tobacco (Flue-cured tobacco)
- Adjustable filter
- Named Organization
- Research and Development
- Marketing
- Business Information and Analysis Department [BIAD]
- R.J. Reynolds Tobacco Co. (Cigarette manufacturer (Camel, Winston, Doral))Cigarette manufacturer (Camel, Winston, Doral)
- Bellomy Research Inc.
- Ferguson Manufacturing Company
- BID
- International Business Machines
- Subject
- Smoke Nicotine (Measures)
- Sensory Effects—Taste (Effects)
- Test/Consumer Preference (Testing)
- Brand
- Marlboro (PM)
- WINSTON LIGHTS
- Winston 85
Document Images
Authors:
-1991 "
Datet-"June 18-
,
Department: Biochemical/Biobehavioral/Brands/Technical Support/
Notebook New Products Technology
Pages:
Previous Reports: RDM, No. 2, 1981; RDM, No 48, 1980
Project No./Name: Nicotine/Product Understanding
R&DM 1991, No. of Pages:
Human Smoking BehaviorJFour-City Studv
OBJECTIVES
The main objective of this study was to determine how full flavor
nonmenthol (FFNM) smokers' smoking behavior changed when they
smoked cigarettes which varied in assembled cigarette draft and
blend nicotine. The secondary objective was to confirm results
from a 1986 Desire for Cigarette (DFC) study which indicated that
full-flavor smokers' can be divided into clusters based on their
description of an ideal cigarette and that these individual
clusters of smokers had distinct smoking behaviors. If indeed,
clusters similar to those in the previous study were found to
exist, we wanted to identify demographic, psychological and
sociological descriptors ~ for-the-cluster-s. -- ~ -
SUMMARY
One-thousand, three hundred and forty-six full flavor, non-menthol
smokers from four different U.S. cities participated in the "Four-
City Study." The study involved testing these smokers'
perspectives of an ideal cigarette, perceptions of various test
products and how they smoked various cigarettes. Additionally,
smokers' psychological traits were characterized and their usual
brands were identified.
A hexagonal RSM design with blend nicotine and assembled cigarette
draft as the independent variables was used. The center of the
design reflected Winston 85 specifications. Marlboro and Winston
Lights were controls.
Results indicated that full flavor, non-menthol smokers could be
divided into four clusters based on their descriptions of an "ideal
cigarette." Cluster 1 wanted smoothness along with little tobacco
taste and low impact; cluster 2 wanted a lot of tobacco taste and
low imgact;, cluste.r. 3 wanted alm.o_st. no.,t9baic,e,o,., t.aste and, n.o, impact;
and, cluster 4 wanted lots of tobacco taste and moderate impact.
Different clusters exhibited different smoking behaviors and
reacted differently to product changes. The particular smoking
behaviors of cluster members related to their descriptions of an
ideal cigarette.

In addition to the clusters having distinct product wants and
smoking behaviors, they had distinct psychological/sociological
profiles.
Data gained from this study met our goal to gain understanding of
consumer wants, their smoking behaviors and their
psychological/sociological profiles. Division of full flavor
smokers into clusters should enable us to meet the needs of
individual customers instead of trying to be all things to all
people.
2

STATUS
This project is complete. Results have been reported to R&D,
Market~ng and the Business Information and Analysis Department's
(BIAD) management.
Human Smoking Behavior methodology, as confirmed by this study, is
being utilized by a large-scale study referred to as "Nicotine
RSM." The Nicotine RSM study involves applying HSB technology to
understand the effects of FTC "tar," FTC nicotine and assembled
cigarette draft on consumer acceptance, satisfaction, perception
and smoking behavior. Product-want clusters are also being defined
as part of this study.
In addition, a study is being conducted to determine the
feasibility of linking marketing segments- as defined by the
"Strategic Marketing Analyses Resource Tool," (S.M.A.R.T.) and
product-want clusters as defined by the Nicotine RSM study to aid
marketing products based on product-want clusters.
KEYWORDS
clusters, demographic, draft, full flavor, human smoking behavior,
HSB, lifestyles, Marlboro, nicotine (54-11-5), perceptions,
personality, product-want clusters, psychographic, RSM, tar,
Winston, Winston Lights.
The Business Information and Analysis Department was
previously referred to as the Marketing Research
Division.
3

I. Introduction
The Four-City Study combines technologies developed by R.J.
Reynolds Tobacco Company's Research and Development (R&D) and the
Business Information and Analysis Departments (BIAD). R&D
developed the technology to measure how a person smokes a
cigarettel. BIAD developed the technology to characterize smokers
into product-want clusters;' i: e: ; grotzps-based on- how, 'the - smokers,°
characterize their "ideal cigarette."
In 1986, a study, commonly referred to as the "1986 DFC* Study,"
which conducted. This study, which involved sixty consumers
(evenly divided among male and female smokers, and among Winston
and Marlboro smokers) was the first study to merge these
technologies.** Results suggested, but due to the small sample
size did not convincingly demonstrate, that smokers could be
divided into clusters, based on their usual brand and their
perceptions of an "ideal cigarette." Highlights from that study
are presented in Table 1. Cluster 1's considered an ideal
cigarette as one with a lot of tobacco taste. Cluster 2 wanted a
lot of tobacco taste and a lot of strength. Cluster 3 wanted
medium amounts of tobacco taste and strength. Smokers' smoking
behaviors differed among the clusters and related to the clusters'
ideals.
Because of the importance of these findings, it was decided to
verify the results by conducting a large scale study. This large-
scale study, described here, is commonly referred to as the "Four-
City Study."
There~were three major objectives to the "Four-City Study." The
first objective was to confirm the 1986 Small-Scale Study's
results, i.e., that smokers could be divided into groups based on
their description of an ideal cigarette and that the individual
clusters' smoking behavior related to their ideals. Second, we
wanted to determine if there are any psychological/sociological or
demographic descriptors of product-want clusters to aid marketing
to these clusters. Third, we wanted to determine if product-want
clusters reacted similarly to product changes, in particular to
changes in blend nicotine and to changes in assembled cigarette
draft. To accomplish these objectives, characterizations of the
full-flavor smoker's "ideal cigarette" were used to divide the
*
**
1'DFC" is an acronym for Desire for Cigarette.
The 1986-DFC study had the objective to learn about
differences in Winston and Marlboro smokers. A addition to
this study (mailout of ballots and Winston cigarettes to
subjects after the human smoking behavior/desire for a
cigarette phase was completed) allow this study's
participants tobe. d~yided..ip~_Q,_clusters._,
4

subjects into clusters; changes in puffing behavior and perceptions
with changes in "tar" and draft were measured. Cluster ideals were
related to their responses to the psychological/sociological
profile questionnaire items and to their smoking behaviors.
The unique aspects of the Four-City Study are the large number of
subjects considered and the depth of information gathered regarding
subjects' attitudes, lifestyles, opinions and psychological make-
up. This powerful data base was used to determine as completely
as possible, the desires, interests and smoking behaviors of full
flavor, non-menthol cigarette smokers.
II. Experimental
A. G_aneral _
Testing for the Four-City study took place in Buffalo, NY,
Savannah, GA, St. Clairsville, OH, and Tucson, AZ. These four
cities, whose locations are depicted in Figure 1, were selected
because they were climatically diverse and because full flavor
smokers could be recruited easily in these locations. Bellomy
Research, Inc. ("Bellomy", Winston-Salem, NC) was responsible for
proposing test cities. The goal was to recruit 300 persons from
each city (it was anticipated that 90% of the recruits would
complete the study.)
Local marketing research firms in each city conducted the tests,
under Bellomy's and BIAD's (Brand Information Department of RJRT)
supervision. Names and addresses of the test centers are provided
in Table 2.
The four-city test consisted of two parts: first, an on-site test,
which involved monitoring full-flavor smokers' smoking behavior and
asking these same smokers to respond to questionnaires regarding
their lifestyles, their personalities and their opinions. Second,
a take-home part in which subjects indicted on NFO ballots (example
given in Attachment 1) their acceptance and perceptions of test
cigarettes`and their descriptioris of an ic~eaYcigarette. .
B. Test Design
A hexagonal RSM design, which consisted of six star points and a
duplicated center point, was selected for this study. This design
pattern was selected because it was the smallest practical pattern
that would allow us to evaluate the effects of linear, squared and
crossed terms in the various responses. The design was oriented so
there were five different levels of draft, and three different
levels of blend nicotine. Target draft levels ranged from 115 to
160 mm H2O; target nicotine levels ranged from 1.6 to 2.0 wt%
(DWB). The design was oriented in this manner to minimize the
number of blend nicotine levels required. Minimum number of blend
5

nicotine levels was desired because it was difficult to prepare
blends that were similar with only nicotine level varXing. Center
point~'specifications were J'based on Winston KS (with G7-2)
specification. Winston Lights and Marlboro KS cigarettes were
controls.
The actual design differed from the target (Figure 2). Assembled
cigarette draft levels were only slightly off from target; the mid-
and high-nicotine levels were near target, but the low nicotine
levels were definitely high, i.e., actual levels were 1.74 wt% --
target levels were 1.6 wt%.
Correlations amongst the actual design levels were tested to
determine if the linear, quadratic and interaction model terms were
independent for the actual design. As shown in the correlation
matrix (Table 3), except for a significant correlation between the
linear and quadratic nicotine terms, all terms of interest remained
independent.* The significant nicotine/nicotine-squared
correlation was due to the two low nicotine level products being
above target (a plot of nicotine versus nicotine-squared is
provided in Figure 3). Although we did not meet our goal for
complete independence, we continued the experiment using these
products. This decision was made based on the fact that blends
with nicotine at the 1.6 wt% target were not easily obtainable.
But, --more importantly, 'we f elt - -that- -the la-ck- of- independence of -
these two model terms would not affect ourr ability to address the
study's objectives, i.e., the objectives were not to optimize the
independent variables but to determine the relationship between the
independent variables and human smoking behavior and perceptions.
C. Products
Ten products were utilized in this test. Eight were based on the
design; two products (Marlboro KS and Winston Lights) were
controls. Seven of the test ~roducts were from pilot plant run
CT01568 (parts A, C through H) ; the other test product was from
pilot test run CT01605A. Specifications for product CT01568, parts
*Independence was calculated by running a correlation matrix
on all points (in statistical design units) which comprised the
design. Design units were determined by first calculating where
the center of the design was located. The design center was
determined by averaging over the levels of the variables for all
~
the design.points. --A design--unit was--computed-bydetermining the-..-
average distance from the center for the maximum and minimum levels
for the independent variables.
Lr
**Pilot plant run CT01568, part B was remade in pilot test run a
G
CT01605A.
1-1
a

A, C through H* and product CT01605A were based on speci~f* cations
for the Winston KS product which utilized G7-2. The
cigarettes' draft and blend nicotine were varied within the various
parts which made up the run. Assembled cigarette draft was varied
by changing the filter. Blend nicotine was varied by selecting
Burley and flue-cured grades which had different nicotine contents.
Marlboro KS cigarettes were banded and packed into white packs
(Pilot plant run CT01568H). Winston Lights test products was
prepared (CT015681) based on specifications for the "new Winston
Lights," the product implemented in April 1988.
Blend nicotine contents, drafts and FTC tar and nicotine deliveries
from the various cigarettes are presented in Table 4. Test codes
used at the test sites to refer to the products are also given in
that table. Detailed product specification are provided in
Attachment 2.
D. Test Schedule
There were six test sessions per day, f ive days a week resulting in
thirty sessions per week. Ten smokers attended each session. All
smokers were required to attend smoking sessions once a week for
the five week-test period.
Subjects were supposed to attend sessions at the same time each
week. If a subject missed a session, he/she was allowed to make-up
the session as long as it was not within 5 days of the next test.
For example, a Monday subject had to make-up the missed session by
Wednesday. Thursday and Friday subjects could make-up sessions, if
necessary, on Saturday.
Subjects smoked two products per session and were exposed to all
products._ _ To minimize , the ,.possi,b.i,7,ity,..,of_.e.rrors ,..and_._to, ease,
subject handling, all subjects attending sessions on a given day
were given the same product. Product presentation orders varied
did vary from day-to-day and from site-to-site. These orders are
presented in Table 5.
The test took place in the summer of 1988. Testing at the Tucson
site took place form June 6 until July 15.*** Savannah, St.
Clairsville and Buffalo tests were staggered one, two and three
weeks, respectively, after Tuscan testing.
*
**
***
Part CT01568B was remade in run CT01605A.
This particular specification was used due to the
difficulty in ammoniating blends for the newer Winston KS
specifications.
Testing was not scheduled for the week of July 4th.
7

E. Subjects
Thirteen hundred and eighty-six full flavor smokers were recruited
for the study, from the population at large in and around the test-
site cities. Subjects were recruited by the local recruiting firms
using the screening questionnaire, developed by Bellomy Research
Inc. and BID (Attachment 3.) The primary criteria were that the
subjects were 18 to 59 years old, that they smoked a brand of
cigarette which was 85-mm, non-menthol and full flavor, and that
they smoked ten or more cigarettes per day. Age, sex and usual
brand distribution targets were established by BIAD and were
calculated to reflect national incidence. Recruiting targets are
presented in Attachment 4.
The demographic distribution of subjects, for whom complete data
records were available, closely matched targets. Seventy percent
(versus a target of 75%) of the subjects were male. Eighteen
percent (versus a target of 20%) were between the ages of 18 and
,(versus, a target, of,,30$), between, the_~ges_ of 25,,an..d,.34, 32$,_,
(versus a target of 30%) were between the ages of 35 and 49 and 18%
were above 50 (versus a target of 20%.)
Upon completing the study, subjects were compensated ($125).
F. Procedure
1. Pre-experimental Handling of Subjects
Subjects were instructed not to smoke within a half-hour of their
scheduled test time. When subjects arrived at the various test
centers, they checked-in and then waited in a waiting area.
Subjects were allowed to read magazines but were not allowed to
smoke during the waiting period.
2. Human Smoking Behavior Test
The human smoking behavior test procedure, summarized in Figure 4,
involved testing subjects' puffing patterns while they smoked two
different cigarettes. Subjects completed various questionnaires
between the times they smoked the first and second cigarette.
The procedure -begari 'with sdbjects chec7cirig-i:ri"arid"thbri' waiting to"'
'
be escorted into the testing room. When it was time for the
session to start, subjects were seated in the testing room. Next,
the test administrator read the instructions (Attachment 5) to the
subjects. Detailed instructions were given during the first test
week. These instructions allowed the subjects to familiarize
themselves with the equipment. Briefer instructions were read to
the subjects during sessions held during weeks two through five.
Both sets of instructions informed the subjects of the test
protocol and about the test equipment. After instructions,
subjects ate crackers and drank water to cleanse their palates.
8

Step-by-step instructions, to be followed during the test along
with the questionnaires to be completed, were provided to the
subjects. The instruction books differed from week to week due to
the different questionnaires being used. Instructions books for
all five weeks are attached (Attachment__6). ~The questionnaires,
presented to the subjects on' a week-by-w~eek basis are listed in
Table 7.
After receiving instructions, and filling out their names, the date
and the time on the instruction-book cover, the subjects were given
the "go-ahead" to smoke the first cigarette. Cartoons were played
for the subjects' entertainment during this smoking period. The
panelists smoked the cigarettes through flow sensors in the form of
a small plastic mouth pieces which were attached to the cigarettes
(Figure 5). Smokers could easily hold and manipulate their
cigarettes, within a radius of two or three feet (Figure 6).
Details of the test equipment are presented in Section 6.
After all subjects, participating in a given session, completed
smoking the first product, a twenty-five minute waiting period
started. During the waiting period, subjects ate crackers and
drank water to prepare for the next cigarette and responded to
various questionnaires. After the waiting period was over,
subjects smoked another cigarette and watched cartoons.
When testing was completed, subjects received a package containing
cigarettes and questionnaires for the take-home portion of the
test:_ . _ ,. .. _-_ .:..____ . .... . , ,... .._ ..
ii. Take-Home Test
After on-site testing, subjects were given a "take-home packet"
consisting of two packs of cigarettes and two NFO ballots.
ProductT in the take-home pack were the same products smoked in the
session . Subjects were free to smoke the products in either
order, but were instructed to complete one pack and smoke as many
cigarettes as they could from the first pack and then complete the
first questionnaire before starting the next pack. A second
questionnaire was filled out after subjects smoked as many products
as they could from the second pack.
Subjects filled out both questionnaires at-home and then returned
them in the envelope provided. Subjects were told that they had to
return the questionnaires at their next scheduled test session in
order for testing to continue.
* The same products were in the take-home packs as were
- smoked during a-given .day ta--eliminate -theneed-.for the
various test administrators to handle more than two
products per day.
9

6. Test Sites and Training of Various Marketing Research Firm
Personnel
a. Facility
The test facility accommodated up to ten smokers per session. In
the test room there were two 13-foot tables, constructed by bolting
together a five and an eight foot table. Five subjects could sit
at each. Tables were positions so that subjects at one of the 13-
f oot tables had their backs to the subj ects at the other table.
Six partitions were placed on each table to prevent subjects from
disturbing each other. A TV was placed in front of each of the two
tables. Both TV's were connected to a single VCR to allow
simultaneous display of the videcr entertainment-.- - -
An air cleaner was installed in each test room.
b. Training of Test Site Personnel
A week-long training program was held to train the Senior Project
Administrator and two additional persons from each of the various
test sites. A schedule for the training program is provided in
Attachment 7. Dr. John Reynolds and Mr. Alan Norman were the
instructors. The training session allowed test site operators to
familiarize themselves with the equipment and procedures. After
the various marketing research firm personnel were trained, they,
participated in the production of an instructional training video
tape. The purpose of the training tape was to have a medium to
train additional people at the test sites in case of employee
turnover at the various marketing test sites.
H. Human Smoking Behavior Testing Equipment
1. General
.The, pxincipal_ feature of, the...eguipment- .use.d...,in._ this ,.tes_t versus. .
that used in previous human smoking behavior testsl, such as the
1986 DFC study, is the revamping that took place to allow people
less familiar with the instrumentation to operate the equipment in
a reliable manner. The human smoking behavior (hsb) monitoring
equipment, used in this study was designed by RJR personnel,
principally Dr. David Griffith, and manufactured by Ferguson
Manufacturing Company (Winston-Salem, NC). The method uses a
device that measures and records the flow of air (measured by
differential pressure) and draft (as indicated by ?????) at the
mouth end of the cigarette as a person smokes. As shown in Figure
7, in addition to the mouthend piece, "probe", the equipment
consisted a portable puff profilers, located at each station. Each
puff profiler contains transducers, an analog to digital converter,
an IBM compatible computer and a disk drive. These puff-profiler
10
