Anne Landman's Collection
Cigarette Price Elasticities and the Implications for Philip Morris
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- Author
- Johnston, M.
- Recipient
- Daniel, H.
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Su bj ect:
PHILIP MORRIS U. S. A.
INTER - OFFICE C ORRESPONDENCE
RICHMOND, VIRGINIA
Mr. Harry Daniel Date: January 5, 1982
Myron Johnston
Cigarette Price Elasticities and the Implications for Philip Morris
In an earlier memo ("Teenage Smoking and the Federal Excise Tax on Cigarettes,"
September 17, 1981) I reported on a National Bureau of Economic Research (NBER)
working paper, "The Effect of Government Regulation on Teenage Smokin.g." In
that study the authors used the recently released tapes of the 1966-1970 Health
Examination Survey of the National Center for Health Statistics and constructed
a rather elegant cross-sectional and longitudinal model of teenage smoking
behavior. They concluded that the smoking participation elasticity of teenagers
is -1.2 and that the total demand elasticity for teenagers is -1.4. This means
that a ten percent increase in the price of cigarettes would lead to a decline
of 12 percent in the number of teenagers who would otherwise begin to smoke and
a 14 percent decline in the total number of cigarettes demanded by teenagers.
I have just finished examining another paper by two of the same authors entitled
"The Potential for Using Excise Taxes to Reduce Smoking."* On the basis of the
findings of this paper, population data, and data from the Public Health Service
(PHS) tapes, the Tracking Study, and the POL National Panel, I believe that
cigarette price increases, whether of our own doing or as a result of excise
tax increases, will have.less effect on Philip Morris sales than the price
elasticities alone would lead one to believe. Details of the paper and the
reasons for my relative optimism are described below.
The Paper in Brief
In this study the authors used the recently released 1976 Health Interview
Survey tapes, and, using essentially the same procedure used in the earlier
paper, constructed the best model I have seen to date from which to calculate
the price and income elasticities of cigarettes. With ten other variables held
constant, they calculate the overall price elasticity of cigarettes to be -0.42,
which is about what the consensus has long held it to be. Thus, a ten percent
increase in the price of cigarettes would lead to a 4.2 percent decline in
sales. They found the income elasticity to be 0.08, which means that a ten
percent increase in income would lead to slightly less than a one perce~t~ ~~~~
increase in the demand for cigarettes. `- `e `
JAN~'
*This paper has subsequently been published as NBER working paper #764. It was
supported by a.grant from the National Center for Health Services Research to
the New Jersey Medical School. The authors are Eugene Lewit, Office of Primary
Health Care Education, New Jersey Medical School, and Douglas Coate of the
Department of Economics at Rutgers University and the NBER.

2
This paper is undoubtedly the best work I have seen to date on price and income
elasticities of cigarettes, although, in fairness to other researchers (myself
included) who have wrestled with this problem, it should be noted that the
authors were privy to information not accessible to other investigators: The
PHS public use tapes made available to the general public have been purged of
all information that would compromise the confidentiality of the data (e.g. name
and address). The authors of this paper, however, working as they did under a
PHS grant, had the complete file and, on the basis of the addresses, were able
to assign a price per pack figure for all respondents.
Price elasticity works in two ways. A change in price can cause a change in the
number of people who use a product or in the quantity of a product the users
consume, or, usually, both. In the case of cigarettes, the effect is primarily
in the smoker participation rate (price elasticity of -0.26). The effect on the
quantity of cigarettes demanded by smokers is much smaller (price elasticity of
-0.10). Thus a ten percent increase in the price of cigarettes would cause a
decline of 2.6 percent in the number of people who would have otherwise begun to
smoke, and a decline of one percent in the number of cigarettes purchased by
smokers. This relative insensitivity of sales to price changes on the part of
current smokers is consistent with the POL National Panel data, which show
little variation between states in the number of cigarettes smoked per day by
smokers.
In the case of income elasticity, the situation is exactly the reverse:
Changes in income have a greater effect on the consumption of cigarettes by
smokers than on the smoker participation rate. Income elasticity for the
smoker participation rate is 0.03, and for the quantity smoked by smokers 0.06.
This is almost identical to the 0.065 correlation between income and consump-
tion that was calculated for smokers on the POL National Roster, and the 0.061
and 0.057 correlations found for smokers from the two PHS tapes. (Memo, Johnston
to Zoler, "Average Daily Cigarette Consumption by Delivery Level and Measures of
Socio-Economic Status", August 7, 1981.) Thus changes in income have very little
effect on the demand for cigarettes among smokers.and even less effect on the
number of people who smoke.
Price Elasticities by Age and Sex
As mentioned in my September 17 memo, many of us have hypothesized that price
elasticities may be different for different demographic or socio-economic
groups, and the authors, in their earlier paper, did indeed find that the
smoking participation elasticity for teenagers was -1.2 and their total demand
elasticity to be -1.4. In this later paper the authors investigate three
different age groups: 20-25 year-olds, 26-35 year-olds, and persons over age
35. Results for these three age groups and teenagers are as follows:

Table 1
Total Demand Elasticities and Smoker Participation
Elasticities by Age
Total Demand
Elasticity Smoking Participation
Elasticity
Teenagers -1.44 -1.19
20-25 year-olds -0.89 -0.74
26-35 year-olds -0.47* -0.44*
Ages 36 and over -0.45 -0.15*
Total -0.42 -0.26
* Not significantly different from zero.
Note that the total demand elasticity for the total population is lower than
for all of the subgroups (although the total demand elasticity for the 26-35
year-olds is not significantly different from zero). This is because, with
increasing disaggregation of the data, the calculations become less precise and
the confidence levels broader. Since the elasticities reported for the total
population are more accurate than for the age groups, a better measure of the
true elasticities can be obtained by adjusting the elasticities shown in Table
1 to the elasticities for the total population. These results are shown in
Table 2.
Table 2
Total Demand Elasticities and Smoker Participation
Elasticities, Ages 20 and over, Adjusted
Total Demand
Elasticity Smoking Participation
Elasticity
20-25 year-olds -0.72 -0.64
26-35 year-olds -0.38* -0.38*
Ages 36 and over -0.36 -0.13*
Total -0.42 -0.26
* Not significantly different from zero.

As noted in the earlier memo, price increases would affect the demand for
cigarettes among teenagers chiefly through the smoker participation elasticity.
That is, the ch i ef effect wou l d be to i nf l uence the dec i s i on as to whether or
not to begin smoking, rather than to influence the demand for cigarettes among
committed smokers. This appears to be true also of the 20-25 year olds, among
whom the total demand elasticity is nearly twice that of the total population,
and, as with the teenagers, appears to operate through the decision regarding
beginning (or continuing) to smoke, since the smoker participation elasticity
accounts for a great proportion of the aggregate demand elasticity.
Among the 26-35 year-olds the elasticities do not quite reach significance,
but what elasticities do exist appear to operate chiefly through the smoker
participation elasticities. I find this rather puzzling in view of the fact
that the vast majority of smokers begin to smoke before age 20 and an even
greater proportion before age 25. Probably the best explanation for the
observed greater effect of smoker participation elasticities than of the
demand for cigarettes by smokers among both the 20-25 year-olds and the 26-35
year-olds is to be found in the design of the study itself: This, as noted,
was a cross-sectional study using 1976 data, and since the state-to-state
price differentials had remained relatively constant for a number of years
prior to 1976, the smoker participation elasticities of people in their
twenties may be more apparent than real. That is, price may have had its
impact on the decision to smoke several years prior to the study, when these
people were still in their teens.
Among people over age 35 the overall demand elasticity is statistically
significant, but it is not determinable whether it operates through the
smoker participation elasticity (i.e. quitting) or the demand for cigarettes
by smokers (i.e. cutting down). It is unfortunate that the authors did not
disaggregate this older group still further. I suspect that the elasticities
for people aged 36 to about 50 would have been non-significant, and those for
the older ages significant, and it would have been useful to know through
which mechanism price has an effect.
The authors further disaggregated the data to calculate the elasticities by
age and sex. These unadjusted data are shown in Table 3.
Table 3
Total Demand Elasticities and Smoker Participation
Elasticities by Age and Sex
Total Demand Smoking Participation
Elasticity Elasticity
Males 20-25 -1.40 -1.28
26-35 -0.32* ~~ -0.29*
36 and over -0.66 ~
1°`~ -0.25*
Females 20-25 -0.30*.'/- -0.14*
26-35 -0.58* -0.39*
36 and over -0.12* 0.07*
Total -0.42 -0.26
* Not significantly different from zero.

5
The demand for cigarettes by females is generally insensitive to price: Not
one of the elasticities for females is significantly different from zero.
Among the 20-25 year-old males both the total demand elasticity and the smoking
participation elasticities are significant, while the demand for cigarettes by
smokers (not shown) is not. Thus total demand for cigarettes for this age
group appears to have (or to have had) an effect through the decision regarding
beginning to smoke.
For males 26 to 35 neither measure is significant, but price does seem to have
an effect on total demand for males over 35, and among these males the effect
is split between the smoking participation rate and the quantity smoked by
smokers. While not directly comparable, this is intuitively consistent with
the observation in my August 7 memo that income is more highly correlated with
consumption for males than for females.
The Significance for Philip Morris ~
The conclusion to be drawn is that any increase in the price of cigarettes
will have its greatest effect on the young, and, in particular, on young
males. Unfortunately, it is among the young that we have our greatest market
penetration, and theoretically price increases should affect Philip Morris to
a greater extent than the total industry. For a variety of reasons, however,
this may not be the case.
For one thing, we have a large and increasing share of female smokers, and
females, in turn, constitute an increasing proportion of total smokers. Since
females, as noted above, are relatively insensitive to price, those of our
brands that have this greatest appeal to females (all of the 100's) would be
relatively immune to price increases.
Since Marlboro has its greatest appeal to the young, and to young males in
particular, it would appear to be particularly vulnerable to price increases.
I am inclined to believe, however, that it is less vulnerable than these elas-
ticities alone would suggest, thanks largely to the changing age composition of
the population and to the fact that the Marlboro market has changed.
Consider first the changing age composition of the population. As I have
noted on many occasions, the number of 15-19 year-olds peaked in 1976 and is
now declining at the rate of about three percent per year. Furthermore, as I
noted in my report on young smokers ("Young Smokers--Prevalence, Trends,
Implications, and Related Demographic Trends", March 31, 1981), the prevalence
of teenage smoking has been declining at an accelerating rate. As a result,
teenagers, who accounted for about ten percent of all smokers (and seven
percent of sales) in 1974, now account for only about 7.5 percent of smokers
and five percent of sales. With the continued decline in the number of
teenagers and in the teenage smoking prevalence rates, their importance as a
market will continue to decline. Thus the elasticities will operate from an
already low and declining base. The number of 20-24 year-olds reached its
maximum in 1981 and will now begin to decline. As noted above, it is my
opinion that the smoker participation elasticity for this group exerted its

effect in years prior to the survey, and is therefore overstated to a certain
extent. This group, too, will decline in importance relative to the total
smoking population, even in the absence of any effect of price elasticities,
as a result of the decline in the number of 20-24 year-olds and the declining
prevalence rates of people moving into that age group. This under-25 group
is, of course, much more important to Marlboro than to the total industry, but
it is less important now than in 1974: Our share of this market held steady
while the number of smokers declined.
Conversely, Marlboro's share of the 25-44 year-old smokers has been increasing.
Between 1974 and 1981 its share of 25-34 year-old smokers increased from 11.1
percent to 14.1 percent while that of 35-44 year-old smokers rose from 5.8 to
seven percent. Meanwhile the total population aged 25-44 increased at an
average annual rate of 3.0 percent. As a result, even though smoking prevalence
rates among people in this age group declined, people 25 to 44 now account for
about 45 percent of all Marlboro Red smokers--up from about 37 percent in 1974--
and, since they have a higher average daily consumption than younger smokers,
account for about 50 percent of sales. This group, it should be noted, includes
the group in which the price elasticity is not significantly different from
zero. Furthermore, the number of 25-44 year-olds will grow at an average annual
rate of 2.7 percent over the next five years, and the smoking prevalence in this
group, which declined from 44.5 percent in 1974 to 39.2 percent in 1978, has
begun to level off.
It is, however, the changes that have taken place over the past decade in the
educational and occupational characteristics of smokers of Marlboro Red that
~6/ ~f,
give me the greatest cause for optimism. Ten years ago Marlboro had its highest
market share among college-educated white collar workers, and among students.
Now, for all age groups, its market share is lowest among the upper white collar
There is
in fact
an
workers and highest among the lower blue collar workers
,
.
,
almost perfect inverse relationship between occupational level and Marlboro
market penetration. Even among the 18-24 year-olds, blue collar workers are
about 50 percent more likely to smoke Marlboro Red than are students. It is
also the blue collar workers who are most likely to smoke, least likely to quit
smoking, and who have the highest average daily cigarette consumption, while
the upper white collar workers are least likely to have ever smoked, most
likely to quit, and who have, other things held constant, the lowest average
daily consumption.
~ There is also, for both sexes and all age groups, an almost perfect inverse
relationship-between Marlboro Red share and educational attainment. Smokers
who have not graduated from high school are about twice as likely to smoke
Marlboro Red as college graduates. As was the case with occupation, so also
with education: The higher the level of educational attainment the greater the
probability of never starting smoking, the greater the probability of quitting,
and the lower the average daily consumption.

Although perhaps not related to elasticities of demand for cigarettes, there is
one other factor that should help insulate us from any adverse effects of an
increase in excise taxes on cigarettes: the racial composition of smokers of
Philip Morris brands. There have, to my knowledge, been no studies that
addressed the question of racial differences in cigarette demand elasticities,
but whether because of different price or income elasticities, or some social
phenomenon, the fact is that, at least since 1974, smoking prevalence among
blacks has declined much more sharply than among whites. This is true of both
sexes and virtually all age groups, and appears in both cross-sectional and
cohort data. (This was reported for teenagers in my May 1981 report on young
smokers, and an examination of racial differences among adults based on the PHS
data will appear in a forthcoming memo.) At any rate, for whatever reason, the
fact that our market is about 95 percent white will help to ameliorate the ill
effects of an excise tax increase, or any other form of price increase.
Unfortunately, we know nothing about the relative price (or income) elasticities
of demand for cigarettes among different occupational groups or levels of
education. What we do know about their relative propensities to smoke, coupled
with the changes that have occurred in the age composition of the population and
in the characteristics of smokers of our brands, leads me to believe that price
increases will have less effect on Philip Morris sales than the bare price
elasticities alone would lead one to believe.
MEJ:f
cc: Max Hausermann
Leo Meyer
Richard Thomson
Jon Zoler
Tom Goodale
Al Udow Douglas Nelson
Peter Meyers
Colon Rowe
