Tobacco Institute
The Economic Costs of the Health Effects of Smoking, 1984
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- Sinsheimer, P. 7
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- Kopstein, A.N.
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Annotations
- 1. National Center Health Statist Named Person
- Affiliation:
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- Affiliation:
- 2. Us Public Health Service Named Person
- Affiliation:
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- 3. Childrens Hospital Philadelphi Named Person
- Affiliation:
Childrens Hospital Philadelphia
- Affiliation:
- 4. Office Technology Assessment Named Person
- Affiliation:
Office Technology Assessment
- Affiliation:
- 5. Rice, D.P. Author
- Affiliation:
University California San Francisco
- Affiliation:
- 6. Hodgson, T.A. Author
- Affiliation:
National Center Health Statistics
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- 7. Sinsheimer, P. Author
- Affiliation:
San Diego State University
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Document Images
Volume 64 Numhcr 1 1986
THEMILBANK
~UARTERLY
rnrc (:usts ol thc tlcalth E/lccts ttl Smoking, I')}{ri 481)
P. IZI(-ti, THOMAS A. I'IOIX,tit)N, hPTIiR SINtiNHIMLR,
iROWNI:R, and ANI)RISA N. (t01'tif1i1N
iiMO Care: Issues and Options in Setting Capitation
548
'. ANI)I:RtiUN, ISARI. P. STI:INBIiR(:, JAMIiti IIOI.LOWAY,
C. CANTOR
tinl; for Liiascd S<It:ction in Ilr:altlt losurante 566
;. LUIT
yuity: Swedish Iicalth Policy and the Private Seuur 592
J M. {KOS(iNT11At.
t ul Malingrring: Why Individuals Wincdraw linln Work
csr:ncc of Illness
622
Yt:1.1N
'.ty in Unsalr Jobs: Thcury, IiviJcnce, and 1'uli(y
uns
(i5v
}.~ . K()IiINti()N
( AMRRIIH,1 UNIVI Rtilll' I'RI'+1
i! l-asr 5,01 5tnm, New Yntk, NY 11102., U S A
Thr Prtt BuilJinK, TrumpmKtun Street, (:atnhrydge (.132 2RU, F.nKland
Itl Surnlurd RuaJ, Uakletgh, Mellwurnc flG(i, Ausrraha
Prtnted m the (Inned Stnes of Amenta
I

Beyond Equity: Swedish Health Policy and
the Private Sector 592
MARILYNN M. ROSENTHAL
The rapid development of private medicine in Sweden poses a chal-
lenge to that nation's traditional commitment to equity and a pub-
lic system of health care. Economic constraints in public-sector
spending, physician intent in private practice, popular interest in
individual choice, and criticism of the public system have been the
stimulus. The dominant Social Democrats will likely accept those
elements of the private sector that are ideologically compatible, but
resist others.
The Myth of Malingering: Why Individuals
Withdraw from Work in the Presence of
Illness
EDWARD YELIN
Federal policy to provide income to workers disabled by chronic
illness has been under attack. Data from the Social Security Ad-
ministration Survey of Disability and Work reveal that anticipation
of higher levels of disability income does not correlate with cessa-
tion of work; the nature of illness and the structure of work do.
Policies predicated on the myth of malingering will hurt millions
of the disabled chronically ill.
622
Hazard Pay in Unsafe Jobs: Theory, Evi-
dence, and Policy Implications 65o
JAMES C. ROBINSON
Critics of OSHA argue that an unregulated labor market gives
firms incentives to improve working conditions. Analysis of the
relation between wages and hazardous working conditions confirms
that workers in hazardous jobs are paid marginally more than com-
parable workers in safe jobs. But hazardous occupations are concen-
trated in low-skill and low-pay strata. The empirical findings have
important implications for "right-to-know" and related occupa-
tional health strategies.
The Economic Costs of the Health Effects of
Smoking, 1984
DOROTHY P. RICE,'
THOMAS A. HODGSON,2
PETER SINSHEIMER,3
WARREN EROWNER,'
and ANDREA N. KOPSTEINZ
' Univerrity of Catifornia, San Francisco;
Z Nationa! Center for Health Stati.rtjcs;
3 San Diego State University, San Diego
C IGARETTE SMOKING IS A MAJOR CAUSE OF MORBIDITY
and mortality in the United States today. It has been linked
to a variety of illnesses, including heart disease, cancer, and
respiratory disease. Increasing public awareness of the health risks
associated with smoking has led to a decline in the proportion of
adults who smoke. Yet, as of 1985, 33 percent of men and 28 percent
of women smoked. Although there has been a decline in smoking in
recent years, the proportion of adult male smokers who smoke 25
cigarettes or more a day has increased from 24 percent in 1965 to
30 percent in 1985; for women, the proportion increased from 13
percent to 21 percent (National Center for Health Statistics 1985,
73; 1986).
The health hazards of cigarette smoking have been well documented.
More than twenty years ago, the Report of the Advisory Committee to the
Surgeon General of the Public Health Service was published (U.S. Public
Health Service 1964). That report and a series of subsequent reports
The Milbank Quarterly, Vol. 64, No. 4, 1986
® 1986 Milbank Memorial Fund
489
I

490 1). P. Kiie et al, The Etononrii (:ortr of rhe Health i ffedt of Smokin,q, 1984 491
of the surgeon general reviewed the major prospective epidemiologic
studies in the United States and abroad that established the relation
between smoking and various illnesses. Recently, annual authoritative
reports have been released by the surgeon general on The Health
ConJeqaencu of Smoking in which cigarette smoking and its relation to
cancer (1982), cardiovascular diseases (1983), and chronic obstructive
lung disease (1984) were extensively reviewed. The 1985 report presented
a comprehensive review of the relation between cigarette smoking and
cancer and chronic lung disease in the work place (U.S. Public Health
Service, 1982, 1983, 1984, 1985).
In addition to the health risks of smoking, there are important
economic consequences. A complete assessment of the economics of
smoking requires evaluation of various health, economic, and intangible
parameters, including benefits as well as costs of both the production
and consumption of tobacco. In many respects the purchase and con-
sumption of tobacco is similar to most other commodities and services
purchased in the market place. Expenditures for purchasing tobacco
cover the cost of resources used in the production process, profit, and
taxes. In return, smokers obtain a certain amount of enjoyment. Thus,
to a certain extent, smokers get their money's worth and the cost of
resources going into the production of tobacco is offset by the benefits
of tobacco consumption to smokers. On the other hand, smokers may
not have complete knowledge of the harmful health effects of smoking
(Warner 1985); although they know smoking is hazardous they are
addicted and unable to quit, and may not consider external effects
such as annoyance to nonsmokers or the cost of medical care paid `py
others. In this situation, costs of smoking other than the purchase
price are not fully reflected in the decision process, and benefits to
smokers may be less than the combined costs to smokers and nonsmokers.
In this article we focus on costs resulting from the health effects
of smoking: expenditures for medical care and the value of productive
output lost to morbidity, disability, and premature mortality among
smokers. These are important components of an analysis of the economics
of smoking. Among smokers who know smoking is hazardous to
health, the prospect of quitting may be painful, and continued smoking
may have become a means of avoiding the physical and psychological
discomforts of withdrawal. The costs of purchasing this tobacco is
not offset by the benefits of enjoyment from smoking; these costs can
be considered in addition to the health effects of smoking, but they
art nor quantified in this article.
This article reviews alternative perspectives and studies of the economic
costs of the health effects of smoking, quantifies the magnitude of
the costs to the economy by employing a prevalence-based analysis,
and compares our findings with those of other researchers. The appendix
describes the methodology of attributable risk used in the cost estimates.
Alternative Perspectives of Costs of Smoking
Two distinct methodologies exist for evaluating illness and disease in
economic terms, the human capital and willingness-to-pay approaches.
The former method, used in this study, is called the human capital
approach because an employed person is seen as producing a stream
of output over the years that is valued at the individual's earnings
(Rice, Hodgson, and Kopstein 19R5). The willingness-to-pay method
values human life according to the amount people are willing to spend
to obtain reductions in the probability of death (Schelling 1968; Acton
1975). The relative merits of these two models is a subject of continuing
debate (Robinson 1986). Even within the context of human capital
methods employed in this article, there are alternative perspectives
from which to view the costs of smoking. Two essential characteristics
that distinguish perspectives involve different views on the answer to
the question "costs to whom?" and the temporal relation between
smoking and costs.
Costs to Whom?
A prevailing view is that the costs of illness to all of society, smokers
as well as nonsmokers, and the indirect costs of morbidity and mortality
are the value of an individual's total output, without deductions for
consumption (Mishan 1971). In accord with this view, cost-of-illness
estimates measure the value of resources used (direct costs) and lost
(indirect costs) and the total output lost as a result of illness or death
is the value forgone. T.C. Schelling (personal communication, February
15, 1984) suggests, on the other hand, that "costs to whom?" requires
two different answers: (1) costs to those afflicted by illness and disease,
and (2) costs to everyone else, with the monetary impact on others
being important because of the welfare gains and losses they entail
for the parties to the transactions. Studies may differ in their analyses
I

492 D.P. Rice et al. The Economic Co.rtl of the Health Gffects of Smoking, 1984 4493
of who gains and loses and the amount of benefits and costs to various
parties.
The essential distinction between these two views is that the former
counts only the value of resources used resulting in forgone alternatives,
and resources lost in terms of unemployed labor, while the latter also
investigates transfers of resources from one segment of society to
another. We are concerned in this article with certain economic costs
of the health effects of smoking, including the value of resources used
to provide medical c-are and the value of labor forgone due to morbidity,
disability, and premature mortality. The costs estimated are in accord
with the first of the two perspectives outlined above. The distribution
of a given level of output between consumption and savings and the
amount of reallocation of one's output to other members of society
is a function of social welfare, fiscal and monetary policy, and other
means available to policy makers. The relative shares going to the ill
or deceased individuals versus the rest of society are determined by
the current economic policies and incentives and are a separate issue.
We should keep in mind, however, that tobacco consumption and
accompanying health effects, in concert with the institutional framework
of the society, confer monetary benefits on one group through the
imposition of monetary costs on another. On average, current and
former smokers use more medical care, experience more work-loss
days, and have higher mortality rates than persons who have never
smoked. Although a smoker may suffer from smoking-induced illness
and require medical care, the cost of the treatment may be borne, at
least in part, by others. This occurs, for example, when medical care
for smoking-related diseases is paid by health insurance funded by
premiums collected from both other smokers and nonsmokers, or by
public expenditures such as Medicare and Medicaid.
Similar considerations apply to indirect costs. If a smoker loses
time from work due to sickness, the real cost is the value of labor
not productively employed. The monetary cost of the day lost from
work may be borne in whole or in part by the sick worker and
dependents, other employees, the employer, or the rest of society.
The worker and dependents bear the cost of absences not covered by
paid sick leave, other employees may incur costs in the form of lower
wages in order to fund sick leave benefits, employers face higher costs
for sick leave and additional labor costs or reduced output, and the
society as a whole may have to pay higher prices to cover higher costs
E
of production and lose tax revenues on income lost by the sick worker.
Premature mortality presents a similar situation, although the time
horizon is years instead of days. Output lost is a real economic cost.
There are also pecuniary transfers, including taxes forgone on income
lost by the deceased, Social Security and pension benefits paid to
survivors, and Social Security and pension payments forgone by the
deceased to the benefit of surviving smokers and nonsmokers.
The deleterious health effects of smoking generate a variety of
financial flows in addition to economic costs. These financial flows
have distributional effects, transferring control over the use of resources
from one group to another, affecting behavior, and changing the
relative well-being of individuals. Although outside the scope.of this
article, which is confined to estimates of resource costs and losses,
transfers such as health insurance premiums and payments, Social
Security, pension, si4kness payments and benefits are important economic
values in the social decision-making process. Knowledge of who benefits
and who pays and the magnitudes of benefits and costs to various
parties can assist in determining the societal response to smoking
activities. It might be important to know, for example, the impact
of smoking on Scx ial Security, Medicare payments, etc. (Office of
Technology Assessment 1985). Some additional aspects of transfer
payments are discussed in the section on types of costs.
Finally, it is important not to view the issues in terms of smokers
versus nonsmokers. Most deleterious health effects of smoking are
self-inflicted on smokers by their consumption of tobacco, although
there are possible health effects of passive smoking. On the other
hand, economic costs and transfer payments occasioned by smoking-
induced disease are shared in varying amounts by ill smokers, nonill
smokers, and nonsmokers. For example, although the ill smoker receives
medical care covered by health insurance, it is financed by premiums
paid by ill smokers, nonill smokers, and nonsmokers.
Temporal Relation between Smoking and Costs
A second essential characteristic that distinguishes perspectives is the
temporal relation between smoking and measured costs. Smoking
presents a dynamic, time-dependent phenomenon. Some costs of
smoking, such as the annoyance caused nonsmokers and property
damage from smoking-related fires, are coincident in time with the
I

494
D.I'. Rue el al.
purchase and consumption of tobacco. The most important costs of
smoking in terms of magnitude of their impact are smoking-related
diseases and the attendant morbidity, mortality, medical care costs,
indirect losses, and intangible losses from pain, suffering, and other
quality-of-life changes. These effects result from cumulative exposure
over many years and are far removed and distant in time from the
tobacco use that helps cause them.
In this article we present an example of a prevalence-based cost-
of-illness analysis in which the current toll of direct and indirect
economic costs resulting from prior smoking is estimated. That is,
the health care expenditures incurred and value of economic output
lost in 1980 as a result of past smoking over many years are calculated.
Prevalence-based cost-of smoking estimates measure the amounts spent
during a year and the value of lost economic output for deleterious
health effects manifest during the year, but caused by exposure to
tobacco over many previous years.
In addition to knowing the current annual burden of past smoking
(prevalence costs), it is important to know the future costs likely to
result from current levels of smoking (incidence costs) and the reductions
in costs to be expected from reductions in smoking. Prevalence costs
indicate the maximum annual value of resources that could be gained
for other uses as levels of smoking decrease. Even with complete and
immediate cessation of all smoking, it would be a number of years
before morbidity and mortality rates of former smokers returned to
levels comparable to those of persons who never smoked. The total
amount saved would be the sum of a series of annual reductions which
rise over time to a maximum level. Examples of prevalence- and
incidence-based studies of the health effects of smoking are described
in a later section. .
A related issue is the possible tradeoff between higher than average
annual medical care use by and expenditures for smokers and longer
life expectancy and additional years of medical care for nonsmokers
(Leu and Schaub 1983). To the extent that smokers die prematurely,
higher medical care expenditures for smoking-induced disease during
the smoker's lifetime are offset to a certain degree by expenditures
that would be incurred in future years if the smoker did not smoke
and enjoyed longer life (Institute of Medicine 1981). The quantitative
nature of total versus net direct costs of smoking, however, remains
to be rigorously analyzed, and the conceptual validity of net direct
The Eronomic Corr.r o j the Healeh Effecl.r of Smoking, 1984
495
costs in certain applications has been questioned (Russell 1986; Warner
and Luce 1982).
Types of Cost
The different types of smoking costs are briefly described below.
Direct Cart.r
Direct costs of medical care (hospital and nursing home care, services
of health practitioners, drugs, etc.) to treat diseases related to smoking
result largely from illness self-inflicted on smokers by their consumption
of tobacco. The costs of care of nonsmokers exposed to and ill from
tobacco smoke are also included. Other direct costs of smoking include
costs of cleaning clothes and air of smoke, repairing and replacing
articles damaged by cigarette burns, attempts to quit smoking, fires
caused by smoking, activities related to smoking and health by private
and government groups, and costs to business to hire and train re-
placements for ill smokers.
Additional direct costs of disease borne by patients and other in-
dividuals include costs of transportation to health providers, certain
household expenditures, and costs of relocating (such as moving expenses).
Transportation costs could be incurred not only for local transportation
to hospitals, clinics, physicians, etc., but also for transportation out
of state, and out-of-area living costs. lllness can force a family to
incur expenses in caring and providing for the sick member of the
family. Thece include extra expenditures for household help for cleaning,
laundering, cooking, and babysitting; special diets; special clothing;
items for rehabilitation and comfort such as exercycles, vaporizers,
humidifiers, and dehumidifiers; alterations of property, such as elevators
for invalids and other special housing facilities; and vocational, social,
and family counseling services. Other costs originating in disease or
illness are expenditures for retraining or reeducation, and care provided
by family and friends.
Limitations of data have hindered development of estimates of direct
costs other than health expenditures, with existing information being
mostly anecdotal. Luce and Schweitzer (1978) included the health
care and property costs of fires caused by smoking, but these amounted

496
D.P. Rice el a!.
to less than 3 percent of the total direct costs. Nonhealth direct costs
have been estimated infrequently, usually for a specific disease (cancer,
for example), and for relatively small samples. Although not concerned
with health effects of smoking, several studies indicate the potential
importance of nonhealth direct costs. Lansky et al. (1979) found mean
weekly expenditures for 70 families of pediatric cancer patients totaled
$56 for transportation, food, clothing, family care, and lodging.
Patients receiving out-patient chemotherapy reported similar nonmedical
expenses resulting from their diseases of $37 during treatment weeks
and $17 during riontreatment weeks (Houts et al. 1984). Although
these expenditures seem relatively high, neither study indicates how
many weeks they were incurred, their relation to medical care ex-
penditures, or the year of data collection. In their study of costs of
caring for children with cancer, Bloom, Knorr, and Evans (1985)
found nonmedical direct expenses for a six-month period in 1981 for
569 children with cancer at the Children's Hospital of Philadelphia
averaged about ;4,000 annually and were almost 20 percent of the
medical expenditures incurred during this same period and 15 percent
of gross annual family income.
One of the few studies, if not the only one, to attempt to estimate
nonhealth-sector costs for the nation for all medical conditions was
by Mushkin and Landefeld (1978). They estimated nonhealth direct
costs between $23 billion (low estimate) and $29 billion (high estimate)
in 1975, adding 19 to 23 percent to direct health care expenditures.
These additional expenditures were incurred by consumers for trans-
portation to providers, property losses to fire, and automobile accidents;
by government for special education, vocational rehabilitation, coun-
seling, added fire protection, and extra costs to the criminal justice
system; and by industry for environmental and safety investments.
These were the only nonhealth direct expenditures Mushkin and Iandefeld
were able to estimate with existing data, and represent only a fraction
of the potentially measurable costs. Although these nonmeasured costs
are potentially large, their relative importance compared to health
care expenditures is'uncertain.
I ndirect Cott.r
Indirect costs of smoking are the value of lost productivity, output,
or forgone manpower resources when persons lose time from work
The Economic Co.rr.r nf the Health Effect.r of Smoking, 1984
497
and other productive activities due to morbidity, disability, or premature
mortality caused by smoking-induced illnesses. In this article, we
estimate these indirect costs of smoking. Illness may also adversely
affect productivity in addition to causing time lost from work by
lessening the productivity of persons while on the job. Absenteeism
also may increase costs of production with the end result that the
value of output per unit of input declines. Additional indirect costs
include the time a patient and/or family members spend visiting
physicians, other health professionals, and hospitalized persons, and
time lost from work by family members when someone in the family
is ill.
As for nonhealth direct costs, data for estimating indirect costs
associated with lessened on-the-job productivity and time lost to
various persons besides the patient are sparse. Mushkin and Landefeld
(1978) estimated the cost of time spent visiting physicians, dentists,
and hospitals, and days lost from work due to another person's illness
at about $4 to $6 billion in 1975. This adds 5 percent to the
commonly estimated indirect costs resulting from the patient's morbidity
and premature mortality. The study by Lansky et al. (1979) of families
of pediatric cancer patients found an average loss of pay from accom-
panying the child to the hospital equal to 14 percent of family income.
In the study by Bloom, Knorr, and Evans (1985), families of children
with cancer lost wages amounting to 18 percent of family income.
Indirect costs such as these, which have not usually been measured
in cost-of-illness studies due to lack of data, very likely vary by disease
and certain other parameters. These few studies indicate, however,
that as for nonhealth direct costs, nonmeasured indirect costs may be
a substantial portion of the economic burden of illness.
Intangible Costs
Direct and indirect costs are losses because they represent reduced
consumption possihilities; costs result from the consumption of resources
that are thus forgone to other uses. In addition to economic, that is,
monetary, costs, smoking causes intangible costs. These include in-
tangible costs inflicted on others in the vicinity such as the irritating
effects of smoke on the visual and olfactory senses and the respiratory
system, and the annoyance these cause, and also noneconomic effects
of illness and disease suffered by smokers and their families, friends,
coworkers, and care-givers.

498 D.P. Rice et al. f The Economic Cn.rt.r of the Health Effect.r of Smoking, 1984 499
Illness and disease are responsible for a wide variety of deteriorations
in the quality of life and personal catastrophes that are not reflected
in direct and indirect economic costs. Victims may suffer loss of a
body part or speech, disfigurement, disability, the pain and grief of
impending death. They, and those around them, may be forced into
economic dependence and social isolation, unwanted job changes,
discrimination in obtaining employment and health and life insurance,
loss of opportunities for promotion and education, relocation of living
quarters, and other undesired changes in life plans. The environment
created by illness'oken induces anxiety, reduced self-esteem and feeling
of well-being, resentment, and emotional problems that often require
psychotherapy. Problems of living may develop, leading to family
conflict, antisocial behavior, and suicide. The victims and others may
experience marked personality changes and reduced sexual function.
Premature mortality has direct consequences for the family, affecting,
for example, duration of marriage and age at widowhood. Disrupted
, development and delinquency may occur among children. The quality
of life may be reduced beyond the restorative capability of current
rehabilitation efforts. The combination of financial strain and psychosocial
problems can be especially devastating.
Psychosocial problems have been documented in numerous studies
and appear to be widespread. A few examples are studies by Blanchard,
Blanchard, and Becker (1976) (depression among widows), Campbell
and Campbell (1978) (invasion of privacy, high insurance and interest
rates, termination of employment), Cassileth et al. (1984) (mental
health status), Derogatis et al. (1983) (psychiatric disorders), Goldberg
(1981) (depression), Marinelli and Dell Orto (1977) (self-esteem, sexuality
and sexual dysfunction). Intangibles are not easily quantified, and not
easily accounted for explicitly in economic models. Consequently, it
is not possible to compare the relative importance of economic and
intangible costs in a common unit of measurement such as money.
It is conceivable, however, that intangible costs are at least commensurate
with, and may well exceed, economic costs in terms of their impact
on both individual and societal welfare.
Transfer Payments
Smoking generates federal, state and local income and excise taxes
(Harvard University lnstitute for the Study of Smoking Behavior and
Policy 1985; Warner 1986). Taxes are neither benefits nor costs to
the society as a whole. Rather, taxes are a form of transfer payment
or reallocation of income from one segment of society to another.
Although taxes are a cost to the payer and a benefit to the ultimate
payee, the monetary value of the gains and losses offset each other
(except for the costs which may be incurred in pperating the system
for collection and disbursement). Taxes, however, undoubtedly have
an impact on the welfare of payers who lose and payees who gain.
Health insurance premiums paid by nonsmokers to cover the cost
of medical care for smoking-related diseases incurred by smokers are
transfer benefits to smokers, which are offset in monetary value by
the transfer costs to nonsmokers. They occur when health insurance
premiums do not reflect differential risks of disease to smokers and
nonsmokers. The cost of smoking-induced disease is the value of
resources devoted to medical care, whether or not paid entirely by
smokers who become ill, or subsidized in part or in whole by nonsmokers.
These are already counted among costs in terms of medical care
expenditures. Health care premiums and out-of-pocket costs for treatment
can be summed to obtain (approximately) the value of medical care
resources devoted to treating smoking-caused disease, but it is important
to avoid double counting. Nevertheless, it may be important to society
to know the amount of subsidies involved and the extent to which
nonsmokers subsidize medical care of smokers in order to decide
consciously whether the society wants these to take place. Real, but
as yet unexplored, benefits and costs of these subsidies are the welfare
gains to smokers and the welfare losses to nonsmokers.
Social Security, pension, and disability and sickness payments to
ill smokers subsidized by nonsmokers (and smokers who do not suffer
ill health effects), and payments forgone to smokers who die prematurely
to the benefit of nonsmokers are also payments which transfer control
over the use of resources from one segment of society to another. They
do not represent the monetary value of resource losses caused by
smoking and are not benefits or costs to society as a whole. Social
Security and disability payments do result in a redistribution of income
and welfare gains and losses and are important economic values. These
transfer payments can be important economic values in the social
decision-making process and assist in determining the societal response
to smoking activities.

500 D. P. Rice ct a!.
Studies of Economic Costs of the Health Effects of
Smoking
There are a number of studies of the costs of smoking, but no one
study has addressed all aspects (Shultz 1985). Alternative perspectives
of the costs of smoking differ in the focus of their concern, including:
(1) aggregate costs (e.g., medical care expenditures) due to past
smoking, i.e., prevalence-based costs;
(2) lifetime medical care expenditures of smokers versus nonsmokers
for all conditions and for specific conditions, including lung
cancer, coronary heart disease, chronic obstructive pulmonary
disease, i.e., incidence-based costs;
(3) tradeoffs between higher than average annual medical care use
and expenditures of smokers and longer life expectancy and
additional years of medical care for nonsmokers; and
(4) long-run reductions in smoking and its effect upon the economy,
including the future impact of changes in smoking patterns on
certain government receipts and expenditures, government deficit
or surplus, and employment.
Prevalence-based Social Costs
The majority of cost-of-smoking studies have been prevalence-based
analyses of social costs. They have examined costs to the society rather
than private costs (accruing to participants in market transactions,
such as smokers, for example) or external costs (falling on others such
as nonsmokers and business and government organizations). And they
have been concerned with the economic costs incurred in a period of
time (most often a year) as a result of the prevalence of smoking-
induced disease during this same period. Prevalence-based costs measure
the value of resources used (direct costs) or lost (indirect costs) during
a specified period of time (the base period), regardless of the time of
disease onset. The costs of the base-year manifestations or sequelae of
smoking-related disease, which may have had its onset in the base
year or any time prior to the base year, are included.
Prevalence-based costs assess the current costs of smoking. Current
morbidity, mortality, and economic costs result from many past years
of tobacco consumption, and current consumption will affect the future
The Economic Cacts of the llealth lif%ctt of Smoking, 1984 5501
health of smokers. Therefore, prevalence-based, or current, costs of
smoking represent the maximum annual value of resources that could
gradually be shifted out of care of smoking-induced illness and into
other social priorities if levels of smoking were to decrease. The impact
of changes in smoking patterns would take place over a period of
years, and the total amount saved would be the sum of a series of
annual reductions. Alternatively, if cessation of smoking produced a
larger, older population, the health care costs of smoking are resources
that could in whole or in part, depending on population dynamics,
provide care to an older population with longer lifetimes and lower
average annual per capita health care costs.
Simon (1968), Hedrich (1971), Williams and Justus (1974), Freeman
et al. (1976), Kristein (1977), Luce and Schweitzer (1978), Forbes
and Thompson (1983), Office of Technology Assessment (1985), and
Vogt and Schweitzer (1985) have all evaluated social costs of smoking.
The results of these studies cannot be compared, however, since the
types of costs, diseases, and categories of smokers included, and the
methodology employed vary among the studies.
The study reported in this article is prevalence-based and the results
will be compared with the studies by Luce and Schweitzer and the
Office of Technology Assessment after the presentation of our findings.
1 ncidence-ba.red Costs
In contrast to prevalence-based costs, which are the costs manifested
during a period of time, usually over a year, as a result of smoking-
induced disease, incidence-based costs are the lifetime costs expected
to occur in a group of smokers as a result of smoking-related disease.
An incidence-hased study by Oster, Colditz, and Kelly (1984a, 1984b)
estimates the direct (medical care expenditures) and indirect (lost
wages, salaries, and housekeeping services) economic costs of smoking
and benefits of quitting among persons who smoked in 1980 for three
smoking-related diseases: lung cancer, coronary heart disease, and
emphysema. The economic costs of smoking are the average additional
costs per smoker that will be incurred over the smoker's lifetime due
to these diseases if he/she continues to smoke throughout life at the
same level. Most of the total cost results from indirect losses rather
than medical care at younger ages, but direct costs increase dramatically
relative to indirect costs at older ages. This general pattern holds true

502 D.P. Rice et al. I The Economic Cau.r of the Health 1ffectr of Smokink, 1984 503
for women as well as men and for each of the three smoking-related
diseases.
Oster, Colditz, and Kelly conclude that a smoker, over his or her
lifetime, will require higher medical care expenditures for the three
smoking-related diseases than will nonsmokers. Costs increase with
the amount smoked, and are higher for men than women due to the
higher risks of disease experienced by men (except for chronic obstructive
pulmonary disease among heavy smokers 50 years of age and over).
Combining Oster, Colditz, and Kelly's projections of cost per smoker
and the prevalence of smoking, we estimate $500 billion as the present
value of lifetime costs of smoking by current smokers in 1980 for
the three diseases. The benefits of quitting are equal to the expected
costs of smoking-related diseases, adjusted to take into account that
ex-smokers' risks of disease slowly decline over a number of years
compared with the risks faced by nonsmokers.
Using a somewhat different model, Lewit (1983) analyzed the re-
duction in health care costs and savings in indirect costs that would
result from a gradual reduction in smoking-related disease in the
United States beginning in 1980. During the first 25 years, the sum
of health care costs saved was projected to be about $200 billion and
the gains in indirect costs were equally substantial although realized
more gradually.
Lifetime Medical Care Expenditures of Smokers versus
Nonsmokers
1.e4 and Schaub (1983) examine the impact of smoking on lifetime
medical care expenditures of Swiss males. They estimate that although
smokers have higher than average annual expenditures for medical
care, the longer expected lifetime of nonsmokers means that expected
lifetime medical care expenditures for males at age 35 who do not
smoke will be 7 percent higher than expenditures for 35-year-old
male smokers. -
Comparing the methods of Leu and Schaub and Oster, Colditz,
and Kelly to estimate lifetime medical care expenditures for smokers,
the former includes all medical conditions, while the latter considers
only the three smoking-related diseases. Leu and Schaub find lifetime
medical care expenditures of 35-year-old male Swiss smokers less than
expenditures for nonsmokers. Oster, Colditz, and Kelly report average
lifetime costs among smokers who quit are substantially reduced.
Although it appears that these two studies offer contradictory results,
closer examination of the assumptions, data, and methods indicate
that they may be logically consistent. On the one hand, nonsmokers,
because of their longer lifetimes, might have somewhat higher or
negligibly different lifetime health care expenditures over all diseases
than smokers who have higher annual per capita expenditures while
alive, but die earlier (Leu and Schaub 1983). On the other hand,
smokers have higher expected lifetime expenditures for lung cancer,
coronary heart disease, and emphysema because they are at higher
risk of developing those diseases than nonsmokers (Oster, Colditz,
and Kelly 1984a, 1984b).
The conclusion reached by Leu and Schaub, however, that lifetime
medical care expenditures of smokers are not higher, and possibly are
even lower than those of nonsmokers, may be premature for at least
two reasons. First, expenditures are not discounted. The effect of not
discounting is to overstate expenditures of nonsmokers since a con-
siderable portion of a nonsmoker's lifetime expenditures are incurred
in those extra years of life granted the nonsmoker, after the age at
which the smoker would die and cease to incur expenditures. This
can be a considerable period of time. For example, in 1977 a male
in the United States who died of cancer of the trachea, bronchus, or
lung, which is typically related to smoking, on the average died at
an age with an expected remaining lifetime of 14 years (Rice and
Hodgson 1981).
Furthermore, these expenditures will be highly concentrated in the
more distant years just before the time of death. Lubitz and Prihoda
(1984) have shown that, in 1978, Medicare decedents 67 years of age
or older represented only 6 percent of beneficiaries but received 27
percent of reimbursements for medical care. These reimbursements
were highly concentrated just before death, with one-fourth of reim-
bursements in the two years preceding death for care received in the
last month of life. Assuming a relatively modest discount rate of 3
percent, a dollar of medical care expenditures incurred by a nonsmoker
14 years in the future has a discounted value compared to a dollar
of expenditure during the last year of the smoker of only $.66. In
other words, a nonsmoker would have to incur $1.52 (52 percent
more) in medical care expenditures fourteen years after the expected
age of death of the smoker to offset a dollar of medical care in the
I

504 D.P. Rice et al. i The Economic Coru of the Health EJfectt of Smoking, 1984 505
smoker's last year of life. Medical care expenditures of nonsmokers
are deferred to the future and the appropriate comparison is between
the present discounted values of the respective streams of expected
annual medical care expenditures.
Second, Leu and Schaub assume relatively low rates of excess medical
care use and average annual medical care expenditures for smokers
versus nonsmokers. We found actual excess utilization of physicians'
services by smokers compared to nonsmokers 2.6 times that calculated
by Leu and Schaub and excess use of hospital care 7.7 times higher.
Lack of discounting and the possible underestimation of the amount
by which average annual use of medical care by smokers exceeds use
by nonsmokers means that l.eu and Schaub may have underestimated
lifetime medical expenditures of smokers relative to nonsmokers. The
amount of understatement is uncertain without further analysis, but
could be substantial. Nevertheless, the concept of a tradeoff between
higher than average annual medical care use and expenditures of
smokers and longer life expectancy and additional years of medical
care for nonsmokers is valid and an important aspect of analysis of
costs of smoking. The analysis begun by Leu and Schaub should be
continued in order to ascertain this relationship with greater certainty.
Impact of Long-run Reductions in Smoking on the Economy
Studies have examined the future impact of changes tn smoking patterns
on certain economic variables, including government receipts and
expenditures, government deficit or surplus, and employment.
Atkinson and Townsend (1977) examined the long-run impact in
Great Britain of an increase in cigarette taxes and a reduction in
smoking on government tax receipts and certain transfer payments
and revenues. They found that a 40 percent reduction in the number
of cigarettes smoked, achieved by phasing in from 1977 to 1980 an
increase in the cigarette tax, restrictions on advertising, gift coupons
and sport sponsorship, and a health education program, would mean
a net increase in population of 250,000 persons in 1998, with marginal
change in National Health Service usage. By the year 2000, they
project a substantial increase in annual tax revenues and a small net
annual reduction in government spending, with savings in sickness
benefits and widows' pensions more than offsetting extra costs of
retirement programs and health education efforts.
Gori and Richter (1978) use the Wharton long-cerm econonietric
model to forecast certain economic effects of elimination of the minimum
preventable portion of major causes of death, starting in 1975. Population
changes resulting from reductions in mortality are introduced into
the Wharton long-term model, and their effects on various economic
indicators are forecast every five years from 19$Q to 2000, as mortality
from preventable diseases is gradually eliminated between 1975 and
2000. Gori and Richter estimate reductions in mortality races resulting
from a policy of disease prevention based on the difference between
United States rates and the next-to-the-lowest rates observed in in-
dustrialized countries for five major causes of death, including car-
diovascular renal diseases, cancer, accidents, diseases of the respiratory
system, and diabetes. The next-to-the-lowest rates were used in order
to give conservative estimates. Smoking is only one of the factors
responsible for observed differences in mortality; others include diet,
alcohol and drug abuse, occupational hazards, air and water pollution.
The relevant aspect of this analysis for our purposes is the modeling
employed, which could be applied to estimate effects of reductions
in mortality from smoking.
A key assumption which greatly affects the projections is their
restriction of the labor force to persons 16 to 65 years of age. The
impact of this by the year 2000 is to increase government transfer
payments by about 9 percent over what the Wharton model forecasts
in the absence of disease prevention. Furthermore, under this scenario
the federal deficit is more than 50 percent larger, and there are
relatively minor increases in the gross national product (GNP), civilian
labor force, and unemployment.
Although the proportion of elderly in the labor force has been
gradually declining in recent years, this assumption of no labor-force
participation by persons over 65 years of age can be questioned since
23 percent of this age group had income from earnings in 1980 (Upp
1983). Current thinking leans toward raising the retirement age;
starting in 2000 the age at which full Social Security retirement
benefits are payable will gradually rise until it reaches 67. Reduced
benefits will still be payable at age 62, but the reduction will be
larger than it is now. If private pension systems follow the lead of
Social Security and raise the age of eligibility for full benefits, incentives
will be in place for more workers to work past age 65. The net effect
on age at retirement of higher ages for full benefits and the desire of
large numbers of workers to retire early is uncertain.
I
