Philip Morris
Economic Costs of Smoking: An Analysis of Data for the United States
Fields
- Author
- Hodgson, T.A.
- Rice, D.P.
- Area
- SLAVITT,JOSHUA/OFFICE
- Type
- SCRT, REPORT, SCIENTIFIC
- BIBL, BIBLIOGRAPHY
- CHAR, CHART, GRAPH, TABLE, MAPS
- BIBL, BIBLIOGRAPHY
- Named Organization
- Natl Center for Health Statistics
- Office on Smoking + Health
- Sgc, Surgeon General's (Advisory) Comm
- US Public Health Service
- Commonwealth Fund
- Hhs, Dept of Health and Human Services
- Office on Smoking + Health
- Named Person
- Boden
- Cooper
- Gibson
- Hedrick
- Hodgson, T.A.
- Kopstein
- Levit
- Lilienfeld
- Luce
- Meiners
- Paringer
- Rice, D.P.
- Schweitzer
- Sinsheimer, P.
- Surgeon General
- Waldo
- Cooper
- Recipient (Organization)
- Allied Social Science Assn
- Document File
- 2025684071/2025684856/Americans for Non Smokers
- 2025684072/2025684855/Americans for Non Smokers
- Author (Organization)
- Natl Center for Health Statistics
- Univ of Ca San Francisco
- Request
- Stmn/R1-037
- Stmn/R1-102
- Litigation
- Stmn/Produced
- Characteristic
- EXTR, EXTRA
- Site
- N340
- Master ID
- 2025684073/4854
Related Documents:- 2025684073
- 2025684074
- 2025684075-4854 Legislative Approaches to A Smoke Free Society
- 2025684085-4138 A Study of Public Attitudes Toward Cigarette Smoking and the Tobacco Industry in 780000
- 2025684139-4144 Proposition P: Anatomy of A Nonsmokers' Rights Ordinance. The Basics of Beating the Tobacco Industry
- 2025684145-4152 California City and County Smoking Ordinances
- 2025684153-4154 States Placing Limitations Nonsmoking in Public Places. States with Laws Addressing Smoking in the Workplace
- 2025684155-4230 Bibliography on Involuntary Smoking
- 2025684231-4232
- 2025684233-4234 Tobacco Smoke and the Nonsmoker
- 2025684235-4241 Testimony of James L. Repace in the Matter on Senate Bill 1440, the Nonsmokers' Rights Act of 850000. Before the U.S. Senate Subcommittee on Civil Service, Post Office and General Services, Committee on Governmental Affairs Washington, D.C. 850930
- 2025684242-4248 Testimony of Joseph A. Califano, Jr. Before the U.S. Senate Subcommittee on Civil Service, Post Office and General Services
- 2025684249-4255 Testimony of Alfred Munzer, M.D. On Behalf of the Coalition on Smoking or Health and Its Member Organizations the American Lung Association the American Heart Association the American Cancer Society on the Nonsmokers' Rights Act of 850000 Before the Subcommittee on Civil Service, Post Office and General Services Committee on Government Affairs U.S. Senate 850930
- 2025684256-4262 Written Testimony of Stanton A. Glantz, Ph.D. Submitted to the Subcommittee on Civil Service, Post Office, and General Services Committee on Governmental Affairs United States Senate for Hearing on S.1440 the Non-Smokers Rights Act of 850000 850930
- 2025684263-4278 Statement of the Honorable Bill Ross Commissioner Alaska Department of Environmental Conservation S-1440, on the Non-Smokers Rights Act of 850000 Before the United States Senate Committee on Governmental Affairs Washington, D.C. 850930
- 2025684279-4297 Clean Your Room A Compendium on Air Pollution
- 2025684298-4308 Indoor Pollutants
- 2025684309-4310
- 2025684311-4312 Celebrities Who Have Supported Nonsmokers' Rights
- 2025684313 Known Causes of Residential Fires National Figures for 810000
- 2025684314 Known Causes of Residential Fires California Figures for 810000
- 2025684315-4320 Tobacco Industry Conglomerates - Status Report on Diversification in the Tobacco Industry 840000 Representative Products
- 2025684321-4326 Written Testimony of Professor Marvin M. Kristein. Ph.D. Departments of Economics and Community and Preventive Medicine State University of New York at Stony Brook, New York Subcommittee on Civil Service, Post Office, and General Services Committee on Governmental Affairs United States Senate Hearing on S. 1440, to Restrict Smoking to Designated Areas in All U.S. Government Buildings 850930
- 2025684327-4349 How Much Can Business Expect to Profit From Smoking Cessation?
- 2025684350-4353 Wanted: Smoking Policies for the Work Place. Company Activities in Smoking Control
- 2025684354-4367 A Smokefree Workplace An Employers' Guide to Nonsmoking Policies
- 2025684368 California Poll Majority Would Restrict Smoking
- 2025684369-4372 Strong Sentiment to Restrict Smoking in Public Places
- 2025684373
- 2025684374-4375
- 2025684376 Summary of Results of the 830400 Survey by the Gallup Organization 'survey of Attitudes Towards Smoking'
- 2025684377 840000 Gallup Monthly Report on Eating Out
- 2025684378-4383 the Prevention Index 850000 A Report Card on the Nation's Health Summary Report
- 2025684384-4386 People of Michigan Say 'yes' - They Do Want to Limit Smoking in Public Places
- 2025684387-4389 Public Support for A State Law Restricting Smoking in Public Places
- 2025684390-4391
- 2025684392-4429 Michigan Survey 8
- 2025684430-4436 Testimony of Harry Perlstadt, Ph.D, M.P.H., Chairperson Michigan Coalition on Smoking or Health Before the Michigan House Public Health Committee Sub-Committee on H. B. 4500
- 2025684437 Summary of 800000 Minnesota Poll
- 2025684438 Good Idea Defies Smoke Screen
- 2025684439 Thy Neighbor's Lungs
- 2025684440 Smoking Your Wife to Death
- 2025684441 Oh, to Breathe in Nassau County...
- 2025684442 Contra Costa Packs It in
- 2025684443 Clearing the Air
- 2025684444-4445 Secondhand Smoke
- 2025684446 Tobacco Company Crusaders Try Weapon of 'courtesy'
- 2025684447 Cigarette Makers Set Greed Record
- 2025684448 Why Does Anyone in This Nation Still Smoke Cigarettes?
- 2025684449 Good Neighbor
- 2025684450-4451 Frisco Votes An Antidote to Smoking Poison
- 2025684452 News Item: San Francisco Passes Toughest Anti-Smoking Law in U.S.
- 2025684453 'thank You for Smoking'
- 2025684454
- 2025684455
- 2025684456-4457
- 2025684458
- 2025684459
- 2025684460
- 2025684461 5 Regulation of Smoking - Initiative Statute Argument in Favor of Proposition 5. Rebuttal to Argument in Favor of Proposition 5
- 2025684462-4474 Cigarette Smoke and the Nonsmoker
- 2025684475-4482 A Rebuttal to the Tobacco Industry's Paper, 'cigarette Smoke and the Nonsmoker'
- 2025684483-4486 Response to American Lung Association of Superior, California Document 'the Need for Smoking Control Legislation in Butte County: A Case Statement'
- 2025684487-4488
- 2025684489-4493 A Statement on the Health Effects of Passive Smoking
- 2025684494 Los Angeles City Public Smoking Issue Public Opinion Survey Summary of Findings
- 2025684495 Survey of Los Angeles City Voters 506 Interviews Margin of Error: Plus or Minus 5 Percent
- 2025684496
- 2025684496A Poll Shows L.A. Voters Oppose Anti-Smoking Law for Business
- 2025684497
- 2025684498
- 2025684499-4500 Appendix: A Slanted Poll on Smoking Law
- 2025684501-4504 Michigan Tobacco and Candy Distributors and Vendors Association Michigan Statewide Survey 850429 - 850430
- 2025684505-4506 Account of Tobacco Institute Poll in Fort Collins, Colorado, 841100
- 2025684507-4509 Tobacco Institute Poll Raising Eyebrows Here
- 2025684510-4522 Development of A Comprehensive Ordinance Regulating Smoking in Enclosed Public Places and Places of Employment
- 2025684523-4532 Regulation of Smoking in Public Places and the Workplace
- 2025684533-4549 Opinion 82 - 55 Regulation of Smoking in the Workplace in the City and County of San Francisco
- 2025684550-4565 Smoking Ordinance
- 2025684566-4577
- 2025684578-4581 Addiction Mortality in the United States, 800000: Tobacco, Alcohol, and Other Substances
- 2025684606-4611 Questions and Answers on Proposed Nonsmokers' Rights Legislation
- 2025684612-4631 A Quantitative Estimate of Nonsmokers' Lung Cancer Risk From Passive Smoking
- 2025684632-4633 the Oregon Indoor Clean Air Act and You An Explanation of the Law and the Rules for Its Implementation
- 2025684634-4639 Smoking in the Workplace City of San Jose Ordinance 21830
- 2025684640 Cityline Thank You for Observing San Diego's New No Smoking Ordinance
- 2025684641-4642 Thank You for Observing San Diego's No-Smoking Ordinance
- 2025684643-4645 City of Ft. Collins No-Smoking Ordinance
- 2025684646-4653 the Smoking Policy Handbook
- 2025684654-4655
- 2025684656 Equal Employment Opportunities 42 Uscs 2000e-2. Discrimination Because of Race, Color, Religion, Sex, or National Origin
- 2025684657 Compiled Laws Annotated 37.2202 Employer, Prohibited Acts
- 2025684658-4669 Model Smoking Pollution Control Ordinance
- 2025684670-4680 An Ordinance Amending the Los Angeles Municipal Code to Regulate Smoking in Public Places and Places of Employment.
- 2025684681-4686 Ordinance Number 0-15865 An Ordinance Amending Chapter IV, Article 5, Division 1 of the San Diego Municipal Code by Amending Sections 45.0101, 45.0102, 45,0103, 45.0104, 45. 0105, 45.0107 and 45.0108 Relating to Regulation of Smoking in Public Places and Places of Employment
- 2025684687-4689 Ordinance No. 298-83 (Health Regulations) Amending Part II, Chapter V, of the San Francisco Municipal Code (Health Code) by Adding Article 19 Thereto, Regulating Smoking in the Office Workplace
- 2025684690-4702 Ordinance No. 85-005 An Ordinance Amending Chapter 37 of the Sacramento City Code Relating to Smoking
- 2025684703-4704 Ordinance No. 85-016 An Ordinance Amending Chapter 37, Section 37.22, of the Sacramento City Code Relating to Smoking
- 2025684705-4709 Ordinance No. 3476 Ordinance of the Council of the City of Palo Alto Amending Chapter 9.14 of the Palo Alto Municipal Code to Prohibit Smoking in Elevators, Public Restrooms, and Indoor Service Lines and Regulating Smoking in the Workplace
- 2025684710-4716 Ordinance No. 16.84 An Ordinance of the City of Mountain View Repealing Section 21.46 of the Mountain View City Code, and Adding Article II to Chapter 21, Relating to the Protection of One's Right to Fresh Air Through the Prohibition and Regulation of Smoking in Certain Places
- 2025684717-4720 Proposed Ordinance Regarding Smoking in the Workplace
- 2025684721 San Francisco Anti-Smoking Law A Success
- 2025684722 Sf Controls Are Working Smokers Survive Their New Habit
- 2025684723 A Month with Smoking Law: Problems Resolved Smoothly
- 2025684724-4726 County Close to Being Smoke-Free
- 2025684727
- 2025684728-4731 No Smoking Ordinance, Implementation and Enforcement.
- 2025684732-4733
- 2025684734-4734A
- 2025684735 No Smoking Ordinance Information
- 2025684736-4738 Non-Smoking Ordinance
- 2025684739-4739A Smoking Ordinance - Status Report on Implementation of Enforcement and Effectiveness
- 2025684740-4751 the San Francisco Experience with Regulation of Smoking in the Workplace: the First Twelve Months
- 2025684752-4753
- 2025684754
- 2025684755-4757
- 2025684758-4761 Contact List for Information Regarding the Experience of California Cities Relative to Enforcement of Existing Smoking Regulation Ordinances
- 2025684762-4763
- 2025684764-4773 Testimony of Robert D. Tollison on the 'non-Smokers Rights Act of 850000' S. 1440 Before U.S. Senate Committee on Governmental Affairs Subcommittee on Civil Service, Post Office and General Services
- 2025684774-4815 Economic Impact of Instituting Smoking Prohibitions in U.S. Government Buildings
- 2025684816-4819 Pleasant Hill City Council Considers Model Smoking Law
- 2025684820 L.A. Councilman to Propose Anti-Smoking Ordinance
- 2025684821 L.A.'s Gravy Train Does the City Council Care How Tawdry It Looks?
- 2025684822 City Panel Studies No-Smoking Proposal
- 2025684823 Watered Down No-Smoking Law Gets Preliminary Ok. No-Smoking Ordinance Endorsed
- 2025684824 L.A. Council Acts to Limit Smoking at Places of Work 10-1 Vote for Measure
- 2025684825-4826 Council Adopts Tough Law on Smoking on Job
- 2025684827-4828 Conflicts Mostly Solved Few Fired Up Over L.A. Smoking Law
- 2025684829 L.A. Council Acts to Ease Curbs on Smoking at Work Victory for Businesses
- 2025684830 Tobacco Firms Act to Snuff Out Smoking Law View Weakening of L.A. Plan As Just A First Step
- 2025684831 No-Smoking Law Opponent Hosting Council at Resort. Council: Desert Retreat
- 2025684832-4833 L.A. Strengthens Draft Ordinance to Curb Smoking Penalty for Retaliation. Orange County Revives Anti-Smoking Ordinance
- 2025684834 Council Puts Some Muscle Back in L.A. Smoking Law
- 2025684835 L.A. Approves Strict on-Job Smoking Law Smoking: Law Approved, Goes to Bradley
- 2025684836 Bradley to Sign No-Smoking Ordinance, Press Aide Says
- 2025684837 the Region Law's Opposition Doused
- 2025684838 Clock Running for No-Smoking Plans
- 2025684839-4841 Smoking on the Job No More Ifs, Ands, Butts - It's Law
- 2025684842-4843 A Month with Smoking Law: Problems Resolved Smoothly
- 2025684844 Jonesville County Health Coalition Announces Introduction of Jonesville Smoking Law
- 2025684845-4847 Medical Association Head Endorses Nonsmokers' Rights Plan
- 2025684848-4854 Michael Schildberger Show Radio 310 Melbourne Australia Friday, 850726 9:10 A.M.
- Date Loaded
- 23 May 1999
- UCSF Legacy ID
- ppc81f00
Document Images
C
ECDNDI'IIIC' COSTS OF SI+OM<ING::
AN ANALYSIS OF D'ATA FDR THE UNITED STATES'
by
Dorothy P. Rice
University of California, San Francilscoo
and.
Thomas A. lilodgson
National Center.for Health Statistics .
Presentediat:
Alliied Social Science Associ~ation Annual Meetings
San Francisco, California
Diecember 28', 1'983'.
Research for this paper is supported in part by THE CDfrYriDNWEALTli FUND,(Grant
No. 6516)'. The statements made and,views expressed in this paper are solely
the.responsibility of the authors. The authors~would like to express theirr
appreciation to Peter Si'nsheimer for his assistance in the preparation of
this paper.

Introductioni
Cigarette smoking is a major cause of'morbidity andimortal!ity in the
United States today. It has been linked toia variety of illnesses,
including heart disease, cancer, respiratory illness, and several o.therr
illnesses. Increasingq public awareness of the healtFn risks associated'
Is
with smoking has led to, a decline in the: proportion of adults who smoke,.
Yet 38 percent of men and', 30 percent of women currently, smoke (,table. 1)'..
Among high school seniors 17-18 years of age, one-fif'th of the boys and
more than one-fourth-of the girls are~ current smokers. Smoking, patterns
have not improved: the proportion of adult smokers: who smoke 25
cigarettes or more a: has increased since 1965 (Nationali Center for
Health Statistics, 1982a).
The health hazards of cigarette smoking have been wel'~l-documented.
Almost twenty years ago, the first Report of the Advisory Committee to the
Surgeon General of the Pub,lic Health, Service was published.That report
and a series of subsequent reports of the Surgeon General have carefully
and systematically reviewed the scientific evidence from major prospective
epidemiologic studies of'large population groups.in the United States and
abroadi that established a causa,l' relationship between smoking and various
-illnesses andi premature death resulting from them (U.S. Public Health
Service, 1964, 1968, 1969, 1979, 1980). Iriore recently, two authoritive
~.
reports have been released by the Surgeon General on The Health
N
Conseouences of Smokinqc the 1982 Report reviewed in depth the association,
between tobacco use and various forms of cancer; the 19'83 Report focused ~
on the relatilonship between smoking and cardiovascular diseases (U.S'. ~
~
Public HealthiService, 1962 ' and 1983). (~
W
1
Y -2'

C
Iini addition to the health risks of smoking, the economic consequences
are also serious and enormous. Morba~dity and mortality associated with,
smoking, drains our economy heavily by reducing;economic productian through
excess morbidity and premature death and'by diverting scarce resources
from other need+s. This paper quantifies the magnitude of the costs to the
economy of smoking in 19806 Briefly the method involves tu,o~steps.
1)' Estimation of the economic costs of illness, disability, andl
premature death for all diseases by age and sex;~
2) Estimation of the proportion of the diseases attributed to
smoking for both sexes and' appli'cation, of these proportions to the
disease costs.
Economic Cost of Illness '
Economic costs represent foregone alternatives: direct costs are the
value of resources that could be allocated to other uses in the absence of'
disease:; indirect costs are the value of idle: resources and lost output.
The detailed discussion of the economic assumptions and methodology
usedl for estimating the costs of illness have been documented elsewhere
(Rices 1966; Cooper and Rice, 1,976; Hodgson and! meiners,, 1982; andl
Hodgson, 1983'). Findings of the updated estimates of the direct and
indirect costs of morbidity and'mortality for the major diagnostic
categories in the United States in 1!980 are presented here.
C
C
2

I
Direct Costs
Direct costs are connected with prevention, diagnosis and treatment.
They include expenditures for hospital andlnursing home care, physicians'
~.
and nurses' services, dirugas, medical research , medical personnel
training, facility construction, and other public health expenditures. In
1 .
1982, the latest year for which data are available, a total of $322'
billion, was spent in the United States for health and medical care, or
1M percent of'the Gross National Prioduct (GNP). This total represents
an annual expenditure of $1,365 per capita (Gibson, Waldo, Levit:, 1983).
The cost data in this paper refer to 1980. In that year total
.spending, for health care amountedito $249 billion dollars, or 9.5
percent of'GNP. Ofthis total, personal health expenditures comprised
$219 billion, which are allocated by sex and diagnosis andlby, type of
care. No attempt 'Was mada to allocate expenditures for nonpersonal
services, i.e., medical research,.constructiony trainbngjand public health
activities.
Expenditwres by condition or diagnosis are shown in table 4.
Diseases of the circulatory system rank highest ($33 billion)!, followed
closeIy by diseases of the digestive system (including dental care-$32
billion). Diseases of the respiratory system accounted for $17' billion
and neopliasms almost $14 billion-- all of these diseases are associatedl
with smoking as we will see later. More detail by age and sex on the.
disrtribution of direct expenditures are available
im the forthcoming
issue of Health, United States, 1983 (Hodgson and IKopste,in, 1980).
3
Y-4

Indirect Costs-- Mbrbid'ity
Indirect costs are.the value of` losses in output,' such, as time lost
from work because of morbidity, disability, and mortality.' The basic
,,e
method for estimating the i'ndirect costs c)f illness is to appli prevailing
average earnings to productive time lost by-sex and age groups for each
~
ma jor cause of death, and major type of ill'naess. Included are morbidity
costs in a single year as ouell' as the value of losses in output for
individuals aho~ die prematurely. If'an individual had not died in this
year, he or she Would', have continued to be productive for a number of
years. If he or she is ill and disabled this year and this disbil.ity
continues into future years, his or her future productivity willbe
affected. It is the present value of these future.losses that constitutes
the appropriate measure of the costs of a disease. . In this paper,
however, the calculations are limited to single year morbidity costs.
Morbid'ity costs in, 19!8& are estimated at $71 'billion (table 4)., The-
distribution by disease ranks the cost of respiratory disease highest ($1'7
billiion), followed by diseases of the circulatory system ($10.5 billian).
Indirect Costs-- A'lortal i'ty
For mortality, the estimated cost or value to society of all deaths
is the product of the number of deaths and the expected value of an
iindividual''s, future earnings with sex and age takerro into account. This
method of derivation takes into consideration life expectancy for
different age and sex groups, changing pattern of earnings at successive
ages, varying labor f'orce participation rates, inputed value forr
housekeeping services, and the appropriate discount rate to convert a
stream of costs or benefits into its present worth.,
4
E.
Y-S'

One, if not the.chief, issue with respect to indirect costs is how to
value life. The method in this study.is called the human capital or
output accounting approach.because an employedlperson~is seenas producing,
a, stream of output over the years that is valued 'at the-individual's
earnings. The main criticism of this methodology..is that it excludes
intangibles,'only counts earnings, and undervalues some groups relative to
others because earnings: may not accurately reflect one's ability to
i
produce.
An, alternative approach favored by some is called the
willingness-to-pay method, which values human life according to the amount
people are willing,to spend to obtain reductions in the probability of'
death (Hodgson, 1983). Objections to this method' are that the value of
individual lives depend!on the income distri'bution, with the rich able to
pay more than the poor, and that it is exceedingly difficult for persons
to place a value on smalil reductions in the probability of death.
For estimating the costs of smoking in this paper, the human capital
approach is used.
The Discount Rate
The _ calculation of the present value of expected lifetime earning,s
raises questi~ons about the importance of discounting and choosing the
appropriate discount rate. From the economist"s point of view, the
arithmetic sum of lifetime earnings overstates the present value of an
i~ndividual. Determining the present value of the future earning s streamN
is the correct way tolmeasure economic value over a period of time;U1
discounting converts a stream of earnings into its present value. ~
~
LV
Y-6

cc.
Economists agree that the comparison of streams of earnings over
varying time spans should employ the process of discounting, but there is
no agreement on the discount rate to be used. The higher the discount
rate, the lower the present value of a giveri stream. With a high dascount
rate, earnings far, intoi the future yield a, relatively small present value.
Conversely, lowering the discount rate increases the present value of
.
future earnings.
The present values of lifetime earning¢ discounted at 4: and 6
percent are .shown~ in table 2. We have used 4 percent in this paper.
For a male infant under age one, the expected lifetime earnings discounted
at 4 percent are $417,055. _ The present value of male lifetime earnings
reaches a peak of'$606,034 in the 20-24 age group arnd'.decreases steadily
toi$1,175 for those aged 85 and over.
The level of expected li'f etime earnings for females is somewhat
lower than that for males up to the age group 60-64. An i'nfant female can
be expected to earn $340,790 in her lifetime, or B24percent that for
males. The highest expected lifetime earnings; $465,591are for females
in the 20-24 age group. Peak male earnings, are about 1.31 times as large
as those for females.
Beginning with the age group 60-64, feamle earnings are higher.
Discounted at 4 percent, lifetime earnings for females in this age group
is $105,5119 compared with $71 13'1 for males. At ages 85 and over, female
C
lifetime earnings are valued at $7',345 compared with only, $1,175 for I\:
Q
males. The higher expecte& earnings for females in the older age groups U1
are due to the relati'vely small number of males in the labor force and the ~
larger number of females keeping house. ~
6
Y-7

0
-,
C
Applying the expected lifetime earnings by age and sex to the two
million deaths in 196CIiresults in a loss of $198.5 billion to the economy
at a 4 percent discount rate (table 3)'. For the more than, one mill,ion men
who, died in 1980, losses, are valued: at $'126 billion6 About 91'S,00fl women~
died in 11980, representing a loss of $73 billion.
4,
Total Economi'c Cost of P'torbidity and Mortality
When the direct expenditures for illness are combined With the
annual morbidity losses, and lifetime mortality losses, the total economic
costs in 1980 amount to $489 billion, .based on.a 4 percent discount rate
(table 4). The economic costs for males exceed!those for females by. 20
percent.
Among the major diagnostic categories, the costs of diseases of the
circulatory system rank highest, comprising, 20 percent of' the totall
economic costs. Injuries and poisoning ranked second and neoplasms third.
Attributable Risk
Previous studies of the economic costs of'smoking employing the
human capitad' cost-of-illness approach appiied global proportions
attributable to smoking to illness 'costs ('Hedrick, 11971;, Luce and
Schweitzer, 197B). For exampls, Luce and Schweitzer applied the following
smoking percentages to updated cost-of-il!lness estimates orig4nally
published by Qooper and Rice in 1976: Ineoplasms--20 percent, circulatory
system--25'percent, andlrespiratory system--4D percent.
For this paper, we have refined the estimates by applyi~ng the
epi~dhmiologit me:thodblogy of "attributabls risk" to calculate the percent
of the disease costs attributed to smoking.
Y-8

As explained in the Foundations of Epidemiology by Lilienfeld and
Lilienfeld (1980), attributable risk is "the maximum proportion of a
dlsease that can be attributedlto a characteristic or etiologic factor."
In this case the etiologic factor is smoking.
Attributable risk is expressed'in the equation:
C
I
d
Attributable Risk (A'R)~-- b r-1 x 100
b(r-1! ) + 1
where: (r) is the relative risk-- the mortality ratio of smokers to
nonsmokers; and'
(b) is the proportion~of those with the etiologic factor inithe
population-the percent of males and females whoismoke in the Unite6
States.
For an example of how,we applied the attributable risk formula,
let us compute the attributable risk percentages for males and females for
one of the diseases related to smoking -- lung cancer.
Listedl in the 1982 Surgeon's General Report,The Health
Consequences of Smoking._ Cancer (,p.36) are eight prospective studies
reporting lung cancer mortality ratios for male and female smokerss
relative to nonsmokers. P1ean, mortality ratios were calculatedl by
averaging the ratios for the indivi'dual studies. In this case the male
mean mortality ratio equals 9.6 and the female mortality ratio equals 3'.8,
representi~ng the value of r inithe equation. The percent of smokers in
1960, taken from the 1983 Surgeon General'"s Report -- The Healith
Consequences of Smoking _ Cardiovascular Disease was 37.9 percent for
males and 29.8 percent for females, representing b in the equation. By
applying both r andlb values in the equation, the percent of lung cancer
attributed to smoking is 76.5 percent for males:

.379 9.6 _1 )
.379(9.6 - 1'.) + 1
For females it is 45.5 percent:
.298!3.®_1) ,
.2981(31.8 -1)+1
64
Because several epidemiologic studies have, not
included
women,
mortali'ty ratios of smokers relative to nonsmokers for several diseases
are not available for females. For those diseasesy the relationship
between the percent of women and men smoking in 1980 (29.8 percent dividedd
by 37.9 percent - 7®.6 percent), was applied to the estimated attributable
risk factor for males. For example, the estimated attributable risk factor
for males with chronic bronchitis is.72.3'percent. Since there are no
prospective studies for this illness that include women, the 78.6 percent
was multipliedi by the 72.3 percent to obtain an estimated! attributable
risk of 56.8 percent for women. Table'5 shows the estimated!attributable
risk factors for 21 diseeses in five major diagnostic groups that are
associated! witKsmoking. This represents a more comprehensive list of
diseases than that presented by the NCHS, in its 1982 report, "fhortality
from Diseases Associated with Smoking", which li~s ed 14 diseases..
The application of the risk factors to the total number of deaths
for each of the 21 disesaes results in an estimated exces of 290,313
deaths due to smoking in, 1980 (table 6). This figure compares favorably
to the 300,000 used in the forthcoming nPreventiom Profile" of Health,
United States, 1983. Productivity losses for the deaths due to smoking
I1:.
are estimated
2 billion discountedl at 4 percent
The sex
at $19
.
.,
. 0
~
diff erential in mortality --1.88--ref'lecxs the higher risks amomg men who ~
smoke. The sex ratilo~ for producti'vi~ty losses associated withi smoking is ~
1I higher --2.28 --due to the higher earnings of men compared with women. ~
cz
I
Y-10~ ~ I
