multiphasic screening: a review and some proposals for ... · multiphasic screening: a review and...
TRANSCRIPT
Multiphasic Screening: A Review and Some Proposals for Research
Glass, N.
IIASA Working Paper
WP-75-005
1975
Glass, N. (1975) Multiphasic Screening: A Review and Some Proposals for Research. IIASA Working Paper. IIASA,
Laxenburg, Austria, WP-75-005 Copyright © 1975 by the author(s). http://pure.iiasa.ac.at/423/
Working Papers on work of the International Institute for Applied Systems Analysis receive only limited review. Views or
opinions expressed herein do not necessarily represent those of the Institute, its National Member Organizations, or other
organizations supporting the work. All rights reserved. Permission to make digital or hard copies of all or part of this work
for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial
advantage. All copies must bear this notice and the full citation on the first page. For other purposes, to republish, to post on
servers or to redistribute to lists, permission must be sought by contacting [email protected]
MULTIPHASIC SCREENING: A REVIEW AND SOME
PROPOSALS FOR RESEARCH
N. J. Glass
January 1975 WP-75-5
Working Papersare not intended fordistribution outside of IIASA, andare solely for discussionand infor-mation purposes. The views expressedare those of the author, and do notnecessarilyreflect those of IIASA.
RM-77-2
LINKING NATIONAL MODELS OF FOOD AND AGRICULTURE:
An Introduction
M.A. Keyzer
January1977
ResearchMemorandaare interim reports on researchbeing con-ductedby the InternationalInstitt;te for Applied SystemsAnalysis,and as such receive only limited scientifk review. Views or opin-ions contained herein do not necessarily representthose of theInstitute or of the National MemberOrganizationssupportingtheInstitute.
Introduction
This report is intendedas an ゥ ョ エ ・ イ ゥ セ document, settinq
out as far as possible the current stateof the argument on
multiphasic health screeninqand suqgestinqa courseof re-
searchthat IIASA, given its in-housepersonneland its
possibilities for contactswith other organisations,might wish
to follow. The literature survey in thefimtpart of the study
cannot'layclaim to being complete (in so far as this is ever
possible), but it seemsunlikely that any maior study has
been omitted which is likely significantly to alter the con-
clusionsherein. This document is consciouslystructuredas
a researchprospectusand it is hoped to elicit comments to
it on this basis.
Definitions
The U.S. Commission on Chronic Illness (1) defined
screeningas "the presumptiveidentification of オ セ イ ・ 」 ッ ア ョ ゥ コ ・ 、
diseaseor defect by the applicationof tests, examinations
or procedureswhicl1.canbe applied rfilpid1y •••• 'A. screeningtest
is not intended to be diagnostic. Personswith positive or
suspicious findings must be referred to their physiciansfor diagnosis
and treatment." Further distinctions can be セ 。 、 ・ between
!!!!.!! screeningand selectivescreeningof "high risk" or
other groups and betweenone-shotscreeningtests (such as the
PAP smear for cervical cancer) and multiphasic screeningwhich
normally includes "a medical history and physical examination
and a range of measurementsand investigations(e.g. chemical
and haemato10gica1tests on b10dd and urine specimens,1ung-
function assessment,audiometryand measurementof visual acuity),
all of which can be performed rapidly with the appropriate
ff ' d ; t"sta .1ng an equ1omen. (2)
-2-
In automatedmultiphasic
screeninqmechanicalor electronic devices administer the
tests and the results or data are introduceddirectly or
manually into a computerwhich does all the necessarycalculations
and records and analysesthe results (3).
Altho\lgh the definition of screeninqquoted ahove stresses
the distinction betweenscreeninqand diaqnosis, in practice
it is not always possihle to maintain such a riqid distinction.
A physical health examinationcarried out by a physician, for
example, will contain elementsof hoth screeningand diaqnosis
and セ G j ィ ゥ tBy has pointed out that .. another effect of the develop,
ment of high-capacityautomatic lahoratory equipmenthas heen
to make availahle to doctors, for screeninqpurposes,the
same investigationsas are availahle to doctors for the
investiqationofpatients. It is not always possihle, therefore,
to follm·, up an abnormal fincHnq revealedas part of a
screening ー イ ッ セ イ 。 ュ ュ ・ other than hy reoeatingthe same measure-
ment, this time as part of a diannosticprocedure." (2)
tI'here has heen over the past few years a good deal of
thought given to the characteristicsof an acceptablescreening
programme, i.e. an attempt to set up a check-list of those
factors which are necessary(or perhapsonly desirahle) for a
screeningprogramme to he implemented. Although the utility of
such a check-list, or rather the way in which it is open to
misuse,isnot difficult to 、 ・ ュ ッ ョ ウ エ イ 。 エ ・ セ エ セ ・ one proposedhy
YAJi 1son nnd .Jungner (4), for example, probably encapsulatesbest
the thinking of epidemiologistson the evaluationof screeninq
procedures.It provides a handy measureagainstwhich to compare
the presentstateof multiphasic health screening.
'J'he l"lilson & ,Jnngnerprinciples are
1. The condition heinq セ ッ オ ア ィ エ should be an important
health prohlem, for the mnividual and the community.
2. There should he an acceptahle,form of treatment for
patientswith recognisablenisease.
3. The natural history of the condition,includinqits
developMent from latent to neclarednisease,shouldbe
adequatelyunderstoon.
4. There セ ッ オ ャ 、 he a recoqnisahlelatent or early sympto-
matic stage.
5. There should he a suitahle screeninqtest or examination
for detectinq the diseaseat the latent or early
symptomatic stage and this test should he acceptable
to the population.
6. The facilities required for diaqnosis and treatmentof
patients revealedby the screeningproqrammeshould be
available.
7. There should be an aqreenpolicy on whom to treat as
patients.
B. Treatmentat the presymptomatic,borderline staqeof
a diseaseshould favourably influence its course and
proqnosis.
9. The cost of case-findinq (which would include the cost
of diagnosis and treatment) needs to be economically
balancedin relation to possibleexpenditureon Medical
care as a whole.
10. Case-findingshould be a continuousprocess,not a
"once-for-all" proiect.
- 4 -
History and Current Status
Thorner (5), in his critique of multiphasic screeninq,
suqqeststhat the conceptof multiphasic screeninqfor the
detectionof diseasewas born in theperiod immediately after
World War II and after enjoyinq a brief flourish, appeared
to have died out by the end of the fifties. It revived aqain
in the mid-sixties, however, and had by the end of the decade
become once more a live issue in discussionsof medical care
in the U.S. The notion of the periodic health examination
has n longer history having had its advocateseven in the
nineteenthcentury. In 1922 the American Medical Association
House of Delegatesapprovedthe idea of periodic medical
examinationsof "personssupposedlyin health" (6).
Thorner attributes the first and secondcoming of multiphasic
screeningto technical developmentsthat made the エ ・ ウ エ ゥ ョ セ of
large numbers of people feasible by simplifying the test pro-
cedure and reducing the cost per test. The existenceof large-
scale screeningprogrammesfor tuberculosisand syphilis after
World War II provided a ready-madebandwagonupon which other
tests could be placed e.g. for diabetesand led to the develop-
ment of a number of demonstrationprojects throughout the U.S.
By the end of the fifties most of thesemultiphasic screen-
ing programmeshad failed, a failure which Thorner attributes
to the fact that the programmeswere not properly integrated
into the existing medical care system. The programmes,which
were normally carried out by local health departmentsmade
little or no provision for diagnosis, follow-up and treatment
and hence incurred the suspicion and resentmentof private
- 5 -
doctors who alleged that they "dumped large numbers of disease
suspectsupon the private practitionersand provided no financing
or facilities for diagnosisand エ イ ・ 。 エ ュ ・ ョ エ セ B
The periodic health examinationwhich had traditionally been
confined mainly to executiveand managerialemployeesof corpora-
tions had shown no similar decline but in 1965,forty years after
the A.M.A. statement,Grimaldi, having reviewed the various
reports on such programmes,was forced to conclude that the
questionwas still unsettledas to whether the examinationswere
practical when their yield was weighed against the time, cost,
facilities, skill and energy required to provide them.
The developmentin the 1960's of multi-channel chemical
auto-analysersand computer techniquesas well as increased
concernwith chronic diseasesled to a resurgenceof interest
in multiphasic health screening. Facedwith problems of
"physician shortage" relative to growing demands ヲ ッ セ health care,
the prospectcf using methodswhich would allow automatedtechniques
and paramedicalpersonnelto be substitutedfor expensivephysician
time was clearly an attractiveone. A number of large programmes
had continued in existencethrougout the period. Prominent among
them was the Kaiser-Permanenteprogramme, where multiphasic screening
was embeddedin a large prepaid health scheme. "This scheme
attractedparticular attention due to the lead it provided in the
use of automatedtechniques.
A survey in 1969 by the u.s. National Centre for Health
ServicesResearchand Development indicated that at that time ther.e
were about 150 Automated Mult±phasic Health Testing (AMHT) programmes
in operation in the U.S., the majority of them not receiving any
- 0 -
form of governmentalfinancial support (7).
In Sweden AMHT was used by a group of six non-medicalpel'sarmel
to screen89,000 persons in Varmland in the beginning of the sixties.
This was to be followed up by further researchprogrammesculminat-
ing in the trial screeningof an entire county (about 250,000
inhabitants) in 1974 (8).
A nwnber of small-scaletrials have been.carried out in the
UoK.; Dotably by Scott and Robertsonin Edinburgh (9), by Holland
and t セ ・ カ ・ ャ ケ 。 ョ in London (10), and by Bennett and Fraser in Northum-
berland (11).
In Japan, the Toshiba ScreeningProgrammeprovides an auto-
mated multiphasic health screeningsystemfor the 115,000 em-
ployees of t セ ウ ィ ゥ 「 。 N In 1970 it was the only one of its kind in
Japan. In Yugoslavia an ongoing collaborativeproject between
the American NCHSRD and a number of Yugoslav health agenciesis
providing an experimentalmUltiphasic screeningprogramme in
Hontenegro.
Information on other examplesof ュ オ ャ エ セ ィ 。 ウ ゥ 」 screeningis
iraglnentary. In Austria a feasibility trial of a national multi-
phasic screeningprogrammewas carried out in Viennaand Carinthia,
in which 25,000 out of an invited 100,000 personstook part. The
scheme is now being gradually introducedon a nationwide basis.
A local scheme in Vorarlberg has also been reported, although its
iu-cure :celationshipto the federal programme is uncertain.
It would therefore seem that ュ オ ャ エ セ ィ 。 ウ ゥ 」 screening,and
especiallyautomatedscreening, is likely to become increasingly
a candidatefor health service resources.
- 7 -
The Case Against Multiphasic Screening
Much of the criticism of multiphasic screening (or the periodic
health examination) has centredon the fact that while such testing
discoversmany abnormalitiesthere is little evidence that such
discovery leads to a better prognosis for the patient. After re-
viewing a seriesof studies reporting the experiencesof patients
who had undergonesome form of early diseasedetectionprocedure
Thorner (5) concludes "The evidence adducedby these studies for
or against the effectivenessof multiphasic screeningcan hardly
be considereddefinitive." Although many studies showed some
improvement in morbidity and mortality of a testedgroup compared
with a "control" population, none of the studies representeda properly
designedrandomisedcontrolled trial and thereforeconsiderable
doubt must always exist as to whether the "control" population was
really comparable.
Similarly Siegel in his review of the Periodic Health Examination
(11), observesthat there is no proof that populationsreceiving
Periodic Health Examination (PHE) live longer, happier or healthier
becauseof it, nor is there proof to the contrary. "PHE rests on
the basic premise that discoveringdisease (or diseasepropensity)
in the asymptomaticstage permits favorable intervention. Doubt
is raised as to the validity of the premise as it applies to the
prevalent, significant American adult diseases." Siegel suggests
that if it is desired to persistwith a policy of periodic health
examinations,despite the lack of evidenceof effectiveness,the,policy should be modified to consistof the encouragementof Early
SicknessConsultationfor the majority of diseasesfor which pre-
symptomaticdetection is of no proven benefit. combined with
periodic selectivemass screeningcampaigns,using little or no
- 8 -
medical personnel, for the "relatively few amenablesilent diseases."
He does not explore in any detail, however, the resourceconsequences
of the alternativeprogrammesor the diff'iculties of encouraging
"early sicknessconsultation."
Sackett (12) cites the early results from the Kaiser-Permanente
trial of multiphasic screeningas evidence'forthe ineffectiveness
of such programmes. After several years of the programmethese
investigationswere unable to determineany favourablehealth effect
of the periodic health examinationon women and only one group
of men between theages of 45 and 54 showed differencesin disability
and absenteeism."Furthermore, thesedifferences,while statistically
significant are clinically unimpressive--only3.9 % less disability
and 1.3 % better attendanceat work. The results of this study
are quite sobering."
Schor etaL. (13) in their examinationof patientswho had died
and who had previously received a periodic health examination
attemptedto determine how often the examinationhad detectedthe
subsequentcauseof death. This, of course, is quite apart from the
questionof whether anything could have been done to prevent this.
He found that, in all, the subsequentcauseof death was only discovered
in 51 % of the patientswho died and the successrate was much
higher, ョ 。 エ オ セ 。 ャ ャ ケ enough, the nearerthe PHE had been to the
patients'death. This suggeststhat not only had PHE only detected
about half of the causesof death but that, from the point of view
of intervention, the utility of even thesediscoverieswould beI I
much reducedby.the late stage at which they were discovered.
Furthermorea study of matched living counterpartsindicated that
the same diseasesthat causeddeath were diagnosedwith considerable
frequency in those who did not die. The problem of dealing with
- 9 -
such セ 。 ャ ウ ・ positives" or "borderline" casesis another recurring
problem in the evaluationof screeningprocedures.
A similar criticism is made by Sackett (12) who ー ッ ゥ ョ セ ッ オ エ
that most victims of coronary attack do not have clinically abnormal
levels of serum cholestorol, blood pressure,triglycerides, uric
acids or other risk factors; the number' of victims with abnormal
values for these coronary risk factors, despite their higher
attack rates, are relatively few in number. Since, in his view,
"the treatmentof abnormal levels for the most prominent of these,
blood pressure,does not appear to lower coronary risk, it must
be acknowledgedthat the treatmentof risk factors is not likely
to have a profound impact upon the underlying burden of disability
and untimely death."
The application of multiple biochemical screeningon a
routine basis came under fire from Ahlwih (14) and Barnett et ale
(15). While reiterating the criticism that little' evidenceexists
about the ability of physiciansto influence the course of many
of the abnormalitiesthey discover through such screening,they
also point out the ambiguity of many of these biochemicalmeasure-
ments from the point of view of clinical significance. Barnett
cites a study in which calcium analyseswere carried out routinely
on approximately12,000 patients. Since significance levels are
normally set at the 5,% level, approximately 600 were deemed to
have abnormal results. The analysis is detailed in Table I.
-JO-
'!'able !
Results and Follow-np of Poutine CalcillJll }\nalyses
Number of Patients 11,991 (100%)
Abnormal 600 (5%)
Significantly Abnormal 21 (O.:u%)
% of abnormals 3.8%
Other not siqnii:icant 539 (4.8%)
% of abnorJllals 9fi%
DiseasesFound 23 (0.23%)
DiseasesTreatable 14 (0.14%)
Source: Barnett et al.
Barnett points out that the discmrery of these 14 diseases
necessitatedadditional studiesof 600 people, 571 of whom. qave
abnormal results becauseof laboratory errors, known diseases
or for no re?ison ever found, and ohservesthat "the amount of
harm done to the 577 personsis not measured."
A point made by both Ahlwin and Barnett is. that since
biochemical tests are, in general, desiqnedso that 5% of the
results are termed abnorrnal, a screeningー イ ッ ァ イ 。 セ ・ involvino a
combinationof tests administeredsimultaneouslyis likely to lead
to a scol:eof "abnormals"well in excessof 5%. In a situation
where 12 constituentsare measuredone would expect that over
half the patientswould have at least one abnormal value and many
of thesewill require follow-up and confirmatory tests. 'T'his
leads into the questionof the iJllpact on the health care system
of such screening.
Many critics have sugqFstedthat ゥ セ is very unlikely either
that over-stretchedhealth servicesin the U.S. and Fourope could
provide sufficient manpower and facilities to carry out such
testing or that the system could cope with the necessaryヲ ッ ャ ャ ッ キ M オ セ
-11-
diagnosis and treatMentwhich the finding of such caseswouln
imply. To the extent, of course, that Multiphasic screeninq
preventeda significant number of chronic diseasesthen in the
longer run such screeningmiqht reduce,the demandmane hy such
diseaseson the health services. In the short run, however,
it would seem likely that such screeningprogrammeswouln impose
a net additional burden. Even in the longer run, it miqht
well be that early detection lean to the patient requiring long-
term maintainencetherapy for an otherwise fatal disease,a
result which, however, desirahlein itself, is unlikely to
lead to a reduceduse of health services. On the basis of the
preliminary results of the Kaiser-Perrnanentestudy, Thorner
discernsan excessin the use of outpatient facilities hy those
patients receiving more screeningtests over the "control"qroup
of patients. ' The evidence, however, for this effect is limited.
One final problem with multiphasic screeningmay be noted
and that is the reaction of physicians to the information pro-
vided. Bates and Yellin (16) found for only three out of 15
tests administeredby a multiphasic screeninqprogrammedid
the patient',S own physician carry out a confirmation more than
half the time. When reasonsfor not doing so were examined,
it was found that in over one-quarterof the casesthis was
becausethe results were either horderline or were unaccompanied
by clinical manifestations. Bates & Yellin suggestthat this
is largely becauseof the high prohahility that the results
would turn out to be a false positive in casesof niseaseswith
low prevalenceand that such unwillingness may thereforebe
quite "rational" but, of course, such behaviournecessarily
reducesthe utility of the screeningprogramme.
Barnett"citesa study in which screeningprofiles were
carried out on an unsolicitedbasis for 400 patients. These
-12-
results were later presentedto the attendingphysician after
the patient was under エ イ セ 。 エ ュ ・ ョ エ and the testswere scoren on
the hasis of whether they were helpful, a hindrance (in the sense
that they led to further fruitless studies),or neither a help
nor a hindrance.. セ ・ ウ エ ウ reqardedas a hindranceoccurred
eight times as often as tests reqardedas helpful.
The Case for Multiphasic Screeninq
Proponentsof Multiphasic screening (or periodic health
examinations) rely on two sorts of arqUJllents. The first attempts
to sh0''1 that such procednresare, in fact , effective, in the
sensethat they do lead to a reduction in disability, time-off
work and ll'l.ortali ty and that they do not involve an excessive
hurden on the health service.. The second araumentis that
Multiphasic screeninqis an essentialeleMent in a new system of
medical care which ouqht qradually to replace the presentsystem.
g イ セ ョ 。 ャ 、 ゥ L after a review of previous ウ エ オ 、 ゥ セ ウ of PRE which
,were largely inconclusive as to henefit, analysesdata for three
qroups of GeneralF.lectric workers. One qroup consistedof a
random saIl'\ple of Middle Manaqementemployeesat a particular nlant
who had volunteeredfor a routine 'PHE \'lhich the company had heen
offerinq for many years.. 'T'he second""qroupwas a rannom sample
of non-participantsand the third a similar group of employees
from anotherplant where 9.lch examinationswere not made availahle
by the company. '!'he groups were then comparedon the basis 6f
medical and surgical expenseclaims suhmittedto the cOMpany's
insuranceplan for a period of eight years.
The resultswere as follows:
1 .. 'l'he number of nedical insuranceclaiTr'\s per examineil
claimant increaseswith the time betweenexaminations.
-13-
2. The smallest ョ オ セ ィ ・ イ of claims occurs during the year
of exmnination.
3. The difference between the examinedand unexamined,
with respectto the averagenumber of claims for
claimant is ョ ・ ア ャ ゥ セ ゥ ィ ャ ケ small.
4. The medical expenseper 」 ャ 。 ゥ セ 。 ョ エ increasesas the time
hetween examinationsincreases.
5. The averageclaim is qreater for the unexaminedand
the difference tends to exceedsionificantly the cost
per PRE and, in addition, occasionsfor ー 。 ケ セ ・ ョ エ for the
treatmentof coronary heart disease,circulatory dis-
orders, Maliqnancies ann diabetesin the unexamined
sample were somewhathiqher than in the examined.
These results would appearto answer some of the questions
raised by the, critics of multiphasic screeninqand PHEs. In
particular, the burden imposed upon the health serviceshy this
schemewould not appear to be qreat and there is, indirect evidence
of a consequentreduction in morhidity. It should he noted,
however, that the study qroup volunteeredto take a PHR while the
controls either did not or could not. 1n this sensethe groups
may not be strictly comparable. It should also he noted that
Griwaldi is principally interestedin whether PHRs are a pro-
fitable activity from the firm's point of view. The lower
health care expensesmay simply representfalse reassuranceand
do not tell us anything about eventualMortality. Finally, the
caveatof Thorner should be borne in ュ ゥ d 、 セ N After suqqesting
that the successof screeninqappearsto be related to the
Inedical care servicesalready available to the population, he
points out that in a study among personsin the lower socio-
economic group with poor accessto medical care and presumably
-14-
poor follow through after screeninq, fue examinationsseemeoto
make little differenceo
Roberts et aL (17) comparedthe mortality experienceof a
large group of patientswho had underqoneone or more PHE!=; with
that of groups of the UoS. population. In particular, given the
socio-economicmake-up of the study group, they compared the group's
experiencewith that of professional,technical, administrative
and managerialworkers among the white, male population. Using
this latter comparison, the mortality ratios of the study popula-
tion were appreciably less than 1.0 in each catesoryfor which
comparableU.S. data were available.
The Commi9ion on Chronic Illness conducteda mUltiphasic
screening in RaltiTllore in 1954. subsequentlya follow-up study
was carried out twelve years later (18) 0 セィ・ study showed that
screeneesand especially female scrp.eneeshad a better !=;urvivor-
ship than did individuals who had refueed screeninqand these
differencespersistedafter 。 、 ェ オ ウ エ セ ・ ョ エ for social class and
for variations in history of chronic diseasesor disahility
at entry to the study0 Hmvever, in only one of the 14 aqe,
race, sex combinationsdin. the confidence limits for death rates
fail to overlap, namely white WOMen aqed 40-49. Once aqain the
problem of participationbias also affects the interpretation
of the results.
The Kaiser-Permanente.HerlicalGroup, which was one of the
pioneer!=; of multiphasic screeninq,has heen carryinq out a trial
of the proceduresillce 1964 (19) (20). The study qroup consists
of a random sample of meIllbers of the Health Plan who have been
encouragedto take advantageof the periodic multiphasic
screeninqoffered to all memhers, while the main control uroup
consistsof a randoTll sample of Inemberswho have not been so
-lS-
・ ョ 」 ッ オ イ 。 ァ ・ セ 0 GセGィ・ study qroup ha0, after the ini tiill perioo,
annual exaHination rates of 60% - 70%, while the rates for the
control group were R P セ - RTセN Seven years ilfter the initiation
of the urqinq effort, the averaqecUJTlulated numher of multiphasic
health checks per suhiect was 3 050 in the stl10y group ilnd 1.3
in the control group. Q W セ L of the study group had no examination
during the period compared",lith 479.; of the control group.
Analysis of the, data エ ィ イ ッ オ セ ィ 1970 showen the following
principal results:
1. 'J'here '>!Jere no siqnificalll: study-control group differences
in utilisation of outpatientserwices, i.e. no over-
whelminq demand for additional outpatientservicesseems
to have been neneratenby the increase0study group
exposureto Multiphasic Health Checks, nor has there
been a notable reduction in utilisationo
2. In one of the four aqe-sexqroups (men aqed 45-54) a
significantly higher rate of self-reporteddisahility
elllerged after five years and persistedin the followinq
bi-annual survey. In the other three qroups (men and
women aged S U セ U T I no significant difference had appeared
after seven years.
3. There were no statistically siqnificant difference in hos-
pital utilisation hetween the stndy and control groups,
although towards the end of the period utilisation rates
appearedto he consistentlyhigher-amongolder control-
group males'and lower among femaleso
4. Causesof death 。 j Q Q ッ ョ セ study and control populationwere
divided,beforethe resultswere known, into twoclasses,
a class likely to he reduced in personstakinq periodic'
Jnultiphasicchecks and a remaindergrmlP. 'T'he results
-16-
are set out in tahle 2.
'T'able 2
neath and Death Rates 7\I"\onQ Study
DeathStudy Control
and Control nroups 1965-71
DeathRates Chi-SquareStudy Control Value
Potentially Post-ponable Causes
Other Causes
All Causes
* p HセPRU
J9
164
183
41
176
217
3.7
31.9
35.6
7.4
31.8
39.2
6.55*
0.00
0.95
Source: Dales et al.
j セ イ ッ ュ this it can be seen that the class of deaths labelled
"potentially postponahle"was significantly smaller among the
study group population, the greatestcontribution to the difference
being attributahle to cancerof the colon and rectml'l and hyper-
tension-hypertensivecardiovasculardisease.
A study of screeningby general ー イ 。 」 エ ゥ エ ゥ ッ セ ・ イ ウ in the U.K.
by Bennett allowed him to estimatethat the extra consulting
tilne occasionedby the screenedqroup (apart from the time
required for the screeningitself). was ahout 10%. ,Jungnerand
Jungner, in their Vaermland study (21} report on the disposal
of screeningsubjects to the health care system. セ 「 ッ オ エ 4% of
those screenedwere referred to a doctor for diagnosis and about
0.3% were hospitalised. They reJnark that "this figure contrasts
sharply with the fears of SOMe advisors before the screening
started." 'l'he significanceof the fiqures is, however, difficult
to inte:r:pret in the absenceof measuresof effectiveness.
'J.'he second line of advocacy of JllUltiphasic screeningsees
it as the basisof a new method of orqanisinghealth care which
will move the focus of health care from treatmentof ウ セ ー エ ッ ュ 。 エ ゥ 」
-17-
diseasetowarns preventionbV the use of paraMedical personnel
and 、 ・ カ ・ ャ ッ ー セ ・ ョ エ ウ in medical technoloqy. Garfield (22), for
example, seesautomatedhealth testinq as providina a means of
regulatinq entry into the health care systemwhich is fairer
and more efficient than the pricinq system. "Much of the
trouble with the existinq delivery systemderives ヲ イ ッ セ the im-
pact of an unstructuredentry セ ゥ ク on scarceand valuable doctor
time. Health testinq can effectively separatethis entry mix
into its basic 」 ッ セ ー ッ ョ ・ ョ エ ウ Z エ ィ ・ healthy, the ウ ケ セ ー エ ッ セ ャ ・ ウ ウ early
sick and the sick. セ ィ ゥ ウ clear separationis the key to the
rational allocation of neededmedical resourcesto each qroup••••
The clear definition of a health care service, made possible
by health testinq, is a basic first step towards a positive
program for keepinq people well •••• Whether or not one helieves
in the possibility of actually keepinq people well, however,
is now beside the ー ッ ゥ ョ エ セ this new health-careservice is
absolutelyessentialin order to meet the increasinqdemand for
just this kind of service and to keep people from overloading
sick-care resources."
Shapiro (23) puts it like this, "Initially A.M.H.'T'.'s qoal
was to aid in the detectionof previously unknown disease. This
has been expandedto include identification of patientswith
high risk for developmentof chronic diseaseand the initiation
of health educationto セ ッ 、 ゥ ヲ ケ personalpracticesassociatedwith
adverserisk." The extent to which health testing can alter
patients' behaviour in the lonq run is still unknown.
There would also appearto be certain amhiqllities in the
notion of health-testingas a requlator of entry into the health
care service. Garfield 。 イ セ オ ・ ウ that fees act as a deterrentto
use of the service, but that some other requlator is necessary
-18-
and healfutestinqcould act as this reaulator. セ ィ ・ セ 。 ゥ ウ ・ イ ᆳ
PermanenteA.M.H.T. procedure lasts, however, somewherebe-
tween two and three hOur.s, quite apart from any travellinq and
Waitina tiMe. Since individuals have tiMe as well as money
budqets,it would seem likely that this bTO to three hour time-
expensewould also act as a deterrent. That it does so is,
perhaps,evidencedhy the fact that despite the screeninapro-
cedureheinq a money-freeservice to Memhers of the Pealth Plan,
only ahout 20% of meJTlDerS actually take advantaaeof it in
a norr'1al year. Fven "'Then a saMple of Mf:'Mhers were suhjected
to intensive encouraqementto take part, 17% did not do so
once durinq a oeriod of sevenyears. r.·Thether such time-
prices are a fairer way of requlatinq entry into the system
than Money-prices could oresl1mahly he decitied if infOrMation
existed on the type of people discouraqed.hy either method.
There seemsno a priori reason, however, why time-price reau-
lation shoulrl reaulnteentry More in.]ine with "need" than Money-
price regulation.
Multiphasic セ ・ ウ エ ゥ ョ 。 nnti the Health Care セ ケ ウ エ ・ j t ャ
Questionsahout the place of multiphasic testina in the
health CRre, systeln have received a lot of attention and it has
heen frequently suqqestedthRt unless multiphasic testinq is
properly inteqratedwith the rest of the health care ウ ケ ウ エ ・ セ
it will not succeed. Clark nnd Ariet (24), after reviewing
successfulAMHT set-ups, rank intearationwithin the local
health delivery systemas their condition for success.
By "inteqration" is meant that fue testing should operate
- 19 -
within a system of health care which provides for follow-up,
diagnosisand treatmentand that it should operatethrough,
or with the cooperationof the patient'spersonalphysician.
Related to this is the provision that sufficient resourcesshould
exist to ensurethat the results of the screeningare acted
upon where necessary. Otherwise there is the danger that, as
Bates and Yellin discovered,many patientswill not be seen by
their physician following screening. "The complexity, dis-
continuity and fragluentationof medicdl care complicatedby
patients' misunderstanding,took their toll. This emphasizes
the iluportance of close collaborationbetween screeningunit
and medical care system."
Some authors have suggestedthat the institution of AMHT
is bound to fail unless health care delivery systemsare re-
organisedso that doctors operate from large prepaid group
practiceswhich could afford, or justify, the capital invest-
ment and paramedicalpersonnelrequired for Automated Multi-
phasic Health Testing and yet provide the continuity of care
required (25) (26). It is also claimed that unless such a
reorganisationtakes place multiphasic health testing will not
reach the medically underprivileged.
On the other hand the schemescurrently in operalion in
Austria and Great Britain rely on generalpractitionersto carry
out the screeningproceduresand, in general, imply no radical
alteration in the structureof health care delivery.
Costs and Benefits
Very few studiesexist which attempt to estimatethe costs
and benefits of early diseasedetection, a fact which is hardly
surprising given the paucity of data on the outcome of screening
- 20 -
programmes. The study by Grimaldi mentionedalready claimed that
the excessof health insuranceclaims of an unscreenedpopulation
over a screenedone more than offset the cost of screeningsuch
a population.
The Kaiser Permanentestudy found only one of its four age-
sex groups where disability, hospitalisationand mortality trends
were all in the same direction (favouring the study group), namely
the group of men aged 45-54 on first entry. The direct (medical)
costs and indirect (income loss) costs associatedwith screening,
outpatient services, hospitalisations,self-reporteddisability
and mortality were computed and compared for the older men in
the study and control groups. For this group the net "savings"
favoured the study group older men every year during a seven-year
period and was more than $800 per man entering the project in
1964, in favour of the study group, for the entire seven-year
period. This sort of measureis, of course, open to the usual
reservationsabout the use of income loss figures as ュ ・ セ ウ オ イ ・ ウ
of benefit.
A rather different impressionemergesfrom a remarkablestudy
by Forst (27) in which he analyseddata from Periodic Health
Examinationsgiven to Navy and Army officers. Becauseof
differences in the scope and frequency of PHEis between the two
armed serviceshe was able to make estimatesof the cost and
morbidity effects of changesin the scope and frequency of PHE's.
He estimatedthat a shift from a strategyof givirig a PHE worth $25
once every three years to that of giving one worth $100 annually
could be expectedto prevent about seven officers out of each
10,000 from joining the rolls of disabl·edretireesannually. Such
a shift would cost $150,000per head.
- 21 -
When this sum was comparedwith the cost of retirement
benefits plus the cost of replacing officers retired with dis-
ability it was found that a replacementcost of $130,000would
be necessaryto make these two costs exceed $150,000. The likely
replacementcost was estimatedto be less than one-fifth of
$130,000. The data and assumptionsin エ ィ ゥ セ study, as well as some
of the regressionrelationshipsestimated,make one treat the
results with caution but in sophisticationand rigour it far excels
any other study, although the sophisticationand rigour may well
be a product of the initial data problems.
A number of costing studies have been carried out by the
Kaiser-Permanenteworkers (28) (29). They estimatedthat for
1967/68 the cost per automatedmultiphasic screeningtest at their
Centre was $21.32, basedon a monthly total of 2000 patients. They
believed this cost to be four to five times less than the cost
of providing an equivalent screeningby non-automatedmethods.
They also estimatedthat there was significant economiesof scale
in automatedscreeningand suggested,for example, that if the
number of patientswere to rise to 3000 per month the cost might
fall to $15 per screening.
Estimateswere also made of the cost of detectingvarious
abnormalitiesby multiphasic screening. These costs ranged
from $408 for a suspectedbreastcancer to $1.55 for an apparent
hearing defect. No estimateswere made of the cost of confirming
such presumptivecases.
There are some points to be made here. The costs estimated
by Collen and his co-workers refer to the personneland equipment
for the multiphasic centre. They do not include any estimate
- 22 -
of patients' time. The Kaiser-Permanentemultiphasic schedule
takes up to three hours. If patients' time is valued on a
marginal productivity basis using an averagewage rate of $10,000
per annum, then such a valuation would effectively double the
reported cost of multiphasic screening.
Secondly, as Collen pointsout, no analysis has been carried
out "comparing the cost of multiphasic screeningtechnics to
alternativetraditional methods for providing periodic health
examinations." Austria has opted for a fairly traditional method
relying on a primary physician and the costs do not appear to be
regardedas excessive. Nor would there seem to be any analysis
comparing the cost of adding extra tests under both systems.
Finally, very little has been said about the speedwith
which a multiphasic programme could be introducedgiven its large
demandsfor personneland facilities. Gelman (30) points out
that to carry out annual periodic health examinationsfor the
entire u.S. population, basedon an estimate of 60 to 65 "family
service" physiciansper 100,000 population available for diagnostic
services, each physician would have to perform roughly seven
physical examinationsa day. As she says "Who would then care
for the sick?"
Conclusions
1. Multiphasic Screeningor Periodic Health Examinations
still appear to be seriously deficient when assessedagainst the
checklist suggestedby Wilson and Jungner. In particular it
is not fully establishedthat treatmentat the presymptomatic
borderline stagesof the "diseases"discovered)favourablyinfluence
their course and prognosis. Moreover it is not certain that the
-23-
facilities requirer. for ョ ゥ ョ n ョ ッ セ ゥ ウ ana treatMent of patients re-
カ ・ 。 ャ ・ セ hy the screeninqproararnMe キ ッ オ ャ セ he availahle 。 ョ セ that
case-findina in a aiven health care systemwouln he a contin-
uous process,anc'l not a "once-anc'l- f'or ,all" proiect.
A numher of proiects are qoinq on, in andition to the
Kaiser-Permanenteone,to assessthe eff'ects of' multiphasic
sc:r."eenina (25), hut until these proiects have proqressedrurther,
it is difficult to say whether the cost of case-findinq (ne-
fined in as comprehensivea manner as possihle) would he
econOlllically balanceoin relation to possible expenaitllre on
j セ ー イ ャ ゥ 」 。 ャ care as a whole, since such a セ・」ゥウゥッョ could only be
taken with referenceto the henerits of multiphasic screeninq
relative to possihle expenaitureon ュ ・ セ ゥ 」 。 ャ care as a whole.
2 セ JVlnl tiphasic Health '1'estina can he viet"en in two c'li fferent
liqhts: (a) as a 1l1ultiple screeninaproqraMme or (h) as the hasis
of un ill ternativ エ セ Il1ethoc'l of deliverina primary care0
Viewed in the first li0ht, the important questionbecomes
"Is HlUltiphasic screeningworth doinq, in the sensethat the
ッ オ エ c o j Q ャ e セ of Multiphasic screeninqrepresentsa more nesira.hleuse
of limited medical resourcesthan other proaramrnes?
セ L W ゥ ・ キ ・ 、 in the seconil liaht, the crucial questionMay '<Tell
be "T'lhat wouln he the effect on ー ョ セ ウ ・ ョ エ hea.lth care systemsof
an extensionof the practice or Pll11tinhasic screeninq?" Bv this
is meant not simply 'Vlhat resourceswouln. he イ ・ ア オ ゥ ョ セ 。 L but how
would the pattern of health care utilisation alter as "nrevention"
heealoe a iョッイ」セ important charrtcteristicof nriT'1ary care, what
chancreswould he likely to eOTf'lp nbout in the way in which primary
health care was supplied ann how woulo this aff'ect other sectors
of health within a limiten hudqet. セ オ 」 ィ effects Jlliqht he ex-
pected to vary rlepenc'linq upon the セ L 。 ケ the prOqramMe was orqanisen.
-/.4-
3. There is very little in r oT.1'1at.ion availahle, aoparently,
on a nm"heT of topics. 'T'he CTRPS Hhich appeRT JTlost evident to
JTle are
(a) 'T'he lack of any systematicanalysis or the セ ゥ ヲ ヲ ・ イ ・ ョ エ
orqanisationa1 structuresthrouqh to!hich JTlultinhasic
screeninl1 is 」 オ イ ョ セ ョ エ ャ カ heina carrien out. .,.., fOrJ'Tlrtl
structure to clrtssify schemeshv pavJTlPnt mechanism,
physicicm participation, relationship to hospital, role
of puhlic henlth services, 0PfTrpe or autoJTlation, loc-
ation and so on is Missina and, especirtlly for Purope,
the data to flesh out the fOrJT'lal structnre is also
absent.
(h) nata on hm.! JTluch ウ」Zョセ・ョゥョア qoes on in a アゥvヲセョ health care
system is difficult to COJTle hy. nf course, any precise
estilllate would oeoendon distinctions JTlaoe hetween
screeninqand diaonosis. Npvertheless,judqementsabout
the imnact of 1..,ultiphasic screeninq JTliClht '''ell oepend
on the i:1JI,ount of screeninqqoinCT on outside such pro-
qramJTles (e.q. routine testinq ,of hospital patients,
expectantmothers, life-insurancecandidates,specialist
professions,etc.) and ahout trends in such activities.
4.. 'rhere would appearto he SOJTle dispute ahout the possibilities
of insertinq a JIlultinhasic screeninqproqraJTlJTle into a health care
systel'l "Tithout iilUkinq ractical chancres in the system.
S. 'J'he work on costinq Which has been carried out has been
ve:ty limited and has qenern11ynot addressedi tself to the totRl
sysi:elnf i .. e .. achievinq participation, screenimf, Datient time,
fo110\'1-up, diaqnosis and treatment. Nor has there heen any
atteNPi: to assessthe effects of adninq or subtractinqtests or
a1terinq the adJIlinistration of the proqrarl1me. Tn short, there has
-25-
been little costing of alter.natives.
ResearchProposals
I set out below a list of ー イ ッ ゥ ・ 」 エ セ that IIASA miqht carry
out. It is not intended, necessarily,that all of them should
be done and the choice should take place in consultationwith
interestedparties such as hTHO, the health ministries of
meJT'her stotesor other orcranisationsconnectedwith health
care.
!=:urvey
A. sine quo non for any further work is a survey of ,,,hat
programmes,nescribedas "multinhasic screeninq", are currently
beinq carried on in a numher of countries,hoth Fast and Nest.
()ur aim should be to character.isethem hy a numher of relevant
variahles. \,1arshaw (3 ) sets out a nur.lher of. "onestionsto be
answered" in decidincr whether to oraanisea multiphaRic screenina
programme. Ruitahly amended, thesequestionswould form the basis
of a schemeof classification. セ ョ additional important piece
of ゥ ョ ヲ ッ セ 。 エ ゥ ッ ョ would be the sorts of data which the proqrarnmes
themselvescollect and the extent to which this data is available
in treatedor untreatedform.
The basesfor classificationwould be
1. Target Populationsand Diseases
2. Financing
3. Number and Location of ScreeningClinics
4. Manpower
5. Selectionof Tests
6. Volume of tests carried out and participation rates
7. Provision for follow-up, diagnosis and treatment
8. セ 。 ョ 。 ァ ・ ュ ・ ョ エ of the Scheme
9. Cost of the Scheme
-26-
Most of these classificationsare fairly self-explanatory.
Financing refers to the inclusion or exclusion of such ウ 」 セ ・ ・ ョ ゥ ョ ア
programmesin relation to セ ッ 」 ゥ 。 ャ Sp.curity proqrammes,public
health programmes,etc. and the extent, if any, to which patients
must pny. Manpower refers to the relative use of medical and
non-medical personnel. Manaqementof the Scheme is intendedto
elicit information about the relationshipbetween the screeninq
programme and other health care services in addition to that
provided by No.7.
Some of this information may already he qatheredfor the U.S.A.
by the National Center for Health ServicesResearchand Development.
For other countries, it is difficult to know even whether such
programmesare in existence.
I would suggestsuch a survey, in effect as a form of
feasihility study.
Health Service Impact
So far themhas only been limited work on what effect the
introduction of a multiphasic screeningproqrammemight have ッ ョ セ エ ィ ・
existing systemof medical care, and how this ef.fect might be
related to the type of programme. In general, the worst fears
of those who opposedsuch programmes,namely that the existing
health care systemwould be swampedby large numbers of the
crypto-ill does not appear to have beenborne out. There has,
however, been little analysisof why this is so. Were the critics
simply wrong i.e. there are not large numbers of slightly unwell
people or are there other explanations? Is it that the セ 」 」 ・ ー エ 。 ョ 」 ・ B
level was simply set at a level such as to ensure that there would
be little impact on the health service, or were health service
facilities already so strainedthat, in effect, a form of
rationing ensuredthat the screeningprogrammewas not allowed
- 27 -
to make a major impact? The answersto these kind of questions
would require close analysis of the experienceand criteria of
a number of screeningprogrammes.
A related question is the way in which the institution of
such programmesaffects the use of primary care facilities, out-
patient servicesand so on under various forms of health care
organisation. Does the pattern of demand for physician'sservices
and the use by the physician of, for example, laboratory facilities
change? The data for such a study might be available from records
of Social Security sicknessclaims,hospitalrecords and so on.
Modelling Alternative Multiphasic ScreeningProgrammes
Choosing a multiphasic screeningprogramme implies some
knowledge or prejudice concerningthe effects of alternative
strategies. As yet, however, there has been no attempt to construct
a model which would predict both the yield of alternativemulti-
phasic screeningprogrammesand the costs of such programmes.
Such a model would require, in the first instance,estimates
of suspectand confirmed abnormalitiesfor a range of individual
tests and combinationsof tests over time tpgetherwith data on
the proportions of confirmed populations likely to undergo various
forms of treatment. This would enable one to make estimatesofthe
consequencesin terms of casesdiscoveredand effects on the health
care systemof adding an extra test or set of tests to the programme.
It would also require estimatesof the resourcesused up to
supply a given set of tests and the marginal costs of adding extra
tests to the range, as well the health care resourcesrequired
for follow-up and treatment. Added variableshere could be the
organisationalstructure, the use of medical and non-medical
personnel,of automatedequipment, different types of clinic and
- 28 -
so on. It might also be possible'to derive estimatesof the inter-
action betweenorganisationalcharacteristicsof the screeningpro-
gramme and the participation rate of the target population.
The data for such a study, or at least parts of it, should be
in the possessionof screeningprogrammes. To move from this partial
analysisof the effects of a screeningprogrammeto a comprehensive
analysisor a cost-benefitanalysiswould require estimatesof the
effect of multiphasic screeningon morbidity. The evidence for this,
as has been said, is still inconclusive. But even with the partial
model it should be possible to elicit estimatesof the impact of
a screeningprogramme by making (probabilistic) assumptionsof the
effect of early discovery.
This proposalwould overlap with the previous one but would
not attempt to trace the effect on the health services in general
of a multiphasic screeningprogrammenor to concern itself with
the impact of individual programmes.
Case Studies
The introduction or adoption of multiphasic screeningor
periodic health examinationprogrammestakes place within a given
social and institutional setting. The programmemight be expected
to affect some or all of the following: the target population, the
population in general (in so far as the programme reducedexpenditure
on other health servicesor implied higher taxation or social security
contributions), the medical profession, both in the community and
in hospitals, public health administrations,health insurancein-
stitutions, manufacturersof relevant equipment.
Where such programmeshave been introduced the choice of programme,
its administrationand so on are likely to have been as much
- 29 -
the consequenceof the constraintsrepresentedby thesevarious
groups as of the benefits and costs of the screeningprogramme
itself. An analysis of the proposals,attitudesand reactions
of these groups in relation to a specific screeningprogramme
might be expectedto throw light on some of the constraintsoperat-
ing on the introduction of such screeningprogrammes. Many of these
constraintswould, of course, be confined to particular settings
but the attitudesof groups should also be found to have certain
general characteristics.
A useful starting point might be an analysis of the introduc-
tion of the Austrian multiphasic screeningprogramme.
REFERENCES
lCommission on Chronic Illness. Chronic Illness in the U.S.,
vol. 1,Harvard University Press 1957.
2Whitby, L. G.; "Screening for Disease- Definitions and Criteria,"
The Lancet October 5, 1974.
3Warshaw, L.; "Principles of Screeningand Types of Programme,"
Medicine Today.Vol. 5 No. 2;1971.J ,
4Wilson, J.M. and Jungner, G.; Principles and Practiceof Screening
for Disease; WHO 1968.
5Thorner, R.; "Whither Multiphasic Screening," New. Eng. Jour. Med.
Vol. 280, No. 19.
6Grimaldi, J.; "The Worth of OccupationHealth Programs," J.
Occup. m ・ 、 セ No.7; August 1965.J
7Thorner, R.; "The Status of Activity in Automated Health Testing
in the U.S," in AMHT. C Berkley
New York, 1971.
(ed) EngineeringFoundation,
8Malmstroem, g セ [ "AMHT in Europe," in Automated Multiphasic Health
Health Testing. C. Berkley (ed) EngineeringFoundation, New
York, 1971.
9Scott, R. and Robertson, p.; "Multiple Screeningin General
Practice,"British Med. Jour. 1968, 2, 643.
10Bennett, A. and Fraser, I.; "Impact of a ScreeningProgramme in
General Practice: A RandomisedControlled Trial," Int. Jour.
Epid. 1972, Vol. 1; NO.1, P; 55.
IlSiegel, G.; "An American Dilemma - The Periodic Health Examina-
tion," Arch. Envir. Health, Vol. 13, Sept, 1966.
12sackett,D.; "Periodic Health Examination and Multiphasic
Screening," CMA Journal;Vol. Q P セ December1, 1973.
13Schor, S. et al.; "An Evaluation of the Periodic Health Examination,"
Annals of Internal Medicine,Vol. 61, NO.6) December, 1964.
14Ahlvin, R.;"Biochemical Screening- A Critique," New Eng.
Jour. Med. Nov. 12, 1970.
15Barnett, R. Owen, H. and Schoen, I.; "Multiphasic Screening
by Laboratory Tests - An Overview of the Problem," AJCP.Vol. 54,
September,"1970 (Suppl.)
16Bates, B and Yellin, J.
17" Roberts, N.J. et al.; "Mortality among Males in Periodic
Health Examination Programs," New. Eng. Jour. Med. July 3
Vol. 281, No.1, 1969.
18Kuller, L. and Tonascia, S.; "Commission on Chronic Illness
Follow-up Study," Archives of Environmental Health, Vol. 21,
Nov. 1970.
19Dales, L. Friedman, G. and Collen, M. F.; "Evaluation of a
Periodic Multiphasic Health Checkup," Meth. Inform. Med. Vol.
13, No. 3,1974.
20Cutler, J. et al.; "Multiphasic Checkup Evaluation Study
1. Methods and Population," PreventiveMedicine 2, 197 - 206,
1973,
21Jungner, G.and Jungner,I.; "Chemical Health s 」 イ ・ ・ ョ ゥ ョ セ G ゥ ョ Sharp,
C. and Keen, H. (eds) Presymptomaticd セ エ ・ 」 エ ゥ ッ ョ and Early
Diagnosis, Pitman Medical, London, 1968.
22Garfield, S.; "The Delivery of Medical Care," Scientific American
Vol. 222, No.4, April, 1970.
23Sh ' Saplro, " ; "The Health Care Structureand Automated Multiphasic
Health Testing Services," in Provisional Guidelines for A.M.H.T.S.
Vol. 3, N.C.H.S.R.D. Rockville, Maryland U.S., 1970.
24Clark, E. M. and Ariet, M .; "Automated Health Testing and Medical
c 。 イ セ B Jour. Florida Med. Assocn. Vol. 59/10, 1972.
25Sh ' " ff" f haplro, s.; AMHT - E lClency 0 t e Concept",Vol. 45, March 1, 1971.
Hospitals
26Badgley, R,and Wolfe. S.; "Public Policy and AMHTS " in Provisional,Guidelines for A.M.H.T.S. Vol. 3, N.C.H.S.R.D. Rockville,Maryland
USA, 1970.
27Forst, B,; "An Analysis of Alternative Periodic Health Examination
Strategies,"in Niskanen, W, and Wisecarver, D (eds) Benefit-Cost
and Policy Analysis 1973, Aldine Publishing Co., Chicago 1973.
28Collen, M. et al.; "Cost Analysis of a Multiphasic Screening
Programme;" New. Eng. Jour. Med-; Vol 280, No. 19, 1961 pp. 1043-45
29Collen, M. et al.; "Dollar Cost per Positive Test for Automated
Health Testing," New. Eng. Jour. m ・ 、 セ Vol. R X セ No. セ Aug. 27,1970.
30Gelman, A.; "Automated Multiphasic Health Testing;" Public Health
r ・ ー ッ イ エ ウ セ Vol. 85. No. 4JApril, 1970.