AND OF ASSOCIATIONS.
THE manner
of preparingtables ofmortalityisvery simple.One
takes in the civilregisters a great num-berof individualswhose
birth and death are indicated.One
determineshow many
of these individuals have died in the first year of their age,how many
in the second year, and so on. It is concludedfrom these thenumber
ofindividuals living atthecommencement
of eachyear,and thisnumber
is written inthetable at the side of thatwhich indicatesthe year.Thus
one writes atthe side of zero thenumber
ofbirths; atthe side of the year I thenumber
of infantswho
have attainedoneyear;atthe sideofthe year2thenumber
ofinfantswho
have attainedtwo years, and so onfor the rest. But since in the first two years of lifethe mortalityis verygreat, it is necessaryforthe sakeof greater exactitude to indicate in this first age thenumber
of survivors atthe endofeachhalf year.If
we
divide thesum
of the years of the life of all the individuals inscribed inatableof mortality bythe140
CONCERNING TABLES
OF
MORTALITY,U*
number
ofthese individualswe
shall have themean
duration of lifewhich correspondsto this table. Forthis,
we
will multiply by a halfyear thenumber
of deaths in the firstyear, anumber
equal tothe differ-ence of thenumbersof individuals inscribed atthe side ofthe yearsoand I. Their mortality beingdistributed over the entire year themean
durationof theirlifeisonly a half year.
We
will multiplyby a yearand a halfthenumber
ofdeathsin thesecond year;by
two yearsandahalfthenumber
ofdeathsinthethirdyear;andso on.
The sum
ofthese products dividedbythenumber
of births will be themean
duration oflife. It iseasyto conclude from this thatwe
will obtain this duration, bymaking
thesum
ofthe numbersinscribed inthe table atthe sideofeachyear, dividingitbythenumber
of births and subtracting one halffrom the quotient, the year being taken as unity.The mean
duration of lifethatremains, startingfrom anyage, is determined in thesame
manner, working upon thenumber
of individualswho
havearrived atthisage, as hasjustbeen donewith thenumber
ofbirths. Butit is not atthemoment
ofbirth thatthemean
duration of lifeis the greatest; itiswhen
one has escaped the dangers of infancy and it is then about forty-three years.The
probability of arriving ata certain age, starting from a given ageisequaltotheratio of the two numbers of individuals indicated in the table at thesetwoages.The
precision of theseresultsdemands
thatforthe formation of tableswe
should employ a very greatnumber
of births. Analysis gives then very simple formulaeforappreciating theprobability thatthenum-142
A
bers indicated in these tables willvary from the truth only within narrowlimits.
We
seebythese formulae that the interval ofthe limitsdiminishes andthatthe probability increasesin proportionaswe
take into con-siderationmore
births; sothatthetables would repre-sent exactly thetruelaw of mortalityifthenumber
of birthsemployed wereinfinite.A
tableofmortalityisthen atableoftheprobability ofhuman
life.The
ratioof the individuals inscribed attheside of each year tothenumber
ofbirthsis the probability thatanew
birth will attain this year.As we
estimatethevalueofhope bymaking
asum
ofthe products of each benefithoped for, bythe probability of obtainingit, sowe
can equally evaluate themean
duration of lifeby
adding the products ofeach year by half thesum
of the probabilities of attaining thecommencement
and the endofit, which leads tothe result found above. But thismanner
ofviewing themean
duration of life has the advantage of showing thatinastationary population,thatisto say, suchthat thenumber
ofbirths equalsthat of deaths, themean
duration oflife isthe ratioitselfof the population to the annual births; for the populationbeing supposed stationary, thenumber
ofindividualsof an agecom-prised between two consecutive years of the table is equal to the
number
of annual births, multipliedby
half the
sum
of the probabilities of attaining these years; thesum
ofall these productswill be then the entirepopulation.Now
itis easytosee thatthissum, dividedbythenumber
ofannual births, coincideswith themean
durationoflifeaswe
havejust definedit.It is easyby
means
ofatable of mortality to formMORTALITY, 143 thecorresponding table of thepopulation supposed to bestationary. Forthis
we
take thearithmeticalmeans
ofthe numbersofthe tableof mortality corresponding tothe ages zero and oneyear,one and twoyears, two and three years, etc.The sum
ofallthesemeans
isthe entire population; it iswritten at the sideof the age zero. Thereis subtracted fromthis
sum
thefirstmean
andtheremainder is thenumber
of individuals ofone yearand upwards; it is written at the side of the year I. There is subtracted from this first re-mainder the secondmean
; this second remainder is thenumber
ofindividuals oftwo years and upwards;itiswritten at thesideof the year 2, andsoon.
So
many
variable causesinfluence mortalitythatthe tableswhichrepresent itoughtto be changed accord-ing to place and time.The
divers states oflifeoffer in this regard appreciable differences relative to the fatigues and the dangers inseparable from each state andofwhich itisindispensable tokeep account inthe calculations founded upon the duration of life. But these differences have not been sufficientlyobserved.Some
daytheywill be and thenwill beknown
whatsacrifice of life each profession
demands
and one will profitbythisknowledgetodiminish the dangers.The
greaterorlesssalubrity ofthesun, itselevation, itstemperature, thecustoms of theinhabitants,andthe operations ofgovernments havea considerableinfluence uponmortality. Butitis always necessaryto precede theinvestigationof thecause of thedifferencesobserved bythat oftheprobabilitywithwhichthiscauseis indi-cated.Thus
the ratio of the population to annual births, which onehas seenraisedin Francetotwenty-eightand onethird, isnot equalto twenty-five in the ancientduchyof Milan. Theseratios, bothestablished upona great
number
ofbirths, donot permitof calling into question the existenceamong
the Milanese ofa special cause ofmortality, which itis ofmoment
for the government of our country to investigate and remove.The
ratio of the population to the births would increaseagainifwe
could diminishandremove certain dangerous and widely spread maladies. This has happily been done for the smallpox, at firstby
theinoculation ofthis disease, then in a
manner much more
advantageous, bythe inoculationofvaccine, the inestimable discovery of Jenner,who
has therebybecome
oneofthe greatestbenefactorsof humanity.The
smallpox has this in particular, namely, that thesame
individual is not twice affected byit, or at leastsuch cases aresorarethattheymay
beabstractedfrom the calculation. This malady, from which few escaped before the discovery ofvaccine, isoftenfatal
and causes the death ofoneseventh of those
whom
it attacks. Sometimes it is mild, and experience has taught that it can be given this latter characterby
inoculating it upon healthy persons, prepared for itby
aproperdiet andina favorableseason.Then
the ratio of the individualswho
die to the inoculated ones is not onethree hundredth. This great advan-tageof inoculation, joinedtothose of notaltering the appearance and ofpreserving from thegrievous conse-quences which the natural smallpox often brings, caused ittobe adopted bya greatnumber
ofpersons.The
practice was strongly recommended, but it wasMORTALITY, 145 strongly combated, as is nearly always the case in things subject to inconvenience. Inthe midstofthis dispute Daniel Bernoulli proposed to submit to the calculus of probabilities the influence of inoculation upon the
mean
duration oflife. Since precisedataof the mortalityproducedbythe smallpox at thevarious ages oflifewere lacking, he supposedthatthe danger ofhaving this malady andthatof dyingof it are the same ateveryage.By means
of thesesuppositions he succeeded by a delicate analysis in converting an ordinary table of mortalityinto that which would be used ifsmallpox did not exist, or if it caused the death of only a very smallnumber
ofthoseaffected,and he concludes from it that inoculationwouldaugment
bythreeyearsat leastthemean
duration oflife, which appeared to him beyond doubt the advantage ofthis operation. D'Alembert attacked theanalysis of Ber-noulli: at first in regard to the uncertainty of his two hypotheses, then in regard to its insufficiencyin this,that no comparison wasmade
ofthe immediate danger, although verysmall, ofdyingof inoculation, to the very great but veryremote danger of succumbing to natural smallpox. This consideration, which dis-appearswhen
one considers a greatnumber
of indi-viduals, is for this reason immaterial forgovernments andthe advantagesofinoculationforthemstillremain;butitisof great weightfor the fatherofa family
who
mustfear, inhavinghischildren inoculated, toseethat one perishwhom
he holds most dearand to be the cause ofit.Many
parentswererestrainedbythis fear,which thediscoveryof vaccine has happilydissipated.
By
one ofthose mysterieswhich natureoffersto ussoA ON
frequently, vaccine isa preventiveof smallpoxjust as certain as variolarvirus, and thereis no dangeratall; it does not expose to any malady and
demands
only verylittlecare. Therefore thepractice ofithas spread quickly; and to renderit universalitremains onlyto overcome the natural inertia of the people, against which it is necessaryto strive continually, evenwhen
itis a question oftheirdearest interests.
The
simplestmeans
of calculating the advantage whichthe extinctionofamalady would producecon-sists indetermining
by
observation thenumber
of indi-viduals ofa given agewho
die of it each year and subtracting thisnumber
from thenumber
of deathsat thesame
age.The
ratioofthe difference tothe totalnumber
of individuals ofthe givenage would be the probability of dying in the year at this age if the maladydid not exist. Making, then, asum
ofthese probabilities from birthupto anygiven age, and sub-tractingthissum
fromunity, theremainderwill be the probability of living to that age corresponding to the extinction ofthe malady.The
seriesofthese prob-abilitieswill be thetable of mortalityrelative to this hypothesis, andwe may
conclude from it, by what precedes, themean
duration oflife. It is thus that Duvilard hasfound thattheincrease ofthemean
dura-tion of life, due to inoculation with vaccine, is three yearsattheleast.An
increasesoconsiderablewould produce a very greatincreasein the population ifthe latter, for other reasons, were not restrained by the relativediminution ofsubsistences.Itis principallybythe lack ofsubsistences thatthe progressive march ofthe population is arrested. In
MORTALITY, 14?
all kinds of animalsandvegetables, nature*tends with-out ceasing to
augment
thenumber
of individuals until theyare on a levelof themeans
ofsubsistence. In thehuman
race moral causes have a great influence upon the population. Ifeasy clearings ofthe forest can furnish an abundant nourishmentfornew
genera-tions,thecertainty ofbeing abletosupport anumerous family encourages marriages and renders
them
more productive.Upon
the same soil the population andthe births oughtto increase atthe
same
time simul-taneouslyin geometricprogression. Butwhen
clear-ingsbecome more
difficult andmore
rare then the increase of population diminishes; it approaches con-tinually the variable state of subsistences,making
oscillationsaboutitjust asapendulum whoseperiodicity isretardedby changingthe point of suspension, oscil-latesaboutthis point byvirtueofits
own
weight. It is difficult to evaluate themaximum
increase of the population; itappearsafter observationsthatin favor-able circumstances the population of thehuman
race would be doubled every fifteen years.We
estimate that in North America the period ofthisdoubling is twenty-twoyears. In thisstate of things, the popula-tion, births, marriages, mortality, all increase accord-ingtothesamegeometric progression ofwhichwe
have the constantratioofconsecutiveterms bythe observa-tion ofannualbirths attwoepochs.By
means of a table of mortality representing the probabilities ofhuman
life,we may
determine theduration ofmarriages. Supposinginorderto simplify the matter that the mortalityis the sameforthetwo sexes,
we
shallobtainthe probability thatthe marriageU$ A
PHILOSOPHICAL ESSAYON
PROBABILITIES.will subsistone year,or two,or three,etc.,byforming aseriesoffractions whose
common
denominatoristhe product of thetwo numbersof thetablecorresponding tothe ages of theconsorts, and whose numeratorsare the successive products of the numbers corresponding to these ages augmentedby
one, by two, by three,etc., years.