Philip Morris
Lies, Damned Lies and Medical Statistics
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Document Images
Lies, ,
damned lies
an
d Doctors, journalists and health food vendors have us
scared to death about what we eat, drink and breathe.
But most of their studies couldn't pass Statistics 101.
medical statistics
By Philip E. Ross
IN THE 1973 Ntovtr Sleeper, Woodv Allen plays a health
food salesman who comes out of suspended animation in
the year 2173 and calls for wheat germ, organic honey and
tiger's milk. His puzzled doctor asks a colleague why
people had once preferred such sludge to steak,
cream pies, hot fudge and deep fat. "Those were
thought to be unhealthy," the colleague
replies, "precisely the opposite of what we
now know to be true."
Life imitates art. Twentv years too
late, those of us weaned from real
butter to oily margarine suddenly
learn that the syntheticalhl solidified
oils of margarine, kno.vn as trans-
fatty acids, were worse for our arter-
ies than any fat found in nature. You
would have been better off enjoying
nature's spread, after all. Just because
something tastes good doesn't mean
it's bad for you.
Such flip-flops in the history of health
advice are the rule rather than the exception.
Today's bad-for-you was probably once a good-for-you-
and vice versa. Yet every ncw headline sends millions offon
a search-and-destrov misslon in the pantrv or a panicky
visit to the doctor. We have become a nation of nervous
Nellies, ready to give up eating pleasures at the drop of a
medical report.
Mercury-laden fish is killing us, then coffee, then eggs,
then it's too much chlorine in water, then it's too little.
Even other people's pleasures are supposed to be danger-
ous for us, like secondhand smoke.
Strange, isn't it. We are living longer and healthier and
are better nourished than ever before, yet imagine our-
selves beset with poisons and cancer-causing substances.
It's time for us to recognize that a whole industry exists
to invent, propagate and then alleviate health scares.
Medical schools get their grant money by publishing
studies, the New England Journal of Medicine
makes a living publishing them, popularizers
make a nice living rewriting medical journal
discoveries as books and articles. A large
segment of the grocery products indus-
trv makes it a business to sell so-called
health foods. Ever notice all the intel-
ligent-looking folks carefully scruti-
nizing the fine print "nutritional"
information on cereal boxes, jam jars
and soup cans?
We're not against folks making an
honest dollar touting healthy diets,
but as a publication with a healthy
respect for statistics, we can't resist
looking down our editorial nose at some
of the statistical contortions hiding be-
hind these scares.
Let's start with the most amazing flip-flop of recent
vears: alcohol. As the once aristocratic dry martini gave
way to a glass of white wine, NIoung Americans came to
drink much less than their parents and grandparents had.
It had even become hip for some to teetotal. Then, last
year, a group affiliated with the Harvard School of Public
Health recommended that we consider taking a glass of
wine a day. The libation was to be part of the Mediterra-
nean Diet-so called because it mimics the low-meat,
olive-oil-rich, wine-soaked regimen of southern Europe,
where heart disease is relatively rare. Further supporting
evidence came from laboratory findings that alcohol raises
130 Forbes . August 14, 1995

levels of high-density lipoprotein, the "good" cholesterol
that rids the body of the artery-clogging kind.
Pass the bottle? Not so fast. The trouble with most of
these medical studies is that they look at a few factors in
isolation. Okay, a little booze'is good for your heart. But
what does it do for your chances of suffering cancer,
stroke, cirrhosis of the liver or your chances of ending off
the road in an overturned car?
The moral of the story is: Drink if you like, but not
because it will make you live longer.
In fact, the New England Journal of Medicine-whose
editorials continue to endorse the new drink-a-day-keeps-
thc-doctor-away regimen-published a study in June
showing that alcohol can raise blood pressure significantly.
You can't make sense of such conflicting reports.
Aren't medical journal articles peer-vetted, scientific
and therefore unimpeachable? Don't believe it. A land-
mark 1972 article in the journal Pediatrics almost single-
handedly created an industry of sudden-infant-death pre-
vention. A cluster of five cases in one upstate New York
family supposedly showed that there was a genetic compo-
nent to the syndrome; prevention included monitoring
devices and varying advice for positioning sleeping babies
in the crib.
Whoops. Turns out that that New York mother mur-
dered her five children. Pediatrics ran a retraction some
20 years later. By then moms and dads had lost a lot of
sleep unnecessarily.
Forl>es August 14, 1995 131

Expect more such non-
sense, because of the in-
herent limitations in the
epidemiology of nonin-
fcctious disease. Scientists
could devise an experi-
ment that would really
prove whether low doses
of secondhand smoke
hurt children, but the ex-
periment would be uneth-
ical. To really know
whether exercise makes
people live longer, experi-
menters would have to
randomly select 1,000
subjects and regiment
their every waking mo-
ment for decades.
In default of such seri-
ous studies, distrust most -
~ sweeping conclusions
linking diet and health.
Yes, you can prove statisti-
cally that people who exercise live longer. But the conclu-
sion-that exercise is good for you-may put the cart
before the horse. Think about it. Are people healthy
because they exercise? Or do they exercise because they are
healthy? The bare correlation proves nothing. Physiologi-
cal and other evidence leads many doctors to conclude
exercise helps. But even here, there's no clear proof.
The mass media purvey health scare stories breath-
lessly, treating each new paper in isolation from the ones
that came before. Even if the researchers concede that
there are limitations to the validity of the study, the media
usually bury the caveat. "You reporters take at face value
everything the scientists tell you-something you would
never think of doing if the
source were industry
or the government,"
grouses one prominent
epidemiologist.
There's too much at
stake for the health scare
industry to admit to the
shortcomings of epidemi-
ology. The Berkeley, Har-
vard, Johns Hopkins,
Tufts and University of
Texas medical schools are
raising money by publish-
ing health tip newsletters
for the general public.
The Journal of the Ameri-
can Medical Association
takes in $17 million in
advertising a year. Jane
Brody's Good Food Book:
Living the High Carbohv-
dratc Way (1985) is in its
tenth printing. Sales of
prepared foods making
health claims ("low-fat,"
"no sugar added," "low
sodium") account fbr
$23 billion a vear.
Let's go back to the
butter/margarine argu-
ment. In 1993 a group at
Harvard linked trans-fattv
acids to heart disease,
adding, a year later, that
the svnthetic fats mav be
responsible for an extra
30,000 deaths a vear in
the U.S. Margarine, of
course, is full ofvcgetable
oil hardened by a process
called hydrogenation-
which produces trans-fat-
ty acids. The next vear,
margarine sales dropped
8.2% by volume, and but-
ter sales rose 1.4%.
Take eggs. "You'd
think there were halfa dozen studies saving to avoid eggs,"
says Walter C. Willett of the Harvard School of Public
Health. "Guess how many there were? When we started
looking at this question, zero. Now there's still very little
information. No one's even shown it in an observational
study [one where vou compare people who say they eat
eggs with people who say they don't]. The recommenda-
tion was based only on reasoning that cholesterol in diet
affects blood cholesterol, and that eggs have cholesterol."
Tell that to the chicken farmers. They've watched choles-
terol-spooked consumers cut their egg consumption from
a peak of 402 eggs per capita in 1945 to 238 today.
The old eggs-are-bad theory was built on a pretty weak
connection, that choles-
terol in foods affects
blood cholesterol. But the
fact is that genetic make-
up is far more important
than consumption ofcho-
lesterol in determining
blood cholesterol levels.
Meanwhile, millions of
children who could bene-
fit from the cheap protein
in eggs are being shooed
awav from it.
Then there's the outra-
geous campaign against
"passive" smoking. Some
studics have purported to
show that people exposed
to other people's smoke
are more prone to lung
cancer than the general
population. The statistics
are dubious. So-called
passive smokers often
132 Forbes August 14, 1995

~ So:what should I"do?
_~C(~t~lb'ROtaTED with a bliz--
~ard.:of conflicting advice
aliout dietand health,
:.:you, might either go crazy
Mtrying to follow it all or
-tht'owup your hands in ex-
; ~sp±ctation, pour yourself
`,another beer and slump in
=#`mrit of the w set with a.
bowl of greasy potato chips.
~; No, don't do that, ci-
;'-t6.t;. Herc's.a middle -
;,10ound: Take some of the
advice seriously, Herewith
.f~1 .
_~ tii~efcompilation.of::,:.=--
Valth advice.according:to
~~hhthci it is well.proven;
~ ._.-. .
aybe"Aen-ito .ry or-;
ably garbagc; ; : ;
r'..:
~ ~S`~noking is bad foryou::
.
Thid,ncds
~i:e .eyee ,
~,:.. ;.:,.
. 77
cnthiso ne, aio mat-,=
hat~ihe-fobacco:com~::
statisticians say::: ;
avy n~cing.is bad-: ::
..
±oq~ Eiioiigh alcohol-to. '
1iu uPsif:con- °: r=.
:ei~e,rji day; will grcat '
; :
e,.your_chahces of
oais; cancer:and~n
e=hi
l gh
y:p, eop
g.... :
liTcx3d;picssurc:, .
~!'Sgn is,bad:for:you. A1-
g~i'.you:needn't shield
:
~o~iselfanlead foil every...
you go. outside, sun . . ~
r-'.
k:and a;Iiat~will.lower.
k
k:qfge[G[ng skin; '
Forbes . August 14, 1995
and thatprobablyelimi ,,; Here's what's probably ; mins C, E.and A~ave -
natcs the statistical-.benefit':,,-r:°going on. Some people are ". produced mixed results.:
._'
of light drinking. genetically sensitive to '
Overeating is bad I'or..:' -" ; salt and would benefit from Bunk .
you. Obese people definite- a low-salt diet, A lot,of ' There's no evidence ';
ly don't live as:long as people aren't sensitive.and that eggs-are bad:for.yoii..:
others. But no one has real=:: gain nothing. There's no You gain nothing bygiv= .:'
ly proved that losing easy way to know which"ingxhem up in favor..of,oth-t weight will lengthen, hfe
=R- group you fall into:` ' ~. -. er-forms ofsaturateda,. '
expectancy: ".. , Our advice: You willu-''.' Even researchers who en=,.
`
Saturated fats seem to probably do yourself no' :-: ; dorse the current wisdom
contribute to hardening of harm avoiding salty: T;-i on.saturated fat say that an
the arteries. If you are'at-;r,-e'snacks, and you might do:- °` . egg a day:'s not.bad::Ba-~: ;.
high risk for heart disease; some good. ;°- sides ahe.y contain high- -
maybe you should cut : w~ Fruits and vegetables -'. quality protein and
back on these foods. Butif;','.may lower, your chancc.of := they're cheap. ;
M It's not wise to tat mar-i
garine:_Ittums oufthat:
butter-'.smaturallyy satarat--
:
ed fat isn't as badas_-th4:. s; ;
artifccial trans-fat'in most''
inargarines:
=M Fish oil isn't thc hcart
panacea it;was billcd.to be.
:;:The fish/heart connec-;; ,.
tion was.debunked in re- .
~ .cent years:No wonder:..:
One of'theoriginal study .
.groups."was Greenlandic
Eskimos; who differffi
frocn
; us in a whole lott of ways '
;,: besides diet.
There's no good evi-,
dence that low-frequency
> electromagnetic waves :, ...
(from power lines and .;
toasters), cause cancer. ;
There's no evidence ..
that a cup or two a day of
coffee. is;bad for you.
~TJsrttltiiviolet-,t =- you're not a'lugh risk getting canccr::Itcould ' Agaimand again, attempts
r~ fsun assesto ward off i.' case; ttiece'is na direct c%n be that vegetables contam ' to denyus
this humble -
~t ~
y,c~afacts:~. '. dencc that such a' dierary4 antioxidants, which sop plcasure by means. of a sta-
I~if~:`..''-:'K
change will improve yoiir;. '" up a chemically active form tistical survey havc been
life span: of oxygen that seems to overturncd. ~
ittle alcohol a," N Salt may raise your cause cell damage: Or it 0 The EPn's conclusion
a day=can lower blood pressurc: Circuni= could be that vegetables that 3,000 people a year die
1W:nsk ofcoronary ar-. -." stantial evidence from ' themselves don'.t do a from'secondhand.smoke
sease: However, csoss-culturalstudies sug- . blessed thing; the con- ,., is disputed by reputable
r it is wist too act '-` ':^':-gcsts that it may contrib', .. nection to cancer might :';,.':;
epidemiologists. If ''
:.. . . . . ..
~°eprrdaqon depends :. ute to hyperterision: Oathe': mcrely.be that vegetable. there's a Connection
6e-"
~ ;ethcr lighf diinking- -other hand, attempts'to '' eaters consuiiiie less fat-and ': tween
aeconand'
~oiir~;~skofsome -skofsome- _-_ .'r,;educe.blood,prsssure by fat contributes to cancer.,., ":
-smoke and cancer,-it's an.'
~avy~*; s : mcans of ipw; saZtrdiets Recent studics of the mosr >'cztreinely
:`pro`Yialily'does,.'" .: have bcen :'disappointing. likely antioxidants=vita P E.R ~
133

share a lot of things besides their neighbors' snloke-like
genetic heritage and social class ( FoitBrs, Jan. 31, 1994).
Both are extremely relevant to cancer risk.
In other words, the 1992 declaration bv the Environ-
mental Protection Agency that secondhand snloke kills
maybe 3,000 Americans a year is simply not credible.
Some people even take seriously the fanciful connection
between high-tension electric wires and "cancer clusters,"
a scare promoted by journalist Paul Brodeur in the Neii,
Yorker in 1992 and in a book in 1993. Most epidenliolo-
gists dismiss his scientific
claims. "It's just garbage
epidemiology," says Pro-
fessor James Enstrom of
UCLA.
Are lefties condemned
to short lives? In 1991
two psychologists, Stan-
ley Coren of the Universi-
ty of British Columbia
and Diane Halpern of
California State Universi-
ty in San Bernardino,
questioned the relatives of
deceased people in Cali-
fornia and found that few-
er and fewer left-handers
showed up in the older
age groups. They con-
cluded that lefties were
dying off at a greater rate.
And they calculated that
the average life expectan-
cy of lefties was an as-
tounding nine years less than that of righties.
That's a bigger difference than that between smokers
and nonsmokers. If true, it uould have easily been the
greatest epidemiological relationship to have escaped
notice up to that time. The Coren-Halpern findings ran in
the New England Jozcrnal ofMedicine, giving them instant
~ credibility; the story even landed on the front page of the
Washington Post.
"I just laughed," says left-handed biostatistician Don-
ald Hoover ofthe Johns Hopkins School of Public Health.
"In fact, the older people had gone to school at a time
when teachers forced lefties to write with their right hands.
People of that generation weren't allowed to be l.ett-
handed." Hence the "survev" had covered only a traction
of those born left-handed. Furthermore, actuaries criti-
cizcd the authors of the original study for mishandling
their statistics.
These subtleties escaped the journalists who rushed to
publish the discovery of the supposed nine-year gap.
Within a couple of years, professional journals such as the
British Medical Journal and the American Journal of'
PuGlic Hcaltb published
articles debunking the
Ictt\ hypothesis. But the
Washinqton Post, so far as
wc can tell, never did a
fOlloW-up storv confess-
ing that the earlier one
was bunk.
In the 1980s a number
of papers came out show-
lnf; a connection between
cot}ee drinking and pan-
creatic cancer. The link-
age had no physiological
theory to back it up, but it
had scare value, consider-
ing that tens of millions of
Americans begin their day
With cups of the stutt.
C:otfee drinkers had about
2.5 times the risk of pan-
creatic cancer as others,
claimed one 1981 snidy.
Its authors speculated
that a bit more than half of all pancreatic cancers might
stem from cotfee. The theori made it into the Neu;
England Journal (f :Llcdicinc.
Relax and sip away. Later studies failed to reproduce the
findings. Finally, in 1986, tthe authors of the original studv
reported that further study had led tllenl to e:onclude that
"if there is am, association between cot}ee ConSUnlptlOn
and cancer of the pancreas, it is not as strong as our earlier
data suggested." Translation: Coffee's as safe as orange
juice, for all we know.
How did this curious statistical correlation surtace? By a
Berkeley;- thinks not."`All ': ': 'y_: Do you jog) Have you _ Keep it up for'40 years; .~r
_
this fuss about pcstici~e res-'~:figured out your expected
idues is counterproduc-. : benefif in vears of life?
ti.ve: If yoii drive aq extra .: Now allow for your risk of
milexogott;n"yourri'rgatiic:;_ gettiilg run over. It may
. food store7ur nsk ofdy- ;~ fie-.a losing game.
"
'
ing in
a _caracddcntis
; a: jtreadmill is no better.
crYthati~ : ;,~~gnsider the hour.a day,
ose=-~ --Qfnree tunes a week, you.. -
' -~`^' -snend sweatina at the m~m.
.s:., r.-.
adding, say, a yea~ to.your
lifespan. Guess:wliat :12°lie .:
number of wakingFhours';r ~ .:
vou uain in thatvearvt 'W::
life is less.than the nuriibei "
of hours you' lostxo: ezer;', =
cisc. Yes, exei c'iscr~sg43=;
for you,:but_ovcrdoing
isn't..
134 Forbes m Augusr 14, 1995

scientific phenomenon
known as data dredging, a
creature of the age of
huge databases and cheap
computing power.
Data dredgers can just
take 100 food items and
personal habits and com-
pare them with 100 differ-
ent ailments. If necessarv,
divide and subdivide dis-
eases like cancer accord-
ing to the organ it affects.
Now you have a matrix
with 10,000 cells. Even if
there is no cause-and-ef-
tect relationship in amy of
those cells, you are still
sure to find around 100
stututing correlations
about which you can hon-
estlv make this claim:
"The chance of this corre-
lation arising by chance is
less than 1 in 100." That's what you publish.
Good science attempts to comprehend nature in a
theory, then to make predictions on the basis ofthe theon,,
then to test the predictions against observation or experi-
ment. First you set up the target, then you shoot at it. Data
dredging turns this on its ear. It finds data, then tries to
build a theorv around it. It looks for bullet holes, draws
circles around them and proclaims: bull's-eye.
No, we're not saving that all correlations between diet
and health are bunk. There's the connection between
cigarette smoking and lung cancer. Statistics verified it
across social classes and nations. Animal studies and tissue-
culture experiments provided a physiologic basis for the
connection.
But too many people
were quick to jump from
this example to a broad
indictment of every new
substance introduced
since the industrial revo-
lution. Substances such as
alar, formaldehyde and
BHT are often alleged to lie
behind the so-called ex-
plosion in reported cancer
cases. But, as manv epide-
miologists have pointed
out, there is no such epi-
demic (except for lung
cancer). Why then is can-
cer increasing as industri-
alization spreads? Because
industrialization general-
ly raises living standards,
allowing more of us to live
long enough to develop
cancer and to allow a
Forbes 0 August 14, 1995
slow-growing tumor to
show itself: Industrializa-
tion also invents and then
pays for the high-tech
tests that find cancers that
would have eluded thr
best diagnosticians of a
generation ago.
While survevs like the
one going on in Franling-
hanl, Mass. for the past-17
years can tell vou that high
cholesterol correlates
with the development of
heart disease, that doesn't
prove that lowering cho-
lesterol will do anv good.
A correlated variable nla\'
be a marker, not a caUSe.
Long hair correlates well
with the female sex, but
cutting a \voman's hair
won't turn her into a illan.
Even ifvou could deter-
mine, once and filr all, that a given diet reduces vour risk of
getting one disease, you still could not be sure that it
would not raise vour risk of getting another. Sonlc
doctors-a small minority, to be sure-believe that cho-
lesterol-lowering programs push manv patients into dr-
pression, perhaps for reasons of brain chemistn. Ifthe\ arc
right, sonle doctors nlav be driving people to suicide in the
questionable name of reducing their risk of heart attack.
A certain conservatism is in order here. Resist the
temptation to incorporate a new finding into \'our hCalth
regimen until it has been examined from nlanv angles, for
nlanv vears. Wait out the long-term studies that actuallV
test theories under controlled conditions. Othenwisc VOu
nlav adopt a ctuc that's
worse than the disease. To
steel yourself in resisting
such temptations, consid-
er that hypochondria itselt
is a disease, one that robs
you not of life but Of its
enjoyment.
We're strange peoplc,
we Americans. In 1900
our life expectancy .it
birth was 47 vears. Now,
thanks largely to im-
proved sanitation, vac-
ciiles and better 11VUriSh-
meilt-all made \\'itjCll'
available by our industri-
al economv-our life ex-
pectancy is 76 years. Do
we rejoice at our good
fortune? No, we are con-
vinced a lot of people
out there arc trying to
poison us. ~
135
