[Paleopsych] Jim Holt: Measure for Measure: The strange science of Francis Galton.
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Jim Holt: Measure for Measure: The strange science of Francis Galton.
The New Yorker: The Critics: Books
http://www.newyorker.com/critics/books/
January 17, 2005 | [13]home
Issue of 2005-01-24 and 31
Posted 2005-01-17
In the eighteen-eighties, residents of cities across Britain might
have noticed an aged, bald, bewhiskered gentleman sedulously eying
every girl he passed on the street while manipulating something in his
pocket. What they were seeing was not lechery in action but science.
Concealed in the man's pocket was a device he called a "pricker,"
which consisted of a needle mounted on a thimble and a cross-shaped
piece of paper. By pricking holes in different parts of the paper, he
could surreptitiously record his rating of a female passerby's
appearance, on a scale ranging from attractive to repellent. After
many months of wielding his pricker and tallying the results, he drew
a "beauty map" of the British Isles. London proved the epicenter of
beauty, Aberdeen of its opposite.
Such research was entirely congenial to Francis Galton, a man who took
as his motto "Whenever you can, count." Galton was one of the great
Victorian innovators. He explored unknown regions of Africa. He
pioneered the fields of weather forecasting and fingerprinting. He
discovered statistical rules that revolutionized the methodology of
science. Yet today he is most often remembered for an achievement that
puts him in a decidedly sinister light: he was the father of eugenics,
the science, or pseudoscience, of "improving" the human race by
selective breeding.
A new biography, "Extreme Measures: The Dark Visions and Bright Ideas
of Francis Galton" (Bloomsbury; $24.95), casts the man's sinister
aspect right in the title. The author, Martin Brookes, is a former
evolutionary biologist who worked at University College London's
Galton Laboratory (which, before a sanitizing name change in 1965, was
the Galton Laboratory of National Eugenics). Brookes is clearly
impressed by the exuberance of Galton's curiosity and the range of his
achievement. Still, he cannot help finding Galton a little dotty, a
man gripped by an obsession with counting and measuring that made him
"one of the Victorian era's chief exponents of the scientific folly."
If Brookes is right, Galton was led astray not merely by Victorian
prejudice but by a failure to understand the very statistical ideas
that he had conceived.
Born in 1822 into a wealthy and distinguished Quaker family--his
maternal grandfather was Erasmus Darwin, a revered physician and
botanist who wrote poetry about the sex lives of plants--Galton
enjoyed a pampered upbringing. As a child, he revelled in his own
precocity: "I am four years old and can read any English book. I can
say all the Latin Substantives and Adjectives and active verbs besides
52 lines of Latin poetry. I can cast up any sum in addition and
multiply by 2, 3, 4, 5, 6, 7, 8, 10. I can also say the pence table. I
read French a little and I know the Clock." When Galton was sixteen,
his father decided that he should pursue a medical career, as his
grandfather had. He was sent to train in a hospital, but was put off
by the screams of unanesthetized patients on the operating table.
Seeking guidance from his cousin Charles Darwin, who had just returned
from his voyage on the H.M.S. Beagle, Galton was advised to "read
Mathematics like a house on fire." So he enrolled at Cambridge, where,
despite his invention of a "gumption-reviver machine" that dripped
water on his head, he promptly suffered a breakdown from overwork.
This pattern of frantic intellectual activity followed by nervous
collapse continued throughout Galton's life. His need to earn a
living, though, ended when he was twenty-two, with the death of his
father. Now in possession of a handsome inheritance, he took up a life
of sporting hedonism. In 1845, he went on a hippo-shooting expedition
down the Nile, then trekked by camel across the Nubian Desert. He
taught himself Arabic and apparently caught a venereal disease from a
prostitute--which, his biographer speculates, may account for a
noticeable cooling in the young man's ardor for women.
The world still contained vast uncharted areas, and exploring them
seemed an apt vocation to this rich Victorian bachelor. In 1850,
Galton sailed to southern Africa and ventured into parts of the
interior never before seen by a white man. Before setting out, he
purchased a theatrical crown in Drury Lane which he planned to place
"on the head of the greatest or most distant potentate I should meet
with." The story of his thousand-mile journey through the bush is
grippingly told in this biography. Improvising survival tactics as he
went along, he contended with searing heat, scarce water, tribal
warfare, marauding lions, shattered axles, dodgy guides, and native
helpers whose conflicting dietary superstitions made it impossible to
settle on a commonly agreeable meal from the caravan's mobile larder
of sheep and oxen. He became adept in the use of the sextant, at one
point using it to measure from afar the curves of an especially buxom
native woman--"Venus among Hottentots." The climax of the journey was
his encounter with King Nangoro, a tribal ruler locally reputed to be
"the fattest man in the world." Nangoro was fascinated by the
Englishman's white skin and straight hair, and moderately pleased when
the tacky stage crown was placed on his head. But when the King
dispatched his niece, smeared in butter and red ochre, to his guest's
tent to serve as a wife for the night, Galton, wearing his one clean
suit of white linen, found the naked princess "as capable of leaving a
mark on anything she touched as a well-inked printer's roller . . . so
I had her ejected with scant ceremony."
Galton's feats made him famous: on his return to England, the
thirty-year-old explorer was celebrated in the newspapers and awarded
a gold medal by the Royal Geographical Society. After writing a
best-selling book on how to survive in the African bush, he decided
that he had had enough of the adventurer's life. He married a rather
plain woman from an intellectually illustrious family, with whom he
never succeeded in having children, and settled down in South
Kensington to a life of scientific dilettantism. His true métier, he
had always felt, was measurement. In pursuit of it, he conducted
elaborate experiments in the science of tea-making, deriving equations
for brewing the perfect cup. Eventually, his interest hit on something
that was actually important: the weather. Meteorology could barely be
called a science in those days; the forecasting efforts of the British
government's first chief weatherman met with such ridicule that he
ended up slitting his throat. Taking the initiative, Galton solicited
reports of conditions all over Europe and then created the prototype
of the modern weather map. He also discovered a weather pattern that
he called the "anti-cyclone"--better known today as the high-pressure
system.
Galton might have puttered along for the rest of his life as a minor
gentleman scientist had it not been for a dramatic event: the
publication of Darwin's "On the Origin of Species," in 1859. Reading
his cousin's book, Galton was filled with a sense of clarity and
purpose. One thing in it struck him with special force: to illustrate
how natural selection shaped species, Darwin cited the breeding of
domesticated plants and animals by farmers to produce better strains.
Perhaps, Galton concluded, human evolution could be guided in the same
way. But where Darwin had thought mainly about the evolution of
physical features, like wings and eyes, Galton applied the same
hereditary logic to mental attributes, like talent and virtue."If a
twentieth part of the cost and pains were spent in measures for the
improvement of the human race that is spent on the improvements of the
breed of horses and cattle, what a galaxy of genius might we not
create!" he wrote in an 1864 magazine article, his opening eugenics
salvo. It was two decades later that he coined the word "eugenics,"
from the Greek for "wellborn."
Galton also originated the phrase "nature versus nurture," which still
reverberates in debates today. (It was probably suggested by
Shakespeare's "The Tempest," in which Prospero laments that his slave
Caliban is "A devil, a born devil, on whose nature / Nurture can never
stick.") At Cambridge, Galton had noticed that the top students had
relatives who had also excelled there; surely, he reasoned, such
family success was not a matter of chance. His hunch was strengthened
during his travels, which gave him a vivid sense of what he called
"the mental peculiarities of different races." Galton made an honest
effort to justify his belief in nature over nurture with hard
evidence. In his 1869 book "Hereditary Genius," he assembled long
lists of "eminent" men--judges, poets, scientists, even oarsmen and
wrestlers--to show that excellence ran in families. To counter the
objection that social advantages rather than biology might be behind
this, he used the adopted sons of Popes as a kind of control group.
His case elicited skeptical reviews, but it impressed Darwin. "You
have made a convert of an opponent in one sense," he wrote to Galton,
"for I have always maintained that, excepting fools, men did not
differ much in intellect, only in zeal and hard work." Yet Galton's
labors had hardly begun. If his eugenic utopia was to be a practical
possibility, he needed to know more about how heredity worked. His
belief in eugenics thus led him to try to discover the laws of
inheritance. And that, in turn, led him to statistics.
Statistics at that time was a dreary welter of population numbers,
trade figures, and the like. It was devoid of mathematical interest,
save for a single concept: the bell curve. The bell curve was first
observed when eighteenth-century astronomers noticed that the errors
in their measurements of the positions of planets and other heavenly
bodies tended to cluster symmetrically around the true value. A graph
of the errors had the shape of a bell. In the early nineteenth
century, a Belgian astronomer named Adolph Quetelet observed that this
"law of error" also applied to many human phenomena. Gathering
information on the chest sizes of more than five thousand Scottish
soldiers, for example, Quetelet found that the data traced a
bell-shaped curve centered on the average chest size, about forty
inches.
As a matter of mathematics, the bell curve is guaranteed to arise
whenever some variable (like human height) is determined by lots of
little causes (like genes, health, and diet) operating more or less
independently. For Quetelet, the bell curve represented accidental
deviations from an ideal he called l'homme moyen--the average man.
When Galton stumbled upon Quetelet's work, however, he exultantly saw
the bell curve in a new light: what it described was not accidents to
be overlooked but differences that revealed the variability on which
evolution depended. His quest for the laws that governed how these
differences were transmitted from one generation to the next led to
what Brookes justly calls "two of Galton's greatest gifts to science":
regression and correlation.
Although Galton was more interested in the inheritance of mental
abilities, he knew that they would be hard to measure. So he focussed
on physical traits, like height. The only rule of heredity known at
the time was the vague "Like begets like." Tall parents tend to have
tall children, while short parents tend to have short children. But
individual cases were unpredictable. Hoping to find some larger
pattern, in 1884 Galton set up an "anthropometric laboratory" in
London. Drawn by his fame, thousands of people streamed in and
submitted to measurement of their height, weight, reaction time,
pulling strength, color perception, and so on. Among the visitors was
William Gladstone, the Prime Minister. "Mr. Gladstone was amusingly
insistent about the size of his head . . . but after all it was not so
very large in circumference," noted Galton, who took pride in his own
massive bald dome.
After obtaining height data from two hundred and five pairs of parents
and nine hundred and twenty-eight of their adult children, Galton
plotted the points on a graph, with the parents' heights represented
on one axis and the children's on the other. He then pencilled a
straight line though the cloud of points to capture the trend it
represented. The slope of this line turned out to be two-thirds. What
this meant was that exceptionally tall (or short) parents had children
who, on average, were only two-thirds as exceptional as they were. In
other words, when it came to height children tended to be less
exceptional than their parents. The same, he had noticed years
earlier, seemed to be true in the case of "eminence": the children of
J. S. Bach, for example, may have been more musically distinguished
than average, but they were less distinguished than their father.
Galton called this phenomenon "regression toward mediocrity."
Regression analysis furnished a way of predicting one thing (a child's
height) from another (its parents') when the two things were fuzzily
related. Galton went on to develop a measure of the strength of such
fuzzy relationships, one that could be applied even when the things
related were different in kind--like rainfall and crop yield. He
called this more general technique "correlation."
The result was a major conceptual breakthrough. Until then, science
had pretty much been limited to deterministic laws of cause and
effect--which are hard to find in the biological world, where multiple
causes often blend together in a messy way. Thanks to Galton,
statistical laws gained respectability in science. His discovery of
regression toward mediocrity--or regression to the mean, as it is now
called--has resonated even more widely. Yet, as straightforward as it
seems, the idea has been a snare even for the sophisticated. The
common misconception is that it implies convergence over time. If very
tall parents tend to have somewhat shorter children, and very short
parents tend to have somewhat taller children, doesn't that mean that
eventually everyone should be the same height? No, because regression
works backward as well as forward in time: very tall children tend to
have somewhat shorter parents, and very short children tend to have
somewhat taller parents. The key to understanding this seeming paradox
is that regression to the mean arises when enduring factors (which
might be called "skill") mix causally with transient factors (which
might be called "luck"). Take the case of sports, where regression to
the mean is often mistaken for choking or slumping. Major-league
baseball players who managed to bat better than .300 last season did
so through a combination of skill and luck. Some of them are truly
great players who had a so-so year, but the majority are merely good
players who had a lucky year. There is no reason that the latter group
should be equally lucky this year; that is why around eighty per cent
of them will see their batting average decline.
To mistake regression for a real force that causes talent or quality
to dissipate over time, as so many have, is to commit what has been
called "Galton's fallacy." In 1933, a Northwestern University
professor named Horace Secrist produced a book-length example of the
fallacy in "The Triumph of Mediocrity in Business," in which he argued
that, since highly profitable firms tend to become less profitable,
and highly unprofitable ones tend to become less unprofitable, all
firms will soon be mediocre. A few decades ago, the Israeli Air Force
came to the conclusion that blame must be more effective than praise
in motivating pilots, since poorly performing pilots who were
criticized subsequently made better landings, whereas high performers
who were praised made worse ones. (It is a sobering thought that we
might generally tend to overrate censure and underrate praise because
of the regression fallacy.) More recently, an editorialist for the
Times erroneously argued that the regression effect alone would insure
that racial differences in I.Q. would disappear over time.
Did Galton himself commit Galton's fallacy? Brookes insists that he
did. "Galton completely misread his results on regression," he argues,
and wrongly believed that human heights tended "to become more average
with each generation." Even worse, Brookes claims, Galton's
muddleheadedness about regression led him to reject the Darwinian view
of evolution, and to adopt a more extreme and unsavory version of
eugenics. Suppose regression really did act as a sort of gravity,
always pulling individuals back toward the average. Then it would seem
to follow that evolution could not take place through a gradual series
of small changes, as Darwin envisaged. It would require large,
discontinuous changes that are somehow immune from regression to the
mean. Such leaps, Galton thought, would result in the appearance of
strikingly novel organisms, or "sports of nature," that would shift
the entire bell curve of ability. And if eugenics was to have any
chance of success, it would have to work the same way as evolution. In
other words, these sports of nature would have to be enlisted to
create a new breed. Only then could regression be overcome and
progress be made.
In telling this story, Brookes makes his subject out to be more
confused than he actually was. It took Galton nearly two decades to
work out the subtleties of regression, an achievement that, according
to Stephen M. Stigler, a statistician at the University of Chicago,
"should rank with the greatest individual events in the history of
science--at a level with William Harvey's discovery of the circulation
of blood and with Isaac Newton's of the separation of light." By 1889,
when Galton published his most influential book, "Natural
Inheritance," his grasp of it was nearly complete. He knew that
regression had nothing special to do with life or heredity. He knew
that it was independent of the passage of time. Regression to the mean
held even between brothers, he observed; exceptionally tall men tend
to have brothers who are somewhat less tall. In fact, as Galton was
able to show by a neat geometric argument, regression is a matter of
pure mathematics, not an empirical force. Lest there be any doubt, he
disguised the case of hereditary height as a problem in mechanics and
sent it to a mathematician at Cambridge, who, to Galton's delight,
confirmed his finding.
Even as he laid the foundations for the statistical study of human
heredity, Galton continued to pursue many other intellectual
interests, some important, some merely eccentric. He invented a pair
of submarine spectacles that permitted him to read while submerged in
his bath, and stirred up controversy by using statistics to
investigate the efficacy of prayer. (Petitions to God, he concluded,
were powerless to protect people from sickness.) Prompted by a
near-approach of the planet Mars to Earth, he devised a celestial
signalling system to permit communication with Martians. More
usefully, he put the nascent practice of fingerprinting on a rigorous
basis by classifying patterns and proving that no two fingerprints
were exactly the same--a great step forward for Victorian police work.
Galton remained restlessly active through the turn of the century. In
1900, eugenics received a big boost in prestige when Gregor Mendel's
work on heredity in peas came to light. Suddenly, hereditary
determinism was the scientific fashion. Although Galton was now
plagued by deafness and asthma (which he treated by smoking hashish),
he gave a major address on eugenics in 1904. "What nature does
blindly, slowly, and ruthlessly, man may do providently, quickly, and
kindly," he declared. An international eugenics movement was springing
up, and Galton was hailed as its hero. In 1909, he was honored with a
knighthood. Two years later, at the age of eighty-eight, he died.
In his long career, Galton didn't come close to proving the central
axiom of eugenics: that, when it comes to talent and virtue, nature
dominates nurture. Yet he never doubted its truth, and many scientists
came to share his conviction. Darwin himself, in "The Descent of Man,"
wrote, "We now know, through the admirable labours of Mr. Galton, that
genius . . . tends to be inherited." Given this axiom, there are two
ways of putting eugenics into practice: "positive" eugenics, which
means getting superior people to breed more; and "negative" eugenics,
which means getting inferior ones to breed less. For the most part,
Galton was a positive eugenicist. He stressed the importance of early
marriage and high fertility among the genetic élite, fantasizing about
lavish state-funded weddings in Westminster Abbey with the Queen
giving away the bride as an incentive. Always hostile to religion, he
railed against the Catholic Church for imposing celibacy on some of
its most gifted representatives over the centuries. He hoped that
spreading the insights of eugenics would make the gifted aware of
their responsibility to procreate for the good of the human race. But
Galton did not believe that eugenics could be entirely an affair of
moral suasion. Worried by evidence that the poor in industrial Britain
were breeding disproportionately, he urged that charity be redirected
from them and toward the "desirables." To prevent "the free
propagation of the stock of those who are seriously afflicted by
lunacy, feeble-mindedness, habitual criminality, and pauperism," he
urged "stern compulsion," which might take the form of marriage
restrictions or even sterilization.
Galton's proposals were benign compared with those of famous
contemporaries who rallied to his cause. H. G. Wells, for instance,
declared, "It is in the sterilisation of failures, and not in the
selection of successes for breeding, that the possibility of an
improvement of the human stock lies." Although Galton was a
conservative, his creed caught on with progressive figures like Harold
Laski, John Maynard Keynes, George Bernard Shaw, and Sidney and
Beatrice Webb. In the United States, New York disciples founded the
Galton Society, which met regularly at the American Museum of Natural
History, and popularizers helped the rest of the country become
eugenics-minded. "How long are we Americans to be so careful for the
pedigree of our pigs and chickens and cattle--and then leave the
ancestry of our children to chance or to `blind' sentiment?" asked a
placard at an exposition in Philadelphia. Four years before Galton's
death, the Indiana legislature passed the first state sterilization
law, "to prevent the procreation of confirmed criminals, idiots,
imbeciles, and rapists." Most of the other states soon followed. In
all, there were some sixty thousand court-ordered sterilizations of
Americans who were judged to be eugenically unfit.
It was in Germany that eugenics took its most horrific form. Galton's
creed had aimed at the uplift of humanity as a whole; although he
shared the prejudices that were common in the Victorian era, the
concept of race did not play much of a role in his theorizing. German
eugenics, by contrast, quickly morphed into Rassenhygiene--race
hygiene. Under Hitler, nearly four hundred thousand people with
putatively hereditary conditions like feeblemindedness, alcoholism,
and schizophrenia were forcibly sterilized. In time, many were simply
murdered.
The Nazi experiment provoked a revulsion against eugenics that
effectively ended the movement. Geneticists dismissed eugenics as a
pseudoscience, both for its exaggeration of the extent to which
intelligence and personality were fixed by heredity and for its
naïveté about the complex and mysterious ways in which many genes
could interact to determine human traits. In 1966, the British
geneticist Lionel Penrose observed that "our knowledge of human genes
and their action is still so slight that it is presumptuous and
foolish to lay down positive principles for human breeding."
Since then, science has learned much more about the human genome, and
advances in biotechnology have granted us a say in the genetic makeup
of our offspring. Prenatal testing, for example, can warn parents that
their unborn child has a genetic condition like Down syndrome or
Tay-Sachs disease, presenting them with the agonizing option of
aborting it. The technique of "embryo selection" affords still greater
control. Several embryos are created in vitro from the sperm and the
eggs of the parents; these embryos are genetically tested, and the one
with the best characteristics is implanted in the mother's womb. Both
of these techniques can be subsumed under "negative" eugenics, since
the genes screened against are those associated with diseases or,
potentially, with other conditions that the parents might regard as
undesirable, such as low I.Q., obesity, same-sex preference, or
baldness.
There is a more radical eugenic possibility on the horizon, one beyond
anything Galton envisaged. It would involve shaping the heredity of
our descendants by tinkering directly with the genetic material in the
cells from which they germinate. This technique, called "germline
therapy," has already been used with several species of mammals, and
its proponents argue that it is only a matter of time before human
beings can avail themselves of it. The usual justification for
germline therapy is its potential for eliminating genetic disorders
and diseases. Yet it also has the potential to be used for
"enhancement." If, for example, researchers identified genes linked
with intelligence or athletic ability, germline therapy could give
parents the option of souping up their children in these respects.
Galtonian eugenics was wrong because it was based on faulty science
and carried out by coercion. But Galton's goal, to breed the barbarism
out of humanity, was not immoral. The new eugenics, by contrast, is
based on a relatively sound (if still largely incomplete) science, and
is not coercive; decisions about the genetic endowment of children
would be left up to their parents. It is the goal of the new eugenics
that is morally cloudy. If its technologies are used to shape the
genetic endowment of children according to the desires--and financial
means--of their parents, the outcome could be a "GenRich" class of
people who are smarter, healthier, and handsomer than the underclass
of "Naturals." The ideal of individual enhancement, rather than
species uplift, is in stark contrast to the Galtonian vision.
"The improvement of our stock seems to me one of the highest objects
that we can reasonably attempt," Galton declared in his 1904 address
on the aims of eugenics. "We are ignorant of the ultimate destinies of
humanity, but feel perfectly sure that it is as noble a work to raise
its level . . . as it would be disgraceful to abase it." Martin
Brookes may be right to dismiss this as a "blathering sermon," but it
possesses a certain rectitude when set beside the new eugenicists'
talk of a "posthuman" future of designer babies. Galton, at least, had
the excuse of historical innocence.
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