Yesterday's Banner
News quotes Dr.
Anders Ericsson saying that anyone should be able to attain
prodigy-level performance in his discipline of choice. "This
may seem to be easily refuted by popular legends about geniuses
such as Mozart, Paganini and Gauss,
which report that they all showed exceptional skills in early
childhood before receiving a shred of formal instruction. But
Dr Ericsson points out that most of these stories are, indeed,
legends." A few comments are in order. Legend or not, the
precocities of the children described in "Mirror, mirror,
on the wall... " are real, and they're more precocious than
Gauss. Nor are they a product of their parents. "Genius will
out" even when these children are adopted shortly after birth,
and are given little or no encouragement by their foster parents.
I had a friend in high school who, as a child, never knew his
father's side of the family from whom his intelligence sprang.
One day, when he was three-and-a-half, his maternal uncle said,
"I wonder what the weather's going to be tomorrow?"
My three-and-a-half-year-old friend said, "The newspaper
says there will be inclement weather." That was when his
mother's side of the family learned that he had taught himself
to read. I know another phenomenal individual who was adopted
shortly after birth. His foster-parents were stunned when he began
to talk at 5 months, to read signs at 9 months, books at 15 months,
and French at age three. His foster-parents were afraid to encourage
this precocity because of stories they'd read about parents pushing
their children. In her book, "Gifted
Children: Myths and Realities", Ellen Winner tells
about three children, two of whom were artistic prodigies. The
third loved to draw as much as the two prodigies, but--
Dr.
Winner cites the intriguing case of Charles, versus Eitan and
Peter. All three boys were obsessed with drawing. However, Eitan
and Peter were artistic prodigies, far ahead of their years, whereas
Charles, in spite of all the drawing he did, never exceeded the
norms for his age group."
With respect to the trainability of digit
recall, Dr. Sam Renshaw (the "Dr. Renshaw" in James
Thurber's "The Secret Life of Walter Mitty") had trained
a couple of his Ohio State graduate students to remember more
than 30 digits before I knew him in the early 50's. In the discussion
of the Stanford Binet test that I read in 1945, it was observed
that memory span for digits has a low correlation with IQ, but
was included in the test because it's so easy to measure and it's
not as culturally linked as some of the S-B's other items. (IQ
tests are comprised of items that, individually, don't correlate
terribly well with overall IQ, but that, in the aggregate, give
a considerably better picture of innate learning and problem-solving
ability. This is understandable because different sub tests measure
different secondary components of intelligence.)
In his book, "Genius", pp. 69-74,
Dr. Hans Eysenck discusses the trainability of memory span for
digits and words. Dr. Eysenck says, "...few people can repeat
more than 9 digits, letters, or words. Yet quite average IQ people
can be taught to succeed at levels 20 S. D.'s above this level,
equalling IQ levels of 400 or thereabouts!" He then cites
six studies, beginning with those of Baltes and Kliegl (1982),
"Plasticity and enhancement of intellectual Functioning
to old age", in F. Kraik and S. E. Tretub, Aging and
Cognitive Processes, pp. 353-89, New York, Plenum Press. The
training techniques employed use either the association of numbers
with non-numerical facts or objects or "helping the subject
remember the actual sequence of the 'chunks reproduced",
both of which are based upon the Method of Loci, "differing
mainly in the amount of permanent knowledge they require"
(p. 70).
"The sequential chunking of digits into
historical events.(or concrete nouns) and the formation of images
or thought associations between these to-be-remembered items and
their corresponding landmarks does not put a heavy burden on working-memory
subsystems such as the rehearsal loop or visuospatial scratch-pad
(Baddeley, A. D., 1983, Working memory, Philosophical Transactions
of the Royal Society of London, B302, 311-24).Only
central executive functions which serve to integrate relevant
knowledge are required. . Therefore, in the present models, expertise
in memory span is not constituted by increasing short-term or
working memory, but by invoking long-term memory encoding processes
and permanent knowledge during encoding (as proposed by Chase
and Ericsson, 1982, "Skill and Working Memory", in G.
W. Bower, The Psychology of Learning and Motivation, Vol.16,
Academic Press, New York). Once the memory experience has been
acquired, capacity limitations in working memory functioning (e.
g., in the capacity of the central executive to integrate short-term
memory (STM) and long-term memory (LTM) processes) can be probed,
for example, by manipulating the rate at which items to-be-remembered
are presented (e. g. reducing presentation rates). Such a probe
technique illustrates one theory-guided implementation of the
testing-the-limits strategy.
"The results of such training, continued
over lengthy periods, can be outstanding, depending upon the duration
of training. ...Later studies used over 250 practice sessions
with two subjects who achieved a digit spans of 82 and 68 respectively.
"Thus, given suitable training, perfectly
ordinary people with ordinary IQs can achieve extraordinary results
with minimal training. It is not difficult to see that the alleged
extraordinary feats of race-track tipsters and others, achieved
over many years of practice (rather than hours) appear remarkable,
and are not correlated with IQ. The application of everyday training
and reward can never be compared with unpractised achievements,
like the digit span test."
Dr, Eysenck discusses "Z", a
musical idiot savant, who practised nine hours a day, and who
had extraordinary musical knowledge and skills. He goes on to
say,
"Again, musical ability of the executive
kind is largely separate from IQ, i. e., the ability to think
abstractly, to learn easily and solve cognitive problems."
Dr. Eysenck mentions Luria's study of
S. V. Sherewshewski, and "Hunter's account of the British
mathematician, C. Aitken". He says,
"Numbers to devoted mathematicians
are not just sequences of digits, as they might be to most people;
they acquire individuality, and are remembered, and used, as such.
Mathematicians do not have to be taught the tricks used by Baltes
and his colleagues; the knowledge of chunks, automatization and
the development of strategies develop automatically, based upon
high motivation and long periods of intensive learning and motivation.
"In the same way, chess masters do
not deal with the individual places of the pieces, but with positions,
i. e., chunks involving many pieces simultaneously. Thus when
pieces are distributed randomly on the chess board, and subjects
are allowed to view them for a limited period, chess masters are
no better than others at remembering the positions occupied by
the pieces. But if the pieces actually illustrate meaningful positions,
chess masters produce very much higher scores. To them this is
not a meaningless collection of so many different pieces, but
the position arrived at after 25 moves in the Capablanca-Tartakover
match of 1925. Thus they have to remember one item, not hundreds,
as must the unfortunate novice.
"Some 50,000 chunks, about the same
magnitude as the recognition vocabulary of college-educated readers*, may be required
for expert mastery of a given field. The highest achievement in
scientific disciplines, however, may require a memory store of
a million chunks--probably the equivalent of 70 hours of concentrated
effort each week for a decade even for a talented scholar. Without
chunking, the whole process would be utterly impossible.
"Child prodigies and exceptionally
early achievers, to quote the title of an interesting book by
Radford (1990, ), seem to be able to curtail this prolonged expenditure
of mental energy; a Mozart, Newton, or Einstein, by combining
outstandingly high IQ, special abilities, motivation and creativity
may get by with less, and achieve outstanding success at an extraordinarily
early age. But even for them a long period of information acquisition
is needed before creativity can emerge to restructure the chunks
now available. Because not only do we have to transmute the material
in question into chunks, these chunks themselves are tied together
with pretty pink ribbons, and the most difficult task of the genius
is to undo these ties, and fit the chunks together in a different
pattern.
"To summarise, intelligence, which
may be defined as innate, general cognitive ability, is a necessary
but not a sufficient factor in the genesis of genius. Special
abilities (verbal, visuo-spatial, numerical, musical, etc.), persistence,
personality qualities and other factors are also required, and
probably interact synergistically (multiplicatively) with intelligence,
thus producing the typically J-shaped curved distribution of eminence
defined in terms of achievement--very few geniuses, a small number
of eminent people, and a large number of ordinary people with
no claims to eminence. Precise IQ values of geniuses studied in
the past should not be taken too seriously; there are many reasons
to doubt their accuracy or meaningfulness. However, the fact of
unusually high intelligence in these people cannot be doubted,
even if no precise estimate can be given. The existence of large
numbers of very high IQ people who are very far from being geniuses
demonstrate the fact that factors other than IQ play a large part
in producing the geniuses."
*
- Dr. Eysenck's vocabulary guideline of 50,000 words of recognition
vocabulary for college graduates seems high to me. Of course,
in England, in the 50's, only about 2% of the population graduated
from college. Still, my estimate of the vocabulary of the
average individual (IQ = 100) would be about 25,000 to 30,000
words, based upon a tabulation of the words in the Webster Collegiate
Dictionary, and for the average U. S. college graduate, might
be 35,000 to 40,000. For example, opening that dictionary to page
800, I find:nitrogen narcosis, nitrogen trichloride, nitroglycerin,
nitros- or nitroso, nitrosamine, nitrous, nitrous acid,
nitrous oxide, nitty-gritty, nitwit, nix, nix, nix, nix, nixie,
Nixie, nizam, no, no, no, no, Noh, no-account, Noachian, Noah,
nob, nobble, nobby, Nobelist, nobellium, nobility, noble, noble,
noble gas, nobleman, noblesse oblige, noblewoman, nobody, nocent,...
In looking at these words, one sees multiple entries for similar
words, like noble, nobility, nobleman, and noblewoman,
so the number of independent root words may be quite a bit smaller
than the number of dictionary entries that one can recognise.
Another way to size this is to consider the 3,500 key words listed
in Barron's "How to Prepare for the SAT I (More than 5,000,000
copies sold)". The pre-1995 SAT went up to a deviation IQ
of 168, and the re-centered SAT probably has a ceiling in the
upper 150's. A list of the words on Page 200 yields latitude,
laud, lavish, lax, leaven, lechery, leery, legacy, legend, legerdemain,
leniency, lethargic, levitate, levity, levy, lewd, lexicographer,
lexicon, liability, liaison, lbel, libretto, licentious, lilliputian,
limber, limpid, linchpin, lineage... One telling point: since
most of our printed material is aimed toward people with IQ's
in the 100-120 range, vocabulary choices that lie outside this
range must needs be few and far between. It must be quite challenging
to build an abnormally large vocabulary in a restricted cultural
ambiance. I would guess that vocabulary size relates to IQ in
an approximately linear fashion, but because of the rapid roll-off
in frequency of occurrence of words that are less-commonly used,
the underlying difficulty of acquiring a large vocabulary may
be an exponential function of the "difficulty" (infrequency
of appearance) of the words involved.
It would be interesting to know how general
knowledge varies with IQ. Here, although there's "common
knowledge", there's no well-defined lexicon the way there
is with words.
A related topic is that of speed of learning.
Dr. Arthur Jensen, in his book, "The g Factor", Praeger,
Westport, CT, London, 1998, p. 274, says,
"It is well-known that different
individuals need very different amounts of time to learn something
to the same level of mastery, and some individuals are able to
learn things that other individuals, given the same conditions
of learning, are not able to learn at all.
"Some people acquire knowledge (i.
e., learning what) and skills (i. e., learning how) some ten
to twenty times faster than others. In a typical school situation,
the fastest learners acquire knowledge and skills some five
times faster than the slowest learners. By the time students
reach their last year in high school, there are some who are still
having seemingly insurmountable trouble with long division and
fractions while some others are learning calculus These differences
cannot be attributed merely to differences in opportunity, interest,
or motivation. Laboratory experiments, in which the conditions
of learning are highly controlled, have shown that individuals
differ in the upper limit of complexity of the tasks or concepts
that they are able to learn to a criterion of mastery, given
any amount of time.(!)"
On page 276, Dr. Jensen has written
"Certain kinds of learning tasks,
of course, are more g-loaded than others. Concept learning and
the acquisition of learning sets )i. e., generalised learning-to-learn),
for example, are more g loaded than rote learning, trial-and-error
learning, and perceptual motor skills learning.
Dr. Jensen also mentions studies performed
in the 1940s that looked for correlations between IQ and total-time-to-learn.
These studies showed low correlations (and in some cases, negative
correlations), but it's now understood that this was because the
tests measured the subjects' abilities to rote-mechanically learn
nonsense syllables, and because the tests employed "gain
scores", defined as the number of trials required to master
the problem (a statistically problematical procedure). Later studies,
based upon school learning situations and meaningful material
revealed the dramatic differences cited above. Bright students
basically teach themselves by rapidly educing relationships that
less-intelligent students infer slowly, if at all.
In my own experience, I learn best when
I have a framework or "filing system" set up for knowledge
of any particular sort, that involves patterns and conceptual
frameworks anchored with otherwise-disparate facts. Of course,
disparate facts provide the working material for "aha!"
moments and the intercorrelations that lead to working models.
So how are we to put this all together?
(1) In his book "Straight Talk About Mental Tests",
The Free Press Division of Macmillan Publishing Company, 1982,
pg.31, Dr. Jensen says that there is practically no relationship
between the learning of simple motor skills and IQ. Similarly,
where students have to fall back on trial-and-error, there is
little difference in learning time between fast learners and slow
learners.
(2) learning-speed ratios as high as 20-to-1 may be
found between the fastest learners and slow learners in the development
of conceptual understanding, and the construction of knowledge
frameworks. (In other words, learning speeds are improving exponentially
(?) with rising IQ.
(3) There are relationships and insights that the brightest
among us will perceive that others of us will never correctly
apprehend. (We may get the wrong answer.)
In other words, it would seem to me as
though it's in the areas of conceptual learning and problem-solving
that intelligence particularly makes its presence known.
What might this mean about the mastery
of a field? To me, it suggests that given sufficient long-term
effort and focus, someone with a somewhat-above-average mentality
can master the field at the journeyman level. In fields that require
the rote-mechanical learning of new information, intelligence
would not be as important as in, perhaps, mathematics and physics.
On the other hand, someone who's brighter could learn faster,
and will be best able to generate the leaps of intuition and the
meaningful connections that are so important to human progress.
Of course, I would expect other traits
to play crucial roles, such as persistence and focus. It takes
awhile to gain the background to effect blazing leaps of intuition.
It's also important to back up when you've made a mistake, to
learn the literature in your chosen field, and to avoid an I-know-it-all
attitude when, in fact, you don't.
Dr. Ericsson knows all of this, too. It
would be interesting to explore this further with him, as well
as with his critics.