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Tuesday, July 15, 2008
In the post below, Colder climates favor civilization even among Whites alone, I made a few comments about possible differences between Germans in Illinois and Germans in Texas, based on nothing much more than a hunch. I trust my hunches, but there's no reason you should, so I decided to see if there was anything here in regards to my assumption about interregional differences in intelligence and how they might track across ethnic groups. So of course I went to the GSS website, and checked the mean WORDSUM scores of various white ethnic groups broken down by region. I specifically focused on whites who stated that their ancestors were from England & Wales, Germany and Ireland. My reasoning is that these are three groups with very large N's within the GSS sample and they are well represented across the regions in absolute numbers. My main motivation was see if the differences across regions were similar for all three groups. Here are the states for each region (the Census made up these categories):New England - Maine, New Hampshire, Vermont, Massachusetts, Rhode Island, Connecticut Middle Atlantic - New York, New Jersey, Pennsylvania East North Central - Ohio, Indiana, Illinois, Michigan, Wisconsin West North Central - Minnesota, Iowa, Missouri, North Dakota, South Dakota, Nebraska, Kansas South Atlantic - Delaware, Maryland, District of Columbia, Virginia, West Virginia, North Carolina, South Carolina, Georgia, Florida East South Central - Kentucky, Tennessee, Alabama, Mississippi West South Central - Arkansas, Louisiana, Oklahoma, Texas Mountain - Montana, Idaho, Wyoming, Colorado, New Mexico, Arizona, Utah, Nevada Pacific - Washington, Oregon, California, Alaska, Hawaii Obviously the breakdown isn't ideal. I think Delaware and Maryland arguably should be Mid-Atlantic. I also believe that Wisconsin is more plausibly in the West North Central than Missouri or Kansas is. But those are the regional breakdowns and I can't do anything about them. So, WORDSUM is a vocabulary test on a 0-10 scale. For the whole GSS sample the mean was 6.00, with 1 standard deviation being 2.16. Below is a chart which shows the relationship between WORDSUM scores (Y axis) for various regions (X axis) for each of the three ethnic groups: ![]() The tables below are pretty self-explanatory. At the top you see the mean WORDSUM scores for each ethnic group for each region. I put the N's in there as well so you can see that the sample sizes were pretty big. Note that there is more interregional variation within an ethnic group than there is interethnic variation within a region (the standard deviation across the columns is 50% bigger than across the rows). Just to be clear, I also included some tables which show the differences in WORDSUM mean scores between the regions like so: (row - column) = value.
Labels: civilization, climate, crime, education, IQ, true redneck stereotypes
Colder climates favor civilization even among Whites alone
posted by agnostic @ 7/15/2008 02:12:00 AM
Last year I had a crazy idea about how winged insects might influence civilization. I only pointed to winged insects as an exemplar, not to suggest a "Mosquito Theory of History" or something stupid and sexy like that. The reasoning is simple: insects are more likely to be winged in certain climates, and that means more effective vectors of disease in such environments; and a greater disease burden makes you dumber, more tired, and more irritable, which stunts the growth of civilization. [1] A qualitative follow-up post looked at where civilizations have ever appeared, and in what climate types they existed.
Well, now I've done some quantitative work, and it turns out that I was right. One critique against an international study is that natural selection may have adapted people to be more or less civilized in different environments, so that the only influence of climate is as a selection pressure for genetic change. There are at least two such studies already out there: one by Templer & Arikawa (2006) and another by Vanhanen (2004). I'm arguing that it matters even when people start out pretty much the same genetically, so I will look just at the US. It varies enough in climate and degree of civilization that any correlation should jump out. Motivation In particular, I will look at the correlation, on the level of states, between average annual temperature and the average IQ of Whites, post-secondary degrees awarded to Whites per capita, and the percent of the White population that's imprisoned. I only look at Whites in order to avoid the confound of climate with racial composition (for example, the cold Mountain states are heavily White, while Blacks make up a larger fraction in the hot Southeast). The reason I look at basic measures like IQ or being in jail, as opposed to the loftier things we associate with civilization, is that smarts is the key determinant of propelling the institutions of civilization forward, while crime gives us a good rough idea of how barbaric we are on a personal level. I'm sure that governments can improve or screw things up too, but it's the raw cognitive and behavioral materials that matter most, as Lynn and Varhanen show in IQ and the Wealth of Nations (see all GNXP posts on this topic). Moreover, studies of representative samples of the population always show a strong influence of IQ on how cultured a person is. See, for example, a National Endowment for the Arts report on the demographics of arts attendees (PDF p. 19), which shows that attendance increases nearly monotonically by education level. The results As you can see, hotter average temperature is associated with lower White IQs, fewer degrees being awarded to Whites per capita, and a higher percentage of the White population being imprisoned. The relationship looks pretty linear in each case, and the data are on an interval scale, so we check the Pearson correlation coefficient: between White IQ and temperature, it is -0.48 (p = 0.0005, two-tailed); between degrees to Whites and temperature, it is -0.57 (p = 0.00002, two-tailed); and between percent of Whites in jail and temperature, it is +.40 (p = 0.005, two-tailed). Even conservatively correcting for three independent hypotheses still leaves all results significant (and IQ and getting a college degree are not even independent). At any rate, average temperature accounts for 23%, 32%, and 16% of the variance in White IQ, degrees to Whites, and percent of Whites in jail, respectively -- pretty damn good for social science. [2] Methods I took the average annual temperature for each of the 48 continental states (Alaska and Hawaii were not included in the source, so I left them out). Next, I used Audacious Epigone's estimates of White IQ by state, which are based on NAEP data from 8th grade math and science test scores (read about his methods here). I turned to Statemaster.com for the per capita number of post-secondary degrees awarded to Whites. For the number of Whites in prison per 100K Whites in the state's population, I used the data from 1997 in a study by the National Center on Institutions and Alternatives (PDF here), which separates non-Hispanic Whites from Hispanics, unlike most crime data from government agencies. [3] Discussion Here, correlation probably is causation, as climate precedes the other three variables in causality, and again because these are unlikely to be genetic differences that reflect adaptation to different environments -- one of the few cases where natural selection "has not had enough time." An objection is that the differences could reflect a "brain drain," whereby smart people flock to colder states, and their smart children boost the state's NAEP scores. Even in this case, where climate does not cause group differences in IQ, it still confirms the hypothesis that colder climates favor civilization -- why else would smarties flock there? But I doubt this anyway, since Montana, Wyoming, and North and South Dakota are not exactly fonts of civilization that smarties pour into, yet they have White IQs on par with the highly developed New York City metro area. If it is causation, as seems likely, the mechanism could be anything. Pathogen load is surely part of it, hence the fields of study called "tropical disease" and "tropical medicine." Also, you might sweat too much in hotter environments, bringing you closer to dehydration. As mild as these effects may seem, when accumulated over the course of development, they could result in your body spending more resources on bodily maintenance than on luxury items like IQ and toil. Heat could also just make you more fatigued -- that wouldn't affect IQ, but it would affect your work ethic, making you less likely to complete college and more likely to pursue quick fixes like crime to get what you want. The correlation is stronger for getting a college degree than performance on 8th grade math and science tests, and that could be because college work is more g-loaded, because it also taps into work ethic aside from IQ, and because out-of-staters show up in the college figures but not the 8th grade figures. As tough as the environment may seem to natives, it must seem unbearable to college students raised in a different climate. To the best of my knowledge, as the saying goes, this is the first demonstration of an association between climate type and IQ, civilization-related achievement, and crime, even among a population that's pretty homogenous genetically (for the traits of interest, at least). Even what genetic diversity there is among Whites would underestimate the effect -- Whites adapted to hotter environments, such as Italians and Greeks, are far more concentrated in the colder states within the US. To put the final nail in the coffin, though, you'd want to look at babies of Whites who are adopted into White families in a state of noticeably different temperature than that of the biological parents. Still, it seems pretty unavoidable: hotter environments are less conducive to civilization, at least for Whites, and not just in extreme cases like the failed attempt to colonize sub-Saharan Africa. Civilization may have started in hot areas, but that was then. It apparently flourishes much more in colder climates. Just as we provide iodine in table salt to prevent a nutrient deficiency from lowering IQ, it might be just as well to encourage people to settle colder areas. It's not like they'd be abandoning civilization -- just the opposite. They could take their accents, music, and whatever else with them, but they would not suffer the environmental insults that lower their group's IQ, lower their ability to get a college degree, and make them more likely to commit crime. Fortunately for them -- and unfortunately for current residents -- the Mountain states have incredibly low population densities and could absorb some Whites from hotter states. That would certainly burden the locals for a generation, but again since lower White IQ in the Southeast is probably due to largely treatable environmental causes, it won't take long for them to contribute as citizens on the same level as the locals. Notes [1] Underlying this is likely a tendency for all sorts of things to be more migratory in such environments -- winged insects were chosen because there's lots of solid data to illustrate the point. Basically, environments that are highly unstable favor migratory features since your environment may go from good to bad from one day to the next, or from one spot to the next -- and being able to quickly move on to greener pastures will be well worth it. When environmental quality does not change much in space or time, then the expensive wings (or whatever) will not pay off. [2] If you don't have statistical software, you can do a lot for free on Wessa.net, including correlation. [3] Although I didn't run a test of normality on the distributions for temperature, iq, degrees, or crime, I did check the skewness of all, and only crime was significantly skewed: for crime, skewness is +2.1 standard errors of skewness (SES); for temperature, +1.24 SES; for degrees, +0.35 SES; and for IQ, -1.51 SES. Addendum from Razib: I put up a related post at my other weblog. Labels: civilization, climate, crime, education, IQ, true redneck stereotypes
Wednesday, May 14, 2008
A study on the correlation between IL1RAPL1 and human cognitive ability:
This study aimed to investigate the effects of IL1RAPL1 on the human cognitive ability...Results indicated that genotypes of DXS1218, DXS9896 and rs12847959 were associated with memory/concentration factor intelligence quotient (IQ)...DXS1218 also associated with full IQ, verbal IQ, and performance IQ...rs12847959 were related to verbal comprehension factor and perceptual organization factor IQ...Further study on rat brain revealed that Il1rapl was mainly expressed in memory/concentration-associated encephalic regions, such as hippocampus, dentate fascia, osmesis perithelium, and piriform cortex. mRNA expression levels of Il1rapl in brains of rats with different learning and memory abilities showed significant difference. Combined data suggested that IL1RAPL1 affected human cognitive ability to some extent, especially the memory and concentration capability. Check out the HapMap on that SNP. Remember to wait up on reproducibility here. Sandy has a longer post addressing the radioactivity of such research (obviously he is lying when he says he's an anthropologist; doesn't pass the smell test). Labels: IQ
Sunday, November 25, 2007
Linguist: I can use R, you can't. Thus, your motives are questionable. QED.
posted by p-ter @ 11/25/2007 09:18:00 AM
Mark Liberman at Language Log (a blog which I very much enjoy, I should point out) approvingly links to Cosma Shalizi's rant against Slate for publishing a series of articles on race and IQ. His conclusion:
So to start with, you should ask yourself whether you can define and calculate the variance of a set of numbers, or the correlation between two sequenccs of numbers. If not, then read the (linked) wikipedia articles -- and spend a little time playing with the concepts in the context of an interactive program like R. Once you've paid that entry fee, read Cosma's posts. (It's more fun that you might think -- I especially recommend the discussion of the heritability of zip codes, and you could go back and read the prequel about the heritability of accent.) And then go through William Saletan's articles, and decide for yourself what they mean about the abilities and motivations of the writer and his editors.It's amazing how quickly people go from simple disagreement to armchair psychologist mode; a little perspective is in order here. Dr. Liberman assumes that Cosma concludes that heritability estimates are worthless. This is not the case. Cosma points out that estimating heritability involves making assumptions that are often incorrect, but (I feel like I've said this many times before) all models are wrong, but some are useful. And buried in his prose (which contains many important, ill-understood points about the estimation of heritability), he cites a nice paper on the heritability of IQ, which concludes for a narrow-sense heritability of ~0.34 (that is, additive genetic factors account for ~34% of the variance in IQ, see the linked post). Cosma wants to add additional parameters to this model before he makes any definitive statements, but he can't bring himself to treat IQ differently than other traits: If you put a gun to my head and asked me to guess [whether there are genetic variants that contribute to IQ], and I couldn't tell what answer you wanted to hear, I'd say that my suspicion is that there are, mostly on the strength of analogy to other areas of biology where we know much more. I would then - cautiously, because you have a gun to my head - suggest that you read, say, Dobzhansky on the distinction between "human equality" and "genetic identity", and ask why it is so important to you that IQ be heritable and unchangeable.So if he had to guess, there is probably a genetic component to IQ, environment also plays a role, and human equality is not dependent on genetic identity. Seriously, read Saletan's column--these are exactly his points! Referring back to my point about the utility of incorrect models, it's worth noting that, if you don't accept any of the heritability estimates proposed in humans, you're rejecting that any trait could be determined to have a genetic component before, oh, 2001. I don't think that's a good idea, and here's why: the heritability of type II diabetes was estimated at a "mere" 0.25 (using all those horribly flawed methods, and including, since it is a dichotomous trait, even more assumptions); now molecular studies have identified at least 9 loci involved in the disease. The heritability of Type I diabetes was estimated at about 0.88; now, there are 10 loci undoubtably associated with the disease. There are other examples, and more sure to come, but suffice it to say that heritability studies, with all their seemingly ridiculous assumptions, are not worthless. Now look to Cosma's post on g. Again, this time in the footnotes, we see something in line with Saletan's article. Referring to the observation by economist Tyler Cowen that some people he knew in a village in Mexico were smart in ways not measureable by IQ tests, he writes: Cowen points out behaviors which call for intelligence, in the ordinary meaning of the word, and that these intelligent people would score badly on IQ tests. A reasonable counter-argument would be something like: "It's true that 'intelligence', in the ordinary sense, is a very broad and imprecise concept, and it's not surprising the tests don't capture it perfectly. But the aspects of 'intelligence' they do capture are ones which are vastly more important for economic development than the ones displayed by Cowen's friends in San Agustin Oapan, however amiable or even admirable those traits might be in their own right." This would be a position about which one could have a rational argument. (Indeed, I might even agree with that statement, as far as it goes, as might A. R. Luria.)So Cosma "might" agree that intelligence, as operationally defined by psychologists, is important for economic development and differs in distribution between groups. Interesting. Cosma's posts seem to follow any discussion of IQ around in the "blogosphere". They're well-written, include legitimate discussion of many important issues in quantitative genetics and IQ testing (ok, I don't know much about IQ testing, but I'm assured this is the case by people who do), and come from an authority. But for whatever reason (I'm tempted to think that people don't actually read what he writes. I mean, it has, like, math and stuff), he's interpreted as saying that intelligence tests and the concept of heritability are entirely meaningless. That is not the case. Labels: Genetics, IQ, Statistics
Saturday, November 17, 2007
Razib noted, in his post on the IQ-breastfeeding-FADS2 story, that it reminded him of research on MAOA. There's a reason: it's by the same group. In fact, the IQ study is the third in a "trifecta" of gene-environment interactions postulated by Avshalom Caspi and colleagues. Curious about whether their statistical methods were similar in all these studies, I went back to them.
1. In 2002, the authors reported an interaction between variation in MAOA and childhood maltreatment on the probability of developing "antisocial problems". The relevant graph is on the right. It's important to keep in mind, from a statistical standpoint, what an interaction is: in a regression of variable Y on variable X, if the slope of the line significantly differs depending on another variable Z, one concludes for an interaction between Z and X. In this, the slopes do appear to be different, and the authors find this is indeed statistically supported. They don't include parental "antisocial behavior" as a covariate in their regression, either because they don't have that data or didn't think to include it. 2. In 2003, the authors then genotyped another locus in the cohort studied above, this time the serotonin transporter. They reported a significant interaction between polymorphism in this gene and stressful life events on risk of depression. Again the relevant graphs are on the right. Across several measures of depression, there does appear to be an interaction. Again, no inclusion of parental phenotype in the regression. 3. Now let's consider the IQ-FADS2 story. Again, they use the same cohort (as well as a replication cohort). This time, instead of genotyping known functional variants in a gene thought to be involved in the phenotype, they genotype a couple tagging SNPs in a gene picked through some spectacular logical leaps (1. there is a link between breastfeeding and IQ. 2. That link is modulted through fatty acid metabolism. 3. Of all the genes involved in fatty acid metabolism, the one of interest is FADS2). This has to change your priors on whether anything they find is real. Again, check the graph on the right: this time, they don't have the nice dose-response curve that they had in the others, so they go for a bar chart. And it does indeed look a little noiser. The replication, though, is something that wasn't present in the other studies. The fact that they have a measure of maternal IQ but don't directly include it in the published multiple regression suggests that they tried it, but didn't like the results. They didn't include parental phenotype in any of their previous studies, but there, at least, there was some functional evidence linking the polymorphism and the phenotype. Here, there's nothing. Considering the fact mentioned in a previous post that other researchers find absolutely no evidence for link between IQ and breastfeeding (the entire basis for this study), this has to be classified as highly questionable. And regardless of the veracity of any gene-environment interactions here, the huge effects of breastfeeding on IQ shown by the authors are clearly artefacts of the heritability of IQ, and it's unfortunate that they are being propogated. Half Sigma is apoplectic about this; I'm not so much-- this is a case of researchers having a hammer (their cohort and a desire to find gene-environment interactions), and seeing every problem as a nail, not some ode to breast-feeding. Anyways, on a completely unrelated note, here's small nugget from their Supplementary Table 2, where they break down IQ by social class. I suppose I'd seen figures like this before (ie. in The Bell Curve), but it still gave me a start: Low class: 93.5 (11.6) Middle class: 100.5 (13.7) High class: 111.4 (12.8) In parentheses are standard deviations.
Monday, November 12, 2007
In an interesting story on the relationship between teen delinquency and sex (long story short: people who concluded early sex caused delinquency unsurprisingly failed to control for genetics and were led astray) I saw this little bit:
A recent study by Scottish researchers asked whether the higher IQs seen in breast-fed children are the result of the breast milk they got or some other factor. By comparing the IQs of sibling pairs in which one was breast-fed and the other not, it found that breast milk is irrelevant to IQ and that the mother's IQ explains both the decision to breast-feed and her children's IQ.Now, this is interesting in light of the recent study claiming to find a gene-environment interaction between breast-feeding and a particular gene. The source for the claim that breast-feeding has no effect on IQ is here. I went back and looked at the recent paper's attempts at controlling for maternal IQ. Statstically, this is not a difficult thing to do-- a linear regression of child IQ on maternal IQ, breast feeding status and genotype can easily be compared with a model that includes a breast feeding staus X genotype interaction. The authors don't do this standard analysis, however--they only include a cryptic note explaining that there is no significant "interaction" between the SNP in question and maternal IQ. It's not the interaction term that's interesting, of course; it's whether the marginal effect of maternal IQ removes their already tenuous claims of an interaction between breast feeding and genotype. One gets the distinct feeling that some unfavorable results are being swept under the rug. Combine this, plus the study above, then add your prior probability that by genotyping two (2!) SNPs in the entire genome you'll find a real gene-environment interaction, and, well, it's not a stretch to say the authors haven't quite demonstrated what they think they have. Labels: Genetics, IQ, Statistics
Monday, November 05, 2007
The current issue of CATO Unbound is about IQ. James Flynn has already put something up, Linda Gottfredson, Stephen Ceci and Eric Turkheimer on deck.
Labels: IQ, Psychology
Read it here.
Update: Eye on DNA has much more. Jason M. adds: In the comments HapMap Jockey Marc again applies the wisdom from p-ter's HapMap How-2 to the latest IQ genes: In the study itself, there were two cohorts: a British cohort and a New Zealand cohort. In both cohorts, presence of the C allele (as either CC or CG) was associated with a hike in IQ by 6.4 and 7.0 points (from around 99-100 to around 106) in the two samples. But those without the C allele (GG) had mean IQs of 99.5 in Britain and 100.3 in New Zealand. Additional props to Rob in the comments at FuturePundit. Labels: Behavior Genetics, IQ
Friday, September 14, 2007
In his September 14, 2007 op-ed piece in the New York Times, David Brooks tells his impression of the latest research in cognitive ability. Unfortunately, he not only misses the forest, but he bungles a few trees as well. Article and comments below. A nice phenomenon of the past few years is the diminishing influence of I.Q. Right out of the block he is off. In what domain was there once a non-zero IQ-outcome relation, but now, X number of years later, the relation has shown a systematic decrease? From the generality of the statement, one would expect this to hold across most, if not all, pertinent domains (e.g., occupation, academic success, etc.). However, that is not the case. Not only do the IQ-achievement, and IQ-occupation relationships still hold, but now there is a burgeoning new field in the area: cognitive epidemiology, that looks to see how health outcomes are related to cognitive ability. Deary et al give a terse summary here, and Gottfredson gives a conceptual overview here. But, perhaps more interesting, researchers who have no interest in intelligence per se are finding similar results: a case-in-point is Yakov Stern's cognitive reserve research that shows people with higher IQ scores tend to have have less severe symptoms of Alzheimer's symptoms. As this is a new area of inquiry, the exact nature of the relationship has not been identified, but one thing we can say for sure is that there is no diminishing influence of cognitive ability. For a time, I.Q. was the most reliable method we had to capture mental aptitude. People had the impression that we are born with these information-processing engines in our heads and that smart people have more horsepower than dumb people. These two statements have little to do with each other. IQ (at least as derived from a Full Scale score) has been, and still is, very reliable for most age groups and subpopulations, no matter how you measure reliability. For example, the Woodcock-Johnson, one of the more theoretically sound measures of cognitive ability, reports in their new normative update that the coefficient alpha values (which are a lower bound of reliability) above .90 for all ages ranging from 3 to over 80. Given that the maximum value alpha can take is 1 (under almost all circumstances), this is pretty good evidence. If you look at the technical manual for the Wechsler, Stanford-Binet, or Reynolds Intellectual Assessment Scales, you'll find very similar values (I refer to these only because their norms span a very large age group, and the full scale score is derived from multiple subtests). I challenge Mr. Brooks to find a more reliably-measured psychological construct in psychology, nay, in the social sciences. The second statement, while perhaps overstated, is true. People are born with brains, these brains process information, and smarter people (as measured by IQ scores) tend to process information faster (see, for example, here and here). What impression should people have instead? People are born with a blank slate and all of life is little more that the acquisition of stimulus-response patterns? Skinner died in the 1990s, and strict adherence to this view died long before that (a great book about this). And in fact, there's something to that. There is such a thing as general intelligence; people who are good at one mental skill tend to be good at others. This intelligence is partly hereditary. A meta-analysis by Bernie Devlin of the University of Pittsburgh found that genes account for about 48 percent of the differences in I.Q. scores. There's even evidence that people with bigger brains tend to No disagreement here. But there has always been something opaque about I.Q. In the first place, there's no consensus about what intelligence is. Some people think intelligence is the ability to adapt to an environment, others that capacity to think abstractly, and so on. Ah, the slippery slope begins. These arguments are so old, and well-answered in the literature that it is almost painful to repeat them. I refer the interested (and Mr. Brooks) to Seligman's phenomenal, non-technical introduction, as well as Deary's brilliant literary corpuscle. First, IQ and intelligence are two different things. One is a measuring instrument's scale and the other is a psychological construct that is measured, to one degree or another, by an IQ test. We don't confuse inches and paper, so why do we confuse IQ and intelligence? Second, few scholars actually study intelligence. While the word might be used in common parlance, there is no common definition. Instead, most serious scholars study general intelligence (g) or one of its sub-constructs (e..g, fluid abilities, crystallized abilities; see here or here or here). Once you make the jump to g, the definition becomes much more consensual. There are technical debates (as there are in any branch of science), but it's measurement (by factor analysis of one flavor or another) is virtually undebated. For most purposes in daily life, it is OK to quasi-equate intelligence and g, as well as IQ scores and intelligence, but they really are quite different concepts. Then there are weird patterns. For example, over the past century, average I.Q. scores have risen at a rate of about 3 to 6 points per decade. This phenomenon, known as the Flynn effect, has been measured in many countries and across all age groups. Nobody seems to understand why this happens or why it seems to be petering out in some places, like Scandinavia. IQ scores, across generations, need re-calibrated for valid comparisons. We have ways that do this very well (latent trait models), that have very sound theory behind them. You have to periodically re-calibrate your bathroom scale, and you have no question about what it is measuring; why should IQ be any different? As a side note, this phenomenon is not at all confined to IQ tests, and it has been known about in the psychometric literature for decades, although it is called item parameter drift there. Moreover, just because there is no consensus as to why cross-generational scores tended to rise in the mid-twentieth century, this does nothing to invalidate the validity of interpreting IQ scores within a generation. I.Q. can also be powerfully affected by environment. As Eric Turkheimer of the University of Virginia and others have shown, growing up in poverty can affect your intelligence for the worse. Growing up in an emotionally strangled household also affects I.Q. One of the classic findings of this was made by H.M. Skeels back in the 1930s. He studied mentally retarded orphans who were put in foster homes. After four years, their I.Q.'s diverged an amazing 50 points from orphans who were not moved. And the remarkable thing is the mothers who adopted the orphans were themselves mentally retarded and living in a different institution. It wasn't tutoring that produced the I.Q. spike; it was love. Brooks is telling all parents of children who have Mental Retardation or Borderline Intelligence that their children's low cognitive ability is a direct result of parental inadequacy. If these parents would love their children more, the Mental Retardation would go away. If I were king, I would mandate that any person with the gumption to make asinine statements like this do two things (a) read Spitz's chef d'oeuvre, and (b) spend a week with a family who have a child diagnosed with Mental Retardation. Not just a daily visit, but an in vivo experience. Then get back to me about how easy it is raise the cognitive ability of people with mental retardation. By the way, Turkheimer's studies look at the ability of the environmental variance to modify heritabilty estimates. Specifically, people who grow up in more impoverished environment have a more variable environments, which, almost by definition, decreases heritability estimates. This is a very long cry from showing "growing up in poverty can affect your intelligence for the worse". Then, finally, there are the various theories of multiple intelligences. We don't just have one thing called intelligence. We have a lot of distinct mental capacities. These theories thrive, despite resistance from the statisticians, because they explain everyday experience. I'm decent at processing words, but when it comes to calculating the caroms on a pool table, I have the aptitude of a sea slug. What? A few paragraphs ago general intelligence existed, now it doesn't? Anyway, it is an awful shame when everyday experience does not map onto what data tell us: Beth Visser recently (gasp!) gathered data to test Gardner's theory. What did she find? Basically what John Carrol said she would find a decade ago: these multiple intelligence all positively correlate (sans kinesthetic intelligence) and a strong g factor can be extracted when the measures are factor analyzed. I.Q., in other words, is a black box. It measures something, but it's not clear what it is or whether it's good at predicting how people will do in life. Over the past few years, scientists have opened the black box to investigate the brain itself, not a statistical artifact. I wish I had the luxury of being able to write blatantly false statements in a national paper. There is over 100 years of empirical literature investigating the construct validity of IQ. There is also 100 years of literature examining what, and how well, IQ scores predict life outcomes. A simple perusing of Jensen's g factor or Brand's g factor (this one is even available for free!) would have sufficed here; but who wants data to interfere with a good opinion? Now you can read books about mental capacities in which the subject of I.Q. and intelligence barely comes up. The authors are concerned instead with, say, the parallel processes that compete for attention in the brain, and how they integrate. They're discovering that far from being a cold engine for processing information, neural connections are shaped by emotion. ...and you can read books about journalism in which the subject of sophism barely comes up. Namely because the books are concerned about journalism, not logical arguments. Why would a cognitive scientist who is writing a book about attention necessarily include a chapter about intelligence? As a rule, cognitive scientists tend to be concerned with general processes, not individual differences. The field can learn much from each other, but they are concerned about very different areas of investigation. Antonio Damasio of the University of Southern California had a patient rendered emotionless by damage to his frontal lobes. When asked what day he could come back for an appointment, he stood there for nearly half an hour describing the pros and cons of different dates, but was incapable of making a decision. This is not the Spock-like brain engine suggested by the I.Q. By all means, lets infer from one person with severe brain damage to the entire population. But if we want to play this game, I had a patient once who had just started Kindergarten, but could do addition, subtraction, multiplication and long division (the latter of which he deduced how to do pretty much on his own). He did not need a school to teach him any of this, so lets get rid of elementary schools for everyone. After all, if my patient could figure out long division, so should every other 5 year old. Today, the research that dominates public conversation is not about raw brain power but about the strengths and consequences of specific processes. Daniel Schacter of Harvard writes about the vices that flow from the way memory works. Daniel Gilbert, also of Harvard, describes the mistakes people make in perceiving the future. If people at Harvard are moving beyond general intelligence, you know something big is happening. Harvard never was a bastion for the study of general intelligence. It was the University of London. In fact, except for Yerkes, Herrnstein, and, to some extent, Pinker, I can't think of too many profs. there who contributed much to the study of general intelligence. And since when did Harvard's Psychology department become the measuring stick by which the importance of a research agenda was measured? I'm sure much of the work they do there furthers the general field of psychology, but what makes their research more special than, say, Berkeley, Stanford, UT-Austin, etc.? The cultural consequence is that judging intelligence is less like measuring horsepower in an engine and more like watching ballet. Speed and strength are part of intelligence, and these things can be measured numerically, but the essence of the activity is found in the rhythm and grace and personality — traits that are the products of an idiosyncratic blend of emotions, experiences, motivations and inheritances. This paragraph is quite confusing, perhaps due to the mixing of automotive and ballet metaphors. I think Brooks is trying to tell his readers he thinks personality is important for modern culture. I agree. And that has absolutely no bearing on the importance (or lack thereof) of cognitive ability in the same culture. Recent brain research, rather than reducing everything to electrical impulses and quantifiable pulses, actually enhances our appreciation of human complexity and richness. While psychometrics offered the false allure of objective fact, the new science brings us back into contact with literature, history and the humanities, and, ultimately, to the uniqueness of the individual. What? First, psychometrics (and specifically, the study of cognitive ability) has always held as paramount the uniqueness of the individual. Second, how has the study of cognitive ability NOT shown the complexity of humanity? Sir Cyril Burt, one of the pioneers in the field, was enamored with the complexity of students he encountered while a school psychologist in London. In fact, he was such an ardent supporter of psychological measurement so that he could begin to quantify, and, ultimately, understand and predict, this variability(see a bibliography here). More modern techniques, such as fMRIs, extend the work of psychometrics, in that they add to our ability to quantify individual variability at a much more precise level. However the two are quite complementary. From here: Despite the sometimes contentious controversy about whether intelligence can or should be measured, the array of neuroimaging studies reviewed here demonstrates that scores on many psychometrically-based measures of intellectual ability have robust correlates in brain structure and function. Moreover, the consistencies demonstrated among studies further undermine claims that intelligence testing has no empirical basis. In the world of academia, to have your ideas printed in a reputable journal, you have to go through the peer-review process. While there are arguments for the pros and cons of this process, at least it frequently squashes ill-informed, blatantly false propaganda from reaching the masses. After reading op-ed like this, one wishes the NYT had a similar mechanism in place. Labels: David Brooks, general intelligence, IQ |