Sunday, September 18, 2011

The SAT in Red, White, and Brown

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The College Board just released another year’s set of SAT results, and Steve Sailer’s blog took notice of the results and the posts that I have recently made on the subject. I try to emphasize science over conjectured analysis on this blog so that my readers can feel some confidence in the knowledge they gain here. Interpreting the SAT is complicated by many factors, including the various tweaks and reforms that the College Board has instituted and the changes in the examinee populations. However, using standard deviations should help in making group comparisons because the students are experiencing the same changes. I have tried to address the differences in demographic groups’ increased participation. In general, every group is increasing their participation more than White people. Here is a graph of each group’s increased participation from the year prior:


When one sees the raw-score graphs below, the trend of Asian advancement is obvious, which exposed the anxieties of many White people in the discussions that I saw. Analysis of the data ultimately becomes a Rorschach test of disposition towards Asian cultures. Clearly, SAT scores are revealing strengths that will serve Asians well wherever meritocracy is allowed. A common reaction from some White people to this data is to try to introduce nuance and critical analysis to emphasize flaws in Eastern societies. I think it is reasonable to conclude that every culture has its flaws, which is a strong argument for cultural exchange. However, I believe that those who are trying to champion these arguments just want to explain away Asian accomplishments to convince Whites that they are superior or at least have enough good points to raise the stock value of racial separation. I have yet to see anyone address the fact that such illustrations could have universal appeal. How does one convince the world that a group of people, like White people, is a nice group without also convincing them that the group is also a nice group to be around? Apparently, White nationalists are trying to posture that every group is nice, but only when each is separate, and mixed groups do not count. I think I can make a stronger case that the success of Asians on the SAT proves that testing is not White-supremacist. In fact, as tuition rates grow, tests are less elitist than education and, therefore, more indicative of important characteristics other than privilege.


Here is the updated graph of the Asian-White score gaps in standard deviations.


Here is the updated graph for the Black-White score gaps.


I have not given much discussion on this blog to people who self-identify as having Hispanic ethnicity or those of Native-American ancestry. I think these can be confusing designations for my purposes because I am interested in genetic research, and such groups have significant ancestral overlap, just as many American White people can claim a fraction of Native-American heritage. I find that these minority groups do not receive as much attention in the scientific literature, probably partly for this reason. Native American SAT scores are based on a relatively small and fluctuating sample size, so I caution against drawing strong conclusions from this graph.


I compiled the three Hispanic groups that the SAT delineates into a single population. The Hispanic sample has grown significantly, so an increasing gap might not surprise. However, I would have expected more changes to the verbal/critical reading score gap, either improvement from acculturation and language mastery or a worsening gap from continued immigration of young non-native speakers. Instead, the math score gap has changed more and seems to have converged with the verbal score gap. I could hypothesize that changes made to the SAT caused it to become a more g-loaded exam like an IQ test because general intelligence is a component of both exam sub-tests. This is a hypothesis that could be tested by re-assembling an older version of the test.


However, the Educational Testing Service’s principal measurement statistician Neil Dorans claimed that the 1995 recentering of the test explains this. “[O]n the original [SAT mathematical] scale, scores below 400 were compressed and scores between 400 and 700 were stretched out…. Hispanic students are 40 points higher at the median on SAT M than on SAT V on the original scale, whereas they have the same median (945) for both SAT M and SAT V on the recentered scale. Thus, the major effect of recentering for Hispanic students was to bring SAT V scores in line with SAT M scores and place both sets of scores closer to the midpoint of the score reporting scale.” He also credited recentering with bringing Asian-American SAT verbal scores “more in line with” SAT math scores. However, recentering was supposed to make each group “appear closer to average on SAT M than they appeared on the original scale,” making Asians, Whites, and men “appear less above average” and do the reverse for Black people, Hispanics, and women, without changing the “rank orderings of individuals.” I wonder if this is why the College Board does not make reports from before the recentering available to the general public. If one ignores the raw score graphs and examines the standard deviation numbers compared to White examinees that are published for Black examinees back to 1986 and for Hispanics back to 1992, one can see that the gaps between Whites and these minorities grew. Perhaps an increased sense of competitive urgency motivated White examinees more after 1995.

Any questions one might still have can be answered with a shrug. Dorans insisted we heed a heedless take on the SAT. “To believe that one set of scales represents ‘truth’ is to reify the score scales in a way that scores on general intelligence tests were reified during the first half of the twentieth century.” Then, he provided a reference to The Mismeasure of Man by Stephen Jay Gould.

Tuesday, September 13, 2011

Attack of the Warrior Gene Babies!

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The so-called “warrior gene” is the reason babies have tantrums. And you thought it was creamed spinach. Okay, I lied. Actually, the first study on the effects of monoamine oxidase A (MAOA) on infants determined that the 3-repeat allele decreases behavioral regulation in Chinese baby girls. Crying was a controlled factor because it could represent fear rather than baby rage. Behavioral regulation was measured by gaze aversion from a menacing toy gorilla. Believe it or not, the inability to do this is associated with childhood externalizing behaviors like fighting and hitting.

The only significant main effect of MAOA was in the girls, which was fodder for interesting discussion of the gender differences and developmental component of the gene’s expression. MAOA is subject to epigenetic methylation, but mostly just in women. The vast majority of that methylation seems to have already occurred by age 5, according to Wong et al. Increased methylation gives women more symptoms of alcohol and nicotine dependence but not antisocial personality disorder, according to Philibert et al. The warrior gene concerns a VNTR (variable number tandem repeat) promoter, but another study by Philibert et al recently discovered a second VNTR that seems to have a greater effect on antisocial personality disorder in women (but not men) than the heavily studied VNTR, and both VNTR influence MAOA methylation in women. The fact that the sex hormones testosterone and estradiol affect MAOA expression should also enter any thorough discussion of sex differences in the warrior gene. Such increasingly complex factors involved in MAOA expression in women are modifying a long-held view that MAOA does not affect women even when it is completely shut off in Brunner syndrome. Or as Dr. Phil put it, “[the warrior gene] is more rare in women, of course” which is not actually true, but at least he is trying.

Speaking of hormones, over the past decade many studies have examined the effects of testosterone and cortisol on aggression. One study determined that testosterone and cortisol even affect the militancy and aggression of Palestinians. Oddly, this research has never seemed to cross paths with research on the proven effects of testosterone and cortisol on MAOA expression. However, scientists have identified a gene-gene interaction between the androgen receptor and glucocorticoid receptor genes, so these might be violence genes just like MAOA, DAT1, DRD2, DRD4, and 5-HTTLPR.

Getting back to the study on babies, this new data also helps clarify the allele frequencies in Asians. I now count a nearly 1,500 cumulative allele sample size among those Asian subjects, predominantly Chinese, for whom selection bias does not apply, and 54% are the warrior gene, which I consider the three-repeat allele (although the much less common 2-repeat allele is also included under this label). This is not much different from that of African Americans, but nearly five percent of African American men have the more violent 2-repeat allele, compared to only one allele of Asian control subjects in the seven studies that I counted. A 2009 editorial that was included in a series of attacks on MAOA research as a reaction to the Rod Lea/Maori controversy claimed Chinese people have the highest warrior gene allele frequency of any ethnic group. That was based on an uncorrected error in The New Zealand Medical Journal that switched the number of subjects (77) with the percentage with the three-repeat allele (55%) from the study by Lu et al. One would think that researchers who study warriors would be more careful.
ResearchBlogging.org





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