Just the Facts, Man: Take 'Em or Leave 'Em

Amisdt all the denunciations of Lino Graglia, someone forgot to ask: Was he right?

By Richard Arnold and Jeremy Beer

"Blacks and Mexican-Americans are not academically competitive with whites in selective institutions . . . It is the result primarily of cultural effects . . . They have a culture that seems not to encourage achievement. Failure is not looked upon with disgrace." -- Lino Graglia
 

Anyone and everyone living in Austin is by now quite familiar with the controversy that raged for approximately two weeks on and off the UT campus following remarks concerning race and academic achievement made by UT Law Professor Lino Graglia. Legislators called for Graglia's head, shame-faced administrators apologized profusely to anyone who would listen, angry community organizations issued forth thundering denouncements, leftist campus groups emulated their '60s heroes with grievance lists, faculty signed joint statements condemning Graglia's retrograde views, Student Government president Marlen Whitley joined with two other black students in filing a racial harassment complaint against Graglia, and on and on, ad nauseaum if not ad infinitum.

The psychology of that response is in itself interesting, and could bear, we believe, a sustained and detailed analysis. For there were two questions that the reasonable listener immediately asked: (1) What exactly did Graglia mean?, and (2) Is it true? With few exceptions, neither question was posed by the media, and neither was addressed by Graglia's detractors. So here we address these questions, fully aware that in discussions of race and ethnicity, honesty is the best way to make enemies.

Documentation

Graglia's statement that "Blacks and Mexican-Americans are not academically competitive with whites in selective institutions" can be taken in at least three ways: (1) Without racial preferences in admissions, proportionately fewer blacks and Hispanics will be admitted to selective institutions than will whites; (2) given the same objective qualifications, blacks and Hispanics will do worse than whites at selective institutions; (3) Among students admitted to selective institutions under current affirmative action practices, blacks and Hispanics fare significantly worse than do whites.

Only No. 2 can in any way be considered controversial, for as we will show, Nos. 1 and 3 are uncontested empirical facts -- in fact, they refer to the very same empirical facts. So did Graglia's statement have meaning No. 2? Not at all, as later clarifications by Graglia made clear. In fact, Graglia's detractors evidently didn't think he meant No. 2 either -- at least no one made it clear that they thought No. 2 was what Graglia meant; in any case No. 2, as we will show, is false.

So at least part of the controversy must have had something to do with Nos. 1 an 3, which, as we noted above, essentially refer to the same phenomenon. Is it true that blacks and Hispanics are less academically qualified - on average, by conventional, objective standards - than are whites to attend top schools? Without doubt. The mean Verbal and Mathematical SAT scores for white college-bound seniors in 1995 were 448 and 498, respectively. The comparable scores for blacks were 356 and 388. It adds up to an average SAT score gap between blacks and whites of 202 points. This is down from 258 in 1976, but is still very substantial.

The Hispanic-white difference is typically between one-half and two-thirds the magnitude of the black-white difference. Comparisons of Hispanic and white students who took the LSAT in 1992 and the GRE in 1987-88 offer a typical illustration. On the LSAT, the average score of Latinos was one "standard deviation" below the average score for whites, which means that the average Latino student had a score equal to the 16th percentile for whites. On the three sections of the GRE, the difference between whites and Hispanics was less but still substantial, anywhere from one-half a standard deviation to three-quarters a standard deviation.

Of course, selective schools sample from the upper end of the distribution of SAT scores. What does the racial gap look like there? It is magnified. 103, 872 black students took the SAT in 1995. 107 of them had Math scores of 750 above, and 184 scored at least 700 on the Verbal section. Compare those numbers to those of Asian-American students. Of the 81, 514 Asians that took the SAT in 1995, 3,827 scored at least 750 on the Math section and 1,476 scored at least 700 on the verbal.

We can look at the numbers in terms of percentages: 1.7% of blacks had scores of 600 or more on the Verbal SAT. For whites, the percentage was 9.6%, and for Asians 10%. The differences are magnified on the Math SAT. 2% of blacks had scores of 650 or better, compared to 13.4% of whites and a whopping 25.8% of Asians.

Even if we restrict ourselves to those students actually admitted to selective institutions, the SAT gap between blacks and whites is large. Among elite institutions the gap is smallest at Harvard, which generally gets its pick of the top scoring black students in the country. The gap between black and white SAT scores is 95 points. At Princeton it is 150 points. At Stanford it is 171, Rice 271, and Berkeley 288 (all of these data are from the freshmen classes of 1992). The median gap between Hispanic and white students at 26 selective schools was 129 points.

Failed hypotheses

When lucid, most everyone acknowledges racial and ethnic differences in academic achievement. But, the critics say, these differences are not as real as they may seem. The so-called "objective" tests are biased against minorities. They are the result of poverty. And discrimination. And don't forget disparities in school funding. It is rarely acknowledged, but the data exist with which to test these criticisms. They all fail miserably to account for the racial/ethnic gap in academic achievement.

The discrimination hypothesis is inherently unfalsifiable; discrimination is held to be at once subtle and pervasive. It affects every measure we use; therefore it is itself hopelessly immeasurable. We can only say that given the radical decline of white racism in recent years (at least as suggested by survey data), we do not think that discrimination is a plausible cause of more than a small part of the entire racial/ethnic gap in academic achievement.

A quite different argument holds that, sure, there are real differences in academic achievement between ethnic and racial groups, but this only reflects differences in the level of poverty among these groups. Substitute "school funding" for "poverty" in that sentence and you have another argument. But does poverty play a causal role in academic achievement? Does school funding?

Let's take school funding first. Sociologist James Coleman, as lead researcher for a U.S. government study of this and related matters, was the first to look at this idea in a systematic, empirical manner. The Coleman Report, as it came to be called, found that differences in school funding played only a minuscule role in determining differences in academic achievement. Subsequent studies - even studies by committed Marxists like Christopher Jencks - have found the same thing. There is no causal relationship between the amount of money a school spends per pupil and those pupils' academic achievement.

The effects of poverty are a little trickier to study. There is no doubt some threshold level of poverty exists, below which academic potential is seriously thwarted. Kids growing up in the most wretched socioeconomic conditions are at an overwhelming disadvantage. But when we talk of poverty in America we are, except in rare cases, talking about an absolute standard of living that is quite good compared to what was considered "poverty" just fifty years ago. Wretched poverty just is not common in America.

With that caveat, may we safely conclude that differences in socioeconomic status can not account for more than a tiny fraction of race differences in academic achievement? It appears so. Many studies of this question have been conducted, and the results strongly support this conclusion, but just a few statistics are needed to drive the point home. Using 1995 numbers, the average Verbal and Math SAT scores of blacks who came from families with incomes of $70,000 or more were 407 and 442. The average Verbal and Math SAT scores of whites who came from families with incomes of $10,000 or less were 409 and 460. Thus, poor whites had total SAT scores averaging 20 points higher than those of privileged blacks.

Biased tests?

Now for the "test bias" charge, so often heard. The critic employing this argument generally means something like this: academic achievement tests like the SAT, GRE, LSAT, etc., simply don't measure what is important for minorities (i.e., blacks and Hispanics) with regard to school achievement. That is, the tests don't predict future performance as well for these minorities as they do for whites. This is the crux of the test bias criticism: differential validity.

Dozens of studies have investigated this issue. There is remarkable consensus among them: there is no evidence that tests like the SAT are worse at predicting minority academic achievement than academic achievement for whites. (The interested reader should consult Arthur Jensen's Bias in Mental Testing for the most thorough treatment of the subject in the literature.) This fact has an important consequence, as we shall see.

Around the time of the Hopwood decision, former UT President Robert Berdahl published an open letter in The Daily Texan which exemplified the profound ignorance (or perhaps disingenuousness) concerning the validity of scholastic aptitude testing displayed by many of the proponents of race-equity admissions policies. Berdahl informed the public that UT has two diversity-related goals: increased minority enrollment, and increased minority retention. What Berdahl failed to realize (or admit) is that, absent a radical change in the UT applicant pool, these goals are mutually exclusive.

When a school uses different minimum criteria for admission for members of different identifiable groups, group differences in academic performance are guaranteed to follow. The simple reason for this is that the traditional criteria for college admission - high school performance (GPA or class rank) and SAT scores - are valid predictors of college success. "Validity" simply means that those who perform well on the predictors succeed in college at a higher rate than those who perform poorly on the predictors; this much should be obvious. Perhaps less obvious is the fact already mentioned: these predictors are equally valid for members of different groups.

Thus, for example, black students and white students who enter UT with high school GPAs of 3.9 and SAT combined scores of 1500 earn similarly high GPAs and graduate at the same (high) rate from UT. For the same reason, blacks and whites with equally low high school GPAs and SAT scores perform equally poorly in college. Unfortunately, minorities and non-minorities differ, on average, on these indicators. Though this causes policy-makers great distress, the objective observer must conclude that realization of Berdahl's dual goals is an actuarial impossibility. Use uniform admissions criteria, and racial/ethnic diversity suffers; use group-differentiated admissions criteria, and group differences in scholastic performance result.

Critics of traditional admissions criteria often point to examples of individuals who, though they had only mediocre scores on the admissions criteria, nevertheless have distinguished themselves academically. They also cite the many examples of brilliant failures. That these examples abound cannot reasonably be disputed. However, the purveyors of these anecdotes fail to see the implications of the fact that these cases are equally common among minorities and non-minorities, and furthermore that these cases cannot be reliably predicted.

We are left, then, with a very straightforward situation; though some low-scorers succeed, and some high-scorers fail, these people are relatively uncommon, occur in all groups, and are difficult to identify. If we lower the standards for admission for one group, we may catch a few low-scoring individuals who are ultimately successful, but their numbers will be overwhelmed by those who are well predicted; and for low-scorers the predictions are ones of failure. The result of lowering the standards for a group would be that, due to the high failure rates of those who do not meet the standard admissions criteria, but do meet the lower preferred-group standard, the average level of success of that entire group is diminished, which is exactly what we have witnessed for the past 30 years.

This is not idle speculation. Schools in which racial/ethnic groups differ most on the SAT have the largest discrepancy in drop-out rates between those groups. At Harvard, where the SAT gap between black and white students in 1992 was 95 points, 5% of blacks and 3% of whites dropped out of school. At Columbia, where the gap between average scores for blacks and whites on the SAT was 182 points, 25% of blacks dropped out vs. only 12% of whites. And at Cal-Berkeley, where the gap is an astonishing 288 points, fully 42% of blacks dropped out of school vs. only 16% of whites. And, you should not think that these drop-outs are drawn randomly from their respective groups. The drop-outs, black and white, disproportionately consist of those whose high school grades and SAT scores were among the lowest for admitted students. The correlation is strong and robust.

Whether people like it or not, the SAT and performance in high school are by far the best predictors of academic success in college. That these predictors are equally valid for all groups, and that groups differ, on average, on these predictors may cause people some discomfort. However, if issues regarding race, scholastic admissions and scholastic performance are to be debated, the debate must be grounded in reality. These facts do not provide the answers to our problems, but without them progress toward a reasonable solution is impossible.

Just in case...

Although we believe a careful reading of our arguments should obviate the need for this section , experience tells us otherwise. For starters, the facts concerning average group differences tell us nothing about individual merit. There exist many black and Hispanic applicants whose grades and SAT scores surpass those of the majority of white applicants, while there similarly exist many white applicants who are not competitive with the majority of black or Hispanic applicants. Thus, group differences are ones of average differences, not absolute differences.

It is ironic that the people often labeled as racist are those who merely point out these facts, while their accusers often make statements with far worse racist implications, though they undoubtedly are unaware of their sins. For example, in the wake (as people like to call it) of the Hopwood decision discouraged opponents asserted that the decision would produce a "lily-white" student body. In our opinion this assertion is more racist (and false) than anything the supporters of the Hopwood decision said, for it implies that no minority applicants would be accepted on the basis of merit. This is not only false, but outrageous, as this year's enrollment statistics indicate. The fact that nobody at the time seemed to appreciate, or at least didn't want to discuss, the implications of the "lily-white" assertion is the best evidence that a great many people just aren't aware of the sorts of issues we've discussed in this article.

One last point on this - it does not follow from the fact that group differences in academic achievement exist at present that they will continue to exist in the future. It does however seem to us that if we don't honestly confront the existence and respect the practical importance of these differences, it is unlikely that we will ever do anything to attenuate them, whatever their source.

Yes, he was.

Was Graglia right? In implying that, today, blacks and Hispanics would not be proportionately represented at elite academic institutions in the absence of racial preferences, yes he was. Undeniably. In asserting that this is probably the result of deep and imbedded cultural differences between groups, he may have been right. There is some evidence to support that view, but at present we just can't say.

However, we can say, with complete confidence, that racial/ethnic differences in academic achievement, especially those between blacks and whites, cannot be attributed to poverty or disparities in school funding. It is also clear that traditional, objective admissions criteria are not "biased" against minorities; they predict equally well for blacks, whites, and Hispanics. We can not rule out the effects of a subtle and pervasive "atmosphere" of racial discrimination, but neither can we (or anyone else) affirm its existence and/or effect on academic achievement. Finally, race/ethnic differences on predictors that are equally valid for those racial or ethnic groups will inevitably mean differences in minority retention, unless, of course, race-blind admissions policies are used, in which case retention rates will be the same but races/ethnic groups will not be proportionately represented.

We submit that any reasonable discussion must take these facts under consideration.


Richard Arnold and Jeremy Beer are graduate students in psychology.