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''The Bell Curve: Intelligence and Class Structure in American Life'' is a 1994 book by psychologist
Richard J. Herrnstein Richard Julius Herrnstein (May 20, 1930 – September 13, 1994) was an American psychologist at Harvard University. He was an active researcher in animal learning in the B. F. Skinner, Skinnerian tradition. Herrnstein was the Edgar Pierce Profess ...
and political scientist
Charles Murray Charles Murray may refer to: Politicians *Charles Murray, 1st Earl of Dunmore (1661–1710), British peer *Charles Murray (author and diplomat) (1806–1895), British author and diplomat *Charles Murray, 7th Earl of Dunmore (1841–1907), Scotti ...
, in which the authors argue that
human intelligence Human intelligence is the intellectual capability of humans, which is marked by complex cognitive feats and high levels of motivation and self-awareness. High intelligence is associated with better outcomes in life. Through intelligence, humans ...
is substantially influenced by both inherited and environmental factors and that it is a better predictor of many personal outcomes, including financial income, job performance, birth out of wedlock, and involvement in crime than are an individual's parental socioeconomic status. They also argue that those with high intelligence, the "cognitive elite", are becoming separated from those of average and below-average intelligence, and that this separation is a source of social division within the United States. The book was and remains highly controversial, especially where the authors discussed purported connections between
race and intelligence Discussions of race and intelligence – specifically, claims of differences in intelligence along racial lines – have appeared in both popular science and academic research since the modern concept of Race (human categorization), race was fi ...
and suggested policy implications based on these purported connections. Shortly after its publication, many people rallied both in criticism and in defense of the book. A number of critical texts were written in response to it. Many criticisms were collected in the book ''
The Bell Curve Debate ''The Bell Curve Debate'' is a 1995 book edited by the historian Russell Jacoby and the writer Naomi Glauberman. Summary A response to ''The Bell Curve'' (1994), by the psychologist Richard Herrnstein and the political scientist Charles Murra ...
''.


Synopsis

''The Bell Curve'', published in 1994, was written by Richard Herrnstein and Charles Murray to explain the variations in intelligence in American society, warn of some consequences of that variation, and propose social policies for mitigating the worst of the consequences. The book's title comes from the bell-shaped
normal distribution In statistics, a normal distribution or Gaussian distribution is a type of continuous probability distribution for a real-valued random variable. The general form of its probability density function is : f(x) = \frac e^ The parameter \mu ...
of
intelligence quotient An intelligence quotient (IQ) is a total score derived from a set of standardized tests or subtests designed to assess human intelligence. The abbreviation "IQ" was coined by the psychologist William Stern for the German term ''Intelligen ...
(IQ) scores in a population.


Introduction

The book starts with an introduction that appraises the history of the concept of intelligence from
Francis Galton Sir Francis Galton, FRS FRAI (; 16 February 1822 – 17 January 1911), was an English Victorian era polymath: a statistician, sociologist, psychologist, anthropologist, tropical explorer, geographer, inventor, meteorologist, proto- ...
to modern times. Spearman's introduction of the general factor of intelligence and other early advances in research on intelligence are discussed along with a consideration of links between intelligence testing and racial politics. The 1960s are identified as the period in American history when social problems were increasingly attributed to forces outside the individual. This egalitarian ethos, Herrnstein and Murray argue, cannot accommodate biologically based individual differences. The introduction states six of the authors' assumptions, which they claim to be "beyond significant technical dispute": # There is such a difference as a general factor of cognitive ability on which human beings differ. # All standardized tests of academic aptitude or achievement measure this general factor to some degree, but IQ tests expressly designed for that purpose measure it most accurately. # IQ scores match, to a first degree, whatever it is that people mean when they use the word intelligent, or smart in ordinary language. # IQ scores are stable, although not perfectly so, over much of a person's life. # Properly administered IQ tests are not demonstrably biased against social, economic, ethnic, or racial groups. # Cognitive ability is substantially
heritable Heredity, also called inheritance or biological inheritance, is the passing on of traits from parents to their offspring; either through asexual reproduction or sexual reproduction, the offspring cells or organisms acquire the genetic informa ...
, apparently no less than 40 percent and no more than 80 percent. At the close of the introduction, the authors warn the reader against committing the
ecological fallacy An ecological fallacy (also ecological ''inference'' fallacy or population fallacy) is a formal fallacy in the interpretation of statistical data that occurs when inferences about the nature of individuals are deduced from inferences about the gr ...
of inferring things about individuals based on the aggregate data presented in the book. They also assert that intelligence is just one of many valuable human attributes and one whose importance among human virtues is overrated.


Part I. The Emergence of a Cognitive Elite

In the first part of the book Herrnstein and Murray chart how American society was transformed in the 20th century. They argue that America evolved from a society where social origin largely determined one's social status to one where cognitive ability is the leading determinant of status. The growth in college attendance, a more efficient recruitment of cognitive ability, and the sorting of cognitive ability by selective colleges are identified as important drivers of this evolution. Herrnstein and Murray propose that the cognitive elite has been produced by a more technological society which offers enough high skill jobs for those with a higher intelligence to fill. They also propose that by removing
race Race, RACE or "The Race" may refer to: * Race (biology), an informal taxonomic classification within a species, generally within a sub-species * Race (human categorization), classification of humans into groups based on physical traits, and/or s ...
,
gender Gender is the range of characteristics pertaining to femininity and masculinity and differentiating between them. Depending on the context, this may include sex-based social structures (i.e. gender roles) and gender identity. Most cultures u ...
or
class Class or The Class may refer to: Common uses not otherwise categorized * Class (biology), a taxonomic rank * Class (knowledge representation), a collection of individuals or objects * Class (philosophy), an analytical concept used differentl ...
as criteria (via the establishment of free primary education and the prohibition of discrimination) the main criteria of success in academic and professional life is becoming primarily based on cognitive ability. Increased occupational sorting by cognitive ability is discussed. They maintain that cognitive ability is the best predictor of worker productivity. Herrnstein and Murray argue that due to increasing returns to cognitive ability, a cognitive elite is being formed in America. They argue that this elite is getting richer and progressively more segregated from the rest of society.


Part II. Cognitive Classes and Social Behavior

The second part describes how cognitive ability is related to social behaviors: high ability predicts socially desirable behavior, low ability undesirable behavior. The argument is made that group differences in social outcomes are better explained by intelligence differences rather than socioeconomic status, a perspective, the authors argue, that has been neglected in research. The analyses reported in this part of the book were done using data from the National Longitudinal Survey of Labor Market Experience of Youth (NLSY), a study conducted by the
United States Department of Labor The United States Department of Labor (DOL) is one of the executive departments of the U.S. federal government. It is responsible for the administration of federal laws governing occupational safety and health, wage and hour standards, unemploy ...
's
Bureau of Labor Statistics The Bureau of Labor Statistics (BLS) is a unit of the United States Department of Labor. It is the principal fact-finding agency for the U.S. government in the broad field of labor economics and statistics and serves as a principal agency of t ...
tracking thousands of Americans starting in the 1980s. Only non-Hispanic whites are included in the analyses so as to demonstrate that the relationships between cognitive ability and social behavior are not driven by race or ethnicity. Herrnstein and Murray argue that intelligence is a better predictor of individuals' outcomes than parental socioeconomic status. This argument is based on analyses where individuals' IQ scores are shown to better predict their outcomes as adults than the socioeconomic status of their parents. Such results are reported for many outcomes, including poverty, dropping out of school, unemployment, marriage, divorce, illegitimacy, welfare dependency, criminal offending, and the probability of voting in elections. All participants in the NLSY took the
Armed Services Vocational Aptitude Battery The Armed Services Vocational Aptitude Battery (ASVAB) is a multiple choice test, administered by the United States Military Entrance Processing Command, used to determine qualification for enlistment in the United States Armed Forces. It is of ...
(ASVAB), a battery of ten tests taken by all who apply for entry into the armed services. (Some had taken an IQ test in high school, and the median correlation of the Armed Forces Qualification Test (AFQT) scores and those IQ test scores was .81). Participants were later evaluated for social and economic outcomes. In general, Herrnstein and Murray argued, IQ/AFQT scores were a better predictor of life outcomes than
social class A social class is a grouping of people into a set of Dominance hierarchy, hierarchical social categories, the most common being the Upper class, upper, Middle class, middle and Working class, lower classes. Membership in a social class can for ...
background. Similarly, after statistically controlling for differences in IQ, they argued that many outcome differences between racial-ethnic groups disappeared. Values are the percentage of each IQ sub-population, among non-Hispanic whites only, fitting each descriptor.


Part III. The National Context

This part of the book discusses ethnic differences in cognitive ability and social behavior. Herrnstein and Murray report that Asian Americans have a higher mean IQ than white Americans, who in turn outscore black Americans. The book argues that the black-white gap is not due to test bias, noting that IQ tests do not tend to underpredict the school or job performance of black individuals and that the gap is larger on apparently culturally neutral test items than on more culturally loaded items. The authors also note that adjusting for socioeconomic status does not eliminate the black-white IQ gap. However, they argue that the gap is narrowing. According to Herrnstein and Murray, the high
heritability of IQ Research on the heritability of IQ inquires into the degree of variation in IQ within a population that is due to genetic variation Genetic variation is the difference in DNA among individuals or the differences between populations. The multiple ...
within races does not necessarily mean that the cause of differences between races is genetic. On the other hand, they discuss lines of evidence that have been used to support the thesis that the black-white gap is at least partly genetic, such as
Spearman's hypothesis Spearman's hypothesis has two formulations. The original formulation was that the magnitudes of the black-white differences on tests of cognitive ability positively correlate with the tests' g-loading.Jensen, A. R. (1985). The nature of the black ...
. They also discuss possible environmental explanations of the gap, such as the observed generational increases in IQ, for which they coin the term
Flynn effect The Flynn effect is the substantial and long-sustained increase in both fluid and crystallized intelligence test scores that were measured in many parts of the world over the 20th century. When intelligence quotient (IQ) tests are initially standa ...
. At the close of this discussion, they write: The authors also stress that regardless of the causes of differences, people should be treated no differently. In Part III, the authors also repeat many of the analyses from Part II, but now compare whites to blacks and Hispanics in the NLSY dataset. They find that after controlling for IQ, many differences in social outcomes between races are diminished. The authors discuss the possibility that high birth rates among those with lower IQs may exert a downward pressure on the national distribution of cognitive ability. They argue that immigration may also have a similar effect. At the close of Part III, Herrnstein and Murray discuss the relation of IQ to social problems. Using the NLSY data, they argue that social problems are a monotonically decreasing function of IQ, in other words at lower IQ scores the frequency of social problems increases.


Living Together

In this final chapter, the authors discuss the relevance of cognitive ability for understanding major social issues in America. Evidence for experimental attempts to raise intelligence is reviewed. The authors conclude that currently there are no means to boost intelligence by more than a modest degree. The authors criticize the "levelling" of general and secondary education and defend
gifted education Gifted education (also known as gifted and talented education (GATE), talented and gifted programs (TAG), or G/T education) is a broad group of special practices, procedures, and theories used in the education of children who have been identified a ...
. They offer a critical overview of affirmative action policies in colleges and workplaces, arguing that their goal should be equality of opportunity rather than equal outcomes. Herrnstein and Murray offer a pessimistic portrait of America's future. They predict that a cognitive elite will further isolate itself from the rest of society, while the quality of life deteriorates for those at the bottom of the cognitive scale. As an antidote to this prognosis, they offer a vision of society where differences in ability are recognized and everybody can have a valued place, stressing the role of local communities and clear moral rules that apply to everybody.


Policy recommendations

Herrnstein and Murray argued the average genetic IQ of the United States is declining, owing to the tendency of the more intelligent having fewer children than the less intelligent, the generation length to be shorter for the less intelligent, and the large-scale immigration to the United States of those with low intelligence. Discussing a possible future political outcome of an intellectually stratified society, the authors stated that they "fear that a new kind of conservatism is becoming the dominant ideology of the affluent—not in the social tradition of an Edmund Burke or in the economic tradition of an Adam Smith but 'conservatism' along Latin American lines, where to be conservative has often meant doing whatever is necessary to preserve the mansions on the hills from the menace of the slums below." Moreover, they fear that increasing welfare will create a "custodial state" in "a high-tech and more lavish version of the Indian reservation for some substantial minority of the nation's population." They also predict increasing
totalitarianism Totalitarianism is a form of government and a political system that prohibits all opposition parties, outlaws individual and group opposition to the state and its claims, and exercises an extremely high if not complete degree of control and reg ...
: "It is difficult to imagine the United States preserving its heritage of individualism, equal rights before the law, free people running their own lives, once it is accepted that a significant part of the population must be made permanent wards of the states." The authors recommended the elimination of welfare policies which they claim encourage poor women to have babies.


Reception

''The Bell Curve'' received a great deal of media attention. The book was not distributed in advance to the media, except for a few select reviewers picked by Murray and the publisher, which delayed more detailed critiques for months and years after the book's release.
Stephen Jay Gould Stephen Jay Gould (; September 10, 1941 – May 20, 2002) was an American paleontologist, evolutionary biologist, and historian of science. He was one of the most influential and widely read authors of popular science of his generation. Gould sp ...
, reviewing the book in ''
The New Yorker ''The New Yorker'' is an American weekly magazine featuring journalism, commentary, criticism, essays, fiction, satire, cartoons, and poetry. Founded as a weekly in 1925, the magazine is published 47 times annually, with five of these issues ...
'', said that the book "contains no new arguments and presents no compelling data to support its anachronistic social Darwinism" and said that the "authors omit facts, misuse statistical methods, and seem unwilling to admit the consequence of their own words." A 1995 article by
Fairness and Accuracy in Reporting Fairness & Accuracy In Reporting (FAIR) is a progressive left-leaning media critique organization based in New York City. The organization was founded in 1986 by Jeff Cohen and Martin A. Lee. FAIR monitors American news media for bias, inaccu ...
writer
Jim Naureckas Jim Naureckas (born 1964 in Libertyville, Illinois) is the editor of ''Extra!'', the magazine of FAIR (Fairness and Accuracy in Reporting). He graduated from Stanford University in 1985 with a bachelor's degree in political science. He covered the ...
criticized the media response, saying that "While many of these discussions included sharp criticisms of the book, media accounts showed a disturbing tendency to accept Murray and Herrnstein's premises and evidence even while debating their conclusions". A 1995 article by the
Brookings Institute The Brookings Institution, often stylized as simply Brookings, is an American research group founded in 1916. Located on Think Tank Row in Washington, D.C., the organization conducts research and education in the social sciences, primarily in e ...
argued that critics had narrowly focused their attention on the book's arguments regarding race and intelligence while ignoring other contents of the book, but added that "the book may have fared even worse had the discussion of race and genetics not distracted attention from some serious problems of analysis and logic in its main arguments. There are indeed some useful messages in the book. But there is also much wrong with it." After reviewers had more time to review the book's research and conclusions, more significant criticisms began to appear.
Nicholas Lemann Nicholas Berthelot Lemann is an American writer and academic, the Joseph Pulitzer II and Edith Pulitzer Moore Professor of Journalism and Dean Emeritus of the Faculty of Journalism at the Columbia University Graduate School of Journalism. He has be ...
, writing in ''Slate'', said that later reviews showed the book was "full of mistakes ranging from sloppy reasoning to mis-citations of sources to outright mathematical errors." Lemann said that "Unsurprisingly, all the mistakes are in the direction of supporting the authors' thesis." Many criticisms were collected in the book ''
The Bell Curve Debate ''The Bell Curve Debate'' is a 1995 book edited by the historian Russell Jacoby and the writer Naomi Glauberman. Summary A response to ''The Bell Curve'' (1994), by the psychologist Richard Herrnstein and the political scientist Charles Murra ...
''.


Lack of peer review

Herrnstein and Murray did not submit their work to
peer review Peer review is the evaluation of work by one or more people with similar competencies as the producers of the work (peers). It functions as a form of self-regulation by qualified members of a profession within the relevant field. Peer review ...
before publication, an omission many have seen as incompatible with their presentation of it as a scholarly text.
Nicholas Lemann Nicholas Berthelot Lemann is an American writer and academic, the Joseph Pulitzer II and Edith Pulitzer Moore Professor of Journalism and Dean Emeritus of the Faculty of Journalism at the Columbia University Graduate School of Journalism. He has be ...
noted that the book was not circulated in galley proofs, a common practice to allow potential reviewers and media professionals an opportunity to prepare for the book's arrival.


"Mainstream Science on Intelligence" statement

An opinion statement endorsing a number of the views presented in ''The Bell Curve'' called "
Mainstream Science on Intelligence "Mainstream Science on Intelligence" was a public statement issued by a group of researchers of topics associated with intelligence testing. It was published originally in ''The Wall Street Journal'' on December 13, 1994, as a response to criticis ...
" was published in ''
The Wall Street Journal ''The Wall Street Journal'' is an American business-focused, international daily newspaper based in New York City, with international editions also available in Chinese and Japanese. The ''Journal'', along with its Asian editions, is published ...
'' in 1994 and subsequently reprinted in the journal ''
Intelligence Intelligence has been defined in many ways: the capacity for abstraction, logic, understanding, self-awareness, learning, emotional knowledge, reasoning, planning, creativity, critical thinking, and problem-solving. More generally, it can b ...
''. The statement was drafted by
Linda Gottfredson Linda Susanne Gottfredson (née Howarth; born 1947) is an American psychologist and writer. She is professor emeritus of educational psychology at the University of Delaware and co-director of the Delaware-Johns Hopkins Project for the Study of I ...
, a professor of
educational psychology Educational psychology is the branch of psychology concerned with the scientific study of human learning. The study of learning processes, from both cognitive and behavioral perspectives, allows researchers to understand individual differences i ...
at the
University of Delaware The University of Delaware (colloquially UD or Delaware) is a public land-grant research university located in Newark, Delaware. UD is the largest university in Delaware. It offers three associate's programs, 148 bachelor's programs, 121 mas ...
. It was sent to 131 researchers whom Gottfredsen described as "experts in intelligence and allied fields". Of these, 52 signed the statement, 48 returned the request with an explicit refusal to sign, and 31 ignored the request. According to a 1996 response by former
American Psychological Association The American Psychological Association (APA) is the largest scientific and professional organization of psychologists in the United States, with over 133,000 members, including scientists, educators, clinicians, consultants, and students. It ha ...
president
Donald Campbell Donald is a masculine given name derived from the Gaelic name ''Dòmhnall''.. This comes from the Proto-Celtic *''Dumno-ualos'' ("world-ruler" or "world-wielder"). The final -''d'' in ''Donald'' is partly derived from a misinterpretation of the ...
, only ten of those who signed were actual experts in intelligence measurement. The
Southern Poverty Law Center The Southern Poverty Law Center (SPLC) is an American 501(c)(3) nonprofit legal advocacy organization specializing in civil rights and public interest litigation. Based in Montgomery, Alabama, it is known for its legal cases against white s ...
reports that 20 of the signers were recipients of funding from the
white-supremacist White supremacy or white supremacism is the belief that white people are superior to those of other races and thus should dominate them. The belief favors the maintenance and defense of any power and privilege held by white people. White su ...
organization the
Pioneer Fund Pioneer Fund is an American non-profit foundation established in 1937 "to advance the scientific study of heredity and human differences". The organization has been described as racist and white supremacist in nature. One of its first project ...
, including Gottfredson herself. In subsequent years, both the substance and the interpretation of this letter have received widespread criticism from the scientific community.


APA task force report

In response to the controversy surrounding ''The Bell Curve'', the
American Psychological Association The American Psychological Association (APA) is the largest scientific and professional organization of psychologists in the United States, with over 133,000 members, including scientists, educators, clinicians, consultants, and students. It ha ...
's Board of Scientific Affairs established a special task force chaired by
Ulric Neisser Ulric Richard Gustav Neisser (December 8, 1928 – February 17, 2012) was a German-American psychologist, Cornell University professor, and member of the US National Academy of Sciences. He has been referred to as the "father of cognitive p ...
to publish an investigative report focusing solely on the research presented in the book, not the policy recommendations that it made. The report, " Intelligence: Knowns and Unknowns", was first released in 1995 and published in ''
American Psychologist ''American Psychologist'' is a peer-reviewed academic journal published by the American Psychological Association. The journal publishes articles of broad interest to psychologists, including empirical reports and scholarly reviews covering scien ...
'' in 1996. Regarding explanations for racial differences, the APA task force stated: ''American Psychologist'' subsequently published eleven critical responses in January 1997.


Criticism of assumptions


Criticism by Stephen Jay Gould

Stephen Jay Gould Stephen Jay Gould (; September 10, 1941 – May 20, 2002) was an American paleontologist, evolutionary biologist, and historian of science. He was one of the most influential and widely read authors of popular science of his generation. Gould sp ...
wrote that the "entire argument" of the authors of ''The Bell Curve'' rests on four unsupported, and mostly false, assumptions about intelligence: # Intelligence must be reducible to a single number. # Intelligence must be capable of rank ordering people in a linear order. # Intelligence must be primarily genetically based. # Intelligence must be essentially immutable. In a 1995 interview with
Frank Miele Frank Miele (born ) is an American journalist and senior editor at ''Skeptic''. He is best known for his advocacy of the concept of race, as well as defending the hereditarian hypotheses in its relation to race and intelligence. Miele earned his B ...
of ''
Skeptic Skepticism, also spelled scepticism, is a questioning attitude or doubt toward knowledge claims that are seen as mere belief or dogma. For example, if a person is skeptical about claims made by their government about an ongoing war then the ...
'', Murray denied making each of these four assumptions.


Criticism by James Heckman

The
Nobel Memorial Prize The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel ( sv, Sveriges riksbanks pris i ekonomisk vetenskap till Alfred Nobels minne), is an economics award administered ...
-winning economist
James Heckman James Joseph Heckman (born April 19, 1944) is a Nobel Prize-winning American economist at the University of Chicago, where he is The Henry Schultz Distinguished Service Professor in Economics and the College; Professor at the Harris School of Pu ...
considers two assumptions made in the book to be questionable: that ''g'' accounts for
correlation In statistics, correlation or dependence is any statistical relationship, whether causal or not, between two random variables or bivariate data. Although in the broadest sense, "correlation" may indicate any type of association, in statistics ...
across test scores and performance in society, and that ''g'' cannot be manipulated. Heckman's reanalysis of the evidence used in ''The Bell Curve'' found contradictions: # The factors that explain wages receive different weights than the factors that explain test scores. More than ''g'' is required to explain either. # Other factors besides ''g'' contribute to social performance, and they can be manipulated.. In response, Murray argued that this was a
straw man A straw man (sometimes written as strawman) is a form of argument and an informal fallacy of having the impression of refuting an argument, whereas the real subject of the argument was not addressed or refuted, but instead replaced with a false ...
and that the book does not argue that ''g'' or IQ are totally immutable or the only factors affecting outcomes. In a 2005 interview, Heckman praised ''The Bell Curve'' for breaking "a taboo by showing that differences in ability existed and predicted a variety of socioeconomic outcomes" and for playing "a very important role in raising the issue of differences in ability and their importance" and stated that he was "a bigger fan of 'The Bell Curve''than you might think." However, he also maintained that Herrnstein and Murray overestimated the role of heredity in determining intelligence differences.
Interview with James Heckman
'. Douglas Clement. June 2005. ''The Region.''


Criticism by Noam Chomsky

In 1995,
Noam Chomsky Avram Noam Chomsky (born December 7, 1928) is an American public intellectual: a linguist, philosopher, cognitive scientist, historian, social critic, and political activist. Sometimes called "the father of modern linguistics", Chomsky is ...
criticized the book and its assumptions on IQ. He takes issue with the idea that IQ is 60% heritable, arguing that the "statement is meaningless" because
heritability Heritability is a statistic used in the fields of breeding and genetics that estimates the degree of ''variation'' in a phenotypic trait in a population that is due to genetic variation between individuals in that population. The concept of h ...
does not have to be genetic. Chomsky gives the example of women wearing
earrings An earring is a piece of jewelry attached to the ear via a piercing in the earlobe or another external part of the ear (except in the case of clip earrings, which clip onto the lobe). Earrings have been worn by people in different civilizations ...
: He goes on to say there is almost no evidence of a genetic link, and greater evidence that environmental issues are what determine IQ differences.


Criticism by Ned Block

Philosopher
Ned Block Ned Joel Block (born 1942) is an American philosopher working in philosophy of mind who has made important contributions to the understanding of consciousness and the philosophy of cognitive science. He has been professor of philosophy and psych ...
argues that ''The Bell Curve'' misleads about intelligence as it conflates genetic determination with
heritability Heritability is a statistic used in the fields of breeding and genetics that estimates the degree of ''variation'' in a phenotypic trait in a population that is due to genetic variation between individuals in that population. The concept of h ...
. Genetic determination and heritability are not interchangeable as there are traits that are genetically determined but not heritable, and vice versa. For example, the number of fingers on a human hand are genetically determined as genes code for five fingers in nearly everybody. However, the heritability of the number of fingers is very low, as variations in numbers of fingers are usually environmentally caused. The aforementioned earring example quoted by Chomsky is an instance where the opposite is true: high heritability, but not genetic determination. Given that genetic determination and heritability are not equivalent, Block contends that IQ is one such trait that is heritable but not genetically determined. Block cites the fact that IQ has not been constant as evidence, namely the increase of approximately 15 points of IQ across the world after World War 2 (around the same gap between blacks and whites), something that Murray himself notes in ''The Bell Curve''. Since this is the case, the conclusions that Murray draws are based on equivocating between genetic determination and heritability, which Block criticizes as intellectually dishonest. Finally, Block contends that utilizing twin studies to randomize the environment automatically fail: Black twins will always bring a part of their environment with them as they are both Black and will be treated as such. Canadian psychologist Sidney Segalowitz concurs with Block that twin studies fail to draw conclusions about heritability, and as a result Murray's work is methodologically flawed.


Statistical methods

Claude S. Fischer,
Michael Hout Michael Hout (born May 14, 1950) is a Professor of Sociology at New York University. His contributions to sociology include using demographic methods to study social change in inequality, religion, and politics. His current work used the General ...
, Martín Sánchez Jankowski, Samuel R. Lucas,
Ann Swidler Ann Swidler (born December 11, 1944) is an American sociologist and professor of sociology at the University of California, Berkeley. Swidler is most commonly known as a cultural sociologist and authored one of the most-cited articles in sociol ...
, and Kim Voss in the book '' Inequality by Design'' recalculated the effect of socioeconomic status, using the same variables as ''The Bell Curve'', but weighting them differently. They found that if IQ scores are adjusted, as Herrnstein and Murray did, to eliminate the effect of
education Education is a purposeful activity directed at achieving certain aims, such as transmitting knowledge or fostering skills and character traits. These aims may include the development of understanding, rationality, kindness, and honesty. Va ...
, the ability of IQ to predict
poverty Poverty is the state of having few material possessions or little income. Poverty can have diverse social, economic, and political causes and effects. When evaluating poverty in ...
can become dramatically larger, by as much as 61 percent for whites and 74 percent for blacks. According to the authors, Herrnstein and Murray's finding that IQ predicts poverty much better than socioeconomic status is substantially a result of the way they handled the statistics. In August 1995,
National Bureau of Economic Research The National Bureau of Economic Research (NBER) is an American private nonprofit research organization "committed to undertaking and disseminating unbiased economic research among public policymakers, business professionals, and the academic c ...
economist An economist is a professional and practitioner in the social sciences, social science discipline of economics. The individual may also study, develop, and apply theories and concepts from economics and write about economic policy. Within this ...
Sanders Korenman and
Harvard University Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of higher le ...
sociologist
Christopher Winship Christopher Winship (born March 5, 1950) is Diker-Tishman Professor of sociology at Harvard University, and principal of the Hauser Center for Nonprofit Organizations at Harvard. He is best known for his contributions to quantitative methods in so ...
argued that measurement error was not properly handled by Herrnstein and Murray. Korenman and Winship concluded: "...there is evidence of substantial bias due to measurement error in their estimates of the effects of parents' socioeconomic status. In addition, Herrnstein and Murray's measure of parental socioeconomic status (SES) fails to capture the effects of important elements of family background (such as single-parent family structure at age 14). As a result, their analysis gives an exaggerated impression of the importance of IQ relative to parents' SES, and relative to family background more generally. Estimates based on a variety of methods, including analyses of siblings, suggest that parental family background is at least as important, and may be more important than IQ in determining socioeconomic success in adulthood." In the book ''Intelligence, Genes, and Success: Scientists Respond to The Bell Curve'', a group of social scientists and statisticians analyzes the genetics-intelligence link, the concept of intelligence, the malleability of intelligence and the effects of education, the relationship between
cognitive ability Cognitive skills, also called cognitive functions, cognitive abilities or cognitive capacities, are brain-based skills which are needed in acquisition of knowledge, manipulation of information and reasoning. They have more to do with the mechanisms ...
,
wage A wage is payment made by an employer to an employee for work done in a specific period of time. Some examples of wage payments include compensatory payments such as ''minimum wage'', '' prevailing wage'', and ''yearly bonuses,'' and remune ...
s and
meritocracy Meritocracy (''merit'', from Latin , and ''-cracy'', from Ancient Greek 'strength, power') is the notion of a political system in which economic goods and/or political power are vested in individual people based on talent, effort, and achiev ...
, pathways to racial and ethnic inequalities in health, and the question of
public policy Public policy is an institutionalized proposal or a decided set of elements like laws, regulations, guidelines, and actions to solve or address relevant and real-world problems, guided by a conception and often implemented by programs. Public p ...
. This work argues that much of the public response was polemic, and failed to analyze the details of the science and validity of the statistical arguments underlying the book's conclusions.


Use of AFQT

William J. Matthews writes that part of ''The Bell Curves analysis is based on the AFQT "which is not an IQ test but designed to predict performance of certain criterion variables".William J. Matthews, Ph.D. (1998)
A Review of the Bell Curve: Bad Science Makes for Bad Conclusions
'
The AFQT covers subjects such as trigonometry. Heckman observed that the AFQT was designed only to predict success in military training schools and that most of these tests appear to be achievement tests rather than ability tests, measuring factual knowledge and not pure ability. He continues:

' James J. Heckman. March 1995. ''Reason''
Janet Currie Janet Currie is a Canadian-American economist and the Henry Putnam Professor of Economics and Public Affairs at Princeton University's School of Public and International Affairs, where she is Co-Director of the Center for Health and Wellbeing. S ...
and Duncan Thomas presented evidence suggesting AFQT scores are likely better markers for family background than "intelligence" in a 1999 study:


Cognitive sorting and the "cognitive elite" concept

The cognitive elite concept has been widely criticized. Frank Wilson refuted "as cultural superstition and social science pornography ''The Bell Curves theories on the role of intelligence in the social stratification of postindustrial America." Nicholas Lemann described the notion of a cognitive elite as "a sociological cartoon with political uses, not a phenomenon to be accepted at face value." Charles R. Tittle and Thomas Rotolo found that the more the written, IQ-like, examinations are used as screening devices for occupational access, the stronger the relationship between IQ and income. Thus, rather than higher IQ leading to status attainment because it indicates skills needed in a modern society, IQ may reflect the same test-taking abilities used in artificial screening devices by which status groups protect their domains. Min-Hsiung Huang and
Robert M. Hauser Robert Mason Hauser is an American sociologist. He is the Vilas Research and Samuel F. Stouffer professor of sociology emeritus at the University of Wisconsin–Madison, where he served as director of the Institute for Research on Poverty and the ...
write that Herrnstein and Murray provide scant evidence of growth in cognitive sorting. Using data from the General Social Survey, they tested each of these hypotheses using a short verbal ability test which was administered to about 12,500 American adults between 1974 and 1994; the results provided no support for any of the trend hypotheses advanced by Herrnstein and Murray. One chart in ''The Bell Curve'' purports to show that people with IQs above 120 have become "rapidly more concentrated" in high-IQ occupations since 1940. But Robert Hauser and his colleague Min-Hsiung Huang retested the data and came up with estimates that fell "well below those of Herrnstein and Murray." They add that the data, properly used, "do not tell us anything except that selected, highly educated occupation groups have grown rapidly since 1940." In 1972,
Noam Chomsky Avram Noam Chomsky (born December 7, 1928) is an American public intellectual: a linguist, philosopher, cognitive scientist, historian, social critic, and political activist. Sometimes called "the father of modern linguistics", Chomsky is ...
questioned Herrnstein's idea that society was developing towards a
meritocracy Meritocracy (''merit'', from Latin , and ''-cracy'', from Ancient Greek 'strength, power') is the notion of a political system in which economic goods and/or political power are vested in individual people based on talent, effort, and achiev ...
. Chomsky criticized the assumptions that people only seek occupations based on material gain. He argued that Herrnstein would not want to become a baker or lumberjack even if he could earn more money that way. He also criticized the assumption that such a society would be fair with pay based on value of contributions. He argued that because there are already substantial inequalities, people will often be paid at levels that preserve such inequalities rather than commensurately with their contribution to society.Chomsky, Noam. 1972.
"Chomsky on IQ and inequality". ''I.Q. Tests: Building Blocks for the New Class System''
." ''Rampart'': 24–30. pp. 26–28, 30.


Race and intelligence

One part of the controversy concerned the parts of the book which dealt with racial group differences on IQ and the consequences of this. In chapter 13, the authors state: "It seems highly likely to us that both genes and the environment have something to do with racial differences." The introduction to the chapter, however, provides the caveat that "The debate about whether and how much genes and environment have to do with ethnic differences remains unresolved". In an article praising the book, economist
Thomas Sowell Thomas Sowell (; born June 30, 1930) is an American author, economist, political commentator and academic who is a senior fellow at the Hoover Institution. With widely published commentary and books—and as a guest on TV and radio—he becam ...
criticized some of its aspects, including some of its arguments about race and the malleability of IQ: In 1996,
Stephen Jay Gould Stephen Jay Gould (; September 10, 1941 – May 20, 2002) was an American paleontologist, evolutionary biologist, and historian of science. He was one of the most influential and widely read authors of popular science of his generation. Gould sp ...
released a revised and expanded edition of his 1981 book ''
The Mismeasure of Man ''The Mismeasure of Man'' is a 1981 book by paleontologist Stephen Jay Gould. The book is both a History of science, history and critique of the statistical methods and cultural motivations underlying biological determinism, the belief that "the s ...
'', intended to more directly refute many of ''The Bell Curves claims regarding
race and intelligence Discussions of race and intelligence – specifically, claims of differences in intelligence along racial lines – have appeared in both popular science and academic research since the modern concept of Race (human categorization), race was fi ...
, and argued that the evidence for
heritability of IQ Research on the heritability of IQ inquires into the degree of variation in IQ within a population that is due to genetic variation Genetic variation is the difference in DNA among individuals or the differences between populations. The multiple ...
did not indicate a genetic origin to group differences in intelligence. Psychologist
David Marks David Lee Marks (born August 22, 1948) is an American guitarist who is best known for being an early member of the Beach Boys. While growing up in Hawthorne, California, Marks was a neighborhood friend of the original band members and was a freq ...
has suggested that the
ASVAB The Armed Services Vocational Aptitude Battery (ASVAB) is a multiple choice test, administered by the United States Military Entrance Processing Command, used to determine qualification for enlistment in the United States Armed Forces. It is ...
test used in the analyses of ''The Bell Curve'' correlates highly with measures of literacy, and argues that the ASVAB test in fact is not a measure of general intelligence but of literacy.
Melvin Konner __NOTOC__ Melvin Joel Konner (born 1946) is an American anthropologist who is the Samuel Candler Dobbs Professor of Anthropology and of Neuroscience and Behavioral Biology at Emory University. He studied at Brooklyn College, CUNY (1966), where ...
, professor of
anthropology Anthropology is the scientific study of humanity, concerned with human behavior, human biology, cultures, societies, and linguistics, in both the present and past, including past human species. Social anthropology studies patterns of behavi ...
and associate professor of
psychiatry Psychiatry is the medical specialty devoted to the diagnosis, prevention, and treatment of mental disorders. These include various maladaptations related to mood, behaviour, cognition, and perceptions. See glossary of psychiatry. Initial psych ...
and
neurology Neurology (from el, wikt:νεῦρον, νεῦρον (neûron), "string, nerve" and the suffix wikt:-logia, -logia, "study of") is the branch of specialty (medicine), medicine dealing with the diagnosis and treatment of all categories of co ...
at
Emory University Emory University is a private research university in Atlanta, Georgia. Founded in 1836 as "Emory College" by the Methodist Episcopal Church and named in honor of Methodist bishop John Emory, Emory is the second-oldest private institution of ...
, called ''Bell Curve'' a "deliberate assault on efforts to improve the school performance of African-Americans": The 2014 textbook ''Evolutionary Analysis'' by Herron and Freeman devoted an entire chapter to debunking what they termed the "Bell Curve fallacy", saying that "Murray and Herrnstein's argument amounts to little more than an appeal to personal incredulity" and that it is a mistake to think that heritability can tell us something about the causes of differences between population means. In reference to the comparison of African-American with European-American IQ scores, the text states that only a common garden experiment, in which the two groups are raised in an environment typically experienced by European-Americans, would allow one to see if the difference is genetic. This kind of experiment, routine with plants and animals, cannot be conducted with humans. Nor is it possible to approximate this design with adoptions into families of the different groups, because the children would be recognizable and possibly be treated differently. The text concludes: "There is no way to assess whether genetics has anything to do with the difference in IQ score between ethnic groups." Rutledge M. Dennis suggests that through
soundbite A sound bite or soundbite is a short clip of speech or music extracted from a longer piece of audio, often used to promote or exemplify the full length piece. In the context of journalism, a sound bite is characterized by a short phrase or sentence ...
s of works like Jensen's famous study on the achievement gap, and Herrnstein and Murray's book ''The Bell Curve'', the media "paints a picture of Blacks and other people of color as collective biological illiterates—as not only intellectually unfit but evil and criminal as well", thus providing, he says "the logic and justification for those who would further disenfranchise and exclude racial and ethnic minorities". Charles Lane pointed out that 17 of the researchers whose work is referenced by the book have also contributed to ''
Mankind Quarterly ''Mankind Quarterly'' is a peer-reviewed journal that has been described as a "cornerstone of the scientific racism establishment", a "white supremacist journal", and "a pseudo-scholarly outlet for promoting racial inequality". It covers phy ...
'', a journal of anthropology founded in 1960 in Edinburgh, which has been viewed as supporting the theory of the genetic superiority of white people. David Bartholomew reports Murray's response as part of the controversy over the Bell Curve. In his afterword to the 1996 Free Press edition of ''The Bell Curve'', Murray responded that the book "draws its evidence from more than a thousand scholars" and among the researchers mentioned in Lane's list "are some of the most respected psychologists of our time and that almost all of the sources referred to as tainted are articles published in leading refereed journals". ''The Bell Curve Wars: Race, Intelligence, and the Future of America'' is a collection of articles published in reaction to the book. Edited by Steven Fraser, the writers of these essays do not have a specific viewpoint concerning the content of ''The Bell Curve'', but express their own critiques of various aspects of the book, including the research methods used, the alleged hidden biases in the research and the policies suggested as a result of the conclusions drawn by the authors. Fraser writes that "by scrutinizing the footnotes and bibliography in ''The Bell Curve'', readers can more easily recognize the project for what it is: a chilly synthesis of the work of disreputable race theorists and eccentric
eugenicists Eugenics ( ; ) is a fringe set of beliefs and practices that aim to improve the genetic quality of a human population. Historically, eugenicists have attempted to alter human gene pools by excluding people and groups judged to be inferior or ...
".


Allegations of racism

Since the book provided statistical data making the assertion that blacks were, on average, less intelligent than whites, some people have argued that ''The Bell Curve'' could be used by extremists to justify genocide and hate crimes. Much of the work referenced by ''The Bell Curve'' was funded by the
Pioneer Fund Pioneer Fund is an American non-profit foundation established in 1937 "to advance the scientific study of heredity and human differences". The organization has been described as racist and white supremacist in nature. One of its first project ...
, which aims to advance the scientific study of heredity and human differences, and which has been accused of promoting
white supremacist White supremacy or white supremacism is the belief that white people are superior to those of other Race (human classification), races and thus should dominate them. The belief favors the maintenance and defense of any Power (social and polit ...
views, particularly
scientific racism Scientific racism, sometimes termed biological racism, is the pseudoscience, pseudoscientific belief that empirical evidence exists to support or justify racism (racial discrimination), racial inferiority, or racial superiority.. "Few tragedies ...
. Murray criticized the characterization of the Pioneer Fund as a racist organization, arguing that it has as much relationship to its founder as "
Henry Ford Henry Ford (July 30, 1863 – April 7, 1947) was an American industrialist, business magnate, founder of the Ford Motor Company, and chief developer of the assembly line technique of mass production. By creating the first automobile that mi ...
and today's
Ford Foundation The Ford Foundation is an American private foundation with the stated goal of advancing human welfare. Created in 1936 by Edsel Ford and his father Henry Ford, it was originally funded by a US$25,000 gift from Edsel Ford. By 1947, after the death ...
". Evolutionary biologist
Joseph L. Graves Joseph L. Graves Jr. (born 1955) is an American Evolutionary biology, evolutionary biologist and geneticist. He is a professor of biological science at North Carolina Agricultural and Technical State University, and a former associate dean for res ...
described ''The Bell Curve'' as an example of racist science, containing all the types of errors in the application of scientific method that have characterized the history of
scientific racism Scientific racism, sometimes termed biological racism, is the pseudoscience, pseudoscientific belief that empirical evidence exists to support or justify racism (racial discrimination), racial inferiority, or racial superiority.. "Few tragedies ...
: # Claims that are not supported by the data given # Errors in calculation that invariably support the hypothesis # No mention of data that contradict the hypothesis # No mention of theories and data that conflict with core assumptions # Bold policy recommendations that are consistent with those advocated by racists. Eric Siegel wrote on the ''Scientific American'' blog that the book "endorses prejudice by virtue of what it does not say. Nowhere does the book address why it investigates racial differences in IQ. By never spelling out a reason for reporting on these differences in the first place, the authors transmit an unspoken yet unequivocal conclusion: Race is a helpful indicator as to whether a person is likely to hold certain capabilities. Even if we assume the presented data trends are sound, the book leaves the reader on his or her own to deduce how to best put these insights to use. The net effect is to tacitly condone the prejudgment of individuals based on race." Similarly, Howard Gardner accused the authors of engaging in "scholarly
brinkmanship Brinkmanship (or brinksmanship) is the practice of trying to achieve an advantageous outcome by pushing dangerous events to the brink of active conflict. The maneuver of pushing a situation with the opponent to the brink succeeds by forcing the op ...
", arguing that "Whether concerning an issue of science, policy, or rhetoric, the authors come dangerously close to embracing the most extreme positions, yet in the end shy away from doing so ... Scholarly brinkmanship encourages the reader to draw the strongest conclusions, while allowing the authors to disavow this intention." Columnist
Bob Herbert Robert Herbert (born March 7, 1945) is an American journalist and former op-ed columnist for '' The New York Times''. His column was syndicated to other newspapers around the country. Herbert frequently writes on poverty, the Iraq War, racis ...
, writing for ''
The New York Times ''The New York Times'' (''the Times'', ''NYT'', or the Gray Lady) is a daily newspaper based in New York City with a worldwide readership reported in 2020 to comprise a declining 840,000 paid print subscribers, and a growing 6 million paid ...
'', described the book as "a scabrous piece of racial pornography masquerading as serious scholarship". "Mr. Murray can protest all he wants", wrote Herbert; "his book is just a genteel way of calling somebody a
nigger In the English language, the word ''nigger'' is an ethnic slur used against black people, especially African Americans. Starting in the late 1990s, references to ''nigger'' have been progressively replaced by the euphemism , notably in cases ...
."


See also

*
Melanin theory Melanin theory is a set of pseudoscientific claims made by some proponents of Afrocentrism, which holds that black people, including ancient Egyptians, have superior mental, physical, and paranormal powers because they have higher levels of mel ...
* '' Human Diversity'' (2020) by Charles Murray


Notes


References

* Devlin, Bernie, et al. (1997). ''Intelligence, Genes, and Success: Scientists Respond to The Bell Curve.'' Copernicus Books, . * Fischer, Claude S., et al. (1996). '' Inequality by Design: Cracking the Bell Curve Myth''
Princeton University Press Princeton University Press is an independent publisher with close connections to Princeton University. Its mission is to disseminate scholarship within academia and society at large. The press was founded by Whitney Darrow, with the financial su ...
, . * *


Further reading

* * * * * **


External links


Audiobook of ''The Bell Curve''
read by Murray, (Internet Archive).


Interviews with Murray


Interview with Murray on ''The Bell Curve''
from
C-SPAN Cable-Satellite Public Affairs Network (C-SPAN ) is an American cable and satellite television network that was created in 1979 by the cable television industry as a nonprofit public service. It televises many proceedings of the United States ...
's ''
Booknotes ''Booknotes'' is an American television series on the C-SPAN network hosted by Brian Lamb, which originally aired from 1989 to 2004. The format of the show is a one-hour, one-on-one interview with a non-fiction author. The series was broadcast at ...
'', aired December 4, 1994. * '' The Open Mind'' interview with Charles Murray, 1995
Part 1Part 2
*
'The Bell Curve' 20 years later: A Q&A with Charles Murray
American Enterprise Institute The American Enterprise Institute for Public Policy Research, known simply as the American Enterprise Institute (AEI), is a center-right Washington, D.C.–based think tank that researches government, politics, economics, and social welfare. ...
blog, October 16, 2014 * Harris, Sam (April 2017)
Waking Up Podcast – #73
- interview of Murray.


Responses to ''The Bell Curve''

* *
Fairness and Accuracy in Reporting Fairness & Accuracy In Reporting (FAIR) is a progressive left-leaning media critique organization based in New York City. The organization was founded in 1986 by Jeff Cohen and Martin A. Lee. FAIR monitors American news media for bias, inaccu ...

Racism Resurgent: How Media Let The Bell Curve's Pseudo-Science Define the Agenda on Race
(January/February 1995) * - critique of Murray and Herrnstein's statistical techniques * Heckman, James

, ''Journal of Political Economy'', October 1995. * Reifman, Alan (2000)
"Revisiting the Bell Curve"
'' Psycoloquy'' 11, #99 * Siegel, Eric (2017)
"The Real Problem with Charles Murray and The Bell Curve
''Scientific American blog'', April 2017. * Krenz, Claudia

{{DEFAULTSORT:Bell Curve, The 1994 non-fiction books Books about human intelligence Books about the United States Books by Charles Murray Books by Richard Herrnstein English-language books Free Press (publisher) books Genetics books Collaborative non-fiction books Race and intelligence controversy Scientific racism