Genes, Heritability, ‘Race’, and Intelligence: Misapprehensions and Implications
Open accessAbstract
The role of genetics in determining measured differences in mean IQ between putative racial groups has been a focus of intense discussion and disagreement for more than 50 years. While the last several decades of research have definitively demonstrated that genetic variation can influence measures of cognitive function, the inferences drawn by some participants in the controversy regarding the implications of these findings for racial differences in cognitive ability are highly dubious. Of equal importance, there is no compelling scientific rationale for focusing on and devoting substantial effort to determining mean differences in intelligence or other cognitive functions between groups with incompletely defined and dynamic (and therefore not definitively definable) boundaries.
AI snapshot
Written from the paper’s full text.
TL;DR
This commentary argues that heritability is widely misunderstood and cannot justify genetic explanations for mean cognitive differences between putative racial groups. It contends that genetic variation influences cognition, but group boundaries are arbitrary and environmental factors can alter cognitive outcomes, so individuals should be evaluated as individuals.
Key findings
- Heritability is a population-specific measure of phenotypic variation attributable to genotypic variation; it is not an intrinsic property of a trait, gene, or individual, and high heritability does not imply immutability or that between-group mean differences are genetic.
- Genetic variation affects brain development and cognitive functioning: mutations affecting products of more than 100 genes on the X chromosome alone have been associated with intellectual disability.
- Environmental factors can reduce IQ; a cited meta-analysis of 7 reports concluded that full-scale IQ scores are inversely proportional to blood lead (Pb) values.
- Putative racial groups have imprecise, dynamic boundaries, and there is more genetic variation among people of Africa than among people on all other continents; the paper sees no compelling scientific reason to study mean cognitive differences between such groups.
Methods
- Design: conceptual/commentary article, not an empirical study; the author enumerates seven critical misunderstandings about genes, heritability, race, and intelligence and discusses them.
- Data or sample: no original dataset; the argument draws on cited literature and examples, including a lead–IQ meta-analysis of 7 reports, X-linked intellectual disability findings, Zimbabwe albinism reporting, studies on neighborhood violence and cognitive performance, and an early-life stress study.
- Main analysis: narrative synthesis of heritability definitions, genotype–phenotype interactions, norms of reaction, and human genetic variation.
Limitations
- Stated: much more research is required to establish whether early-life stress mechanisms influence measures of intelligence; environmental factors affecting performance are extremely difficult to fully delineate or assess; and the paper finds no satisfactory answer for why mean group differences in intelligence are worthy of investigation.
- Evident: as a commentary, it presents no new empirical data or systematic review, and its examples are selective, including podcast and news quotations.
- Evident: the paper does not provide a quantitative estimate of genetic versus environmental contributions to group differences, which is consistent with its argument that such estimates are not currently possible.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
10 of 15 cited sources checked · 5 supported · 0 flagged · accuracy not yet measured
- Premisecitation
A large body of experimental literature demonstrates causal connections between a variety of genetic variants of multiple types and intellectual disability.
“A large body of experimental literature demonstrates causal connections between a variety of genetic variants of multiple types and intellectual disability.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [19] Neri, 2018, X-linked intellectual disability update 2017, Am. J. Med. Genet. A source
- Findingcitation
Mutations affecting the functioning of products produced by more than 100 genes on the X-chromosome alone have been associated with intellectual disability.
“Mutations affecting the functioning of products produced by more than 100 genes on the X-chromosome alone have been associated with intellectual disability [19].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [19] Neri, 2018, X-linked intellectual disability update 2017, Am. J. Med. Genet. A source
- Premisecitation
Variation in the lengths and number of fingers on human hands results from genetic variation.
“The variation in the lengths and number of fingers on human hands that results from genetic variation, and there is such variation [14,15], has helped to identify the genes that are involved in constructing human hands in development through the stages from embryo to fetus to neonate.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [14] Umair, 2018, Clinical Genetics of Polydactyly: An Updated Review, Front. Genet. source
The Abstract (page unavailable) identifies extra fingers or toes as a hereditary anomaly and names genes associated with polydactyly, supporting genetic variation in finger number. The paper does not establish that variation in the lengths of human fingers results from genetic variation; a search for finger and digit length did not find that point. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [15] Temtamy, S.A., and Aglan, M.S. (2008). Brachydactyly. Orphanet J. Rare Dis., Available online: http://www.ojrd.com/content/3/1/15. source
- Premisecitation
Genetic variation at many genomic loci substantially influences variation in intelligence and other cognitive capacities or behaviors.
“The evidence is overwhelming that genetic variation at many genomic loci substantially influences variation in intelligence and other cognitive capacities or behaviors.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [19] Neri, 2018, X-linked intellectual disability update 2017, Am. J. Med. Genet. A source
The Abstract identifies 141 X-linked genes associated with intellectual disability, supporting the point that variation at many loci can affect intellectual functioning. The paper does not establish the broader claim about variation in intelligence across the population or in other cognitive capacities and behaviors; its focus is X-linked intellectual disability. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Genetic variation affects variation in brain development and neural and cognitive functioning.
“Another basic reality beyond dispute is that genetic variation affects variation in brain development and neural and cognitive functioning.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [19] Neri, 2018, X-linked intellectual disability update 2017, Am. J. Med. Genet. A source
- Premisecitation
There is more genetic variation among the people of Africa than among the people living on all other continents.
“there is more genetic variation among the people of Africa than among the people living on all other continents [25].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [25] McGuire, 2020, The road ahead in genetics and genomics, Nat. Rev. Genet. source
- Premisecitation
Violence in a neighborhood can depress measures of cognitive ability for school-aged (5-17 years old) children in that community.
“Patrick Sharkey has published several studies demonstrating that violence in a neighborhood can depress measures of cognitive ability for school-aged (5–17 years old) children in that community [22,23].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [22] Sharkey, 2010, The acute effect of local homicides on children’s cognitive performance, Proc. Natl. Acad. Sci. USA source
Materials and Methods identifies a sample aged 5–17, and the Discussion reports that recent local homicides reduced children’s cognitive-test performance. But the reported effect was acute and found among African-American children, not Hispanic children; the claim’s broader wording about neighborhood violence and children generally omits those limits. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [23] Laurito, 2019, School climate and the impact of neighborhood crime on test scores, RSF source
The Discussion reports lower English language arts test scores after neighborhood-violence exposure for sixth- to eighth-grade students attending the least safe schools. It finds no overall significant effect or effect on math scores. The claim extends this conditional test-score finding to children aged 5–17 and describes the outcome more broadly as cognitive ability; the paper does not establish those broader points. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Premisecitation
Stressful experiences early in life can affect future behavior by influencing the rates of gene transcription and translation in brain cells.
“Another recent publication offers evidence of the potential for stressful experiences early in life to affect future behavior by influencing the rates of gene transcription and translation in brain cells [24].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [24] Kronman, 2021, Long-term behavioral and cell-type-specific molecular effects of early life stress are mediated by H3K79me2 dynamics in medium spiny neurons, Nat. Neurosci. source
The Introduction and Discussion (pages not provided) link early-life stress to altered gene transcription in nucleus accumbens neurons and greater susceptibility to stress-related behavior in adult mice. The paper does not establish that altered rates of translation mediate those behavioral effects, so that part of the claim is unsupported. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Interpretationreasoning
Such genetic influence cannot be reasonably interpreted as proof that one group of people is cognitively superior to another.
“Such genetic influence cannot, therefore, be reasonably interpreted as proof that one group of people is cognitively superior to another.”
Quote in the paperNot a substantial claim - Interpretationnone given
Some genetic influences on cognitive capacities or behaviors may arise through interactions between genetic and environmental factors and be at least in part culturally mediated.
“Still, some of these influences may arise through interactions between genetic and environmental factors and be, at least in part, culturally mediated.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The value of heritability is not an intrinsic property of a gene, a trait, or a gene-trait pair for a given population or whole species.
“the value of the heritability is not an intrinsic property of a gene, a trait, or a gene-trait pair for a given population or whole species.”
Quote in the paperSubstantial claim - Premisecitation
Due to epistasis and gene-environment interactions and other factors, the phenotypic implications of possession of a particular allele may vary significantly in different individuals (variable penetrance or expressivity).
“due to epistasis and gene-environment interactions and other factors, the phenotypic implications of possession of a particular allele may vary significantly in different individuals, referred to as variable penetrance, the likelihood given possession of a specific allele that an associated trait is observed, or expressivity, the extent to which the trait associated with the gene in question is”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [17] Udayangani, S. (2021, December 22). Difference Between Penetrance and Expressivity. Available online: https://www.differencebetween.com/difference-between-penetrance-and-vs-expressivity/.
Not checked in the free run.
- cites [18] Miko, 2008, Phenotype variability: Penetrance and expressivity, Nat. Educ.
Not checked in the free run.
- Premisereasoning
A genotype that generates a more productive phenotype than another in one environment might generate a less productive phenotype in a different environment.
“a genotype, we can call A, that in comparison to genotype B generates a more productive phenotype in environment no. 1 might generate a less productive phenotype than B in environment no. 2.”
Quote in the paperSubstantial claim - Interpretationnone given
The extent of the impact of allelic variation at a particular locus on variation in a trait may either correlate or interact with one or more environmental factors such that disentangling the relative importance of genetic versus environmental factors for individuals becomes highly challenging or practically impossible.
“The extent of the impact of allelic variation at a particular locus on variation in a trait, such as happiness, cognitive function, height, eye color, or skin color may either correlate or interact with (i.e., depend on) one or more environmental factors such that disentangling the relative importance of genetic versus environmental factors for individuals becomes highly challenging or practically”
Quote in the paperNot a substantial claim - Interpretationreasoning
Even highly heritable traits can, in principle, be modified by manipulations of judiciously selected environmental factors.
“even highly heritable traits can, in principle, be modified by manipulations of judiciously selected environmental factors.”
Quote in the paperSubstantial claim - Interpretationreasoning
Even a very high percentage of heritability for a specific phenotype has no implications for how amenable to change that phenotype will be if exposed to altered environmental inputs, such as medical or social interventions that were not previously present in the study population.
“even a very high percentage of heritability for a specific phenotype has no implications for how amenable to change that phenotype will be if exposed to altered environmental inputs, such as medical or social interventions that were not previously present in the study population.”
Quote in the paperSubstantial claim - Interpretationreasoning
Changes in the relevant allele frequency distributions or in the presence or distribution of environmental factors can lead to alterations in the degree of heritability.
“changes in the relevant allele frequency distributions (which are not merely possible but over sufficiently long periods of time likely) or in the presence or distribution of environmental factors can lead to alterations in the degree of heritability.”
Quote in the paperSubstantial claim - Interpretationreasoning
The correlation between allelic variation at loci that encode proteins relevant to melanin production and other traits is likely mediated primarily by cultural beliefs, not the mechanisms of biochemistry and cell biology.
“the correlation between allelic variation at loci that encode proteins relevant to melanin production and other traits is likely mediated primarily by cultural beliefs, not the mechanisms of biochemistry and cell biology.”
Quote in the paperNot a substantial claim - Interpretationreasoning
It is extremely unlikely that it is currently possible to accurately determine the extent to which interactions between genetic variation that has no direct impact on the brain and environmental variation affect putative group differences in measures of brain function.
“it is extremely unlikely that it is currently possible to accurately determine the extent to which interactions between genetic variation that has no direct impact on the brain and environmental variation affect putative group differences in measures of brain function.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Determining a high heritability for a trait does not automatically argue against actions in social policy, medical, or other practical contexts whereby environmental factors would be modulated.
“determining a high heritability for a trait does not automatically argue against actions in social policy, medical, or other practical contexts whereby environmental factors would be modulated.”
Quote in the paperNot a substantial claim - Interpretationnone given
The influence of genetic variation on a trait can be indirect and mediated almost completely by factors other than inherent biochemical mechanisms such as culturally grounded practices and/or beliefs, such that what may be taken to be a genetic effect may be as or more appropriately viewed as originating, at least in part, from environmental causes.
“The influence of genetic variation on a trait can be indirect and be mediated almost completely by factors other than inherent biochemical mechanisms such as culturally grounded practices and/or beliefs such that what may be taken to be a genetic effect may be as or more appropriately viewed as originating, at least in part, from environmental causes”
Quote in the paperSubstantial claim - Interpretationreasoning
The implicit assumption that genes involved in influencing IQ in some putative racial groups are clearly and unalterably superior to those same genes in other racial groups, creating a static hierarchy, is unjustified.
“The implicit assumption of some participants in the controversy that genes involved in influencing IQ in some putative racial groups are clearly and unalterably superior to those same genes in other racial groups, creating a static hierarchy, is unjustified.”
- Also stated in: § 6. The Distribution of Human Genetic Variation · plain
“the implicit assumption made by some participants in the arguments about genes, race, and intelligence that there is a clear and absolute hierarchy of genotypes in terms of the cognitive abilities they can produce is not justified in the absence of data that I have never seen.”
Quote in the paperSubstantial claim - Also stated in: § 6. The Distribution of Human Genetic Variation · plain
- Interpretationnone given
The magnitude of heritability for a given trait is influenced by the particular allele frequency distributions at the relevant loci in the population studied and for which other populations may differ substantially.
“The magnitude of heritability for a given trait is influenced by the particular allele frequency distributions at the relevant loci in the population studied and for which other populations may differ substantially.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Lumping together all Africans as one race is scientifically questionable.
“So, lumping together all Africans as one race is scientifically questionable.”
Quote in the paperSubstantial claim - Interpretationreasoning
In the American context, genetic variation affecting skin color might have an impact on outcomes presumed to depend in part on cognitive capability.
“it should be possible to appreciate how genetic variation affecting skin color might have an impact on outcomes presumed to depend in part on cognitive capability.”
Quote in the paperSubstantial claim - Interpretationreasoning
What appears to be a genetically determined outcome is, in fact, due to interactions between a gene or genes and aspects of the environment.
“The key takeaway lesson is that what appears to be a genetically determined outcome is, in fact, due to interactions between a gene or genes and aspects of the environment.”
Quote in the paperSubstantial claim - Premisecitation
Environmental factors can clearly decrease putatively inherent IQ.
“there are clearly environmental factors that can decrease putatively inherent IQ.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [11] Galiciolli, 2022, IQ alteration induced by lead in developed and underdeveloped/developing countries: A systematic review and a meta-analysis, Environ. Pollut. source
- Interpretationreasoning
Dividing the people of the world into clear, discrete racial groups is misleading because the variation across the globe is most appropriately regarded as roughly continuous.
“dividing the people of the world into clear, discrete racial groups is misleading because the variation across the globe is most appropriately regarded as roughly continuous, as would be anticipated from an evolved and evolving lineage of organisms that can move around.”
Quote in the paperSubstantial claim - Interpretationnone given
The genetic variation that influences variation in measures of cognitive performance within a population is not necessarily identical to the genetic variation that influences variation in mean measures of cognitive performance between populations.
“the genetic variation that influences variation in measures of cognitive performance within a population is not necessarily identical to the genetic variation that influences variation in mean measures of cognitive performance between populations.”
Quote in the paperNot a substantial claim - Premisenone given
Human genetic variation exhibits patterns that are correlated with variation in the predominant geographic origins of the ancestors of people alive today.
“It is clear that human genetic variation exhibits patterns that are correlated with variation in the predominant geographic origins of the ancestors of people alive today.”
Quote in the paperNot a substantial claim - Premisecitation
The vast majority of traits in the vast majority of people are the result of both genetic and environmental factors.
“The vast majority of traits in the vast majority of people are the result of both genetic and environmental factors [16].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] Moore, D.S. (2002). The Dependent Gene: The Fallacy of Nature vs. Nurture, W. H. Freeman & Co.
Not checked in the free run.
- Interpretationnone given
Accepting a role for genetic variation in influencing variation in intelligence and other cognitive capacities or behaviors does not necessitate concluding that individuals with what are defined as lesser apparent capabilities cannot be helped by changes in environmental factors.
“accepting a role, even an important role, for genetic variation in influencing variation in intelligence and other cognitive capacities or behaviors in no way necessitates concluding that individuals with what are defined as lesser apparent capabilities cannot be helped by changes in environmental factors.”
Quote in the paperSubstantial claim - Premisecitation
The genetic loci involved in intellectual disability cases encode proteins that participate in processes such as synapse formation, synaptic plasticity, neuronal migration, chromatin remodeling, and protein half-life.
“The genetic loci involved in these cases have been demonstrated in other studies to encode proteins that participate in such processes as the formation of synapses (subcellular structures that mediate communication between neurons), synaptic plasticity, neuronal migration during brain development, chromatin remodeling, which influences the amount of gene transcription (mRNA production) and”
Quote in the paperNot a substantial claim - Interpretationreasoning
It can be extremely difficult to disentangle effects due to genetic variations from effects that depend on mechanisms independent of variations in nucleotide sequence.
“the results already reported suggest that it can be extremely difficult to disentangle effects due to genetic variations (differences in nucleotide sequence) from effects that depend on mechanisms independent of variations in nucleotide sequence.”
Quote in the paperSubstantial claim - Interpretationnone given
The range of environmental factors influencing relevant measures of performance thought to depend on brain function is extremely difficult to fully delineate or assess in terms of quantitative significance.
“the range of environmental factors influencing relevant measures of performance thought to depend on brain function (e.g., educational attainment, employment, and professional achievement) is extremely difficult to fully delineate or assess in terms of quantitative significance.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Eliminating or reducing the impact of environmental factors that decrease putatively inherent IQ, especially early in life, can potentially increase IQ relative to what it might have been if those negative influences were not eliminated or attenuated.
“Therefore, eliminating or reducing the impact of such factors, especially early in life, can potentially increase IQ relative to what it might have been if those negative influences were not eliminated or attenuated.”
Quote in the paperSubstantial claim - Interpretationreasoning
The idea of utterly separate and fixed racial groupings is not sensible.
“the idea of utterly separate and fixed racial groupings is not sensible.”
Quote in the paperSubstantial claim - Interpretationnone given
The heritability of a phenotype within a population does not determine the extent to which genetic variation is responsible for mean differences between populations that can be differentiated with respect to factors that exert significant influence on variation in that phenotype.
“the heritability of a phenotype within a population does not determine the extent to which genetic variation is responsible for mean differences between populations that can be differentiated from one another with respect to factors that exert significant influence on variation in a phenotype of interest.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The heritability value for a trait might be expected to vary depending on the environmental factors operative within a population and the distributions of the impacts of those environmental factors on the members of a population, as well as the precise manner by which the trait is assessed or measured.
“So, the heritability value for a trait might be expected to vary depending on the environmental factors operative within a population and the distributions of the impacts of those environmental factors on the members of a population, as well as the precise manner by which the trait is assessed or, if quantitative, measured.”
Quote in the paperSubstantial claim - Premisecitation
Careful studies of many phenotypes in a variety of organisms in different environments reveal that relationships between phenotype and environment can be variable in comparing one genotype to another.
“Careful studies done of many phenotypes in a variety of organisms in different environments reveal that these relationships can be variable in comparing one genotype to another.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] Lewontin, R. (2000). The Triple Helix: Gene, Organism, Environment, Harvard University Press.
Not checked in the free run.
- Classified as probably not a substantial claim. 12
- May combine two claims. 6
Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
Interpretationnone givenIt is not generally possible to delineate all relevant environmental factors or assess how extensively they affect all members of a population.
“It is not generally possible to delineate all relevant environmental factors or assess how extensively they affect all members of a population.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe existence of a genetic cause for an outcome does not mean that environmental manipulations are necessarily unproductive, nor does it mean that there is a clear path to effective intervention.
“the existence of a genetic cause for an outcome does not mean that environmental manipulations are necessarily unproductive, nor does it mean that there is a clear path to effective intervention.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisereasoningA mutation in a gene can have multiple phenotypic effects (pleiotropy).
“a mutation in a gene can have multiple phenotypic effects—a property referred to as pleiotropy.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThere is no convincing evidence that intentional interventions can directly raise putatively inherent IQ.
“Although there may be no convincing evidence that intentional interventions can directly raise putatively inherent IQ”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenHeritability can vary for a trait depending on when in the developmental process the traits are assessed in members of a population.
“Heritability can vary for a trait depending on when in the developmental process (e.g., neonate vs. child vs. adult) the traits are assessed in members of a population.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenThe number of fingers on human hands is highly dependent on the functions of proteins encoded by human genes, but much of the variation in that number results from accidents involving power tools or machines.
“the number of fingers on human hands, which is five in the vast majority of cases, is highly dependent on the functions of proteins that are encoded by human genes, but much of the variation in that number results from accidents involving power tools or machines, i.e., environmental influences.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenEvidence of genetic influence on mean measures of cognitive performance between putative racial groups does not necessarily imply that the relevant genes are directly involved in determining brain functioning.
“Evidence of genetic influence on mean measures of cognitive performance between putative racial groups does not necessarily imply that the relevant genes are directly involved in determining brain functioning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenSome of the impact of genetic variation on cognitive capacities or behaviors is mediated directly by biochemical mechanisms involving the gene products specified by the implicated genes.
“Some of this impact is mediated directly by biochemical mechanisms involving the gene products specified by the implicated genes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone givenGenes encode proteins and RNA molecules that are frequently involved in two or more biochemical pathways that can differ in different types of cells and that can influence multiple traits.
“genes encode proteins and RNA molecules (gene products) that are frequently involved in two or more biochemical pathways that can differ in different types of cells and that can influence multiple traits.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenThe functional consequences of mutations at one locus can depend on the identities of alleles at other loci (epistasis).
“the functional consequences of mutations at one locus can depend on the identities of alleles at other loci, a functional interaction between genes referred to as epistasis.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningGroups defined along standard racial lines are to a major extent arbitrary and the boundaries are necessarily imprecise and dynamic.
“The groups defined along standard racial lines are to a major extent arbitrary and the boundaries are necessarily imprecise and dynamic.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThere is no compelling scientific reason to study the mean values for measures of cognitive or behavioral phenotypes associated with putative racial groups.
“There is no compelling scientific reason to study the mean values for measures of cognitive or behavioral phenotypes associated with putative racial groups because individuals should be evaluated as individuals.”
- Also stated in: § Abstract · plain
“there is no compelling scientific rationale for focusing on and devoting substantial effort to determining mean differences in intelligence or other cognitive functions between groups with incompletely defined and dynamic (and therefore not definitively definable) boundaries.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Individuals should be evaluated as individuals, not as representatives of some group.
- Also stated in: § Abstract · plain
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenMany commentators who refer to heritability in arguments about human behavior or brain function seem not to understand what heritability magnitudes mean or fully imply.
“many commentators who refer to this concept in arguments about various topics involving human behavior or brain function seem not to understand what heritability magnitudes mean or fully imply.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningGenes encode gene products and are not best conceptualized as each corresponding to a single trait.
“Genes encode gene products and are not best conceptualized as each corresponding to a single trait, highlighting the centrality of pleiotropy and epistasis to understanding the complexity of how genotypes relate to phenotypes.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Premisenone givenThe value of heritability for a given phenotype is a property of a particular population and not of any single individual.
“The value of the heritability for a given phenotype is a property of a particular population and not of any single individual.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
Individuals should be evaluated as individuals, not as representatives of some group.
“individual students, just like individual patients or employees, need to be evaluated as individuals and not as representatives of some group.”
The authors state this as an assumption.
Human evolution has not ceased.
“Human evolution has not ceased.”
The authors state this as an assumption.
Gene flow between populations in different regions is inevitable.
“the inevitability of gene flow between populations in different regions”
The authors state this as an assumption.
The distributions of almost any trait of functional relevance to society extend relatively far from the mean in both directions and are largely overlapping for putative racial groups.
“the distributions of almost any trait of functional relevance to society will extend relatively far from the mean in both directions and be largely overlapping for these putative groups.”
Cites
The acute effect of local homicides on children’s cognitive performance
Sharkey, P. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1000690107 · Cited by 429 · cited 1× · see citing works
“In this context, it is of relevance that Patrick Sharkey has published several studies demonstrating that violence in a neighborhood can depress measures of cognitive ability for school-aged (5–17 years old) children in that community [22,23].”
BackgroundThe road ahead in genetics and genomics
McGuire, A. L., Gabriel, S., Tishkoff, S. A., Wonkam, A., Chakravarti, A., Furlong, E. E. M., Treutlein, B., Meissner, A., Chang, H. Y., López-Bigas, N., et al. (2020) · Nature Reviews Genetics · doi:10.1038/s41576-020-0272-6 · Cited by 188 · cited 1× · see citing works
“For example, there is more genetic variation among the people of Africa than among the people living on all other continents [25].”
BackgroundTemtamy, S. A., & Aglan, M. S. (2008) · Orphanet Journal of Rare Diseases · doi:10.1186/1750-1172-3-15 · Cited by 158 · see citing works
Clinical Genetics of Polydactyly: An Updated Review
Umair, M., Ahmad, F., Bilal, M., Ahmad, W., & Alfadhel, M. (2018) · Frontiers in Genetics · doi:10.3389/fgene.2018.00447 · Cited by 122 · see citing works
X-linked intellectual disability update 2017
Neri, G., Schwartz, C. E., Lubs, H. A., & Stevenson, R. E. (2018) · American Journal of Medical Genetics Part A · doi:10.1002/ajmg.a.38710 · Cited by 117 · cited 1× · see citing works
“Mutations affecting the functioning of products produced by more than 100 genes on the X-chromosome alone have been associated with intellectual disability [19].”
BackgroundKronman, H., Torres-Berrío, A., Sidoli, S., Issler, O., Godino, A., Ramakrishnan, A., Mews, P., Lardner, C. K., Parise, E. M., Walker, D. M., et al. (2021) · Nature Neuroscience · doi:10.1038/s41593-021-00814-8 · Cited by 108 · cited 1× · see citing works
“Another recent publication offers evidence of the potential for stressful experiences early in life to affect future behavior by influencing the rates of gene transcription and translation in brain cells [24].”
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School climate and the impact of neighborhood crime on test scores
Laurito, A., Lacoe, J., Schwartz, A. E., Sharkey, P., & Ellen, I. G. (2019) · RSF: The Russell Sage Foundation Journal of the Social Sciences · doi:10.7758/rsf.2019.5.2.08 · Cited by 35 · cited 1× · see citing works
“In this context, it is of relevance that Patrick Sharkey has published several studies demonstrating that violence in a neighborhood can depress measures of cognitive ability for school-aged (5–17 years old) children in that community [22,23].”
BackgroundGaliciolli, M. E. A., Lima, L. S., da Costa, N. D. S., de Andrade, D. P., Irioda, A. C., & Oliveira, C. S. (2022) · Environmental Pollution · doi:10.1016/j.envpol.2021.118316 · Cited by 33 · cited 1× · see citing works
“For example, a meta-analysis of studies on environmental lead (abbreviated as Pb by chemists) exposure and IQ published this year presents overall results from seven reports that met the inclusion criteria for the new assessment [11].”
BackgroundRichard C. Lewontin (1929–2021)
Dietrich, M. R. (2021) · Nature · doi:10.1038/d41586-021-01936-6 · Cited by 3 · see citing works
Richard C. Lewontin (1929–2021)
Berry, A., & Petrov, D. A. (2021) · Science · doi:10.1126/science.abl5430 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 5
- Herrnstein, R., and Murray, C. (1994). The Bell Curve: Intelligence and Class Structure in American Life, Free Press.
- Lewontin, R. (2000). The Triple Helix: Gene, Organism, Environment, Harvard University Press.
- Miko, 2008, Phenotype variability: Penetrance and expressivity, Nat. Educ., 1, 137
- McWhorter, J. (2021, December 27). Stop obsessing over race and IQ. National Review,, Available online: https://www.nationalreview.com/magazine/2017/07/10/charles-murray-racism-education/.
- Greenspan, 2001, Opinion–Beware of direct lines, Scientist, 15, 43
Cited by
Sorted by citations
Fuerst, J. G. R., Сергеевич, Ш. В., & Kirkegaard, E. O. W. (2022) · doi:10.31234/osf.io/ge4zu · Cited by 6 · see citing works
Amzeri, A., Badami, K., Zuhri, A., et al. (2022) · International Journal of Agronomy · doi:10.1155/2022/3661952 · Cited by 4 · see citing works
Race, intelligence and genetics: colonialism in the era of neurotechnology
Pyrrho, M. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1737069 · Cited by 3 · see citing works
“The genetics mechanisms related to intelligence remain unclear (29).”
The Afterlife of Race: An Informed Philosophical Search , by Lionel McPherson
Anderson, L. (2025) · Mind · doi:10.1093/mind/fzaf084
Gignac, G. E. (2026) · Intelligence · doi:10.1016/j.intell.2026.102073
- Authors
- Greenspan, N. S.
- Affiliations
- Case Western Reserve University (US)
- Corresponding author
- Greenspan, Neil S.
- Venue
- Genes
- Publisher
- MDPI AG
- Published
- 2022-02-15
- Volume
- 13
- Issue
- 2
- Pages
- 346
- ISSN
- 2073-4425 (ISSN-L)
- PMC
- PMC8872358
- OpenAlex
- W4213277481
- Cited by
- 5
- References
- 11
- Citations by year
- 2026: 2 · 2025: 1 · 2022: 2
- FWCI
- 0.45
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Genes (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Race, Genetics, and Society
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Keywords
- heritability of intelligence, genetic variation, cognitive ability, intelligence, race, genetic determinism
- MeSH terms
- Cognition, Humans, Intelligence, Racial Groups
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-29.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-29.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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