Cited by 5Race, Genetics, and SocietyCognitive Abilities and TestingGenetic Associations and Epidemiology

Genes, Heritability, ‘Race’, and Intelligence: Misapprehensions and Implications

Open access
Greenspan, Neil S.·2022·Genes

Abstract

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

Crossref · 10.3390/genes13020346

Cites

11 of 11 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
  • 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 given

    It 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 claim
  • May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    A 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    There 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Heritability 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    The 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Some 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Genes 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The 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 claim
  • May combine two claims.

    Interpretationreasoning

    Groups 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    There 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.
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Many 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 claim
  • May combine two claims.

    Interpretationreasoning

    Genes 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 claim
  • Classified as probably not a substantial claim.

    Premisenone given

    The 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
15 of 15
  • 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.”
4 of 4

Cites

Flagged first, then by citations

Research works printed but not linked: 5

  1. Herrnstein, R., and Murray, C. (1994). The Bell Curve: Intelligence and Class Structure in American Life, Free Press.
  2. Lewontin, R. (2000). The Triple Helix: Gene, Organism, Environment, Harvard University Press.
  3. Miko, 2008, Phenotype variability: Penetrance and expressivity, Nat. Educ., 1, 137
  4. 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/.
  5. Greenspan, 2001, Opinion–Beware of direct lines, Scientist, 15, 43

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)
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
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

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