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Explaining the Increasing Heritability of Cognitive Ability Across Development: A Meta-Analysis of Longitudinal Twin and Adoption Studies
Open accessAbstract
Genes account for increasing proportions of variation in cognitive ability across development, but the mechanisms underlying these increases remain unclear. We conducted a meta-analysis of longitudinal behavioral genetic studies spanning infancy to adolescence. We identified relevant data from 16 articles with 11 unique samples containing a total of 11,500 twin and sibling pairs who were all reared together and measured at least twice between the ages of 6 months and 18 years. Longitudinal behavioral genetic models were used to estimate the extent to which early genetic influences on cognition were amplified over time and the extent to which innovative genetic influences arose with time. Results indicated that in early childhood, innovative genetic influences predominate but that innovation quickly diminishes, and amplified influences account for increasing heritability following age 8 years.
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“As heritability rises, the shared environmental component of traits like intelligence tends to become insignificant [30,31].”
From Global Ancestry and Cognitive Ability (2019) · cites this paper as [31]
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“there was significant support for age differences in the a and c parameters, indicating that genetic variance increases and shared environmental variance decreases with age”
From Large Cross-National Differences in Gene × Socioeconomic Status Interaction on Intelligence (2016) · cites this paper as Briley & Tucker-Drob, 2013
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“and increase with age (Briley & Tucker-Drob, 2013)”
From Large Cross-National Differences in Gene × Socioeconomic Status Interaction on Intelligence (2016) · cites this paper as Briley & Tucker-Drob, 2013
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“We also replicated the well-established phenomenon of increasing genetic influences, and decreasing shared environmental influences, on intelligence with childhood age (e.g. Briley & Tucker-Drob, 2013; Haworth et al., 2009) in the current meta-analytic dataset.”
From Large Cross-National Differences in Gene × Socioeconomic Status Interaction on Intelligence (2016) · cites this paper as Briley & Tucker-Drob, 2013
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Citations
Cites
Methodology for Genetic Studies of Twins and Families
Neale, M. C., & Cardon, L. R. (1992) · doi:10.1007/978-94-015-8018-2 · Cited by 4,005
Fixed-and random-effects models in meta-analysis.
Hedges, L. V., & Vevea, J. L. (1998) · Psychological Methods · doi:10.1037/1082-989x.3.4.486 · Cited by 2,977 · cited 1×
“This is advantageous because it allows the results of the model to generalize beyond the studies that were included in the analysis to a theoretical population of heterogeneous studies (Hedges & Vevea, 1998).”
How People Make Their Own Environments: A Theory of Genotype Environment Effects
Scarr, S., & McCartney, K. (1983) · Child Development · doi:10.1111/j.1467-8624.1983.tb03884.x · Cited by 2,895 · cited 1×
“Scarr and McCartney (1983) suggested that one’s genotype drives development, because “it is the discriminator of what environments are actually experienced” (p. 425).”
BackgroundMethodology for Genetic Studies of Twins and Families
Carothers, A. (1993) · doi:10.1136/jech.47.6.511-c · Cited by 2,445 · cited 2×
“This analysis hinges on whether more genetically similar siblings are also more similar in their level of cognitive ability (Neale & Cardon, 1992).”
Massive IQ gains in 14 nations: What IQ tests really measure.
Flynn, J. R. (1987) · Psychological Bulletin · doi:10.1037/0033-2909.101.2.171 · Cited by 1,918 · cited 2×
“First, we sought to replicate the trend of increasing heritability using only longitudinal data, which avoids validity threats associated with cross-sectional approaches (e.g., cohort effects; Baltes, 1968; Flynn, 1987).”
Genotype-environment interaction and correlation in the analysis of human behavior.
Plomin, R., DeFries, J. C., & Loehlin, J. C. (1977) · Psychological Bulletin · doi:10.1037/0033-2909.84.2.309 · Cited by 1,685
Cognitive Recovery in Socially Deprived Young Children: The Bucharest Early Intervention Project
Nelson, C. A., Zeanah, C. H., Fox, N. A., Marshall, P. J., Smyke, A. T., & Guthrie, D. (2007) · Science · doi:10.1126/science.1143921 · Cited by 951 · cited 2×
“One might expect this rationale to apply particularly well to a highly complex psychological outcome, such as cognition, which is thought to develop as a result of experience-dependent neural connections (Garlick, 2002) and is known to depend on environmental quality and educational experience (Ceci, 1991; Nelson et a…”
BackgroundAre Schools the Great Equalizer? Cognitive Inequality during the Summer Months and the School Year
Downey, D. B., von Hippel, P. T., & Broh, B. A. (2004) · American Sociological Review · doi:10.1177/000312240406900501 · Cited by 853
Ceci, S. J. (1991) · Developmental Psychology · doi:10.1037/0012-1649.27.5.703 · Cited by 837 · cited 2×
“One might expect this rationale to apply particularly well to a highly complex psychological outcome, such as cognition, which is thought to develop as a result of experience-dependent neural connections (Garlick, 2002) and is known to depend on environmental quality and educational experience (Ceci, 1991; Nelson et a…”
Sex differences in intrinsic aptitude for mathematics and science?: a critical review.
Spelke, E. (2005) · American Psychologist · doi:10.1037/0003-066x.60.9.950 · Cited by 801 · cited 2×
“…for increasingly less variation in psychological outcomes as children develop, and variation in environmental experiences will account for increasingly more of the variation in psychological outcomes (e.g., see Fryer & Levitt, 2006; Spelke, 2005; cf. McGue, Bouchard, Iacono, & Lykken, 1993).”
Heritability estimates versus large environmental effects: The IQ paradox resolved.
Dickens, W. T., & Flynn, J. R. (2001) · Psychological Review · doi:10.1037/0033-295x.108.2.346 · Cited by 663 · cited 3×
“Somewhat counterintuitively, a number of studies have indicated precisely the opposite developmental pattern with respect to the genetic and environmental influences on cognition.”
InfluentialNonshared environment: A theoretical, methodological, and quantitative review.
Turkheimer, E. N., & Waldron, M. (2000) · Psychological Bulletin · doi:10.1037/0033-2909.126.1.78 · Cited by 624 · cited 2×
“Additional supporting information may be found at http://pss .sagepub.com/content/by/supplemental-data”
The heritability of general cognitive ability increases linearly from childhood to young adulthood
Haworth, C. M. A., Wright, M. J., Luciano, M., Martin, N. G., de Geus, E. J. C., van Beijsterveldt, C. E. M., Bartels, M., Posthuma, D., Boomsma, D. I., Davis, O. S. P., et al. (2009) · Molecular Psychiatry · doi:10.1038/mp.2009.55 · Cited by 618 · cited 3×
“…longitudinal behavioral genetic models to meta-analytic data on twins and siblings, we sought to identify the mechanisms underlying the well-established finding that genetic influences on cognitive abilities increase over the course of development (Bergen et al., 2007; Haworth et al., 2010).”
Longitudinal and cross-sectional sequences in the study of age and generation effects.
Baltes, P. (1968) · Human Development · doi:10.1159/000270604 · Cited by 572 · cited 2×
“First, we sought to replicate the trend of increasing heritability using only longitudinal data, which avoids validity threats associated with cross-sectional approaches (e.g., cohort effects; Baltes, 1968; Flynn, 1987).”
Bergen, S. E., Gardner, C. O., & Kendler, K. S. (2007) · Twin Research and Human Genetics · doi:10.1375/twin.10.3.423 · Cited by 461 · cited 3×
“…longitudinal behavioral genetic models to meta-analytic data on twins and siblings, we sought to identify the mechanisms underlying the well-established finding that genetic influences on cognitive abilities increase over the course of development (Bergen et al., 2007; Haworth et al., 2010).”
BackgroundMethodIntelligence: Genetics, Genes, and Genomics.
Plomin, R. J., & Spinath, F. M. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.1.112 · Cited by 428 · cited 1×
“…forces result in decreased genetic influences on cognition with age, or that genetic influences are immutable and entirely apparent at birth, the field of developmental behavior genetics has uncovered evidence that the genetic influences on intelligence increase with age (Plomin & Spinath, 2004).”
Behavioral genetics of cognitive ability: A life-span perspective.
McGue, M., Bouchard, T. J., Iacono, W. G., & Lykken, D. T. (1993) · Nature, nurture & psychology. · doi:10.1037/10131-003 · Cited by 304
Growing up and growing apart: a developmental meta-analysis of twin studies.
McCartney, K., Harris, M. J., & Bernieri, F. (1990) · Psychological Bulletin · doi:10.1037/0033-2909.107.2.226 · Cited by 295 · cited 1×
“McCartney, Harris, and Bernieri (1990) provided some of the earliest, persuasive evidence of this trend.”
Garlick, D. (2002) · Psychological Review · doi:10.1037/0033-295x.109.1.116 · Cited by 230 · cited 2×
“…to apply particularly well to a highly complex psychological outcome, such as cognition, which is thought to develop as a result of experience-dependent neural connections (Garlick, 2002) and is known to depend on environmental quality and educational experience (Ceci, 1991; Nelson et al., 2007).”
A theory of developmental change in quantitative phenotypes applied to cognitive development
Eaves, L., Long, J. C., & Heath, A. C. (1986) · Behavior Genetics · doi:10.1007/bf01065484 · Cited by 199
Cheung, M. W.-L. (2008) · Psychological Methods · doi:10.1037/a0013163 · Cited by 175
Tucker–Drob, E. M., & Harden, K. P. (2011) · Developmental Science · doi:10.1111/j.1467-7687.2011.01121.x · Cited by 156 · cited 2×
“For example, small genetically influenced differences in cognitive ability can lead to differences in aspects of the environment provided by parents, teachers, and peers that in turn influence subsequent cognitive development (Tucker-Drob & Harden, 2012a, 2012b).”
BackgroundSelf-citationBehavior Genetics Association 42nd Annual Meeting Abstracts
Hill, W., Davies, G., Croning, M., Payton, A., Craig, L., Horan, M., Ollier, W., Starr, J., Pendleton, N., Grant, S. G., et al. (2012) · Behavior Genetics · doi:10.1007/s10519-012-9566-6 · Cited by 148 · cited 1×
“This may be due to the unique modeling approach taken by the original authors or to potential differences in developmental processes across populations (e.g., Hanscombe et al., 2012).”
BackgroundTesting for Racial Differences in the Mental Ability of Young Children
Fryer, R. G., & Levitt, S. D. (2013) · American Economic Review · doi:10.1257/aer.103.2.981 · Cited by 106 · cited 1×
“…for increasingly less variation in psychological outcomes as children develop, and variation in environmental experiences will account for increasingly more of the variation in psychological outcomes (e.g., see Fryer & Levitt, 2006; Spelke, 2005; cf. McGue, Bouchard, Iacono, & Lykken, 1993).”
BackgroundDramatic Increase in Heritability of Cognitive Development from Early to Middle Childhood
Davis, O. S. P., Haworth, C. M. A., & Plomin, R. J. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02433.x · Cited by 94 · cited 2×
“Rather than evaluating a model that included multiple indicators of cognition at a given time point, Davis et al. (2009) constructed a model that included cognition at multiple time points to form each latent variable.”
Preschools Reduce Early Academic-Achievement Gaps
Tucker–Drob, E. M. (2012) · Psychological Science · doi:10.1177/0956797611426728 · Cited by 88 · cited 1×
“However, as all children ultimately enter the educational system, standardized educational practices can serve to equalize differences between families (Downey, von Hippel, & Broh, 2004; Tucker-Drob, 2012).”
BackgroundSelf-citationPlomin, R. (1986) · Behavior Genetics · doi:10.1007/bf01065477 · Cited by 59 · cited 1×
“Two possibilities are what can be termed innovation and amplification (Plomin, 1986; Plomin & DeFries, 1985).”
Research works printed but not linked: 6
- 10.3386/w12066 · DOI · Paper page
- Hanscombe K. B. Trzaskowski M. Haworth C. M. A. Davis O. S. P. Dale P. S. Plomin R. (2012). Socioeconomic status (SES) and children’s intelligence (IQ): In a UK-representative sample SES moderates the environmental not genetic effect on IQ. PLoS ONE 7(2) e30320. Retrieved from http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0030320 · DOI · Paper page
- 10.1111/1467-8721.ep11512422 · DOI
- Muthén L. K., Muthén B. O. (2010). Mplus user’s guide (6th ed.). Los Angeles, CA: Author.
- Plomin R., DeFries J. C. (1985). Origins of individual differences in infancy: The Colorado Adoption Project. Orlando, FL: Academic Press.
- 10.1111/j.1467-8624.2011.01721.x · DOI
Cited by
Sorted by citations
Friedman, N. P., & Miyake, A. (2017) · Cortex · doi:10.1016/j.cortex.2016.04.023 · Cited by 1,834
Education and cognitive functioning across the life span
Lövdén, M., Fratiglioni, L., Glymour, M. M., Lindenberger, U., & Tucker-Drob, E. M. (2020) · Psychological Science in the Public Interest · doi:10.1177/1529100620920576 · Cited by 1,224
“Indeed, there is consistent evidence of increasing heritability of cognitive abilities during development, with meta-analyses indicating increases from approximately 10% in infancy to approximately 70% by late adolescence (Briley & Tucker-Drob, 2013; Haworth et al., 2010).”
BackgroundSelf-citationGenetics and intelligence differences: five special findings
Plomin, R., & Deary, I. J. (2015) · Molecular Psychiatry · doi:10.1038/mp.2014.105 · Cited by 702
Top 10 Replicated Findings From Behavioral Genetics
Plomin, R., DeFries, J. C., Knopik, V. S., & Neiderhiser, J. M. (2016) · Perspectives on Psychological Science · doi:10.1177/1745691615617439 · Cited by 517
“A meta-analysis of results from longitudinal twin and adoption studies also found increases in heritability from infancy through adolescence (Briley & Tucker-Drob, 2013).”
Variable prediction accuracy of polygenic scores within an ancestry group
Mostafavi, H., Harpak, A., Agarwal, I., Conley, D., Pritchard, J. K., & Przeworski, M. (2020) · eLife · doi:10.7554/elife.48376 · Cited by 457
Metadata
- Authors
- Briley, D. A., & Tucker-Drob, E. M.
- Affiliations
- The University of Texas at Austin (US)
- Department of Psychology and Population Research Center, University of Texas at Austin
- Corresponding author
- Briley, Daniel A.
- ORCID
- Briley, Daniel A.
- Venue
- Psychological Science
- Publisher
- SAGE Publications
- Published
- 2013-07-01
- Volume
- 24
- Issue
- 9
- Pages
- 1704-1713
- ISSN
- 0956-7976 (ISSN-L)
- 1467-9280
- PMC
- PMC3954471
- OpenAlex
- W2116895257
- Cited by
- 178
- References
- 30
- Citations by year
- 2026: 10 · 2025: 12 · 2024: 10 · 2023: 14 · 2022: 19 · 2021: 16 · 2020: 15 · 2019: 13 · 2018: 15 · 2017: 13 · 2016: 13 · 2015: 13 · 2014: 12 · 2013: 3
- FWCI
- 18.48
- Type
- journal article
- Language
- en
- Update notices
- correction (2021-02-16)
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Psychological Science (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R24HD042849, R21HD069772, T32HD007081)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Social Sciences › Sociology and Political Science › Intergenerational and Educational Inequality Studies
- Keywords
- cognitive ability, heritability, gene-environment interaction
- MeSH terms
- Adolescent, Adolescent Behavior, Adoption, Age Factors, Child, Child Behavior, Child Development, Child, Preschool, Cognition, Female, Follow-Up Studies, Humans, Infant, Longitudinal Studies, Male, Twins, Siblings
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