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Cited by 323

The DOI matches its Crossref record; 75 of the 75 references it cites were found in a registry or an index.

The high heritability of educational achievement reflects many genetically influenced traits, not just intelligence

Open access
Krapohl, Eva, Rimfeld, Kaili, Shakeshaft, Nicholas G., Trzaskowski, Maciej, McMillan, Andrew, Pingault, Jean-Baptiste, Asbury, Kathryn, Harlaar, Nicole, Kovas, Yulia, Dale, Philip S., Plomin, Robert·2014·Proceedings of the National Academy of Sciences

Abstract

Significance: Differences among children in educational achievement are highly heritable from the early school years until the end of compulsory education at age 16, when UK students are assessed nationwide with standard achievement tests [General Certificate of Secondary Education (GCSE)]. Genetic research has shown that intelligence makes a major contribution to the heritability of educational achievement. However, we show that other broad domains of behavior such as personality and psychopathology also account for genetic influence on GCSE scores beyond that predicted by intelligence. Together with intelligence, these domains account for 75% of the heritability of GCSE scores. These results underline the importance of genetics in educational achievement and its correlates. The results also support the trend in education toward personalized learning.

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Crossref · 10.1073/pnas.1408777111

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Citations

Cites

Show all 75 references

Research works printed but not linked: 7

  1. R Plomin, JC DeFries, VS Knopik, JM Neiderhiser Behavioral Genetics (Worth Publishers, 6th Ed, New York, 2013).
  2. P Tough How Children Succeed (Random House, London, UK, 2013).
  3. 10.1037/0033-2909.111.1.127 · DOI · Paper page
  4. Y Kovas, CMA Haworth, PS Dale, R Plomin, The genetic and environmental origins of learning abilities and disabilities in the early school years. Monogr Soc Res Child Dev 72, :vii, 1–144. (2007).
  5. 10.1375/twin.3.3.129 · doi:10.1375/twin.3.3.129 · Paper page
  6. E Lehmann Nonparametric Statistical Methods Based on Ranks (Holden-Day, San Francisco, 1975).
  7. 10.1016/0315-0860(75)90034-8 · doi:10.1016/0315-0860(75)90034-8

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Metadata

Authors
Krapohl, E., Rimfeld, K., Shakeshaft, N. G., Trzaskowski, M., McMillan, A., Pingault, J.-B., Asbury, K., Harlaar, N., Kovas, Y., Dale, P. S., & Plomin, R.
Venue
Proceedings of the National Academy of Sciences
Published
2014-10-06
Volume
111
Issue
42
Pages
15273-15278
ISSN
  • 0027-8424 (ISSN-L)
  • 1091-6490
OpenAlex
W2121585268
Cited by
323
References
75
FWCI
33.27
Type
journal article
Language
en
Open access
bronze

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CoChat. (2026). Citation check: The high heritability of educational achievement reflects many genetically influenced traits, not just intelligence. https://app.cochat.ai/papers/10.1073/pnas.1408777111
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Krapohl, E., Rimfeld, K., Shakeshaft, N. G., Trzaskowski, M., McMillan, A., Pingault, J.-B., Asbury, K., Harlaar, N., Kovas, Y., Dale, P. S., & Plomin, R. (2014). The high heritability of educational achievement reflects many genetically influenced traits, not just intelligence. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.1408777111

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.