Skip to main content

Interactions Between Socioeconomic Status and Components of Variation in Cognitive Ability

  • Chapter
  • First Online:
Book cover Behavior Genetics of Cognition Across the Lifespan

Part of the book series: Advances in Behavior Genetics ((AIBG,volume 1))

Abstract

We have proposed that differences in the heritability of cognitive ability as a function of socioeconomic status (SES) be called the Scarr-Rowe interaction, after the investigator who first reported it (Scarr) and the investigator who provided a crucial replication (Rowe). In 2003, a replication by Turkheimer et al. (Psychol Sci 14:623–628, 2003) sparked renewed interest in the subject. Since then, there have been a large number of attempts at replication using a diversity of cultures, ages, and measures of cognitive ability. We review recent studies, and delve more deeply into the nature of the phenomenon itself. Differences in heritability coefficients are necessarily the result of differences in identical (MZ) and fraternal (DZ) twin correlations, which are in turn ratios of variances between and within twin pairs. We review the existing literature with this in mind, reanalyzing the results where possible to examine how between- and within-pair variances change with differences in SES. We also include recent attempts to replicate the interaction using molecular genetic data rather than family relationships. We conclude that with two exceptions, the Scarr-Rowe interaction has replicated in American samples, in both family and molecular genetic studies. The interaction has fared less well in Europe, where more equal access to educational and other economic resources, which are crucial to observing differences in heritability, may limit the severity of poverty, although early reports that the phenomenon was not found in the large British Twins’ Early Development Study (TEDS) sample have been tempered by more recent positive results. Finally, we offer a proposal for the possible mechanism of the effect.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Asbury, K., Wachs, T. D., & Plomin, R. (2005). Environmental moderators of genetic influence on verbal and nonverbal abilities in early childhood. Intelligence, 33, 643–661. doi:10.1016/j.intell.2005.03.008.

    Article  Google Scholar 

  • Bartels, M., van Beijsterveldt, C. E. M., & Boomsma, D. I. (2009). Breastfeeding, maternal education and cognitive function: A prospective study in twins. Behavior Genetics, 39, 616–622. doi:10.1007/s10519-009-9293-9.

    Article  PubMed  Google Scholar 

  • Beam, C. R., & Turkheimer, E. (2013). Phenotype-environment correlations in longitudinal twin models. Development and Psychopathology, 25, 7–16.

    Article  PubMed  Google Scholar 

  • Bronfenbrenner, U., & Ceci, S. J. (1994). Nature-nuture reconceptualized in developmental perspective: A bioecological model. Psychological Review, 101, 568–586. doi:10.1037/0033-295X.101.4.568.

    Article  PubMed  Google Scholar 

  • Chabris, C. F., Hebert, B. M., Benjamin, D. J., Beauchamp, J. P., Cesarini, D., van der Loos, M. J. H. M., et al. (2012). Most reported genetic associations with general intelligence are probably false positives. Psychological Science, 23, 1314–1323. http://economics.cornell.edu/dbenjamin/IQ-SNPs-PsychSci-20111205-accepted.pdf.

    Article  PubMed  Google Scholar 

  • Charney, E. (2012). Behavior genetics and post genomics. Behavioral and Brain Sciences, 35, 331–358. http://issuu.com/echar/docs/evan_charney__behavior_genetics_and_post-genomics.

    Article  PubMed  Google Scholar 

  • Chiang, M.-C., McMahon, K. L., de Zubicaray, G. I., Martin, N. G., Hickie, I., Toga, A. W., Wright, M. J., & Thompson, P. M. (2010). Genetics of white matter development: A DTI study of 705 twins and their siblings aged 12 to 29. NeuroImage, 54, 2308–2317. doi:10.1016/j.neuroimage.2010.10.015.

    Article  PubMed  Google Scholar 

  • DeFries, J., & Fulker, D. (1985). Multiple regression analysis of twin data. Behavior Genetics, 15, 467–473. doi:10.1007/BF01066239.

    Article  PubMed  Google Scholar 

  • Eaves, L. J., & Jinks, J. L. (1972). Insignificance of evidence for differences in heritability of IQ between races and social classes. Nature, 240, 84–88.

    Article  PubMed  Google Scholar 

  • Enoch, M.-A., Wahed, J. F., Harris, C. R., Albaugh, B., & Goldman, D. (2009). COMT Val 158Met and cognition: Main effects and interaction with educational attainment. Genes, Brain, and Behavior, 8, 36–42. doi:10.1111/j.1601-183X.2008.00441.x.

    Article  PubMed  Google Scholar 

  • Fischbein, S. (1980). IQ and social class. Intelligence, 4, 51–63.

    Article  Google Scholar 

  • Friend, A., DeFries, J. C., & Olson, R. K. (2008). Parental education moderates genetic influences on reading disability. Psychological Science, 19, 1124–1130. doi:10.1111/j.1467-9280.2008.02213.x.

    Article  PubMed  Google Scholar 

  • Grant, M. D., Kremen, W. S., Jacobson, K. C., Franz, C., Xian, H., Eisen, S. A., Toomey, R., Murray, R. E., & Lyons, M. J. (2010). Does parental education have a moderating effect on the genetic and environmental influences of general cognitive ability in early adulthood? Behavior Genetics, 40, 438–446. doi:10.1007/s10519-010-9351-3.

    Article  PubMed  Google Scholar 

  • Hanscombe, K. B., Trzaskowski, M., Haworth, C. M., Davis, O. S., 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, 1–16. doi:10.1371/journal.pone.0030320.

    Article  Google Scholar 

  • Harden, K. P., Turkheimer, E., & Loehlin, J. C. (2007). Genotype by environment interaction in adolescents’ cognitive aptitude. Behavior Genetics, 32, 273–283. doi:10.1007/s10519-006-9113-4.

    Article  Google Scholar 

  • Hewitt, J. K. (2012). Editorial policy on candidate gene association and candidate gene-by-environment interaction studies of complex traits. Behavior Genetics, 42, 1–2. doi:10.1007/s10519-011-9504-z.

    Article  PubMed  Google Scholar 

  • Keltikangas-Järvinen, L., Jokela, M., Hintsanen, M., Salo, J., Hintsa, T., Alatupa, S., & Lehtimäki, T. (2010). Does genetic background moderate the association between parental education and school achievement? Genes, Brain and Behavior, 9, 318–324. doi:10.1111/j.1601-183X.2009.00561.x.

    Article  Google Scholar 

  • Koeppen-Schomerus, G., Eley, T. C., Wolke, D., Gringras, P., & Plomin, R. (2000). The interaction of prematurity with genetic and environmental influences on cognitive development in twins. The Journal of Pediatrics, 137, 527–533. doi:10.1067/mpd.2000.108445.

    Article  PubMed  Google Scholar 

  • Kremen, W. S., Jacobson, K. C., Xian, H., Eisen, S. A., Waterman, B., Toomey, R., Neale, M. C., Tsuang, M. T., & Lyons, M. J. (2005). Heritability of word recognition in middle-aged men varies as a function of parental education. Behavior Genetics, 35, 417–433. doi:10.1007/s10519-004-3876-2.

    Article  PubMed  Google Scholar 

  • LaBuda, M. C., & DeFries, J. C. (1990). Genetic etiology of reading disability: Evidence from a twin study. In G. T. Pavlidis (Ed.), Perspectives on dyslexia (Vol. 1, pp. 47–76). New York: Wiley.

    Google Scholar 

  • McGrath, L. M., Pennington, B. F., Willcut, R. G., Boada, R., Shriberg, L. D., & Smith, S. D. (2007). Gene × environment interactions in speech sound disorder predict language and preliteracy outcomes. Development and Psychopathology, 19, 1047–1072. doi:10.1017/S0954579407000533.

    Article  PubMed  Google Scholar 

  • Muthén, L. K., & Muthén, B. O. (2011). Mplus V. 6.12 [Computer software]. Los Angeles, CA: Authors.

    Google Scholar 

  • Nagoshi, C. T., & Johnson, R. C. (2005). Socioeconomic status does not moderate the familiality of cognitive abilities in the Hawaii Family Study of Cognition. Journal of Biosocial Science, 37, 773–781. doi: 10.1017/S0021932004007023.

    Google Scholar 

  • Nisbett, R. E., Aronson, J., Blair, C., Dickens, W., Flynn, J., Halpern, D. F., & Turkheimer, E. (2012). Intelligence: New findings and theoretical developments. American Psychologist, 67, 130–159. doi:10.1037/a0026699.

    Google Scholar 

  • Plomin, R., & Bergeman, C. S. (1991). The nature of nurture: Genetic influence on “environmental” measures. Behavioral and Brain Sciences, 14, 373–386. doi:http://dx.doi.org/10.1017/S0140525X00070278.

    Article  Google Scholar 

  • Rhemtulla, M., & Tucker-Drob, E. M. (2012). Gene-by-socioeconomic interaction in school readiness. Behavior Genetics, 42, 549–558. doi:10.1007/s10519-012-9527-0.

    Article  PubMed  Google Scholar 

  • Rowe, D. C., Jacobson, K. C., & van den Oord, E. J. C. G. (1999). Genetic and environmental influences on vocabulary IQ: Parental education level as a moderator. Child Development, 70, 1151–1162. doi:10.1111/1467-8624.00084.

    Article  PubMed  Google Scholar 

  • Rushton, J. P., & Jensen, A. R. (2010). Race and IQ: A theory-based review of the research in Richard Nisbett’s Intelligence and How to Get It. The Open Psychology Journal, 3, 9–25. doi:10.2174/1874350101003010009.

    Article  Google Scholar 

  • Scarr, S., & McCartney, K. (1983). How people make their own environments: A theory of genotype greater than environment effects. Child Development, 54, 424–435. http://www.jstor.org/stable/1129703.

    PubMed  Google Scholar 

  • Scarr-Salapatek, S. (1971). Race, social class, and IQ. Science, 174, 1285–1295. doi:10.1126/science.174.4016.1285.

    Article  PubMed  Google Scholar 

  • Shrout, P. E., & Fleiss, J. L. (1979). Intraclass correlations: Uses in assessing rater reliability. Psychological Bulletin, 86, 420–428. doi:10.1037/0033-2909.86.2.420.

    Article  PubMed  Google Scholar 

  • Taylor, J., Roehrig, A. D., Hensler, B. S., Connor, C. M., & Schatschneider, C. (2010). Teacher quality moderates the genetic effects on early reading. Science, 328, 512–514. doi:10.1126/science.1186149.

    Article  PubMed  Google Scholar 

  • Towers, H., Spotts, E. L., & Neiderhiser, J. M. (2003). Genetic and environmental influences on parenting and marital relationships. Marriage & Family Review, 33, 11–29. doi:10.1300/J002v33n01_03.

    Article  Google Scholar 

  • Tucker-Drob, E. M., & Harden, K. P. (2012). Intellectual interest mediates gene × socioeconomic interaction on adolescent academic achievement. Child Development, 83, 743–757. doi:10.1111/j.1467-8624.2011.01721.x.

    PubMed  Google Scholar 

  • Tucker-Drob, E. M., Rhemtulla, M., Harden, K. P., Turkheimer, E., & Fask, D. (2011). Emergence of a gene x socioeconomic status interaction on infant mental ability between 10 months and 2 years. Psychological Science, 22, 125–133. doi:10.1177/0956797610392926.

    Article  PubMed  Google Scholar 

  • Turkheimer, E., Harden, K. P., D’Onofrio, B., & Gottesman, I. I. (2009). The Scarr–Rowe interaction between measured socioeconomic status and the heritability of cognitive ability. In K. McCartney, & R. A. Weinberg (Eds.) Experience and development: A festschrift in honor of Sandra Wood Scarr (pp. 81–97). New York: Psychology Press.

    Google Scholar 

  • Turkheimer, E., & Harden, K. P. (in press). Behavior genetic research methods: Testing quasi-causal hypotheses using multivariate twin data. In H. T. Reis & C. M. Judd (Eds.), Handbook of Research Methods in Personality and Social Psychology. Cambridge: Cambridge University Press.

    Google Scholar 

  • Turkheimer, E., & Waldron, M. (2000). Nonshared environment: A theoretical, methodological, and quantitative review. Psychological Bulletin, 126, 78–108. doi:10.1037//0033-2909.1261.78.

    Article  PubMed  Google Scholar 

  • Turkheimer, E., Haley, A., Waldron, M., D’Onofrio, B., & Gottesman, I. I. (2003). Socioeconomic status modifies heritability of IQ in young children. Psychological Science, 14, 623–628.

    Article  PubMed  Google Scholar 

  • van den Oord, E. J. C. G., & Rowe, D. C. (1998). An examination of genotype-environment interactions for academic achievement in an U.S. national longitudinal survey. Intelligence, 25, 205–228. doi:10.1016/S0160-2896(97)90043–X.

    Article  Google Scholar 

  • van der Sluis, S., Willemsen, G., de Geus, E. J. C., Boomsma, D. I., & Posthuma, D. (2008). Gene-environment interaction in adults’ IQ scores: Measures of past and present environment. Behavior Genetics, 38, 348–360. doi:10.1007/s10519-008-9212-5.

    Article  PubMed  Google Scholar 

  • van der Sluis, S., Posthuma, D., & Dolan, C. V. (2012). A note on false positives and power in G × E modelling of twin data. Behavior Genetics, 42, 170–186. doi:10.1007/s10519-011-9480-3.

    Article  PubMed  Google Scholar 

  • Yeo, R. A., Gangestad, S. W., Liu, J., Calhoun, V. D., & Hutchinson, K. E. (2011). Rare copy number deletions predict individual variation in intelligence. PLoS One, 6, 1–8. doi:10.1371/journal.pone.0016339.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Eric Turkheimer Ph.D. .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer Science+Business Media, LLC

About this chapter

Cite this chapter

Turkheimer, E., Horn, E. (2014). Interactions Between Socioeconomic Status and Components of Variation in Cognitive Ability. In: Finkel, D., Reynolds, C. (eds) Behavior Genetics of Cognition Across the Lifespan. Advances in Behavior Genetics, vol 1. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7447-0_2

Download citation

Publish with us

Policies and ethics