Skip to main content
Log in

Genetics of educational attainment in Australian twins: Sex differences and secular changes

  • Published:
Behavior Genetics Aims and scope Submit manuscript

Abstract

The relative effects of genetic and environmental factors in producing individual differences in educational achievement are compared across women and men and over birth cohorts. In a large sample of Australian twin pairs, the heritability of self-reported educational attainment did not vary among women and men born before and after 1950. In a “psychometric” model of twin resemblance, based on separate self-reports in 1981 and 1989, genetic factors explained 57% of the stable variance in educational achievement, while environmental factors shared by twins accounted for 24% of the variance. Corrections for phenotypic assortative mating for educational level, however, suggested that estimated common-environmental effects could be entirely explained by the correlation between additive genetic values for mates. Taking this into account, heritability of “true” educational attainment in Australia may be as high as 82% with the remaining variation being due to individual environments or experiences. Unlike previous studies in Scandinavian countries, results in Australia suggest that factors influencing educational success are comparable between women and men and for individuals born at different points during this century.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Anderson, D. (1993). Education and the social order: The effect of the private sector. In Western, J. (Ed.)Class Structure in Australia (in press).

  • Castles, I. (1992a).Education and Training in Australia (Nov. 1992), Australian Bureau of Statistics.

  • Castles, I. (1992b).Labour Force Status and Educational Attainment, Australia (Feb. 1992), Australian Bureau of Statistics.

  • Cederlof, R., Friberg, L., Jonsson, E., and Kaij, L. (1961). Studies on similarity diagnosis in twins with the aid of mailed questionnaires.Acta Genet. Stat. Med. 11:338–362.

    CAS  PubMed  Google Scholar 

  • Eaves, L., Last, K. A., Young, P. A., and Martin, N. G. (1978). Model-fitting approaches to the analysis of human behavior.Heredity 41:249–320.

    CAS  PubMed  Google Scholar 

  • Heath, A. C., Berg, K., Eaves, L. J., Solaas, M. H., Corey, L. A., Sundet, J., Magnus, P., and Nancy, W. E. (1985). Educational policy and the heritability of educational attainment.Nature 314:734–736.

    Article  CAS  PubMed  Google Scholar 

  • Jardine R., Martin, N. G., and Henderson, A. S. (1984). Genetic covariation between neuroticism and the symptoms of anxiety and depression.Genetic Epidemiology 1:89–107.

    Article  CAS  PubMed  Google Scholar 

  • Joreskog, K. G., and Sorbom, D. (1989).LISREL 7 User's Reference Guide, Scientific Software.

  • Kasriel, J., and Eaves, L. J. (1976). A comparison of the accuracy of written questionnaires with blood-typing for diagnosing zygosity in twins.J. Biosoc. Sci. 8:263–266.

    CAS  PubMed  Google Scholar 

  • Magnus, P., Berg, K., and Nancy, W. E. (1983). Predicting zygosity in Norwegian twin pairs born 1915–1960.Ciin. Genet. 24:103–112.

    CAS  Google Scholar 

  • Martin, N. G. (1978). Genetics of sexual and social attitudes in twins. InTwin Research: Psychology and Methodology, Alan R. Liss, New York, pp. 13–23.

    Google Scholar 

  • Martin, N. G., and Jardine, R. (1986). Eysenck's contribution to behavior genetics. In Modgil, S., and Modgil, C. ((eds.),Hans Eysenck: Consensus and Controversy, Falmer Press, Sussex.

    Google Scholar 

  • Martin, N. G., and Martin, P. G. (1975). The inheritance of scholastic abilities in a sample of twins. I. Ascertainment of the sample and diagnosis of zygosity.Ann. Hum. Genet. 39:213–218.

    CAS  PubMed  Google Scholar 

  • Martin, N. G., and Wilson, S. R. (1982). Bias in the estimation of heritability from truncated samples of twins.Behav. Genet. 12:467–472.

    Article  CAS  PubMed  Google Scholar 

  • Martin, N. G., Kehren, U., Battistutta, D., and Mathews, J. D. (1991). Iatrogenic influences on the heritability of childhood tonsillectomy: Cohort differences in twin concordance,Acta Genet. Med. Gemellol. 40:165–172.

    CAS  PubMed  Google Scholar 

  • McArdle, J. J., and Goldsmith, H. (1990). Alternative common-factor models for multivariate biometric analyses.Behav. Genet. 20:569–608.

    Article  CAS  PubMed  Google Scholar 

  • Miller, P., Mulvey, C., and Martin, N. G. (1995). What do twin studies reveal about the economic returns to educations? A comparison of Australian and U.S. findings.American Economic Review,85:586–599.

    Google Scholar 

  • Neale, M. C., and Cardon, L. R. (1992).Methodology for Genetic Studies of Twins and Families, Kluwer Academic, Dordrecht.

    Google Scholar 

  • Neale, M. C., and Eaves, L. J. (1993). Estimating and controlling for the effects of volunteer bias with pairs of relatives (unpublished manuscript).

  • Neale, M. C., Eaves, L. J., Kendler, K. S., and Hewitt, J. K. (1989). Bias in correlations from truncated samples of relatives.Behav. Genet. 19:163–169.

    CAS  PubMed  Google Scholar 

  • Nichols, R. C., and Bilbro, W. C. (1966). The diagnosis of twin zygosity.Acta Genet. Stat. Med. 16:265–275.

    CAS  PubMed  Google Scholar 

  • Ooki, S., Yamada, K., Asaka, A., and Hayakawa, K. (1990). Zygosity diagnosis of twins by questionnaire.Acta Genet. Med. Gemellol. (Roma) 39:109–115.

    CAS  Google Scholar 

  • Plomin, R., DeFries, J. C., and Peberts, M. K. (1977). Assortative mating by unwed biological parents of adopted children.Science 196:449–450.

    CAS  PubMed  Google Scholar 

  • Reynolds, C. A., Baker, L. A., and Pedersen, N. L. (1996). Models of spouse similarity: Applications to fluid ability measured in twins and their spousesBehav. Genet. 26: 73–88.

    CAS  PubMed  Google Scholar 

  • Scarr-Salapatek, S. (1971). Race, social class, and IQ.Science 17A:1285–1295.

    Google Scholar 

  • Tambs, K., Sundet, J. M., Magnus, P., and Berg, K. (1989). Genetic and environmental contributions to the covariance between occupational status, educational attainment, and IQ: A study of twins.Behav. Genet. 19:209–221.

    CAS  PubMed  Google Scholar 

  • Teasdale, T. W., and Owen, D. R. (1984). Heredity and familial environment in intelligence and educational level—a sibling study.Nature 309:620–622.

    Article  CAS  PubMed  Google Scholar 

  • Vogler, G. P., and Fulker, D. W. (1983). Familial resemblance for educational attainment.Behav. Genet. 13:341–354.

    CAS  PubMed  Google Scholar 

  • Watkins, M. P., and Meredith, W. (1981). Spouse similarity in newlyweds with respect to specific cognitive abilities.Behav. Genet. 11:1–22.

    Article  CAS  PubMed  Google Scholar 

  • Western, J. (1993). Personal communication.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Laura A. Baker.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Baker, L.A., Treloar, S.A., Reynolds, C.A. et al. Genetics of educational attainment in Australian twins: Sex differences and secular changes. Behav Genet 26, 89–102 (1996). https://doi.org/10.1007/BF02359887

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02359887

Key Words

Navigation