Abstract
The nature of the association between body height and educational attainment found in previous studies remains to be clarified. The aim of this study was to examine factors contributing to this association by using a large Finnish twin data set (8798 adult twin pairs) gathered by questionnaire in 1981. A bivariate twin analysis was used to determine whether the genetic and environmental factors behind body height and educational attainment correlate with each other. A high heritability was found for body height (h 2 = 0.78 in men and h 2 = 0.75 in women), and a moderate heritability for education (h 2 = 0.47 and h 2 = 0.43, respectively). Shared environmental effects were also important in body height (c 2 = 0.12 in men and c 2 = 0.11 in women) and education (c 2 = 0.36 and c 2 = 0.43, respectively). A high correlation (r c = 0.77 in men, r c = 0.58 in women) of shared environmental factors education and body height, and weaker correlations (r = 0.11 and r = 0.08, respectively) of unshared environmental factors were found. The correlation of genetic factors between these two characteristics was not statistically significant. The results suggest that the association between body height and education is due mainly to nongenetic family factors.
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REFERENCES
Bielicki, T., and Charzewski, J. (1983). Body height and upward social mobility. Ann.Hum.Biol. 10:403–408.
Bielicki, T., and Waliszko, H. (1992). Stature, upward social mobility and the nature of statural differences between social classes. Ann.Hum.Biol. 19:589–593.
Blane, D., Davey Smith, G., and Hart, C. (1999). Some social and physical correlates of intergenerational social mobility: Evidence from the West of Scotland Collaborative Study. Sociology 33:169–183.
Brennan, L., McDonald, J., and Shlomowitz, R. (1995). Long-term change and sex differences in the heights of afro-caribbeans and indo-caribbeans. Soc.Econ.Stud. 44:73–93.
Burn, J., and Corney, G. (1988). Zygosity determination and the types of twinning. In MacGillivray, I., Campbell, D. M., and Thompson, B. (eds.), Twinning and Twins, John Wiley and Sons, Chichester.
Cernerud, L. (1995). Height and social mobility: A study of the height of 10 year olds in relation to socioeconomic background and type of formal schooling. Scand.J.Soc.Med. 23:28–31.
Floud, R., Wachter, K., and Gregory, A. (1990). Height, Health and History.Nutritional Status in the United Kingdom, 1750–1980, Cambridge University Press, Cambridge.
Gulliford, M. C., Chinn, S., and Rona, R. J. (1991). Social environment and height: England and Scotland 1987 and 1988. Arch. Dis.Child. 66:235–240.
Honda, G. (1996). Short tailors and sickly Buddhist priests: Birth order and household effects on class and health in Japan 1893–1943. Continuity Change 11:273–294.
Honkasalo, M.-L., Kaprio, J., Heikkilä, K., Sillanpää, M., and Koskenvuo, M. (1993). A population-based survey of headache and migraine in 22,809 adults. Headache 33:403–412.
Illsley, R. (1995). Social class selection and class differences in relation to stillbirths and infant deaths. Br.Med.J. 2:1520–1524.
Kajanoja, P. (1971). A study in the morphology of the Finns and its relation to the settlement of Finland. Ann.Acad.Sci.Fennicae Ser.A Med. 146.
Kaprio, J., Sarna, S. Koskenvuo, M., and Rantasalo, I. (1978). The Finnish Twin Registry: Formation and compilation, questionnaire study, zygosity determination procedures and research program. Prog.Clin.Biol.Res. 24b:179–184.
Korkeila, M., Kaprio, J., Rissanen, A., Koskenvuo, M., and Sørensen, T. I. A. (1998). Predictors of major weight gain in adult Finns: Stress, life satisfaction and personality traits. Int.J. Obes. 22:949–957.
Kuh, D., and Wadsworth, M. (1989). Parental height: Childhood environment and subsequent adult height in a national birth cohort. Int.J.Epidemiol. 18:663–668.
Lasker, G. W., and Mascie-Taylor, C. G. N. (1989). Effects of social class differences and social mobility on growth in height, weight and body mass index in a British cohort. Ann.Hum.Biol. 16:1–8.
Lichtenstein, P., Pedersen, N. L., and McClearn, G. E. (1992). The origins of individual differences in occupational status and educational level: A study of twins reared apart and together. Acta Sociol. 35:13–31.
Mackenbach, J. P. (1992). Socio-economic health differences in the Netherlands: A review of recent empirical findings. Soc.Sci. Med. 34:213–226.
Marmot, M. (1995). Social differentials in mortality: The Whitehall Studies. In Lopetz, A., Caselli, T., and Valkonen, T. (eds.), Adult Mortality in Developed Countries: From Description to Explanation, Clarendon Press, Oxford.
Meyer, H. E., and Selmer, R. (1999). Income, educational level and body height. Ann.Hum.Biol. 26:219–227.
Montgomery, S. M., Bartley, M. J., and Wilkinson, R. G. (1997). Family conflict and slow growth. Arch.Dis.Child. 77:326–330.
Neale, M. (1994). Mx: Statistical Modeling, 2nd ed., Box 710, Department of Psychiatry, MCV, Richmond, VA 23298.
Neale, M. C., and Cardon, L. R. (1992). Methodology for Genetic Studies of Twins and Families, Kluwer Academic, Dordrecht.
Nyström Peck, A. M. (1992). Childhood environment, intergenerational mobility, and adult health—Evidence from Swedish data. J.Epidemiol.Commun.Health 46:71–74.
Nyström Peck, A. M., and Vågerö, D. H. (1987). Adult body height and childhood socioeconomic group in the Swedish population. J.Epidemiol.Commun.Health 41:333–337.
Nyström Peck, A. M., and Vågerö, D. H. (1989). Adult body height, self perceived health and mortality in the Swedish population. J.Epidemiol.Commun.Health 43:380–384.
Roberts, J. V., and Herman, C. P. (1986). The psychology of height; An empirical review. In Herman, C. P., Zanna, M. P., and Higgins, E. T. (eds.), Physical Appearance, Stigma, and Social Behavior: The Ontario Symposium, Vol. 3, Lawrence Erlbaum Associates, Hillsdale, NJ.
Rona, R. J., and Chinn, S. (1986). National study of health and growth: Social and biological factors associated with height of children from ethnic groups in England. Ann.Hum.Biol. 13:453–471.
Sarna, S., Kaprio, J., Sistonen, P., and Koskenvuo, M. (1978). Diagnosis of twin zygosity by mailed questionnaire. Hum.Hered. 28: 241–254.
Silventoinen, K., Lahelma, E., and Rahkonen, O. (1999). Social background, adult body-height and health. Int.J.Epidemiol. 28: 911–918.
Singh, L. P., and Harrison, G. A. (1997). The impact of caste on the growth of male Sikhs in Punjab, India. Ann.Hum.Biol. 24: 131–139.
Teasdale, T. W., Sørensen, T. I. A., and Owen, D. R. (1989). Fall in association of height with intelligence and educational level. Br. Med.J. 298:1292–1293.
Valkonen, T. (1989). Adult mortality and level of education: A comparison of six countries. In Fox, A. J. (ed.), Health Inequalities in European Countries, Gower, Aldershot, pp. 142–160.
Walker, M., Shaper, A. G., and Wannamethee, G. (1988). Height and social class in middle-aged British men. J.Epidemiol.Commun. Health 42:299–303.
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Silventoinen, K., Kaprio, J. & Lahelma, E. Genetic and Environmental Contributions to the Association Between Body Height and Educational Attainment: A Study of Adult Finnish Twins. Behav Genet 30, 477–485 (2000). https://doi.org/10.1023/A:1010202902159
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DOI: https://doi.org/10.1023/A:1010202902159