Abstract
Fisher’s 1918 paper accomplished two distinct goals: unifying discrete Mendelian genetics with continuous biometric phenotypes and quantifying the variance components of variation in complex human characteristics. The former contributed to the foundation of modern quantitative genetics; the latter was adopted by social scientists interested in the pursuit of Galtonian nature-nurture questions about the biological and social origins of human behavior, especially human intelligence. This historical divergence has produced competing notions of the estimation of variance ratios referred to as heritability. Jay Lush showed that they could be applied to selective breeding on the farm, while the early twin geneticists used them as a descriptive statistic to describe the degree of genetic determination in complex human traits. Here we trace the early history (1918 to 1960) of the heritability coefficient now used by social scientists.
Similar content being viewed by others
Notes
Fisher (1919) is explicit about this aim in the opening paragraph. Donald MacKenzie (1981) argues that Fisher’s support of eugenics had a decisive influence on all of his work in statistics. Eric Johnson (2021) provides some insights into some of the implications of Fisher’s lifelong support for eugenics on the occasion of Fisher’s window being removed from his college at Cambridge.
Fisher did not use this term; rather, as Visscher and Walsh note, Fisher introduced “the ‘percentage of variance due to heritable factors’ (i.e., what we now call heritability)” (Visscher and Walsh 2019, p. 11) and “Fisher defined quantities that are now called narrow sense and broad sense heritability (variance due to ‘essential genotypes’ and ‘genotypes’, respectively)” (2019, p. 11). Lush, discussed below, was the first to use the term “heritability” for these variance ratios.
Note here another use of a quasi-causal linkage phrase.
Burks is an underappreciated figure in the early development of social science genomics. Trained at Berkeley and Stanford by Louis Terman, Burks’s dissertation was a pioneering attempt to use the adoption design to estimate proportions of variance attributable to “heritable” and “environmental” causes. A 1927 meeting organized by Terman at the National Society for the Study of Education, titled “Nature and Nurture Part 1: The Influence upon Intelligence (National Society For The Study Of Education 1927),” marked the beginning of modern social science genomics. At that meeting, Ms. Burks (as she was called by Terman, who referred to her as his “secretary”), 25 years old, dominated the proceedings. She gave two papers and a comment, among them one titled “Statistical Hazards in Nature-Nurture Investigations,” in which she sternly corrected many of the common practices of the time. Sadly, she was never able to find a stable academic career and committed suicide in 1943.
Newman, Freeman, and Holzinger drew from Fisher’s Statistical Methods for Researchers (1950 [first edition published 1925]) rather than his 1918 paper.
Clark (1956) presents h2 via this equation \({h}^{2}= \frac{{r}_{M - }{r}_{D}}{1-{r}_{D}}\), which he says comes from Holzinger (1929). As we show here, Holzinger does not introduce the notation h2 until 1937 in Newman et al. (1937)). Clark defines h2 as follows: “Heritability, designated by h2, may for our present purposes be defined as the proportion of the variance within like-sexed dizygous twin pairs which is attributable to genetic factors” (1956, p. 51).
We also note that Thomas Kelley (1930) used the word “heritability” in an unquantified sense to refer to behavioral differences.
David Marks (2019) documents scientific misconduct carried out by Eysenck. We introduce Eysenck here as he was one of the first psychologists to use a version of the heritability measure in the 1950s, and in particular one of the first postwar investigators to misinterpret it as a measure of something called “genetic determination.” Also, we note that he was drawing on Holzinger rather than Lush. We are not endorsing Eysenck’s work nor are we attempting to rescue him from any of the well documented charges of scientific misconduct.
Kang et al. (1978) include the equation in their, at the time, exhaustive summary of mathematical methods for estimating heritability in human behavior genetics.
Note the use of similar terms in this equation and Holzinger’s Eq. (7) discussed above.
References
Anastasi A (1958) Heredity, environment, and the question “how?” Psychol Rev 65:197–208. https://doi.org/10.1037/h0044895
Bell AE (1977) Heritability in retrospect. J Hered 68:297–300. https://doi.org/10.1093/oxfordjournals.jhered.a108840
Border R, Johnson EC, Evans LM, Smolen A, Berley N, Sullivan PF, Keller MC (2019) No support for historical candidate gene or candidate gene-by-interaction hypotheses for major depression across multiple large samples. Am J Psychiatry 176:376–387. https://doi.org/10.1176/appi.ajp.2018.18070881
Burks BS (1928) A summary of the literature on the determiners of the intelligence quotient and the educational quotient. In: Whipple GM (ed) The twenty-seventh yearbook of the national society for the study of education: nature and nurture. Part II: their influence upon achievement. Public School Publishing Company, Bloomington
Charlesworth B, Edwards AWF (2018) A century of variance. Significance 15:20–25. https://doi.org/10.1111/j.1740-9713.2018.01170.x
Clark PJ (1956) The heritability of certain anthropometric characters as ascertained from measurements of twins. Am J Hum Genet 8:49–54
Comfort NC (2012) The science of human perfection: how genes became the heart of American medicine. Yale University Press, New Haven
Edwards AWF (2019) Commentary: on R. A. Fisher’s paper ‘The causes of human variability’, 1918. Int J Epidemiol 48:12–13. https://doi.org/10.1093/ije/dyx184
Eysenck HJ (1951) Neuroticism in twins. Eugen Rev 43:79–82
Eysenck HJ, Prell DB (1951) The inheritance of neuroticism: an experimental study. J Meteorol Soc Jpn 97:441–465. https://doi.org/10.1192/bjp.97.408.441
Falconer DS (1960) Introduction to quantitative genetics. Ronald Press, New York
Fisher RA (1918) The correlation between relatives on the supposition of Mendelian inheritance. Earth Environ Sci Trans R Soc Edinb 52:399–433. https://doi.org/10.1017/S0080456800012163
Fisher RA (1919) The causes of human variability. Eugen Rev 10:213–220
Fisher RA (1930) The genetical theory of natural selection. Clarendon Press, Oxford
Fisher RA (1950) Statistical methods for research workers, 11th edn. Oliver and Boyd, Edinburgh/London
Galton F (1869) Hereditary genius. MacMillan and Co., London
Harden KP (2021) The genetic lottery: why DNA matters for social equality. Princeton University Press, Princeton
Holzinger KJ (1929) The relative effect of nature and nurture influences on twin differences. J Educ Psychol 20:241–248. https://doi.org/10.1037/h0072484
Johnson EM (2021) Ronald fisher is not being ‘Cancelled’, but his eugenic advocacy should have consequences. In: This view of life. https://thisviewoflife.com/ronald-fisher-is-not-being-cancelled-but-his-eugenic-advocacy-should-have-consequences/. Accessed 21 Apr 2021
Kang KW, Christian JC, Norton JA (1978) Heritability estimates from twin studies. Acta Geneticae Medicae Et Gemellologiae: Twin Res 27:39–44. https://doi.org/10.1017/S000156600000948X
Kelley TL (1930) The inheritance of mental traits. In: Adler A, Murchison CA (eds) Psychologies of 1930. Clark University Press, Worcester, pp 423–443
Lewontin RC (1974) Analysis of variance and analysis of causes. Am J Hum Genet 26:400–411
Lush JL (1935) Progeny test and individual performance as indicators of an animal’s breeding value. J Dairy Sci 18:1–19. https://doi.org/10.3168/jds.S0022-0302(35)93109-5
Lush JL (1937) Animal breeding plans. Collegiate Press, Ames
Lush JL (1949) Heritability of quantitative characters in farm animals. Hereditas 35:356–375. https://doi.org/10.1111/j.1601-5223.1949.tb03347.x
MacKenzie DA (1981) Statistics in Britain, 1865–1930: the social construction of scientific knowledge. Edinburgh University Press, Edinburgh
Marks DF (2019) The Hans Eysenck affair: time to correct the scientific record. J Health Psychol 24:409–420. https://doi.org/10.1177/1359105318820931
McClearn GE (1970) Behavioral genetics. Annu Rev Genet 4:437–468. https://doi.org/10.1146/annurev.ge.04.120170.002253
National Society For The Study Of Education (1927) The twenty seventh yearbook of the national society for the study of education nature and nurture. Part I. The influence upon intelligence. Palala Press
Neale M, Cardon L (1992) Methodology for genetic studies of twins and families. Springer Netherlands, Dordrecht
Newman HH, Freeman FN, Holzinger KJ (1937) Twins: a study of heredity and environment. University of Chicago Press, Chicago
Panofsky A (2014) Misbehaving science: controversy and the development of behavior genetics. University of Chicago Press, Chicago/London
Plomin R, DeFries JC, McClearn GE (1980) Behavioral genetics, a primer. WHFreeman, San Francisco
Plomin R, DeFries JC, Knopik VS, Neiderhiser JM (2016) Top 10 replicated findings from behavioral genetics. Perspect Psychol Sci 11:3–23. https://doi.org/10.1177/1745691615617439
Provine WB (2001) The origins of theoretical population genetics with a new afterword, 2nd edn. University of Chicago Press, Chicago
Rende RD, Plomin R, Vandenberg SG (1990) Who discovered the twin method? Behav Genet 20:277–285. https://doi.org/10.1007/BF01067795
Sarkar S (1998) Genetics and reductionism. Cambridge University Press, Cambridge
Sturtevant AH (1959) Social implications of the genetics of man. In: Peters JA (ed) Classic papers in genetics. Prentice Hall, Englewood Cliffs, pp 259–263
Tabery J (2014) Beyond versus: the struggle to understand the interaction of nature and nurture. MIT Press, Cambridge
Turkheimer E (2000) Three laws of behavior genetics and what they mean. Curr Dir Psychol Sci 9:160–164. https://doi.org/10.1111/1467-8721.00084
Visscher PM, Walsh B (2019) Commentary: Fisher 1918: the foundation of the genetics and analysis of complex traits. Int J Epidemiol 48:10–12. https://doi.org/10.1093/ije/dyx129
Wright S (1920) The relative importance of heredity and environment in determining the piebald pattern of guinea-pigs. PNAS 6:320–332. https://doi.org/10.1073/pnas.6.6.320
Wright S (1934) The method of path coefficients. Ann Math Statist 5:161–215. https://doi.org/10.1214/aoms/1177732676
Acknowledgments
The authors would like to thank both Jim Tabery and Jonathan Kaplan for their many helpful comments on earlier drafts of this article. We also thank Stuart Newman for his comments on our penultimate draft and Deborah Klosky for her copyediting.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Downes, S.M., Turkheimer, E. An Early History of the Heritability Coefficient Applied to Humans (1918–1960). Biol Theory 17, 126–137 (2022). https://doi.org/10.1007/s13752-021-00392-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13752-021-00392-9