Skip to main content
Log in

The Majority of Genetic Variation in Orangutan Personality and Subjective Well-Being is Nonadditive

  • Original Research
  • Published:
Behavior Genetics Aims and scope Submit manuscript

An Erratum to this article was published on 01 August 2012

Abstract

The heritability of human personality is well-established. Recent research indicates that nonadditive genetic effects, such as dominance and epistasis, play a large role in personality variation. One possible explanation for the latter finding is that there has been recent selection on human personality. To test this possibility, we estimated additive and nonadditive genetic variance in personality and subjective well-being of zoo-housed orangutans. More than half of the genetic variance in these traits could be attributed to nonadditive genetic effects, modeled as dominance. Subjective well-being had genetic overlap with personality, though less so than has been found in humans or chimpanzees. Since a large portion of nonadditive genetic variance in personality is not unique to humans, the nonadditivity of human personality is not sufficient evidence for recent selection of personality in humans. Nonadditive genetic variance may be a general feature of the genetic structure of personality in primates and other animals.

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.

Fig. 1

Similar content being viewed by others

Notes

  1. Both personality and subjective well-being questionnaires can be obtained from http://www.sciencedirect.com/science/article/pii/S0006322311008572.

References

  • Bartels M, Boomsma DI (2009) Born to be happy? The etiology of subjective well-being. Behav Genet 39(6):605–615

    Article  PubMed  Google Scholar 

  • Bouchard TJ, Loehlin JC (2001) Genes, evolution, and personality. Behav Genet 31:243–273

    Article  PubMed  Google Scholar 

  • Capitanio JP (1999) Personality dimensions in adult male rhesus macaques: prediction of behaviors across time and situation. Am J Primatol 47(4):299–320

    Article  PubMed  Google Scholar 

  • Caprara GV, Fagnani C, Alessandri G, Steca P, Gigantesco A, Cavalli-Sforza LL, Stazi MA (2009) Human optimal functioning: the genetics of positive orientation towards self, life, and the future. Behav Genet 39(3):277–284

    Article  PubMed  Google Scholar 

  • Crnokrak P, Roff DA (1995) Dominance variance: associations with selection and fitness. Heredity 75(5):530–540

    Article  Google Scholar 

  • DeNeve KM, Cooper H (1998) The happy personality: a meta-analysis of 137 personality traits and subjective well-being. Psychol Bull 124(2):197–229

    Article  PubMed  Google Scholar 

  • Diener E, Chan MY (2011) Happy people live longer: subjective well-being contributes to health and longevity. Appl Psychol 3(1):1–43

    Google Scholar 

  • Diener E, Suh EM, Lucas RE, Smith HL (1999) Subjective well-being: three decades of progress. Psychol Bull 125(2):276–302

    Article  Google Scholar 

  • Digman JM (1990) Personality structure: emergence of the Five-Factor Model. Annu Rev Psychol 41(1):417–440

    Article  Google Scholar 

  • Eaves LJ, Last KA, Young PA, Martin NG (1978) Model-fitting approaches to the analysis of human behaviour. Heredity 41(3):249–320

    Article  PubMed  Google Scholar 

  • Eaves LJ, Heath AC, Neale MC, Hewitt JK, Martin NG (1998) Sex differences and nonadditivity in the effects of genes on personality. Twin Res 1(3):131–137

    PubMed  Google Scholar 

  • Figueredo AJ, Rushton JP (2009) Evidence for shared genetic dominance between the general factor of personality, mental and physical health, and life history traits. Twin Res Hum Genet 12:555–563

    Article  PubMed  Google Scholar 

  • Figueredo AJ, Wolf PSA, Gladden PR, Olderbak SG, Andrzejczak DJ, Jacobs WJ (2011) Ecological approaches to personality. In: Buss DM, Hawley PH (eds) The evolution of personality and individual differences. Oxford University Press, New York, pp 210–242

    Google Scholar 

  • Freeman HD, Gosling SD (2010) Personality in nonhuman primates: a review and evaluation of past research. Am J Primatol 72(8):653–671

    Article  PubMed  Google Scholar 

  • Galdikas BMF (1985) Adult male sociality and reproductive tactics among orangutans at Tanjung Puting. Folia Primatol 45(1):9–24

    Article  Google Scholar 

  • Gangestad SW (2011) Evolutionary processes explaining the genetic variation in personality: an exploration of scenarios. In: Buss DM, Hawley PH (eds) The evolution of personality and individual differences. Oxford University Press, New York, pp 338–375

    Google Scholar 

  • Goodall J (1986) The chimpanzees of Gombe: patterns of behavior. Belknap Press of Harvard University Press, Cambridge

    Google Scholar 

  • Gosling SD, Graybeal A (2007) Tree Thinking: a new paradigm for integrating comparative data in psychology. J Gen Psychol 134:259–277

    Article  PubMed  Google Scholar 

  • Hadfield JD (2010) MCMC methods for multi-response generalized linear mixed models: the MCMCglmm R package. J Stat Softw 33(2):1–22

    Google Scholar 

  • Hadfield JD, Nakagawa S (2010) General quantitative genetic methods for comparative biology: phylogenies, taxonomies and multi-trait models for continuous and categorical characters. J Evol Biol 23(3):494–508

    Article  PubMed  Google Scholar 

  • Hansen TF, Houle D (2008) Measuring and comparing evolvability and constraint in multivariate characters. J Evol Biol 21(5):1201–1219

    Article  PubMed  Google Scholar 

  • Hobolth A, Christensen OF, Mailund T, Schierup MH (2007) Genomic relationships and speciation times of human, chimpanzee, and gorilla inferred from a coalescent hidden Markov model. PLoS Genet 30:294–304

    Google Scholar 

  • Keller MC (2007) Standards of evidence in the nascent field of evolutionary behavioural genetics. Eur J Pers 21:608–610

    Google Scholar 

  • Keller MC, Coventry WM, Heath AC, Martin NG (2005) Widespread evidence for non-additive genetic variation in Cloninger’s and Eysenck’s personality dimensions using a twin plus sibling design. Behav Genet 35:707–721

    Article  PubMed  Google Scholar 

  • King JE, Figueredo AJ (1997) The Five-Factor Model plus dominance in chimpanzee personality. J Res Pers 31(2):257–271

    Article  Google Scholar 

  • King JE, Landau VI (2003) Can chimpanzee (Pan troglodytes) happiness be estimated by human raters? J Res Pers 37(1):1–15

    Article  Google Scholar 

  • King JE, Weiss A, Farmer KH (2005) A chimpanzee (Pan troglodytes) analogue of cross-national generalization of personality structure: zoological parks and an African sanctuary. J Res Pers 73:389–410

    Google Scholar 

  • King JE, Weiss A, Sisco MM (2008) Aping humans: age and sex effects in chimpanzee (Pan troglodytes) and human (Homo sapiens) personality. J Comp Psychol 122:418–427

    Article  PubMed  Google Scholar 

  • Konečná M, Lhota S, Weiss A, Urbánek T, Adamová T, Pluháček J (2008) Personality in free-ranging Hanuman langur (Semnopithecus entellus) males: subjective ratings and recorded behavior. J Comp Psychol 122:379–389

    Article  PubMed  Google Scholar 

  • Kruuk LEB (2004) Estimating genetic parameters in natural populations using the “animal model”. Phil Trans R Soc Lond B 359(1446):873–890

    Article  Google Scholar 

  • Lykken D, Tellegen A (1996) Happiness is a stochastic phenomenon. Psychol Sci 7(3):186–189

    Article  Google Scholar 

  • Lynch M, Walsh B (1998) Genetics and analysis of quantitative traits. Sinauer, Sunderland

    Google Scholar 

  • Lyubomirsky S, King L, Diener E (2005) The benefits of frequent positive affect: does happiness lead to success? Psychol Bull 131(6):803–855

    Article  PubMed  Google Scholar 

  • Merilä J, Sheldon BC (1999) Genetic architecture of fitness and nonfitness traits: empirical patterns and development of ideas. Heredity 83(2):103–109

    Article  PubMed  Google Scholar 

  • Nes RB, Røysamb E, Tambs K, Harris JR, Reichborn-Kjennerud T (2006) Subjective well-being: genetic and environmental contributions to stability and change. Psychol Med 36(7):1033–1042

    Article  PubMed  Google Scholar 

  • Nes RB, Czajkowski N, Tambs K (2010) Family matters: happiness in nuclear families and twins. Behav Genet 40(5):577–590

    Article  PubMed  Google Scholar 

  • Ovaskainen O, Cano JM, Merilä J (2008) A Bayesian framework for comparative quantitative genetics. Proc Biol Sci 275(1635):669–678

    Article  PubMed  Google Scholar 

  • Pederson AK, King JE, Landau VI (2005) Chimpanzee (Pan troglodytes) personality predicts behavior. J Res Pers 39(5):534–549

    Article  Google Scholar 

  • Penke L, Denissen JJ, Miller GF (2007) The evolutionary genetics of personality. Eur J Pers 21(5):549–587

    Article  Google Scholar 

  • Pilia G, Chen W-M, Scuteri A, Orrú M, Albai G, Dei M, Lai S, Usala G, Lai M, Loi P, Mameli C, Vacca L, Deiana M, Olla N, Masala M, Cao A, Najjar SS, Terracciano A, Nedorezov T, Sharov A, Zonderman AB, Abecasis GR, Costa P, Lakatta E, Schlessinger D (2006) Heritability of cardiovascular and personality traits in 6,148 Sardinians. PLoS Genet 2:e132

    Article  PubMed  Google Scholar 

  • Purvis A (1995) A composite estimate of primate phylogeny. Phil Trans R Soc B 348:405–421

    Article  PubMed  Google Scholar 

  • Shrout PE, Fleiss JL (1979) Intraclass correlations: uses in assessing rater reliability. Psychol Bull 86:420–428

    Article  PubMed  Google Scholar 

  • Sorensen D, Gianola D (2002) Likelihood, Bayesian, and MCMC methods in quantitative genetics. Springer, London

    Google Scholar 

  • Srivastava S (2010) The Five-Factor Model describes the structure of social perceptions. Psychol Inq 21(1):69–75

    Article  Google Scholar 

  • Stearns SC, Byars SG, Govindaraju DR, Ewbank D (2010) Measuring selection in contemporary human populations. Nat Rev Genet 11(9):611–622

    Article  PubMed  Google Scholar 

  • Steel P, Schmidt J, Shultz J (2008) Refining the relationship between personality and subjective well-being. Psychol Bull 134:138–161

    Article  PubMed  Google Scholar 

  • Stevenson-Hinde J, Stillwell-Barnes R, Zunz M (1980) Subjective assessment of rhesus monkeys over four successive years. Primates 21(1):66–82

    Article  Google Scholar 

  • Stirling DG, Réale D, Roff DA (2002) Selection, structure and the heritability of behaviour. J Evol Biol 15(2):277–289

    Article  Google Scholar 

  • Uher J (2008a) Comparative personality research: methodological approaches. J Res Pers 22:427–455

    Google Scholar 

  • Uher J (2008b) Three methodological core issues of comparative personality research. Eur J Pers 22(5):475–496

    Article  Google Scholar 

  • Uher J, Asendorpf JB (2008) Personality assessment in the Great Apes: comparing ecologically valid behavior measures, behavior ratings, and adjective ratings. J Res Pers 42(4):821–838

    Article  Google Scholar 

  • van Oers K, Drent PJ, de Jong G, van Noordwijk AJ (2004) Additive and nonadditive genetic variation in avian personality traits. Heredity 93(5):496–503

    Article  PubMed  Google Scholar 

  • Weiss A, Adams MJ (2008) Species of nonhuman personality assessment. Euro J Pers 22:472–474

    Google Scholar 

  • Weiss A, Inoue-Murayama M, King JE, Adams MJ, Matsuzawa T (2012) All too human? Chimpanzee and orang-utan personalities are not anthropomorphic projections. Anim Behav (in press)

  • Weiss A, King JE, Figueredo AJ (2000) The heritability of personality factors in chimpanzees (Pan troglodytes). Behav Genet 30:213–221

    Article  PubMed  Google Scholar 

  • Weiss A, King JE, Enns RM (2002) Subjective well-being is heritable and genetically correlated with Dominance in chimpanzees (Pan troglodytes). J Pers Soc Psychol 83(5):1141–1149

    Article  PubMed  Google Scholar 

  • Weiss A, King JE, Perkins L (2006) Personality and subjective well-being in orangutans (Pongo pygmaeus and Pongo abelii). J Pers Soc Psychol 90(3):501–511

    Article  PubMed  Google Scholar 

  • Weiss A, King JE, Hopkins WD (2007) A cross-setting study of chimpanzee (Pan troglodytes) personality structure and development: zoological parks and Yerkes National Primate Research Center. Am J Primatol 69(11):1264–1277

    Article  PubMed  Google Scholar 

  • Weiss A, Bates TC, Luciano M (2008) Happiness is a personal(ity) thing: the genetics of personality and well-being in a representative sample. Psychol Sci 19(3):205–210

    Article  PubMed  Google Scholar 

  • Weiss A, Inoue-Murayama M, Hong KW, Inoue E, Udono T, Ochiai T, Matsuzawa T, Hirata S, King JE (2009) Assessing chimpanzee personality and subjective well-being in Japan. Am J Primatol 71(4):283–292

    Article  PubMed  Google Scholar 

  • Weiss A, Adams MJ, King JE (2011a) Happy orang-utans live longer lives. Biol Lett 7:872–874

    Article  PubMed  Google Scholar 

  • Weiss A, Adams MJ, Widdig A, Gerald MS (2011b) Rhesus macaques (Macaca mulatta) as living fossils of hominoid personality and subjective well-being. J Comp Psychol 125:72–83

    Article  PubMed  Google Scholar 

  • Wilson AJ, Réale D, Clements MN, Morrissey MM, Postma E, Walling CA, Kruuk LEB, Nussey DH (2009) An ecologist’s guide to the animal model. J Anim Ecol 79(1):13–26

    Article  Google Scholar 

Download references

Acknowledgments

We thank Jarrod Hadfield for useful advice about genetic modeling and the personnel at the zoos for rating the orangutans. This work has made use of the resources provided by the Edinburgh Compute and Data Facility (ECDF).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mark James Adams.

Additional information

Edited by Eric Turkheimer.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Adams, M.J., King, J.E. & Weiss, A. The Majority of Genetic Variation in Orangutan Personality and Subjective Well-Being is Nonadditive. Behav Genet 42, 675–686 (2012). https://doi.org/10.1007/s10519-012-9537-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10519-012-9537-y

Keywords

Navigation