Al-Shawaf, L., Lewis, D. M. G., Wehbe, Y., & Buss, D. M. (2019). Context, environment, and learning in evolutionary psychology. In Shackelford, T. K. & Weekes-Shackelford, V. A. (Eds.), Encyclopedia of Evolutionary Psychological Science (pp. 1–12). New York: Springer.Google Scholar

Al-Shawaf, L., Zreik, K. A., & Buss, D. M. (2018). Thirteen misunderstandings about natural selection. In Shackelford, T. K. & Weekes-Shackelford, V. A. (Eds.), Encyclopedia of Evolutionary Psychological Science (pp. 1–14). New York: Springer.Google Scholar

Al-Shawaf, L., & Zreik, K. A. (2018). Richard Dawkins on constraints on natural selection. In Shackelford, T. K. & Weekes-Shackelford, V. A. (Eds.), Encyclopedia of evolutionary psychological science (pp. 1–5). New York: Springer.Google Scholar

Alvergne, A., Jokela, M., & Lummaa, V. (2010). Personality and reproductive success in a high-fertility human population. Proceedings of the National Academy of Sciences, 107, 11745–11750.CrossRefGoogle Scholar

Baldwin, J. D. (1995). Continua outperform dichotomies. Behavioral and Brain Sciences, 18, 543–544.Google Scholar

Belsky, J., Steinberg, L., & Draper, P. (1991). Childhood experience, interpersonal development, and reproductive strategy: An evolutionary theory of socialization. Child Development, 62, 647–670.Google Scholar

Buss, D. M. (1984). Evolutionary biology and personality psychology: Toward a conception of human nature and individual differences. American Psychologist, 39, 1135–1147.Google Scholar

Buss, D. M. (1989). Sex differences in human mate preferences: Evolutionary hypotheses tested in 37 cultures. Behavioral and Brain Sciences, 12, 1–49.Google Scholar

Buss, D. M. (1991). Evolutionary personality psychology. Annual Review of Psychology. Palo Alto, CA: Annual Reviews, Inc.Google Scholar

Buss, D. M. (2000). The dangerous passion: Why jealousy is as necessary as love and sex. New York: The Free Press.Google Scholar

Buss, D. M. (2009). How can evolutionary psychology explain personality and individual differences? Perspectives in Psychological Science, 4, 359–366.Google Scholar

Buss, D. M., Goetz, C., Duntley, J. D., Asao, K., & Conroy-Beam, D. (2017). The mate switching hypothesis. Personality and Individual Differences, 104, 143–149.Google Scholar

Buss, D. M., & Greiling, H. (1999). Adaptive individual differences. Journal of Personality, 67, 209–243.Google Scholar

Buss, D. M., & Haselton, M. G. (2005). The evolution of jealousy. Trends in Cognitive Science, 9, 506–507.Google Scholar

Buss, D. M., Larsen, R. J., Westen, D., & Semmelroth, J. (1992). Sex differences in jealousy: Evolution, physiology, and psychology. Psychological Science, 3, 251–255.Google Scholar

Buss, D. M., & Penke, L. (2014). Evolutionary personality psychology. In Mikulincer, M. & Shaver, P. R. (Series Eds.) & Cooper, L. & Larsen, R. (Vol. Eds.), APA handbook of personality and social psychology: Vol. 4. Personality processes and individual differences (pp. 3–29). Washington, DC: American Psychological Association.Google Scholar

Buss, D., & Schmitt, D. P. (1993). Sexual strategies theory: An evolutionary perspective on human mating. Psychological Review, 100, 204–232.Google Scholar

Buss, D. M., & Shackelford, T. K. (1997). From vigilance to violence: Mate retention tactics in married couples. Journal of Personality and Social Psychology, 72, 346–361.Google Scholar

Buunk, A. P., Angleitner, A., Oubaid, V., & Buss, D. M. (1996). Sex differences in jealousy in evolutionary and cultural perspective: Tests from the Netherlands, Germany, and the United States. Psychological Science, 7, 359–363.Google Scholar

Buunk, A. P., & Hupka, R. B. (1987). Cross-cultural differences in the elicitation of sexual jealousy. Journal of Sex Research, 23, 12–22.Google Scholar

Camperio Ciani, A., Veronese, V., Capiluppi, , & Sartori, C. G. (2007). The adaptive values of personality differences revealed by small island population dynamics. European Journal of Personality, 21, 3–22.CrossRefGoogle Scholar

Cerda‐Flores, R. M., Barton, S. A., Marty‐Gonzalez, L. F., Rivas, F., & Chakraborty, R. (1999). Estimation of nonpaternity in the Mexican population of Nuevo Leon: A validation study with blood group markers. American Journal of Physical Anthropology, 109, 281–293.Google Scholar

Chen, C., Burton, M., Greenberger, E., & Dmitrieva, J. (1999). Population migration and the variation of dopamine D4 receptor (DRD4) allele frequencies around the globe. Evolution and Human Behavior, 20, 309–324.Google Scholar

Cleckley, H. (1982). The mask of sanity. New York: New American Library.Google Scholar

Daly, M., Wilson, M., & Weghorst, S. J. (1982). Male sexual jealousy. Ethology and Sociobiology, 3, 11–27.CrossRefGoogle Scholar

Dawkins, R. (1982). The extended phenotype. San Francisco, CA: W.H. Freeman.Google Scholar

Deary, I. J., Penke, L., & Johnson, W. (2010). The neuroscience of human intelligence differences. Nature Reviews Neuroscience, 11, 201–211.CrossRefGoogle ScholarPubMed

Deary, I. J., Weiss, A., & Batty, G. D. (2010). Intelligence and personality as predictors of illness and death: How researchers in differential psychology and chronic disease epidemiology are collaborating to understand and address health inequalities. Psychological Science in the Public Interest, 11, 53–79.Google Scholar

Del Giudice, M. (2009). Sex, attachment, and the development of reproductive strategies. Behavioral and Brain Sciences, 32, 1–21.Google Scholar

Denissen, J. J. A., & Penke, L. (2008). Individual reaction norms underlying the Five-Factor Model of personality: First steps towards a theory-based conceptual framework. Journal of Research in Personality, 42, 1285–1302.CrossRefGoogle Scholar

Duckworth, A. (2010). Evolution of personality: Developmental constraints on behavioral flexibility. The Auk, 127, 752–758.CrossRefGoogle Scholar

Edlund, J. E., & Sagarin, B. J. (2017). Sex differences in jealousy: A 25-year retrospective. Advances in Experimental Social Psychology, 55, 259–302.Google Scholar

Eisenberg, D. T., Campbell, B., Gray, P. B., & Sorenson, M. D. (2008). Dopamine receptor genetic polymorphisms and body composition in undernourished pastoralists: An exploration of nutrition indices among nomadic and recently settled Ariaal men of northern Kenya. BMC Evolutionary Biology, 8, 173.Google Scholar

Ellis, B. J., Schlomer, G. L., Tilley, E. H., & Butler, E. A. (2012). Impact of fathers on risky sexual behavior in daughters: A genetically and environmentally controlled sibling study. Development and Psychopathology, 24, 317–332.Google Scholar

Eysenck, H. J. (1995). Psychopathology: Type or trait? Behavioral and Brain Sciences, 18, 355–356.Google Scholar

Fay, J. C., Wyckoff, G. J., & Wu, C. (2001). Positive and negative selection of the human genome. Genetics, 158, 1227–1234.Google Scholar

Forstmeier, W., Martin, K., Bolund, E., Schielzeith, H., & Kempenaers, B. (2011). Female extrapair mating behavior can evolve via indirect selection on males. Proceedings of the National Academy of Sciences, 108, 10608–10613.Google Scholar

Fu, W., O’Connor, T. D., Jun, G., Kang, H. M., Acecasis, G., Leal, S. M., … Akey, J. M. (2012). Analysis of 6,515 exomes reveals the recent origin of most human protein-coding variants. Nature, 493, 216–220.Google Scholar

Funder, D. C., & Colvin, C. R. (1991). Explorations in behavioral consistency: Properties of persons, situations, and behaviors. Journal of Personality and Social Psychology, 60, 773–794.Google Scholar

Gangestad, S. W., & Simpson, J. A. (2000). The evolution of human mating: Trade-offs and strategic pluralism. Behavioral and Brain Sciences, 23, 573–644.Google Scholar

Gangestad, S. W., Thornhill, R., & Garver-Apgar, C. E. (2005). Women’s sexual interests across the ovulatory cycle depend on primary partner developmental instability. Proceedings of the Royal Society of London B, 272, 2023–2027.Google Scholar

Greiling, H., & Buss, D. M. (2000). Women’s sexual strategies: The hidden dimension of extra-pair mating. Personality and Individual Differences, 28, 929–963.Google Scholar

Hamilton, W.D. (1964). The genetical evolution of social behavior. I and II. Journal of Theoretical Biology, 7, 1–52.Google Scholar

Jokela, M., Hintsa, T., Hintsanen, M., & Keltikangas-Järvinen, L. (2010). Adult temperament and childbearing over the life course. European Journal of Personality, 24, 151–166.Google Scholar

Keightley, P. D. (2012). Rates and fitness consequences of new mutations in humans. Genetics, 190, 295–304.Google Scholar

Keller, M. C., & Miller, G. F. (2006). Resolving the paradox of common, harmful, heritable mental disorders: Which evolutionary genetic models work best? Behavioral and Brain Sciences, 29, 385–452.Google Scholar

Krupp, D. B., Sewall, L. A., Lalumière, M. L., Sheriff, C., & Harris, G. T. (2012). Nepotistic patterns of violent psychopathy: Evidence for adaptation? Frontiers in Psychology, 3, 1–8.Google Scholar

Kurzban, R., & Leary, M. (2001). Evolutionary origins of stigmatization: The functions of social exclusion. Psychological Bulletin, 127, 187–208.Google Scholar

Larsen, R. J., & Buss, D. M. (2018). Personality psychology: Domains of knowledge about human nature (6th ed.). New York: McGraw-Hill.Google Scholar

Lewis, D. M. G. (2011). The sibling uncertainty hypothesis: Facial resemblance as a sibling recognition cue. Personality and Individual Differences, 51, 969–974.Google Scholar

Lewis, D. M. G. (2013). Individual differences and universal condition-dependent mechanisms (Unpublished doctoral dissertation).Google Scholar

Lewis, D. M. G. (2015). Evolved individual differences: Advancing a condition-dependent model of personality. Personality and Individual Differences, 84, 63–72.Google Scholar

Lewis, D. M. G., Al-Shawaf, L., Conroy-Beam, D., Asao, K., & Buss, D. M. (2017). Evolutionary psychology: A how-to guide. American Psychologist, 72, 353–373.Google Scholar

Lewis, D. M. G., Al-Shawaf, L., Janiak, M., & Akunebu, S. (2018). Integrating molecular genetics and evolutionary psychology: Sexual jealousy and the androgen receptor (AR) gene. Personality and Individual Differences, 120, 276–282.CrossRefGoogle Scholar

Li, N. P., Bailey, J. M., Kenrick, D. T., & Linsenmeier, J. A. W. (2002). The necessities and luxuries of mate preferences: Testing the tradeoffs. Journal of Personality and Social Psychology, 82, 947–955.Google Scholar

Li, N., & Kenrick, D. (2006). Sex similarities and differences in preferences for short-term mates: What, whether and why. Journal of Personality and Social Psychology, 90, 468–489.Google Scholar

Lieberman, D., Tooby, J., & Cosmides, L. (2003). Does morality have a biological basis? An empirical test of the factors governing moral sentiments relating to incest. Proceedings of the Royal Society London (Biological Sciences), 270, 819–826.Google Scholar

Lieberman, D., Tooby, J., & Cosmides, L. (2007). The architecture of human kin detection. Nature, 445, 727–731.Google Scholar

Lukaszewski, A. W. (2013). Testing an adaptationist theory of trait covariation: Relative bargaining power as a common calibrator of an interpersonal syndrome. European Journal of Personality, 27, 328–345.Google Scholar

Lukaszewski, A. W., & Roney, J. R. (2011). The origins of extraversion: Joint effects of facultative calibration and genetic polymorphism. Personality and Social Psychology Bulletin, 37, 409–421.Google Scholar

McCrae, R. R., & John, O. P. (1992). An introduction to the Five-Factor Model and its applications. Journal of Personality, 60, 175–215.Google Scholar

Mealey, L. (1995). The sociobiology of sociopathy: An integrated evolutionary model. Behavioral and Brain Sciences, 18, 523–599.Google Scholar

Mendle, J., Harden, K. P., Turkheimer, E., van Hulle, C., D’Onofrio, B. M., Brooks-Gunn, J., … Lahey, B. B. (2009). Associations between father absence and age of first sexual intercourse. Child Development, 80, 1463–1480.Google Scholar

Munafo, M. R., & Flint, J. (2011). Dissecting the genetic architecture of human personality. Trends in Cognitive Sciences, 15, 395–400.Google Scholar

Munafo, M. R., Yalcin, B., Willis-Owen, S. A., & Flint, J. (2008). Association of the dopamine D4 receptor (DRD4) gene and approach-related personality traits: Meta-analysis and new data. Biological Psychiatry, 63, 197–206.CrossRefGoogle ScholarPubMed

Nettle, D. (2005). An evolutionary approach to the extraversion continuum. Evolution and Human Behavior, 26, 363–373.Google Scholar

Nettle, D. (2006). The evolution of personality variation in humans and other animals. American Psychologist, 61, 622–631.Google Scholar

Ozer, D. J. (1985). Correlation and the coefficient of determination. Psychological Bulletin, 97, 307–315.Google Scholar

Ozer, D. J., & Benet-Martinez, V. (2006). Personality and the prediction of consequential outcomes. Annual Review of Psychology , 57, 401–421.Google Scholar

Penke, L. (2011). Bridging the gap between modern evolutionary psychology and the study of individual differences. In Buss, D. M. & Hawley, P. H. (Eds.), The evolution of personality and individual differences (pp. 243–279). New York: Oxford University Press.Google Scholar

Penke, L., Denissen, J. J. A., & Miller, G. F. (2007). The evolutionary genetics of personality. European Journal of Personality, 21, 549–587.Google Scholar

Penton-Voak, I. S., & Perrett, D. I. (2000). Female preference for male faces changes cyclically: Further evidence. Evolution & Human Behavior, 21, 39–48.Google Scholar

Roberts, B. W., Kuncel, N. R., Shiner, R., Caspi, A., & Goldberg, L. R. (2007). The power of personality: The comparative validity of personality traits, socio-economic status, and cognitive ability for predicting important life outcomes. Perspectives on Psychological Science, 2, 313–345.Google Scholar

Ross, L., & Nisbett, R. E. (1991). The person and the situation: Perspectives of social psychology. New York: McGraw-Hill.Google Scholar

Rowe, D. C. (1995). Evolution, mating effort, and crime. Behavioral and Brain Sciences, 18, 573–574.Google Scholar

Rowe, D. C., Clapp, M., & Wallis, J. (1987). Physical attractiveness and the personality resemblance of identical twins. Behavior Genetics, 17, 191–201.Google Scholar

Schmitt, D. P. (2004). The Big Five related to risky sexual behaviour across 10 world regions: Differential personality associations of sexual promiscuity and relationship infidelity. European Journal of Personality, 18, 301–319.Google Scholar

Schützwohl, A. (2006). Sex differences in jealousy: Information search and cognitive preoccupation. Personality and Individual Differences, 40, 285–292.Google Scholar

Sell, A., Tooby, J., & Cosmides, L. (2009). Formidability and the logic of human anger. Proceedings of the National Academy of Sciences, 106, 15073–15078.Google Scholar

Sen, S., Burmeister, M., & Ghosh, D. (2004). Meta-analysis of the association between a serotonin transporter promoter polymorphism (5-HTTLPR) and anxiety-related personality disorders. American Journal of Genetics Part B: Neuropsychiatric Genetics, 127B, 85–89.Google Scholar

Sih, A., Bell, A. M., Johnson, J. C ., & Ziemba, R. E. (2004). Behavioral syndromes: An integrative overview. The Quarterly Review of Biology, 79, 241–277.Google Scholar

Shackelford, T. K., & Buss, D. M. (1997). Cues to infidelity. Personality and Social Psychology Bulletin, 23, 1034–1045.Google Scholar

Silventoinen, K., Magnusson, P. K. E., Tynelius, P., Kaprio, J., & Rasmussen, F. (2008). Heritability of body size and muscle strength in young adulthood: A study of one million Swedish men. Genetic Epidemiology, 32, 341–349.Google Scholar

Symons, D. (1979). The evolution of human sexuality. New York: Oxford University Press.Google Scholar

Symons, D. (1987). If we’re all Darwinians, what’s the fuss about? In Crawford, C., Krebs, D. & Smith, M. (Eds.), Sociobiology and psychology (pp. 121–145). Hillsdale, NJ: Lawrence Erlbaum.Google Scholar

Thornhill, R., & Gangestad, S. W. (1994). Human fluctuating asymmetry and sexual behavior. Psychological Science, 5, 297–302.Google Scholar

Tochigi, M., Hibuno, H., Otowa, T., Kato, C., Marui, T., Ohtani, T., … Sasaki, T. (2006). Association between dopamine D4 receptor (DRD4) exon III polymorphism and neuroticism in the Japanese population. Neuroscience Letters, 398, 333–336.Google Scholar

Tooby, J., & Cosmides, L. (1990). On the universality of human nature and the uniqueness of the individual: The role of genetics and adaptation. Journal of Personality, 58, 17–67.Google Scholar

Tufto, J. (2000). The evolution of plasticity and nonplastic spatial and temporal adaptations in the presence of imperfect environmental cues. American Naturalist, 156, 121–123.Google Scholar

Verweij, K. J. H., Yang, J., Lahti, J., Veijola, J., Hintsanen, M., Pulkki-Råback, L., … Zietsch, B. P. (2012). Maintenance of genetic variation in human personality: Testing evolutionary models by estimating heritability due to common causal variants and investigating the effect of distant inbreeding. Evolution, 66, 3238–3251.Google Scholar

Verweij, K. J. H., Zietsch, B. P., Medland, S. E., Gordon, S. D., Benyamin, B., Nyholt, D. R., … Wray, N. R. (2010). A genome-wide association study of Cloninger’s Temperament scales: Implications for the evolutionary genetics of personality. Biological Psychology, 85, 306–317.Google Scholar

Vinkhuyzen, A. E., Pedersen, N. L., Yang, J., Lee, S. H., Magnussen, P. K. E., Iacono, W. G., … Wray, N. R. (2012). Common SNPs explain a significant proportion of the “missing heritability” in the personality dimensions of neuroticism and extraversion. Translational Psychiatry, 2, e102.CrossRefGoogle Scholar

Westberg, L., Henningsson, S., Landén, M., Annerbrink, K., Melke, J., Nilsson, S., … Eriksson, E. (2009). Influence of androgen receptor repeat polymorphisms on personality traits in men. Journal of Psychiatry and Neuroscience, 34, 205–211.Google Scholar

Wiederman, M. W., & Allgeier, R. R. (1993). Gender differences in sexual jealousy: Adaptationist or social learning explanation? Ethology and Sociobiology, 14, 115–140.Google Scholar

Wiggins, J. S. (1979). A psychological taxonomy of trait-descriptive terms: The interpersonal domain. Journal of Personality and Social Psychology, 37, 395–412.Google Scholar

Willerman, L., Loehlin, J. C., & Horn, J. M. (1992). An adoption and a cross-fostering study of the Minnesota Multiphasic Personality Inventory (MMPI) Psychopathic Deviate scale. Behavior Genetics, 22, 515–529.Google Scholar

Williams, G. C. (1966). Adaptation and natural selection. Princeton, NJ: Princeton University Press.Google Scholar

Wilson, D. S. (1995). Sociopathy within and between small groups. Behavioral and Brain Sciences, 18, 577.Google Scholar

Yang, J. A., Benyamin, B., McEvoy, B. P., Gordon, S., Henders, A. K., Nyholt, D. R., … Visscher, P. M. (2010). Common SNPs explain a large proportion of the heritability for human height. Nature Genetics, 42, 565–569.Google Scholar

Zietsch, B. P., Verweij, K. J. H., Heath, A. C., & Martin, N. G. (2011). Variation in human mate choice: Simultaneously investigating heritability, parental influence, sexual imprinting, and assortative mating. American Naturalist, 177, 605–616.Google Scholar

Araya-Ajoy, Y. G., Mathot, K. J., & Dingemanse, N. J. (2015). An approach to estimate short-term, long-term and reaction norm repeatability. Methods in Ecology and Evolution, 6, 1462–1473.Google Scholar

Arnett, J. J. (2000). Emerging adulthood. A theory of development from the late teens through the twenties. American Psychologist, 55, 469–480.Google Scholar

Aubin-Horth, N., Landry, C. R., Letcher, B. H., & Hofmann, H. A. (2005). Alternative life histories shape brain gene expression profiles in males of the same population. Proceedings of the Royal Society B: Biological Sciences, 272, 1655–1662.Google Scholar

Barton, N. H., & Keightley, P. D. (2002). Understanding quantitative genetic variation. Nature Reviews Genetics, 3, 11.Google Scholar

Beekman, M., & Jordan, L. A. (2017). Does the field of animal personality provide any new insights for behavioral ecology? Behavioral Ecology, 28, 617–623.CrossRefGoogle Scholar

Bell, A. M. (2005). Behavioural differences between individuals and two populations of stickleback (Gasterosteus aculeatus). Journal of Evolutionary Biology, 18, 464–473.CrossRefGoogle ScholarPubMed

Bell, A. M. (2007). Future directions in behavioural syndromes research. Proceedings of the Royal Society B: Biological Sciences, 274, 755–761.Google Scholar

Bell, A. M., & Aubin-Horth, N. (2010). What whole genome expression data can tell us about the ecology and evolution of personality in animals. Philosophical Transactions of the Royal Society, 365, 4001–4012.Google Scholar

Bell, A. M., Bukhari, S. A., & Sanogo, Y. O. (2016). Natural variation in brain gene expression profiles of aggressive and nonaggressive individual sticklebacks. Behaviour, 153, 1723–1743.Google Scholar

Bell, A. M., & Dochtermann, N. A. (2015). Integrating molecular mechanisms into quantitative genetics to understand consistent individual differences in behavior. Current Opinion in Behavioral Sciences, 6, 111–114.Google Scholar

Bell, A. M., Hankison, S. J., & Laskowski, K. L. (2009). The repeatability of behaviour: A meta-analysis. Animal Behaviour, 77, 771–783.Google Scholar

Bengston, S., Dahan, R., Donaldson, Z., Phelps, S., van Oers, K., Sih, A., & Bell, A. M. (2018). Genomic tools for behavioral ecologists: Advancing the understanding of repeatable individual differences in behavior. Nature Ecology and Evolution, 2, 944–955.Google Scholar

Bengston, S. E., & Jandt, J. M. (2014). The development of collective personality: The ontogenetic drivers of behavioral variation across groups. Frontiers in Ecology and Evolution, 2.Google Scholar

Biro, P. A., & Adriaenssens, B. (2013). Predictability as a personality trait: Consistent differences in intraindividual behavioral variation. American Naturalist, 182, 621–629.Google Scholar

Biro, P. A., & Dingemanse, N. J. (2009). Sampling bias resulting from animal personality. Trends in Ecology & Evolution, 24, 66–67.Google Scholar

Biro, P. A., & Stamps, J. A. (2008). Are animal personality traits linked to life-history productivity? Trends in Ecology & Evolution, 23, 361–368.Google Scholar

Biro, P. A., & Stamps, J. A. (2010). Do consistent individual differences in metabolic rate promote consistent individual differences in behavior? Trends in Ecology & Evolution, 25, 653–659.Google Scholar

Bolhuis, J. E., Schouten, W. G., de Leeuw, J. A., Schrama, J. W., & Wiegant, V. M. (2004). Individual coping characteristics, rearing conditions and behavioural flexibility in pigs. Behavioral Brain Research, 152, 351–360.Google Scholar

Brown, C., & Braithwaite, V. A. (2004). Size matters: A test of boldness in eight populations of the poeciliid Brachyraphis episcopi. Animal Behaviour, 68, 1325–1329.Google Scholar

Canli, T., & Lesch, K. P. (2007). Long story short: The serotonin transporter in emotion regulation and social cognition. Nature Neuroscience, 10, 1103–1109.Google Scholar

Careau, V., Reale, D., Humphries, M. M., & Thomas, D. W. (2010). The pace of life under artificial selection: Personality, energy expenditure, and longevity are correlated in domestic dogs. American Naturalist, 175, 753–758.Google Scholar

Careau, V., Thomas, D., Humphries, M. M., & Reale, D. (2008). Energy metabolism and animal personality. Oikos, 117, 641–653.Google Scholar

Carere, C., Welink, D., Drent, P. J., Koolhaas, J. M., & Groothuis, T. G. G. (2001). Effect of social defeat in a territorial bird (Parus major) selected for different coping styles. Physiology & Behavior, 73, 427–433.Google Scholar

Caspi, A., Roberts, B. W., & Shiner, R. L. (2005). Personality development: Stability and change. Annual Review of Psychology, 56, 453–484.Google Scholar

Caspi, A., Sugden, K., Moffitt, T. E., Taylor, A., Craig, I. W., Harrington, H., … Poulton, R. (2003). Influence of life stress on depression: Moderation by a polymorphism in the 5-HTT gene. Science, 301, 386–389.Google Scholar

Church, A. T. (2001). Personality measurement in cross-cultural perspective. Journal of Personality, 69, 979–1006.Google Scholar

Clark, A. B., & Ehlinger, T. J. (1987). Pattern and adaptation in individual behavioral differences. In Bateson, P. P. G. & Klopfer, P. H. (Eds.), Perspectives in ethology (pp. 1–47). New York: Plenum Press.Google Scholar

Crews, D. (2013). Animal personalities: Behavior, physiology, and evolution. Integrative and Comparative Biology, 53, 873–875.Google Scholar

Dall, S. R. X., Houston, A. I., & McNamara, J. M. (2004). The behavioural ecology of personality: Consistent individual differences from an adaptive perspective. Ecology Letters, 7, 734–739.Google Scholar

Dall, S. R. X., McNamara, J. M., & Leimar, O. (2015). Genes as cues: Phenotypic integration of genetic and epigenetic information from a Darwinian perspective. Trends in Ecology & Evolution, 30, 327–333.Google Scholar

David, M., Cézilly, F., & Giraldeau, L.-A. (2011). Personality affects zebra finch feeding success in a producer–scrounger game. Animal Behaviour, 82, 61–67.Google Scholar

DeWitt, T. J., Sih, A., & Wilson, D. S. (1998). Costs and limits of phenotypic plasticity. Trends in Ecology & Evolution, 13, 77–81.Google Scholar

Dingemanse, N. J., Both, C., van Noordwijk, A. J., Rutten, A. L., & Drent, P. J. (2003). Natal dispersal and personalities in great tits (Parus major). Proceedings of the Royal Society of London– Series B: Biological Sciences, 270, 741–747.Google Scholar

Dingemanse, N. J., & Dochtermann, N. A. (2013). Quantifying individual variation in behaviour: Mixed-effect modelling approaches. Journal of Animal Ecology, 82, 39–54.Google Scholar

Dingemanse, N. J., Kazem, A. J. N., Reale, D., & Wright, J. (2009). Behavioural reaction norms: animal personality meets individual plasticity. Trends in Ecology & Evolution, 25, 81–89.Google Scholar

Dingemanse, N. J., & Reale, D. (2005). Natural selection and animal personality. Behaviour, 142, 1159–1184.CrossRefGoogle Scholar

Dingemanse, N. J., & Wolf, M. (2010). Recent models for adaptive personality differences: A review. Philosophical Transactions of the Royal Society B- Biological Sciences, 365, 3947–3958.Google Scholar

Dochtermann, N. A., & Roff, D. A. (2010). Applying a quantitative genetics framework to behavioural syndrome research. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 4013–4020.Google Scholar

Drent, P. J., van Oers, K., & van Noordwijk, A. J. (2003). Realized heritability of personalities in the great tit (Parus major). Proceedings of the Royal Society B: Biological Sciences, 270, 45–51.Google Scholar

Duckworth, R. A. (2010). Evolution of personality: Developmental constraints on behavioral flexibility. Auk, 127, 752–758.Google Scholar

Evans, L. J., & Raine, N. E. (2014). Changes in learning and foraging behaviour within developing bumble bee (Bombus terrestris) colonies. PLOS ONE, 9, e90556.Google Scholar

Falconer, D. S., & Mackay, T. F. C. (1996). Introduction to quantitative genetics (4th ed.). Essex, UK: Longman.Google Scholar

Frommen, J. G., Mehlis, M., & Bakker, T. C. M. (2009). Predator-inspection behaviour in female three-spined sticklebacks Gasterosteus aculeatus is associated with status of gravidity. Journal of Fish Biology, 75, 2143–2153.Google Scholar

Funder, D. C., & Colvin, C. R. (1991). Explorations in behavioral consistency: Properties of persons, situations, and behaviors. Journal of Personality and Social Psychology, 60, 773–794.Google Scholar

Gosling, S. D. (2001). From mice to men: What can we learn about personality from animal research? Psychological Bulletin, 127, 45–86.Google Scholar

Griffin, A. S., Guillette, L. M., & Healy, S. D. (2015). Cognition and personality: An analysis of an emerging field. Trends in Ecology and Evolution, 30, 207–214.Google Scholar

Guillette, L. M., Reddon, A. R., Hoeschele, M., & Sturdy, C. B. (2011). Sometimes slower is better: Slow-exploring birds are more sensitive to changes in a vocal discrimination task. Proceedings of the Royal Society B: Biological Sciences, 278, 767–773.Google Scholar

Hedrick, P. W. (2006). Genetic polymorphism in heterogeneous environments: The age of genomics. Annual Review of Ecology Evolution and Systematics, 37, 67–93.Google Scholar

Herborn, K. A., Heidinger, B. J., Alexander, L., & Arnold, K. E. (2014). Personality predicts behavioral flexibility in a fluctuating, natural environment. Behavioral Ecology, 25, 1374–1379.Google Scholar

Herborn, K. A., Macleod, R., Miles, W. T. S., Schofield, A. N. B., Alexander, L., & Arnold, K. E. (2010). Personality in captivity reflects personality in the wild. Animal Behaviour, 79, 835–843.Google Scholar

Hinde, R. A. (1956). Ethological models and the concept of “drive.” British Journal for the Philosophy of Science, 6, 321–331.Google Scholar

Houston, A. I., & McNamara, J. M. (1999). Models of adaptive behaviour. Cambridge, UK. Cambridge University Press.Google Scholar

Hui, A., & Pinter-Wollman, N. (2014). Individual variation in exploratory behaviour improves speed and accuracy of collective nest selection by Argentine ants. Animal Behaviour, 93, 261–266.Google Scholar

Johnson, J., & Sih, A. (2005). Pre-copulatory sexual cannibalism in fishing spiders (Dolomedes triton): A role for behavioral syndromes. Behavioral Ecology Sociobiology, 58, 390–396.Google Scholar

Johnson, J. C. (2001). Sexual cannibalism in fishing spiders (Dolomedes triton): An evaluation of two explanations for female aggression towards potential mates. Animal Behaviour, 61, 905–914.Google Scholar

Ketterson, E. D., & Nolan, V. (1999). Adaptation, exaptation, and constraint: A hormonal perspective. American Naturalist, 154, S4–S25.Google Scholar

Koolhaas, J. M., de Boer, S. F., Coppens, C. M., & Buwalda, B. (2010). Neuroendocrinology of coping styles: Towards understanding the biology of individual variation. Frontiers in Neuroendocrinology, 31, 307–321.Google Scholar

Koolhaas, J. M., Korte, S. M., De Boer, S. F., Van Der Vegt, B. J., Van Reenen, C. G., Hopster, H., … Blokhuis, H. J. (1999). Coping styles in animals: Current status in behavior and stress-physiology. Neuroscience & Biobehavioral Reviews, 23, 925–935.Google Scholar

Korsten, P., Mueller, J. C., Hermannstädter, C., Bouwman, K. M., Dingemanse, N. J., Drent, P. J., … Kempenaers, B. (2010). Association between DRD4 gene polymorphism and personality variation in great tits: a test across four wild populations. Molecular Ecology, 19, 832–843.Google Scholar

Kosten, T. A., Kim, J. J., & Lee, H. J. (2012). Early life manipulations alter learning and memory in rats. Neuroscience & Biobehavioral Reviews, 36, 1985–2006.Google Scholar

Kralj-Fišer, S., Schneider, J. M., & Kuntner, M. (2013). Challenging the aggressive spillover hypothesis: Is pre-copulatory sexual cannibalism a part of a behavioural syndrome? Ethology, 119, 615–623.Google Scholar

Laskowski, K. L., & Bell, A. M. (2013). Competition avoidance drives individual differences in response to a changing food resource in sticklebacks. Ecology Letters, 16, 746–753.Google Scholar

Laskowski, K. L., & Bell, A. M. (2014). Strong personalities, not social niches, drive individual differences in social behaviours in sticklebacks. Animal Behaviour, 90, 287–295.Google Scholar

Laskowski, K. L., Pearish, S., Bensky, M., & Bell, A. M. (2015). Predictors of individual variation in movement in a natural population of threespine stickleback (Gasterosteus aculeatus). Advances in Ecological Research, 52, 65–90.Google Scholar

Laskowski, K. L., & Pruitt, J. N. (2014). Evidence of social niche construction: persistent and repeated social interactions generate stronger personalities in a social spider. Proceedings of the Royal Society B: Biological Sciences, 281, 2013–3166.Google Scholar

Luttbeg, B., & Sih, A. (2010). Risk, resources and state- dependent adaptive behavioural syndromes. Royal Society Philosophical Transactions Biological Sciences, 365, 3977–3990.Google Scholar

Manuck, S. B., Flory, J. D., Ferrell, R. E., Mann, J. J., & Muldoon, M. F. (2000). A regulatory polymorphism of the monoamine oxidase-A gene may be associated with variability in aggression, impulsivity, and central nervous system serotonergic responsivity. Psychiatry Research, 95, 9–23.Google Scholar

Martin, J. G. A., Nussey, D. H., Wilson, A. J., & Reale, D. (2011). Measuring individual differences in reaction norms in field and experimental studies: A power analysis of random regression models. Methods in Ecology and Evolution, 2, 362–374.Google Scholar

McCrae, R. R., & John, O. P. (1992). An introduction to the Five-Factor Model and its applications. Journal of Personality, 60, 175–215.Google Scholar

Mischel, W. (1979). Interface of cognition and personality: Beyond the person-situation debate. American Psychologist, 34, 740–754.Google Scholar

Morand-Ferron, J., & Quinn, J. L. (2011). Larger groups of passerines are more efficient problem solvers in the wild. Proceedings of the National Academy of Sciences of the United States of America, 108, 15898–15903.Google Scholar

Munafo, M. R., Durrant, C., Lewis, G., & Flint, J. (2009). Gene X environment interactions at the serotonin transporter locus. Biolological Psychiatry, 65, 211–219.Google Scholar

Neff, B. D., & Sherman, P. W. (2004). Behavioral syndromes versus Darwinian algorithms. Trends in Ecology & Evolution, 19, 621–622.Google Scholar

Nussey, D. H., Wilson, A. J., & Brommer, J. E. (2007). The evolutionary ecology of individual phenotypic plasticity in wild populations. Journal of Evolutionary Biology, 20, 831–844.Google Scholar

Overli, O., Winberg, S., & Pottinger, T. G. (2005). Behavioral and neuroendocrine correlates of selection for stress responsiveness in rainbow trout: A review. Integrative and Comparative Biology, 45, 463–474.Google Scholar

Peterson, R. E., Cai, N., Bigdeli, T. B., Li, Y., Reimers, M., Nikulova, A., … Kendler, K. S. (2017). The genetic architecture of major depressive disorder in Han Chinese women. JAMA Psychiatry, 74, 162–168.Google Scholar

Pottinger, T. G., & Carrick, T. R. (1999). Modification of the plasma cortisol response to stress in rainbow trout by selective breeding. General and Comparative Endocrinology, 116, 122–132.Google Scholar

Reale, D., Dingemanse, N. J., Kazem, A. J. N., & Wright, J. (2010). Evolutionary and ecological approaches to the study of personality. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 3937–3946.Google Scholar

Reale, D., & Festa-Bianchet, M. (2003). Predator-induced natural selection on temperament in bighorn ewes. Animal Behaviour, 65, 463–470.Google Scholar

Reale, D., Garant, D., Humphries, M. M., Bergeron, P., Careau, V., & Montiglio, P. O. (2010). Personality and the emergence of the pace-of-life syndrome concept at the population level. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 4051–4063.Google Scholar

Reale, D., Reader, S. M., Sol, D., McDougall, P. T., & Dingemanse, N. J. (2007). Integrating animal temperament within ecology and evolution. Biological Reviews, 82, 291–318.Google Scholar

Roberts, B. W., Walton, K. E., & Viechtbauer, W. (2006). Patterns of mean-level change in personality traits across the life course: a meta-analysis of longitudinal studies. Psychological Bulletin, 132, 1–25.Google Scholar

Ruiz-Gomez Mde, L., Huntingford, F. A., Overli, O., Thornqvist, P. O., & Hoglund, E. (2011). Response to environmental change in rainbow trout selected for divergent stress coping styles. Physiology & Behavior, 102, 317–322.Google Scholar

Sih, A., Bell, A., & Johnson, J. C. (2004). Behavioral syndromes: An ecological and evolutionary overview. Trends in Ecology & Evolution, 19, 372–378.Google Scholar

Sih, A., & Bell, A. M. (2008). Insights for behavioral ecology from behavioral syndromes. In Advances in the Study of Behavior, 38, 227–281.Google Scholar

Sih, A., Bell, A. M., Johnson, J. C., & Ziemba, R. (2004). Behavioral syndromes: An integrative overview. Quarterly Review of Biology, 79, 241–277.Google Scholar

Sih, A., & Del Giudice, M. (2012). Linking behavioural syndromes and cognition: a behavioural ecology perspective. Philosophical Transactions of the Royal Society B-Biological Sciences, 367, 2762–2772.Google Scholar

Sih, A., Kats, L. B., & Maurer, E. F. (2003). Behavioral correlations across situations and the evolution of antipredator behaviour in a sunfish-salamander system. Animal Behavior, 65, 29–44.Google Scholar

Sih, A., Mathot, K. J., Moirón, M., Montiglio, P.-O., Wolf, M., & Dingemanse, N. J. (2015). Animal personality and state–behaviour feedbacks: A review and guide for empiricists. Trends in Ecology & Evolution, 30, 50–60.CrossRefGoogle ScholarPubMed

Sih, A., & Watters, J. V. (2005). The mix matters: Behavioural types and group dynamics in water striders. Behaviour, 142, 1417–1431.Google Scholar

Sinn, D. L., & Moltschaniwskyj, N. A. (2005). Personality traits in dumpling squid (Euprymna tasmanica): Context-specific traits and their correlation with biological characteristics. Journal of Comparative Psychology, 119, 99–110.Google Scholar

Smith, B. R., & Blumstein, D. T. (2008). Fitness consequences of personality: A meta-analysis. Behavioral Ecology, 19, 448–455.Google Scholar

Snell-Rood, E. C. (2013). An overview of the evolutionary causes and consequences of behavioural plasticity. Animal Behaviour, 85, 1004–1011.Google Scholar

Stamps, J., & Groothuis, T. G. G. (2010). The development of animal personality: Relevance, concepts and perspectives. Biological Reviews, 85, 301–325.Google Scholar

Stamps, J. A. (2007). Growth-mortality tradeoffs and “personality traits” in animals. Ecology Letters, 10, 355–363.Google Scholar

Stamps, J. A. (2016). Individual differences in behavioural plasticities. Biological Reviews, 91, 534–567.Google Scholar

Stamps, J. A., Briffa, M., & Biro, P. A. (2012). Unpredictable animals: Individual differences in intraindividual variability (IIV). Animal Behaviour, 83, 1325–1334.Google Scholar

Stamps, J. A., & Krishnan, V. V. (2014). Combining information from ancestors and personal experiences to predict individual differences in developmental trajectories. American Naturalist, 184, 647–657.Google Scholar

Stein, L. R., & Bell, A. M. (2015). Consistent individual differences in paternal behavior: A field study of three-spined stickleback. Behavioral Ecology and Sociobiology, 69, 227–236.Google Scholar

Stirling, D. G., Reale, D., & Roff, D. A. (2002). Selection, structure and the heritability of behaviour. Journal of Evolutionary Biology, 15, 277–289.Google Scholar

Thornton, A., & Lukas, D. (2012). Individual variation in cognitive performance: developmental and evolutionary perspectives. Philosophical Transactiosn of the Royal Society of London B Biological Sciences, 367, 2773–2783.Google Scholar

Trut, L. N. (1999). Early canid domestication: The farm-fox experiment. American Scientist, 87, 160–169.Google Scholar

Uher, J. (2008). Comparative personality research: Methodological approaches. European Journal of Personality, 22, 427–455.Google Scholar

van den Berg, S. M., de Moor, M. H., Verweij, K. J., Krueger, R. F., Luciano, M., Arias Vasquez, A., … Boomsma, D. I. (2016). Meta-analysis of genome-wide association studies for extraversion: Findings from the genetics of personality consortium. Behavior Genetics, 46, 170–182.Google Scholar

van Oers, K., de Jong, G., van Noordwijk, A. J., Kempenaers, B., & Drent, P. J. (2005). Contribution of genetics to the study of animal personalities: A review of case studies. Behaviour, 142, 1185–1206.Google Scholar

Veenema, A. H., Meijer, O. C., de Kloet, E. R., Koolhaas, J. M., & Bohus, B. G. (2003). Differences in basal and stress-induced HPA regulation of wild house mice selected for high and low aggression. Hormones and Behavior, 43, 197–204.Google Scholar

Verbeek, M. E. M., Drent, P. J., & Wiepkema, P. R. (1994). Consistent individual differences in early exploratory behaviour of male great tits. Animal Behavior, 48, 1113–1121.Google Scholar

von Merten, S., Zwolak, R., & Rychlik, L. (2017). Social personality: A more social shrew species exhibits stronger differences in personality types. Animal Behaviour, 127, 125–134.Google Scholar

Webster, M. M., & Ward, A. J. W. (2011). Personality and social context. Biological Reviews, 86, 759–773.Google Scholar

Westneat, D. F., Wright, J., & Dingemanse, N. J. (2015). The biology hidden inside residual within-individual phenotypic variation. Biological Reviews, 90, 729–743.Google Scholar

Wolf, M., van Doorn, G. S., Leimar, O., & Weissing, F. J. (2007). Life history tradeoffs favour the evolution of personality. Nature, 447, 581–585.Google Scholar

Wolf, M., van Doorn, G. S., & Weissing, F. J. (2008). Evolutionary emergence of responsive and unresponsive personalities. Proceedings of the National Academy of Sciences of the United States of America, 105, 15825–15830.Google Scholar

Wolf, M., Van Doorn, G. S., & Weissing, F. J. (2011). On the coevolution of social responsiveness and behavioural consistency. Proceedings of the Royal Society B: Biological Sciences, 278, 440–448.Google Scholar

Wolf, M., & Weissing, F. J. (2010). An explanatory framework for adaptive personality differences. Philosophical Transactions of the Royal Society B: Biological Sciences, 365, 3959–3968.Google Scholar

Amos, C. I., Wu, X., Broderick, P., Gorlov, I. P., Gu, J., Eisen, T., … Houlston, R. S. (2008). Genome-wide association scan of tag SNPs identifies a susceptibility locus for lung cancer at 15q25.1. Nature Genetics, 40, 616–622.Google Scholar

Bae, H. T., Sebastiani, P., Sun, J. X., Andersen, S. L., Daw, E. W., Terracciano, A., … Perls, T. T. (2013). Genome-wide association study of personality traits in the long life family study. Frontiers in Genetics, 4, 65.Google Scholar

Barban, N., Jansen, R., de Vlaming, R., Vaez, A., Mandemakers, J. J., Tropf, F. C., … Mills, M. C. (2016). Genome-wide analysis identifies 12 loci influencing human reproductive behavior. Nature Genetics, 48, 1462–1472.Google Scholar

Beam, C. R., & Turkheimer, E. (2017). Gene–environment correlation as a source of stability and diversity in development. In Tolan, P. H. & Leventhal, B. L. (Eds.), Gene-environment transactions in developmental psychopathology: The role in intervention research (pp. 111–130). Cham, Switzerland: Springer International Publishing.Google Scholar

Benjamin, J., Li, L., Patterson, C., Greenberg, B. D., Murphy, D. L., & Hamer, D. H. (1996). Population and familial association between the D4 dopamine receptor gene and measures of Novelty Seeking. Nature Genetics, 12, 81–84.Google Scholar

Boutwell, B., Hinds, D., Agee, M., Alipanahi, B., Auton, A., Bell, R. K., … Perry, J. R. B. (2017). Replication and characterization of CADM2 and MSRA genes on human behavior. Heliyon, 3, e00349.Google Scholar

Bulik-Sullivan, B., Finucane, H. K., Anttila, V., Gusev, A., Day, F. R., Loh, P.-R., … Neale, B. M. (2015). An atlas of genetic correlations across human diseases and traits. Nature Genetics, 47, 1236–1241.Google Scholar

Bundy, H., Stahl, D., & MacCabe, J. H. (2011). A systematic review and meta-analysis of the fertility of patients with schizophrenia and their unaffected relatives. Acta Psychiatrica Scandinavica, 123, 98–106.Google Scholar

Cesarini, D., & Visscher, P. M. (2017). Genetics and educational attainment. Npj Science of Learning, 2, 4.Google Scholar

Chao, M., Li, X., & McGue, M. (2017). The causal role of alcohol use in adolescent externalizing and internalizing problems: A Mendelian randomization study. Alcoholism: Clinical and Experimental Research, 41, 1953–1960.Google Scholar

Clarke, G. M., Anderson, C. A., Pettersson, F. H., Cardon, L. R., Morris, A. P., & Zondervan, K. T. (2011). Basic statistical analysis in genetic case-control studies. Nature Protocols, 6, 121–133.Google Scholar

Cloninger, C. R. (1994). Temperament and personality. Current Opinion in Neurobiology, 4, 266–273.Google Scholar

Colhoun, H. M., McKeigue, P. M., & Davey Smith, G. (2003). Problems of reporting genetic associations with complex outcomes. The Lancet, 361, 865–872.CrossRefGoogle ScholarPubMed

Cross-Disorder Group of the Psychiatric Genomics Consortium, Lee, S. H., Ripke, S., Neale, B. M., Faraone, S. V, Purcell, S. M., … Wray, N. R. (2013). Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs. Nature Genetics, 45, 984–994.Google Scholar

Davey Smith, G. (2011). Epidemiology, epigenetics and the “Gloomy Prospect”: Embracing randomness in population health research and practice. International Journal of Epidemiology, 40, 537–562.Google Scholar

Davey Smith, G., & Ebrahim, S. (2003). “Mendelian randomization”: Can genetic epidemiology contribute to understanding environmental determinants of disease? International Journal of Epidemiology, 32, 1–22.Google Scholar

Davey Smith, G., & Ebrahim, S. (2005). What can mendelian randomisation tell us about modifiable behavioural and environmental exposures? British Medical Journal, 330, 1076–1079.Google Scholar

Davey Smith, G., & Hemani, G. (2014). Mendelian randomization: Genetic anchors for causal inference in epidemiological studies. Human Molecular Genetics, 23, R89–R98.Google Scholar

Day, F. R., Helgason, H., Chasman, D. I., Rose, L. M., Loh, P.-R., Scott, R. A., … Perry, J. R. B. (2016). Physical and neurobehavioral determinants of reproductive onset and success. Nature Genetics, 48, 617–623.Google Scholar

de Moor, M. H. M., Costa, P. T., Terracciano, A., Krueger, R. F., de Geus, E. J. C., Toshiko, T., … Boomsma, D. I. (2012). Meta-analysis of genome-wide association studies for personality. Molecular Psychiatry, 17, 337–349.Google Scholar

Eaves, L. J., Heath, A. C., Neale, M. C., Hewitt, J. K., & Martin, N. G. (1998). Sex differences and non-additivity in the effects of genes on personality. Twin Research: The Official Journal of the International Society for Twin Studies, 1, 131–137.Google Scholar

Eysenck, H. J. (1991). Dimensions of personality: 16, 5 or 3? Criteria for a taxonomic paradigm. Personality and Individual Differences, 12, 773–790.Google Scholar

Fanous, A., Gardner, C. O., Prescott, C. A., Cancro, R., & Kendler, K. S. (2002). Neuroticism, major depression and gender: A population-based twin study. Psychological Medicine, 32, 719–728.Google Scholar

Finkel, D., & McGue, M. (1997). Sex differences and nonadditivity in heritability of the Multidimensional Personality Questionnaire Scales. Journal of Personality and Social Psychology, 72, 929–938.Google Scholar

Fowler, C. D., Lu, Q., Johnson, P. M., Marks, M. J., & Kenny, P. J. (2011). Habenular α5 nicotinic receptor subunit signalling controls nicotine intake. Nature, 471, 597–601.Google Scholar

Gage, S. H., Davey Smith, G., Ware, J. J., Flint, J., Munafò, M. R., & Koifman, R. (2016). G = E: What GWAS can tell us about the environment. PLOS Genetics, 12, e1005765.Google Scholar

Gale, C. R., Hagenaars, S. P., Davies, G., Hill, W. D., Liewald, D. C. M., Cullen, B., … Harris, S. E. (2016). Pleiotropy between neuroticism and physical and mental health: Findings from 108, 038 men and women in UK Biobank. Translational Psychiatry, 6, e791.Google Scholar

Genetics of Personality Consortium, de Moor, M. H. M., van den Berg, S. M., Verweij, K. J. H., Krueger, R. F., Luciano, M., … Boomsma, D. I. (2015). Meta-analysis of genome-wide association studies for neuroticism, and the polygenic association with major depressive disorder. JAMA Psychiatry, 72, 642–650.Google Scholar

Hakulinen, C., Hintsanen, M., Munafò, M. R., Virtanen, M., Kivimäki, M., Batty, G. D., & Jokela, M. (2015). Personality and smoking: Individual-participant meta-analysis of nine cohort studies. Addiction, 110, 1844–1852.Google Scholar

Hill, W. D., Arslan, R. C., Xia, C., Luciano, M., Amador, C., Navarro, P., … Penke, L. (2018). Genomic analysis of family data reveals additional genetic effects on intelligence and personality. Molecular Psychiatry, 23, 2347–2362.CrossRefGoogle ScholarPubMed

Hopwood, C. J., Wright, A. G. C., & Donnellan, M. B. (2011). Evaluating the evidence for the general factor of personality across multiple inventories. Journal of Research in Personality, 45, 468–478.Google Scholar

Howard, D. M., Adams, M. J., Clarke, T.-K., Hafferty, J. D., Gibson, J., Shirali, M., … McIntosh, A. M. (2018). Genome-wide meta-analysis of depression in 807,553 individuals identifies 102 independent variants with replication in a further 1,507,153 individuals. bioRxiv, 433367.Google Scholar

Hyde, C. L., Nagle, M. W., Tian, C., Chen, X., Paciga, S. A., Wendland, J. R., … Winslow, A. R. (2016). Identification of 15 genetic loci associated with risk of major depression in individuals of European descent. Nature Genetics, 48, 1031–1036.Google Scholar

Johnson, E. C., Border, R., Melroy-Greif, W. E., de Leeuw, C. A., Ehringer, M. A., & Keller, M. C. (2017). No evidence that schizophrenia candidate genes are more associated with schizophrenia than noncandidate genes. Biological Psychiatry, 15, 702–708.Google Scholar

Jostins, L., Ripke, S., Weersma, R. K., Duerr, R. H., McGovern, D. P., Hui, K. Y., … Cho, J. H. (2012). Host–microbe interactions have shaped the genetic architecture of inflammatory bowel disease. Nature, 491, 119–124.Google Scholar

Karlsson Linnér, R., Biroli, P., Kong, E., Meddens, S. F. W., Wedow, R., Fontana, M. A., … Beauchamp, J. P. (2019). Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences. Nature Genetics, 51, 245–257.Google Scholar

Keskitalo, K., Broms, U., Heliövaara, M., Ripatti, S., Surakka, I., Perola, M., … Kaprio, J. (2009). Association of serum cotinine level with a cluster of three nicotinic acetylcholine receptor genes (CHRNA3/CHRNA5/CHRNB4) on chromosome 15. Human Molecular Genetics, 18, 4007–4012.Google Scholar

Kim, B.-H., Kim, H.-N., Roh, S.-J., Lee, M. K., Yang, S., Lee, S. K., … Kim, H.-L. (2015). GWA meta-analysis of personality in Korean cohorts. Journal of Human Genetics, 60, 455–460.Google Scholar

Kim, H.-N., Roh, S.-J., Sung, Y. A., Chung, H. W., Lee, J.-Y., Cho, J., … Kim, H.-L. (2013). Genome-wide association study of the Five-Factor Model of personality in young Korean women. Journal of Human Genetics, 58, 667–674.Google Scholar

Lahey, B. B. (2009). Public health significance of neuroticism. American Psychologist, 64, 241–256.Google Scholar

Le Marchand, L., Derby, K. S., Murphy, S. E., Hecht, S. S., Hatsukami, D., Carmella, S. G., … Wang, H. (2008). Smokers with the CHRNA lung cancer-associated variants are exposed to higher levels of nicotine equivalents and a carcinogenic tobacco-specific nitrosamine. Cancer Research, 68, 9137–9140.Google Scholar

Lee, J. C., Biasci, D., Roberts, R., Gearry, R. B., Mansfield, J. C., Ahmad, T., … Smith, K. G. C. (2017). Genome-wide association study identifies distinct genetic contributions to prognosis and susceptibility in Crohn’s disease. Nature Genetics, 49, 262–268.Google Scholar

Lesch, K. P., Bengel, D., Heils, A., Sabol, S. Z., Greenberg, B. D., Petri, S., … Murphy, D. L. (1996). Association of anxiety-related traits with a polymorphism in the serotonin transporter gene regulatory region. Science (New York), 274, 1527–1531.Google Scholar

Ligthart, L., & Boomsma, D. I. (2012). Causes of comorbidity: Pleiotropy or causality? Shared genetic and environmental influences on migraine and neuroticism. Twin Research and Human Genetics, 15, 158–165.Google Scholar

Liu, J. Z., van Sommeren, S., Huang, H., Ng, S. C., Alberts, R., Takahashi, A., … Weersma, R. K. (2015). Association analyses identify 38 susceptibility loci for inflammatory bowel disease and highlight shared genetic risk across populations. Nature Genetics, 47, 979–986.Google Scholar

Lo, M.-T., Hinds, D. A., Tung, J. Y., Franz, C., Fan, C.-C., Wang, Y., … Chen, C.-H. (2017). Genome-wide analyses for personality traits identify six genomic loci and show correlations with psychiatric disorders. Nature Genetics, 49, 152–156.Google Scholar

Lohoff, F. W. (2010). Overview of the genetics of major depressive disorder. Current Psychiatry Reports, 12, 539–546.Google Scholar

Luciano, M., Hagenaars, S. P., Davies, G., Hill, W. D., Clarke, T.-K., Shirali, M., … Deary, I. J. (2018). Association analysis in over 329,000 individuals identifies 116 independent variants influencing neuroticism. Nature Genetics, 50, 6–11.Google Scholar

Luciano, M., Huffman, J. E., Arias-Vasquez, A., Vinkhuyzen, A. A. E., Middeldorp, C. M., Giegling, I., … Deary, I. J. (2012). Genome-wide association uncovers shared genetic effects among personality traits and mood states. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics: The Official Publication of the International Society of Psychiatric Genetics, 159B, 684–695.Google Scholar

Malhotra, A. K., Virkkunen, M., Rooney, W., Eggert, M., Linnoila, M., & Goldman, D. (1996). The association between the dopamine D4 receptor (D4DR) 16 amino acid repeat polymorphism and novelty seeking. Molecular Psychiatry, 1, 388–391.Google Scholar

Malouff, J. M., Thorsteinsson, E. B., Rooke, S. E., & Schutte, N. S. (2007). Alcohol involvement and the Five-Factor Model of personality: A meta-analysis. Journal of Drug Education, 37, 277–294.Google Scholar

Marouli, E., Graff, M., Medina-Gomez, C., Lo, K. S., Wood, A. R., Kjaer, T. R., … Lettre, G. (2017). Rare and low-frequency coding variants alter human adult height. Nature, 542, 186–190.Google Scholar

Matthews, L. J., & Turkheimer, E. (2017). Flynn, the Age-Table Method, and a metatheory of intelligence. Studies in History and Philosophy of Biological and Biomedical Sciences, 65, 35–40.Google Scholar

McCrae, R. R., & Costa, P. T. (1985). Comparison of EPI and psychoticism scales with measures of the Five-FactorModel of personality. Personality and Individual Differences, 6, 587–597.Google Scholar

Middeldorp, C. M., de Moor, M. H. M., McGrath, L. M., Gordon, S. D., Blackwood, D. H., Costa, P. T., … Boomsma, D. I. (2011). The genetic association between personality and major depression or bipolar disorder: A polygenic score analysis using genome-wide association data. Translational Psychiatry, 1, e50.Google Scholar

Munafò, M. R. (2009). Behavioural genetics: From variance to DNA. In P. J. Corr & Mathews, G. (Eds.), The Cambridge handbook of personality psychology (pp. 287–304). Cambridge, UK: Cambridge University Press.Google Scholar

Munafò, M. R., & Flint, J. (2014). Common or rare variants for complex traits? Biological Psychiatry, 75, 752–753.Google Scholar

Munafò, M. R., Timofeeva, M. N., Morris, R. W., Prieto-Merino, D., Sattar, N., Brennan, P., … Davey Smith, G. (2012). Association between genetic variants on chromosome 15q25 locus and objective measures of tobacco exposure. JNCI: Journal of the National Cancer Institute, 104, 740–748.Google Scholar

Nagel, M., Jansen, P. R., Stringer, S., Watanabe, K., de Leeuw, C. A., Bryois, J., … Posthuma, D. (2018). Meta-analysis of genome-wide association studies for neuroticism in 449,484 individuals identifies novel genetic loci and pathways. Nature Genetics, 50, 920–927.Google Scholar

Nettle, D., & Clegg, H. (2006). Schizotypy, creativity and mating success in humans. Proceedings. Biological Sciences, 273, 611–615.Google Scholar

Okbay, A., Baselmans, B. M. L., De Neve, J.-E., Turley, P., Nivard, M. G., Fontana, M. A., … Cesarini, D. (2016). Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses. Nature Genetics, 48, 624–633.Google Scholar

Okbay, A., Beauchamp, J. P., Fontana, M. A., Lee, J. J., Pers, T. H., Rietveld, C. A., … Benjamin, D. J. (2016). Genome-wide association study identifies 74 loci associated with educational attainment. Nature, 533, 539–542.Google Scholar

Ormel, J., Jeronimus, B. F., Kotov, R., Riese, H., Bos, E. H., Hankin, B., … Oldehinkel, A. J. (2013). Neuroticism and common mental disorders: Meaning and utility of a complex relationship. Clinical Psychology Review, 33, 686–697.Google Scholar

Palla, L., & Dudbridge, F. (2015). A fast method that uses polygenic scores to estimate the variance explained by genome-wide marker panels and the proportion of variants sffecting a trait. The American Journal of Human Genetics, 97, 250–259.Google Scholar

Pasman, J. A., Verweij, K. J. H., Gerring, Z., Stringer, S., Sanchez-Roige, S., Treur, J. L., … Vink, J. M. (2018). GWAS of lifetime cannabis use reveals new risk loci, genetic overlap with psychiatric traits, and a causal influence of schizophrenia. Nature Neuroscience, 21, 1161–1170.Google Scholar

Pillai, S. G., Ge, D., Zhu, G., Kong, X., Shianna, K. V., Need, A. C., … ICGN Investigators. (2009). A genome-wide association study in chronic obstructive pulmonary disease (COPD): Identification of two major susceptibility loci. PLoS Genetics, 5, e1000421.Google Scholar

Polderman, T. J. C., Benyamin, B., de Leeuw, C. A., Sullivan, P. F., van Bochoven, A., Visscher, P. M., & Posthuma, D. (2015). Meta-analysis of the heritability of human traits based on fifty years of twin studies. Nature Genetics, 47, 702–709.Google Scholar

Power, R. A., & Pluess, M. (2015). Heritability estimates of the Big Five personality traits based on common genetic variants. Translational Psychiatry, 5, e604.Google Scholar

Price, A. L., Patterson, N. J., Plenge, R. M., Weinblatt, M. E., Shadick, N. A., & Reich, D. (2006). Principal components analysis corrects for stratification in genome-wide association studies. Nature Genetics, 38, 904–909.Google Scholar

Purves, K. L., Coleman, J. R. I., Meier, S. M. et al. A major role for common genetic variation in anxiety disorders. Molecular Psychiatry (2019). https://doi.org/10.1038/s41380-019-0559-1.Google Scholar

Rettew, D. C., Vink, J. M., Willemsen, G., Doyle, A., Hudziak, J. J., & Boomsma, D. I. (2006). The genetic architecture of neuroticism in 3301 Dutch adolescent twins as a function of age and sex: A study from the Dutch twin register. Twin Research and Human Genetics: The Official Journal of the International Society for Twin Studies, 9, 24–29.Google Scholar

Rijsdijk, F. V., & Sham, P. C. (2002). Analytic approaches to twin data using structural equation models. Briefings in Bioinformatics, 3, 119–133.Google Scholar

Rushton, J. P., Bons, T. A., Ando, J., Hur, Y.-M., Irwing, P., Vernon, P. A., … Barbaranelli, C. (2009). A general factor of personality from multitrait–multimethod data and cross–national twins. Twin Research and Human Genetics, 12, 356–365.Google Scholar

Saccone, S. F., Hinrichs, A. L., Saccone, N. L., Chase, G. A., Konvicka, K., Madden, P. A. F., … Bierut, L. J. (2006). Cholinergic nicotinic receptor genes implicated in a nicotine dependence association study targeting 348 candidate genes with 3713 SNPs. Human Molecular Genetics, 16, 36–49.Google Scholar

Sanchez-Roige, S., Fontanillas, P., Elson, S. L., Gray, J. C., Wit, H., MacKillop, J., & Palmer, A. A. (2019). Genome-wide association studies of impulsive personality traits (BIS-11 and UPPSP) and drug experimentation in up to 22,861 adult research participants identify loci in the CACNA1l and CADM2 genes. Journal of Neuroscience, 39, 2562–2572.Google Scholar

Sanchez-Roige, S., Palmer, A. A., Fontanillas, P., Elson, S. L., Adams, M. J., Howard, D. M., … Clarke, T.-K. (2018). Genome-wide association study meta-analysis of the alcohol use disorders identification test (AUDIT) in two population-based cohorts. American Journal of Psychiatry, 176, 107–118.Google Scholar

Schizophrenia Working Group of the Psychiatric Genomics Consortium. (2014). Biological insights from 108 schizophrenia-associated genetic loci. Nature, 511, 421–427.Google Scholar

Service, S. K., Verweij, K. J. H., Lahti, J., Congdon, E., Ekelund, J., Hintsanen, M., … Freimer, N. B. (2012). A genome-wide meta-analysis of association studies of Cloninger’s Temperament Scales. Translational Psychiatry, 2, e116.Google Scholar

Smith, D. J., Escott-Price, V., Davies, G., Bailey, M. E. S., Colodro-Conde, L., Ward, J., … O’Donovan, M. C. (2016). Genome-wide analysis of over 106 000 individuals identifies 9 neuroticism-associated loci. Molecular Psychiatry, 21, 749–757.Google Scholar

Speed, D., Cai, N., Johnson, M. R., Nejentsev, S., Balding, D. J., & Balding, D. J. (2017). Reevaluation of SNP heritability in complex human traits. Nature Genetics, 49, 986–992.Google Scholar

Speed, D., Hemani, G., Johnson, M. R., & Balding, D. J. (2012). Improved heritability estimation from genome-wide SNPs. American Journal of Human Genetics, 91, 1011–1021.Google Scholar

Sullivan, P. F., Agrawal, A., Bulik, C. M., Andreassen, O. A., Børglum, A. D., Breen, G., … Consortium, for the P. G. (2017). Psychiatric genomics: An update and an agenda. American Journal of Psychiatry, 175, 15–27.Google Scholar

Taylor, A. E., Fluharty, M. E., Bjørngaard, J. H., Gabrielsen, M. E., Skorpen, F., Marioni, R. E., … Munafò, M. R. (2014). Investigating the possible causal association of smoking with depression and anxiety using Mendelian randomisation meta-analysis: The CARTA consortium. BMJ Open, 4, e006141.Google Scholar

Terracciano, A., Esko, T., Sutin, A. R., de Moor, M. H. M., Meirelles, O., Zhu, G., … Uda, M. (2011). Meta-analysis of genome-wide association studies identifies common variants in CTNNA2 associated with excitement-seeking. Translational Psychiatry, 1, e49.Google Scholar

Terracciano, A., Sanna, S., Uda, M., Deiana, B., Usala, G., Busonero, F., … Costa, P. T. J. (2010). Genome-wide association scan for five major dimensions of personality. Molecular Psychiatry, 15, 647–656.Google Scholar

Thorgeirsson, T. E., Geller, F., Sulem, P., Rafnar, T., Wiste, A., Magnusson, K. P., … Stefansson, K. (2008). A variant associated with nicotine dependence, lung cancer and peripheral arterial disease. Nature, 452, 638–642.Google Scholar

Tillmann, T., Vaucher, J., Okbay, A., Pikhart, H., Peasey, A., Kubinova, R., … Holmes, M. V. (2017). Education and coronary heart disease: A Mendelian randomization study. BMJ, 358, j3542.Google Scholar

Tropf, F. C., Lee, S. H., Verweij, R. M., Stulp, G., van der Most, P. J., de Vlaming, R., … Mills, M. C. (2017). Hidden heritability due to heterogeneity across seven populations. Nature Human Behaviour, 1, 757–765.Google Scholar

Tupes, E. C., & Christal, R. E. (1992). Recurrent personality factors based on trait ratings. Journal of Personality, 60, 225–251.Google Scholar

van den Berg, S. M., de Moor, M. H. M., Verweij, K. J. H., Krueger, R. F., Luciano, M., Arias Vasquez, A., … Boomsma, D. I. (2016). Meta-analysis of genome-wide association studies for extraversion: Findings from the genetics of personality Consortium. Behavior Genetics, 46, 170–182.Google Scholar

Verweij, K. J. H., Yang, J., Lahti, J., Veijola, J., Hintsanen, M., Pulkki-Raback, L., … Zietsch, B. P. (2012). Maintenance of genetic variation in human personality: Testing evolutionary models by estimating heritability due to common causal variants and investigating the effect of distant inbreeding. Evolution; International Journal of Organic Evolution, 66, 3238–3251.Google Scholar

Verweij, K. J. H., Zietsch, B. P., Medland, S. E., Gordon, S. D., Benyamin, B., Nyholt, D. R., … Wray, N. R. (2010). A genome-wide association study of Cloninger’s temperament scales: Implications for the evolutionary genetics of personality. Biological Psychology, 85, 306–317.Google Scholar

Veselka, L., Schermer, J. A., Petrides, K. V., & Vernon, P. A. (2009). Evidence for a heritable general factor of personality in two studies. Twin Research and Human Genetics: The Official Journal of the International Society for Twin Studies, 12, 254–260.Google Scholar

Vinkhuyzen, A. A. E., Pedersen, N. L., Yang, J., Lee, S. H., Magnusson, P. K. E., Iacono, W. G., … Wray, N. R. (2012). Common SNPs explain some of the variation in the personality dimensions of neuroticism and extraversion. Translational Psychiatry, 2, e102.Google Scholar

Vukasović, T., & Bratko, D. (2015). Heritability of personality: A meta-analysis of behavior genetic studies. Psychological Bulletin, 141, 769–785.Google Scholar

Wood, A. R., Esko, T., Yang, J., Vedantam, S., Pers, T. H., Gustafsson, S., … Frayling, T. M. (2014). Defining the role of common variation in the genomic and biological architecture of adult human height. Nature Genetics, 46, 1173–1186.Google Scholar

Wray, N. R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E. M., Abdellaoui, A., … Sullivan, P. F. (2018). Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression. Nature Genetics, 50, 668–681.Google Scholar

Wray, N. R., & Visscher, P. M. (2008). Estimating trait heritability. Nature Education, 1, 29.Google Scholar

Yang, J., Lee, S. H., Goddard, M. E., & Visscher, P. M. (2011). GCTA: A tool for genome-wide complex trait analysis. American Journal of Human Genetics, 88, 76–82.Google Scholar

Yang, J., Lee, S. H., Goddard, M. E., & Visscher, P. M. (2013). Genome-wide complex trait analysis (GCTA): Methods, data analyses, and interpretations. Methods in Molecular Biology, 1019, 215–236.Google Scholar

Yang, J., Zeng, J., Goddard, M. E., Wray, N. R., & Visscher, P. M. (2017). Concepts, estimation and interpretation of SNP-based heritability. Nature Genetics, 49, 1304–1310.Google Scholar

Zuckerman, M. (1992). What is a basic factor and which factors are basic? Turtles all the way down. Personality and Individual Differences, 13, 675–681.Google Scholar

Aluja, A., & Blanch, A. (2011). Neuropsychological behavioral inhibition system (BIS) and behavioral approach system (BAS) assessment: A shortened sensitivity to punishment and sensitivity to reward questionnaire version (SPSRQ-20). Journal of Personality Assessment, 93, 628–636.Google Scholar

Aluja, A., García, L. F., García, Ó., & Blanco, E. (2016). Testosterone and disinhibited personality in healthy males. Physiology and Behavior, 164, 227–232.Google Scholar

Aluja, A., Kuhlman, M., & Zuckerman, M. (2010). Development of the Zuckerman-Kuhlman-Aluja Personality Questionnaire (ZKA-PQ): A factor/facet version of the Zuckerman-Kuhlman Personality Questionnaire (ZKPQ). Journal of Personality Assessment, 92, 416–431.Google Scholar

Benjamin, J., Li, L., Patterson, C., Greenberg, B. D., Murphy, D. L., & Hamer, D. H. (1996). Population and familial association between the D4 dopamine receptor gene and measures of Novelty Seeking. Nature Genetics, 12, 81–84.Google Scholar

Bentham, J. (1781). An introduction to the principles of morals and legislation. London: Payne and sons.Google Scholar

Berridge, K. C., & Robinson, T. E. (2003). Parsing reward. Trends in Neurosciences, 26, 507–513.Google Scholar

Bijttebier, P., Beck, I., Claes, L., & Vandereycken, W. (2009). Gray’s Reinforcement Sensitivity Theory as a framework for research on personality–psychopathology associations. Clinical Psychology Review, 29, 421–430.Google Scholar

Bizot, J. C., Le Bihan, C., Puech, A. J., Hamon, M., & Thiébot, M. H. (1999). Serotonin and tolerance to delay of reward in rats. Psychopharmacology, 146, 400–412.Google Scholar

Blum, K., Cull, J. G., Braverman, E. R., & Comings, D. E. (1996). Reward deficiency syndrome. American Scientist, 84, 132–145.Google Scholar

Carré, J. M., & Olmstead, N. A. (2015). Social neuroendocrinology of human aggression: Examining the role of competition-induced testosterone dynamics. Neuroscience, 286, 171–186.Google Scholar

Carré, J. M., Geniole, S. N., Ortiz, T. L., Bird, B. M., Videto, A., & Bonin, P. L. (2017). Exogenous testosterone rapidly increases aggressive behavior in dominant and impulsive men. Biological Psychiatry, 82, 249–256.Google Scholar

Carver, C. S. (2005). Impulse and constraint: Perspectives from personality psychology, convergence with theory in other areas, and potential for integration. Personality and Social Psychology Review, 9, 312–333.Google Scholar