Skip to main content
Log in

Personality Traits in Sardinia: Testing Founder Population Effects on Trait Means and Variances

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

Abstract

Potential founder population effects on personality trait means and variances were examined in a large, genetically homogeneous sample (N = 5,669) from the Ogliastra, an isolated region within Sardinia, Italy. The Italian version of the Revised NEO Personality Inventory showed good psychometric properties: Internal consistency reliabilities ranged from 0.80 to 0.87; the factor structure replicated the American normative structure; and associations with education and gender replicated cross-cultural patterns. The hypothesis that mean trait levels in the Sardinian founder population would differ from mainland Italian values was not supported. Phenotypic variation in this founder population was within the range found in other cultures. However, the hypothesis of restricted phenotypic variation was supported for all five factors and 28 of the 30 facets when a Sardinian subsample matched on age, sex, and education was compared to a mainland Italian sample. The genetic homogeneity effect on the phenotypic expression of complex traits merits further exploration.

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

References

  • Allik J, McCrae RR (2002) A Five-Factor Theory perspective. In: McCrae RR, Allik J (eds) The Five-Factor Model of personality across cultures. Kluwer Academic/Plenum Publishers, New York, pp 303–322

    Google Scholar 

  • Barbujani G, Goldstein DB (2004) Africans and Asians abroad: genetic diversity in Europe. Annu Rev Genom Hum Genet 5:119–150

    Article  CAS  Google Scholar 

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

    Article  PubMed  Google Scholar 

  • Cao A, Rosatelli MC, Leoni GB, Tuveri T, Scalas MT, Monni G, Olla G, Galanello R (1990) Antenatal diagnosis of beta-thalassemia in Sardinia. Annal NY Acad Sci 612:215–225

    Article  CAS  Google Scholar 

  • Carter JA, Herbst JH, Stoller KB, King VL, Kidorf MS, Costa PT Jr, Brooner RK (2001) Short-term stability of NEO-PI-R personality trait scores in opioid-dependent outpatients. Psychol Addict Behav 15:255–260

    Article  PubMed  CAS  Google Scholar 

  • Cavalli-Sforza LL, Menozzi P, Piazza A (1994) The history and geography of human genes. Princeton University Press, Princeton, NJ

    Google Scholar 

  • Costa PT Jr, McCrae RR (1992) Revised NEO personality inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI) professional manual. Psychological Assessment Resources, Odessa, FL

    Google Scholar 

  • Costa PT Jr, Terracciano A, McCrae RR (2001) Gender differences in personality traits across cultures: robust and surprising findings. J Pers Soc Psychol 81:322–331

    Article  PubMed  Google Scholar 

  • Cota AA, Longman R, Stewart R, Holden RR, Fekken GC (1993) Comparing different methods for implementing parallel analysis: a practical index of accuracy. Educ Psychol Meas 53:865–876

    Article  Google Scholar 

  • Eaves LJ, Martin NG, Heath AC, Hewitt JK, Neale MC (1990) Personality and reproductive fitness. Behav Genet 20(5):563–568

    Article  PubMed  CAS  Google Scholar 

  • Everett JE (1983) Factor comparability as a means of determining the number of factors and their rotation. Multivar Behav Res 18:197–218

    Article  Google Scholar 

  • Fraumene C, Petretto E, Angius A, Pirastu M (2003) Striking differentiation of sub-populations within a genetically homogeneous isolate (Ogliastra) in Sardinia as revealed by mtDNA analysis. Hum Genet 114:1–10

    Article  PubMed  CAS  Google Scholar 

  • Haven S, ten Berge JMF (1977) Tucker’s coefficient of congruence as a measure of factorial invariance: an empirical study (Heymans Bulletin No. 290 EX). University of Groningen

  • Jang KL, McCrae RR, Angleitner A, Riemann R, Livesley WJ (1998) Heritability of facet-level traits in a cross-cultural twin sample: support for a hierarchical model of personality. J Pers Soc Psychol 74:1556–1565

    Article  PubMed  CAS  Google Scholar 

  • Keller MC, Coventry WL, 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(6):707–721

    Article  PubMed  Google Scholar 

  • Lewontin RC (1972). The apportionment of human diversity. Evol Biol 6:381–398

    Google Scholar 

  • McCrae RR (2002) NEO-PI-R data from 36 cultures: further intercultural comparisons. In: McCrae RR, Allik J (eds) The Five-Factor Model of personality across cultures. Kluwer Academic, New York, pp 105–125

    Google Scholar 

  • McCrae RR, John OP (1992) An introduction to the Five-Factor Model and its applications. J Pers 60:175–215

    Article  PubMed  CAS  Google Scholar 

  • McCrae RR, Costa PT Jr, de Lima MP, Simões A, Ostendorf F, Angleitner A, Maru I, Bratko D, Caprara GV, Barbaranelli C, Chae JH, Piedmont RL (1999) Age differences in personality across the adult life span: parallels in five cultures. Develop Psychol 35:466–477

    Article  CAS  Google Scholar 

  • McCrae RR, Costa PT Jr, Martin TA (2005) The NEO-PI-3: A more readable revised NEO personality inventory. J Pers Assess 84:261–270

    Article  PubMed  Google Scholar 

  • McCrae RR, Terracciano A, 78 Members of the Personality Profiles of Cultures Project (2005a) Universal features of personality traits from the observer’s perspective: data from 50 cultures. J Pers Soc Psychol 88:547–561

    Google Scholar 

  • McCrae RR, Terracciano A, 79 Member of the Personality Profiles of Cultures Project (2005b) Personality profiles of cultures: aggregate personality traits. J Pers Soc Psychol 89:407–425

    Google Scholar 

  • McCrae RR, Zonderman AB, Costa PT Jr, Bond MH, Paunonen SV (1996) Evaluating replicability of factors in the revised NEO personality inventory: confirmatory factor analysis versus Procrustes rotation. J Pers Soc Psychol 70:552–566

    Article  Google Scholar 

  • Miller JD, Pilkonis PA, Morse JQ (2004) Five-Factor Model prototypes for personality disorders: the utility of self-reports and observer ratings. Assessment 11:127–138

    Article  PubMed  Google Scholar 

  • Nei M, Roychoud AK (1972) Gene differences between Caucasian, Negro, and Japanese populations. Science 177:434–436

    Article  PubMed  CAS  Google Scholar 

  • Piedmont RL, McCrae RR, Riemann R, Angleitner A (2000) On the invalidity of validity scales in volunteer samples: evidence from self-reports and observer ratings in volunteer samples. J Pers Soc Psychol 78:582–593

    Article  PubMed  CAS  Google Scholar 

  • Pilia G, Chen WM, Scuteri A, Orrú M, Albai G, Dei M, Lai S, Usala L, Lai M, Loi P, Mameli C, Vacca L, Deiana M, Masala M, Cao A, Najjar SS, Terracciano A, Nedorezov T, Sharov A, Zonderman AB, Abecasis G, Costa PT, Lakatta E, Schlessinger D (2006) The SardiNIA project: heritabilities of cardiovascular and personality traits in a cohort of 6,148 Sardinians. PLoS Genetics, Vol., 2006, e DOI:10137/journal.pgen.0020132.eor

  • Pinneau SR, Newhouse A (1964) Measures of invariance and comparability in factor analysis for fixed variables. Psychometrika 29:271–281

    Article  Google Scholar 

  • SPSS 13.0 for Windows (2004) Chicago: SPSS Inc

  • Terracciano A (2003) The Italian version of the NEO PI-R: conceptual and empirical support for the use of targeted rotation. Pers Indiv Differ 35:1859–1872

    Article  Google Scholar 

  • Terracciano A, Abdel-Khalek AM, Adam N, Adamovova L, Ahn CK, Ahn HN et al (2005a) National character does not reflect mean personality trait levels in 49 cultures. Science 310:96–100

    Article  CAS  Google Scholar 

  • Terracciano A, McCrae RR, Brant LJ, Costa PT Jr (2005b) Hierarchical linear modeling analyses of NEO-PI-R scales in the Baltimore longitudinal study of aging. Psychol Aging 20:493–506

    Article  Google Scholar 

  • Tishkoff SA, Verrelli BC (2003). Patterns of human genetic diversity: implications for human evolutionary history and disease. Annu Rev Genom Hum Genet 4:293–340

    Article  CAS  Google Scholar 

  • Vigilant L, Stoneking M, Harpending H, Hawkes K, Wilson AC (1991) African populations and the evolution of human mitochondrial-DNA. Science 253:1503–1507

    Article  PubMed  CAS  Google Scholar 

  • Watkins WS, Rogers AR, Ostler CT, Wooding S, Bamshad MJ, Brassington AME, Carroll ML, Nguyen SV, Walker JA, Prasad BVR, Reddy PG, Das PK, Batzer MA, Jorde LB (2003) Genetic variation among world populations: inferences from 100 Alu insertion polymorphisms. Genome Res 13:1607–1618

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

Paul T. Costa Jr., and Robert R. McCrae receive royalties from the Revised NEO Personality Inventory. This research was supported by the Intramural Research Program of the NIH, National Institute on Aging. Dr. Pilia died during preparation of this article.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Paul T. Costa Jr..

Additional information

Edited by Peter McGuffin

Rights and permissions

Reprints and permissions

About this article

Cite this article

Costa, P.T., Terracciano, A., Uda, M. et al. Personality Traits in Sardinia: Testing Founder Population Effects on Trait Means and Variances. Behav Genet 37, 376–387 (2007). https://doi.org/10.1007/s10519-006-9103-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10519-006-9103-6

Keywords

Navigation