{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T16:24:07Z","timestamp":1772209447083,"version":"3.50.1"},"reference-count":93,"publisher":"Public Library of Science (PLoS)","issue":"8","license":[{"start":{"date-parts":[[2021,8,9]],"date-time":"2021-08-09T00:00:00Z","timestamp":1628467200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100009619","name":"Japan Agency for Medical Research and Development","doi-asserted-by":"publisher","award":["JP21dm0307006"],"award-info":[{"award-number":["JP21dm0307006"]}],"id":[{"id":"10.13039\/100009619","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science","doi-asserted-by":"publisher","award":["19H04904"],"award-info":[{"award-number":["19H04904"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science","doi-asserted-by":"publisher","award":["20H00420"],"award-info":[{"award-number":["20H00420"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science","doi-asserted-by":"publisher","award":["18H05090"],"award-info":[{"award-number":["18H05090"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science","doi-asserted-by":"publisher","award":["18K06372"],"award-info":[{"award-number":["18K06372"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:p>\n                    Studies of personality traits in common marmosets (\n                    <jats:italic>Callithrix jacchus<\/jats:italic>\n                    ) indicate that there are five or six constructs\u2014Sociability, Dominance, Neuroticism, Openness, and two related to Conscientiousness. The present study attempted to determine whether our earlier study of laboratory-housed individuals only yielded three\u2014Dominance, Sociability, and Neuroticism\u2014because of a low amount of between-subjects variance. To do so, we increased our sample size from 77 to 128. In addition, we ascertained the reliability and validity of ratings and whether polymorphisms related to the serotonin 1a receptor were associated with personality. We found Sociability, Dominance, and Negative Affect factors that resembled three domains found in previous studies, including ours. We also found an Openness and Impulsiveness factor, the latter of which bore some resemblance to Conscientiousness, and two higher-order factors, Pro-sociality and Boldness. In further analyses, we could not exclude the possibility that Pro-sociality and Boldness represented a higher-level of personality organization. Correlations between personality factors and well-being were consistent with the definitions of the factors. There were no significant associations between personality and genotype. These results suggest that common marmoset personality structure varies as a function of rearing or housing variables that have not yet been investigated systematically.\n                  <\/jats:p>","DOI":"10.1371\/journal.pone.0238663","type":"journal-article","created":{"date-parts":[[2021,8,9]],"date-time":"2021-08-09T14:55:38Z","timestamp":1628520938000},"page":"e0238663","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":5,"title":["Personality, subjective well-being, and the serotonin 1a receptor gene in common marmosets (Callithrix jacchus)"],"prefix":"10.1371","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9125-1555","authenticated-orcid":true,"given":"Alexander","family":"Weiss","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1910-3750","authenticated-orcid":true,"given":"Chihiro","family":"Yokoyama","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7639-0197","authenticated-orcid":true,"given":"Takuya","family":"Hayashi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4249-876X","authenticated-orcid":true,"given":"Miho","family":"Inoue-Murayama","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2021,8,9]]},"reference":[{"key":"pone.0238663.ref001","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1093\/oso\/9780198540229.003.0002","volume-title":"Rylands AB, editor. Marmosets and tamarins: Systematics, behaviour, and ecology","author":"AB Rylands","year":"1993"},{"key":"pone.0238663.ref002","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1093\/oso\/9780198540229.003.0013","volume-title":"Marmosets and tamarins: Systematics, behaviour, and ecology","author":"AB Rylands","year":"1993"},{"key":"pone.0238663.ref003","first-page":"383","article-title":"Why are U.S. neuroscientists clamoring for marmosets?","author":"K. Servick","year":"2018","journal-title":"Science"},{"issue":"2\u20133","key":"pone.0238663.ref004","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1159\/000500500","article-title":"Critique of pure marmoset","volume":"93","author":"TM Preuss","year":"2019","journal-title":"Brain Behav Evol"},{"issue":"50","key":"pone.0238663.ref005","doi-asserted-by":"crossref","first-page":"19762","DOI":"10.1073\/pnas.0710310104","article-title":"Other-regarding preferences in a non-human primate: Common marmosets provision food altruistically","volume":"104","author":"JM Burkart","year":"2007","journal-title":"Proc Natl Acad Sci U S A"},{"key":"pone.0238663.ref006","doi-asserted-by":"crossref","DOI":"10.1038\/ncomms5747","article-title":"The evolutionary origin of human hyper-cooperation","volume":"5","author":"JM Burkart","year":"2014","journal-title":"Nature 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\u0160lipogor","year":"2016","journal-title":"Am J Primatol"},{"issue":"2","key":"pone.0238663.ref011","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1111\/2041-210X.13100","article-title":"The EGA+GNM framework: An integrative approach to modelling behavioural syndromes","volume":"10","author":"JS Martin","year":"2019","journal-title":"Methods in Ecology and Evolution"},{"key":"pone.0238663.ref012","doi-asserted-by":"crossref","DOI":"10.1038\/srep08878","article-title":"Common marmosets show social plasticity and group-level similarity in personality","volume":"5","author":"SE Koski","year":"2015","journal-title":"Scientific Reports."},{"key":"pone.0238663.ref013","article-title":"Common marmoset (Callithrix jacchus) personality, subjective well-being, hair cortisol level, and AVPR1a, OPRM1, and DAT genotypes","author":"M Inoue-Murayama","year":"2018","journal-title":"Scientific 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Psychol"},{"issue":"3","key":"pone.0238663.ref017","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1037\/a0039318","article-title":"Behavioral and trait rating assessments of personality in common marmosets (Callithrix jacchus).","volume":"129","author":"S Iwanicki","year":"2015","journal-title":"J Comp Psychol"},{"issue":"2","key":"pone.0238663.ref018","doi-asserted-by":"crossref","first-page":"259","DOI":"10.3200\/GENP.134.2.259-278","article-title":"Tree thinking: A new paradigm for integrating comparative data in psychology","volume":"134","author":"SD Gosling","year":"2007","journal-title":"J Gen Psychol"},{"key":"pone.0238663.ref019","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198546412.001.0001","volume-title":"The comparative method in evolutionary biology","author":"PH Harvey","year":"1991"},{"key":"pone.0238663.ref020","volume-title":"Factor analysis","author":"RL Gorsuch","year":"1983","edition":"2"},{"issue":"1776","key":"pone.0238663.ref021","article-title":"Characterizing behavioural \u2019characters\u2019: an evolutionary framework","volume":"281","author":"YG Araya-Ajoy","year":"2014","journal-title":"P R Soc B"},{"issue":"2","key":"pone.0238663.ref022","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1111\/j.1467-6494.1992.tb00970.x","article-title":"An introduction to the Five-Factor Model and its applications","volume":"60","author":"RR McCrae","year":"1992","journal-title":"J Pers"},{"key":"pone.0238663.ref023","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1146\/annurev.ps.41.020190.002221","article-title":"Personality structure: Emergence of the Five-Factor Model","volume":"41","author":"JM Digman","year":"1990","journal-title":"Annu Rev Psychol"},{"issue":"2","key":"pone.0238663.ref024","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1037\/pspp0000041","article-title":"Personality structure and social style in macaques","volume":"109","author":"MJ Adams","year":"2015","journal-title":"J Pers Soc Psychol"},{"issue":"9","key":"pone.0238663.ref025","doi-asserted-by":"crossref","first-page":"1430","DOI":"10.1177\/0956797615589933","article-title":"Personality in bonobos","volume":"26","author":"A Weiss","year":"2015","journal-title":"Psychol Sci"},{"issue":"1","key":"pone.0238663.ref026","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1037\/com0000093","article-title":"A comparison of personality in the common and Bolivian squirrel monkey (Saimiri sciureus and Saimiri boliviensis)","volume":"132","author":"VAD Wilson","year":"2018","journal-title":"J Comp Psychol"},{"issue":"4","key":"pone.0238663.ref027","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1037\/com0000037","article-title":"Divergent personality structures of brown and white-faced capuchins","volume":"130","author":"LM Robinson","year":"2016","journal-title":"J Comp 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(Callithrix jacchus)","author":"M Masilkova","year":"2020","journal-title":"J Comp Psychol"},{"issue":"4","key":"pone.0238663.ref031","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1037\/com0000089","article-title":"Common marmoset (Callithrix jacchus) personality","volume":"131","author":"SE Koski","year":"2017","journal-title":"J Comp Psychol"},{"key":"pone.0238663.ref032","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1007\/978-4-431-53892-9_19","volume-title":"From Genes to Animal Behavior: Social Structures, Personalities, Communication by Color","author":"C Yokoyama","year":"2011"},{"key":"pone.0238663.ref033","article-title":"Personality traits: A view from the animal kingdom","author":"A. Weiss","year":"2017","journal-title":"J Pers."},{"issue":"8","key":"pone.0238663.ref034","doi-asserted-by":"crossref","first-page":"823","DOI":"10.1037\/bul0000107","article-title":"Attributes of conscientiousness throughout the animal kingdom: An empirical and evolutionary overview","volume":"143","author":"MM Delgado","year":"2017","journal-title":"Psychol Bull"},{"issue":"20","key":"pone.0238663.ref035","doi-asserted-by":"crossref","first-page":"E2140","DOI":"10.1073\/pnas.1323533111","article-title":"The evolution of self-control","volume":"111","author":"EL MacLean","year":"2014","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"3","key":"pone.0238663.ref036","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1037\/0022-3514.88.3.547","article-title":"Universal features of personality traits from the observer\u2019s perspective: Data from 50 cultures","volume":"88","author":"78 Members of the Personality Profiles of Cultures Project","year":"2005","journal-title":"J Pers Soc Psychol"},{"issue":"11","key":"pone.0238663.ref037","doi-asserted-by":"crossref","first-page":"1264","DOI":"10.1002\/ajp.20428","article-title":"A cross-setting study of chimpanzee (Pan troglodytes) personality structure and development: Zoological parks and Yerkes National Primate Research Center","volume":"69","author":"A Weiss","year":"2007","journal-title":"Am J Primatol"},{"issue":"2","key":"pone.0238663.ref038","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1111\/j.1467-6494.2005.00313.x","article-title":"A chimpanzee (Pan troglodytes) analogue of cross-national generalization of personality structure: Zoological parks and an African sanctuary","volume":"73","author":"JE King","year":"2005","journal-title":"J Pers"},{"issue":"2","key":"pone.0238663.ref039","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1006\/jrpe.1997.2179","article-title":"The Five-Factor Model plus Dominance in chimpanzee personality","volume":"31","author":"JE King","year":"1997","journal-title":"J Res Pers"},{"issue":"4","key":"pone.0238663.ref040","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1002\/ajp.20649","article-title":"Assessing chimpanzee personality and subjective well-being in Japan","volume":"71","author":"A Weiss","year":"2009","journal-title":"Am J Primatol"},{"issue":"10","key":"pone.0238663.ref041","doi-asserted-by":"crossref","first-page":"1042","DOI":"10.1002\/ajp.22168","article-title":"Developing a comprehensive and comparative questionnaire for measuring personality in chimpanzees using a simultaneous top-down\/bottom-up design","volume":"75","author":"HD Freeman","year":"2013","journal-title":"Am J Primatol"},{"issue":"4","key":"pone.0238663.ref042","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1007\/s10329-008-0094-1","article-title":"Subjective assessment of chimpanzee (Pan troglodytes) personality: Reliability and stability of trait ratings","volume":"49","author":"DM Dutton","year":"2008","journal-title":"Primates"},{"issue":"2","key":"pone.0238663.ref043","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1037\/0033-2909.86.2.420","article-title":"Intraclass correlations: Uses in assessing rater reliability","volume":"86","author":"PE Shrout","year":"1979","journal-title":"Psychol Bull"},{"issue":"2","key":"pone.0238663.ref044","doi-asserted-by":"crossref","DOI":"10.1002\/ajp.23229","article-title":"Temporal consistency and ecological validity of personality structure in common marmosets (Callithrix jacchus): A unifying field and laboratory approach","volume":"83","author":"V \u0160lipogor","year":"2021","journal-title":"Am J Primatol"},{"issue":"2","key":"pone.0238663.ref045","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1037\/0033-2909.124.2.197","article-title":"The happy personality: A meta-analysis of 137 personality traits and subjective well-being","volume":"124","author":"KM DeNeve","year":"1998","journal-title":"Psychological Bulletin"},{"issue":"1","key":"pone.0238663.ref046","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1037\/0033-2909.134.1.138","article-title":"Refining the relationship between personality and subjective well-being.","volume":"134","author":"P Steel","year":"2008","journal-title":"Psychol Bull"},{"issue":"1","key":"pone.0238663.ref047","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0092-6566(02)00527-5","article-title":"Can chimpanzee (Pan troglodytes) happiness be estimated by human raters?","volume":"37","author":"JE King","year":"2003","journal-title":"J Res Pers"},{"key":"pone.0238663.ref048","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.applanim.2017.02.008","article-title":"Chimpanzees with positive welfare are happier, extraverted, and emotionally stable","volume":"191","author":"LM Robinson","year":"2017","journal-title":"Appl Anim Behav Sci"},{"issue":"3","key":"pone.0238663.ref049","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1037\/0022-3514.90.3.501","article-title":"Personality and subjective well-being in orangutans (Pongo pygmaeus and Pongo abelii).","volume":"90","author":"A Weiss","year":"2006","journal-title":"J Pers Soc Psychol"},{"issue":"1","key":"pone.0238663.ref050","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1037\/a0021187","article-title":"Rhesus macaques (Macaca mulatta) as living fossils of hominoid personality and subjective well-being","volume":"125","author":"A Weiss","year":"2011","journal-title":"J Comp Psychol"},{"key":"pone.0238663.ref051","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.applanim.2016.05.029","article-title":"Happiness is positive welfare in brown capuchins (Sapajus apella)","volume":"181","author":"LM Robinson","year":"2016","journal-title":"Appl Anim Behav Sci"},{"key":"pone.0238663.ref052","first-page":"57","volume-title":"The Oxford Handbook of the Five Factor Model","author":"J Wilt","year":"2017"},{"key":"pone.0238663.ref053","first-page":"39","volume-title":"The Oxford Handbook of the Five Factor Model.","author":"JL Tackett","year":"2017"},{"issue":"7","key":"pone.0238663.ref054","doi-asserted-by":"crossref","first-page":"1418","DOI":"10.1093\/molbev\/msz061","article-title":"Serotonin Receptor 1A Variation Is Associated with Anxiety and Agonistic Behavior in Chimpanzees","volume":"36","author":"N Staes","year":"2019","journal-title":"Mol Biol Evol"},{"key":"pone.0238663.ref055","doi-asserted-by":"crossref","first-page":"117726","DOI":"10.1016\/j.neuroimage.2021.117726","article-title":"The nonhuman primate neuroimaging and neuroanatomy project","volume":"229","author":"T Hayashi","year":"2021","journal-title":"Neuroimage"},{"key":"pone.0238663.ref056","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1007\/978-3-319-59300-5_2","volume-title":"Personality in Nonhuman Animals","author":"A. Weiss","year":"2017"},{"issue":"6","key":"pone.0238663.ref057","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1037\/0022-3514.59.6.1216","article-title":"An alternative \"description of personality\": the Big-Five factor structure","volume":"59","author":"LR Goldberg","year":"1990","journal-title":"Journal of Personality and Social Psychology"},{"issue":"3","key":"pone.0238663.ref058","doi-asserted-by":"crossref","first-page":"710","DOI":"10.1037\/0022-3514.49.3.710","article-title":"Updating Norman\u2019s \u201cadequate taxonomy\u201d: Intelligence and personality dimensions in natural language and in questionnaires","volume":"49","author":"RR McCrae","year":"1985","journal-title":"J Pers Soc Psychol"},{"key":"pone.0238663.ref059","volume-title":"Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI) professional manual","author":"PT Costa","year":"1992"},{"issue":"2","key":"pone.0238663.ref060","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1037\/0033-2909.125.2.276","article-title":"Subjective well-being: Three decades of progress","volume":"125","author":"E Diener","year":"1999","journal-title":"Psychological Bulletin"},{"issue":"5","key":"pone.0238663.ref061","doi-asserted-by":"crossref","first-page":"1105","DOI":"10.1037\/0022-3514.47.5.1105","article-title":"The independence of positive and negative affect","volume":"47","author":"E Diener","year":"1984","journal-title":"J Pers Soc Psychol"},{"issue":"1","key":"pone.0238663.ref062","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1207\/s15327752jpa5701_17","article-title":"Further validation of the Satisfaction with Life Scale\u2014Evidence for the cross-method convergence of well-being measures","volume":"57","author":"W Pavot","year":"1991","journal-title":"Journal of Personality Assessment"},{"key":"pone.0238663.ref063","volume-title":"The sense of well-being in America: Recent patterns and trends","author":"A. Campbell","year":"1981"},{"key":"pone.0238663.ref064","first-page":"230","volume-title":"Well-being: The foundations of hedonic psychology","author":"N Cantor","year":"1999"},{"key":"pone.0238663.ref065","volume-title":"R: A language and environment for statistical computing","author":"R Core Team","year":"2020"},{"key":"pone.0238663.ref066","volume-title":"psych: Procedures for psychological, psychometric, and personality research. 1.9.12 ed","author":"W. Revelle","year":"2019"},{"key":"pone.0238663.ref067","unstructured":"Navarro-Gonzalez D, Lorenzo-Seva U. EFA.MRFA: Dimensionality assessment using minimum rank factor analysis. 1.0.9 ed2020."},{"issue":"2","key":"pone.0238663.ref068","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1080\/00273170902794206","article-title":"Exploratory factor analysis with small sample sizes","volume":"44","author":"JCF de Winter","year":"2009","journal-title":"Multivariate Behavioral Research"},{"issue":"1","key":"pone.0238663.ref069","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1037\/1082-989X.4.1.84","article-title":"Sample size in factor analysis","volume":"4","author":"RC MacCallum","year":"1999","journal-title":"Psychological Methods"},{"issue":"2","key":"pone.0238663.ref070","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1207\/s15327574ijt0502_4","article-title":"Minimum sample size recommendations for conducting factor analyses","volume":"5","author":"DJ Mundfrom","year":"2005","journal-title":"International Journal of Testing"},{"issue":"2","key":"pone.0238663.ref071","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1007\/BF02289447","article-title":"A rationale and test for the number of factors in factor analysis","volume":"30","author":"JL Horn","year":"1965","journal-title":"Psychometrika"},{"issue":"4","key":"pone.0238663.ref072","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1037\/met0000200","article-title":"How to determine the number of factors to retain in exploratory factor analysis: a comparison of extraction methods under realistic conditions","volume":"24","author":"M Auerswald","year":"2019","journal-title":"Psychol Methods"},{"issue":"2","key":"pone.0238663.ref073","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1214\/aos\/1176344136","article-title":"Estimating the dimension of a model","volume":"6","author":"G. Schwarz","year":"1978","journal-title":"Annals of Statistics"},{"issue":"1","key":"pone.0238663.ref074","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1348\/000711005X64817","article-title":"Selecting among three-mode principal component models of different types and complexities: A numerical convex hull based method","volume":"59","author":"E Ceulemans","year":"2006","journal-title":"Br J Math Stat Psychol"},{"issue":"2","key":"pone.0238663.ref075","doi-asserted-by":"crossref","first-page":"340","DOI":"10.1080\/00273171.2011.564527","article-title":"The Hull method for selecting the number of common factors","volume":"46","author":"U Lorenzo-Seva","year":"2011","journal-title":"Multivar Behav Res"},{"issue":"2","key":"pone.0238663.ref076","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1037\/0033-2909.83.2.213","article-title":"Estimating coefficients in linear models: It don\u2019t make no nevermind","volume":"83","author":"H. Wainer","year":"1976","journal-title":"Psychol Bull"},{"issue":"2","key":"pone.0238663.ref077","first-page":"65","article-title":"A simple sequentially rejective multiple test procedure","volume":"6","author":"S. Holm","year":"1979","journal-title":"Scandinavian Journal of Statistics"},{"key":"pone.0238663.ref078","volume-title":"Manual supplement for the NEO-4","author":"PT Costa","year":"1998"},{"issue":"3","key":"pone.0238663.ref079","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/j.jrp.2008.12.013","article-title":"Five-factor inventories have a major general factor related to social desirability which can be reduced by framing items neutrally","volume":"43","author":"M B\u00e4ckstr\u00f6m","year":"2009","journal-title":"J Res Pers"},{"issue":"8","key":"pone.0238663.ref080","doi-asserted-by":"crossref","first-page":"653","DOI":"10.1002\/ajp.20833","article-title":"Personality in nonhuman primates: A review and evaluation of past research","volume":"72","author":"HD Freeman","year":"2010","journal-title":"Am J Primatol"},{"issue":"2","key":"pone.0238663.ref081","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1037\/0882-7974.1.2.140","article-title":"Cross-sectional studies of personality in a national sample: I. Development and validation of survey measures","volume":"1","author":"PT Costa","year":"1986","journal-title":"Psychology and Aging"},{"issue":"6","key":"pone.0238663.ref082","doi-asserted-by":"crossref","first-page":"1246","DOI":"10.1037\/0022-3514.73.6.1246","article-title":"Higher-order factors of the Big Five","volume":"73","author":"JM Digman","year":"1997","journal-title":"J Pers Soc Psychol"},{"issue":"6","key":"pone.0238663.ref083","doi-asserted-by":"crossref","first-page":"1213","DOI":"10.1016\/j.jrp.2007.02.003","article-title":"A general factor of personality: Evidence for the Big One in the Five-Factor Model","volume":"41","author":"J. Musek","year":"2007","journal-title":"J Res Pers"},{"issue":"5","key":"pone.0238663.ref084","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1016\/j.jrp.2013.04.012","article-title":"The general factor of personality: A general critique","volume":"47","author":"W Revelle","year":"2013","journal-title":"J Res Pers"},{"key":"pone.0238663.ref085","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1002\/9781444343120.ch6","volume-title":"The Wiley-Blackwell Handbook of Individual Differences","author":"E Ferguson","year":"2011"},{"issue":"1","key":"pone.0238663.ref086","doi-asserted-by":"crossref","first-page":"167","DOI":"10.2466\/pr0.96.1.167-177","article-title":"Higher-order factors of the Big Five model of personality: A reanalysis of Digman (1997).","volume":"96","author":"C. Mutch","year":"2005","journal-title":"Psychol Rep"},{"key":"pone.0238663.ref087","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1111\/j.1467-9280.2008.02068.x","article-title":"Happiness is a personal(ity) thing: The genetics of personality and well-being in a representative sample","volume":"19","author":"A Weiss","year":"2008","journal-title":"Psychol Sci"},{"issue":"5","key":"pone.0238663.ref088","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1017\/thg.2016.65","article-title":"Personality polygenes, positive affect, and life satisfaction","volume":"19","author":"A Weiss","year":"2016","journal-title":"Twin Res Hum Genet"},{"issue":"2","key":"pone.0238663.ref089","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1007\/s10869-015-9413-x","article-title":"The heritability of job satisfaction reconsidered: only unique environmental influences beyond personality","volume":"31","author":"E Hahn","year":"2016","journal-title":"Journal of Business and Psychology"},{"issue":"6","key":"pone.0238663.ref090","doi-asserted-by":"crossref","first-page":"757","DOI":"10.1016\/j.jrp.2013.07.003","article-title":"Beyond the heritability of life satisfaction\u2013The roles of personality and twin-specific influences","volume":"47","author":"E Hahn","year":"2013","journal-title":"Journal of Research in Personality"},{"key":"pone.0238663.ref091","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1007\/s10519-012-9537-y","article-title":"The majority of genetic variation in orangutan personality and subjective-well being is nonadditive","volume":"42","author":"MJ Adams","year":"2012","journal-title":"Behav Genet"},{"key":"pone.0238663.ref092","doi-asserted-by":"crossref","first-page":"1141","DOI":"10.1037\/0022-3514.83.5.1141","article-title":"Subjective well-being is heritable and genetically correlated with dominance in chimpanzees (Pan troglodytes).","volume":"83","author":"A Weiss","year":"2002","journal-title":"J Pers Soc Psychol"},{"issue":"2","key":"pone.0238663.ref093","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1002\/ajmg.b.30808","article-title":"5-HTTLPR genotype and anxiety-related personality traits: A meta-analysis and new data","volume":"150B","author":"MR Munaf\u00f2","year":"2009","journal-title":"Am J Med Genet B Neuropsychiatr Genet"}],"container-title":["PLOS ONE"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0238663","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T00:08:51Z","timestamp":1725581331000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0238663"}},"subtitle":[],"editor":[{"given":"Nicolas","family":"Chaline","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,8,9]]},"references-count":93,"journal-issue":{"issue":"8","published-online":{"date-parts":[[2021,8,9]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0238663","relation":{"has-preprint":[{"id-type":"doi","id":"10.1101\/2020.04.30.069773","asserted-by":"object"}]},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,8,9]]}}}