Personality and Intelligence: Gender,the Big Five,Self‐Estimated and Psychometric Intelligence

This paper reports on two studies that investigated the relationship between the Big Five personality traits, self‐estimates of intelligence (SEI), and scores on two psychometrically validated intelligence tests. In study 1 a total of 100 participants completed the NEO‐PI‐R, the Wonderlic Personnel Test and the Baddeley Reasoning Test, and estimated their own intelligence on a normal distribution curve. Multiple regression showed that psychometric intelligence was predicted by Conscientiousness and SEI, while SEI was predicted by gender, Neuroticism (notably anxiety) and Agreeableness (notably modesty). Personality was a better predictor of SEI than of psychometric intelligence itself. Study 2 attempted to explore the relationship between SEI and psychometric intelligence. A total of 130 participants completed the NEO‐PI‐R, the Baddeley Reasoning Test, and the S & M Spatial intelligence test. In addition, SEI and participants conceptions of intelligence were also examined. In combination with gender and previous IQ test experience, these variables were found to predict about 11% of the variance in SEI. SEI was the only significant predictor of psychometrically measured intelligence. Inconsistencies between results of the two studies, theoretical and applied implications, and limitations of this work are discussed.     

Estimating one's own personality and intelligence scores

One hundred and eighty‐seven university students completed the full NEO‐PI‐R assessing the five super‐traits and 30 primary traits, and the Wonderlic Personnel Test of general intelligence. Two months later (before receiving feedback on their psychometric scores), they estimated their own scores on these variables. Results at the super‐factor level indicated that participants could significantly predict/estimate their own Neuroticism, Extraversion, and Conscientiousness scores. The correlation between estimated and psychometrically measured IQ was r=.30, showing that participants could, to some extent, accurately estimate their intelligence. In addition, there were a number of significant correlations between estimated intelligence and psychometrically assessed personality (particularly Neuroticism, Agreeableness and Extraversion). Disagreeable people tended to award themselves higher self‐estimated intelligence scores. Similarly, stable people tended to award themselves higher estimates of intelligence (even when other variables were controlled). Regressing both estimated and psychometric IQ scores onto estimated and psychometric personality scores indicated that the strongest significant effect was the relationship between trait scores and self‐estimated intelligence.     

Personality,Intelligence and Assessment Centre Expert Ratings

Just under 3000 middle managers were rated on seven dimensions/competencies by consultants after a 1‐day assessment centre and structured interview. They also completed two cognitive ability tests and two well‐established personality tests (NEO PI‐R; MBTI). Correlational analysis showed that the rated dimensions of ‘drive to achieve’, ‘internal locus of control’ and ‘resilience’ all modestly negatively correlated with Neuroticism. All seven ratings were significantly correlated with Extraversion and three each with Openness and Agreeableness. There were few significant correlations with the MBTI but the Thinking–Feeling dimension correlated significantly with combined ratings. Correlations with the intelligence test scores were mostly non‐significant. The seven ratings factored into three identifiable factors: labelled personal assertiveness, toughness and determination and curiosity. Regressions using both a total, overall computed rating of general aptitude, as well as the three scores as criterion variables and ability, personality, participant‐gender and management level as predictor variables demonstrated that they accounted for between a quarter and a third of the variance. Predictors varied considerably as a function of the different criteria measures but ability and gender accounted for little of the variance.     

Personality and Intelligence in Business People: A Study of Two Personality and Two Intelligence Measures

This study examined the overlap and correlations among two well-known personality measures (NEO-PI–R; Myers-Briggs Type Indicator, MBTI) and two widely used intelligence tests (the Graduate Management Assessment (GMA), Watson-Glaser Critical Thinking Appraisal (WGCTA)). The GMA measures both fluid intelligence (Gf) and crystallized intelligence (Gc), whereas WGCTA mainly assess Gc. A total of over 3,500 participants completed the four measures in a middle management assessment event. Correlational analysis showed that Extraversion on the MBTI tended to be associated with Openness and Stability on the NEO. Intuition was associated with Openness and Introversion. Feeling types tended to be both Agreeable and Neurotic while perceiving types were high on Openness but low on Agreeableness. The NEO Big Five factor of Openness was most consistently and significantly associated with both measures of intelligence (r = .09 to r =.12). Results from the MBTI showed that Intuition and Perceiving scores were positively and significantly associated with both intelligence test scores which were intercorrelated (r = .38). Regressional analysis showed that personality traits are logically and coherently related to intelligence test scores. Implications for selection and assessment are considered.     

Capturing the DSM‐5 Alternative Personality Disorder Model Traits in the Five‐Factor Model's Nomological Net

Several studies have shown structural and statistical similarities between the Diagnostic and Statistical Manual of Mental Disorders (5th ed.; DSM‐5) alternative personality disorder model and the Five‐Factor Model (FFM). However, no study to date has evaluated the nomological network similarities between the two models. The relations of the Revised NEO Personality Inventory (NEO PI‐R) and the Personality Inventory for DSM‐5 (PID‐5) with relevant criterion variables were examined in a sample of 336 undergraduate students (M_age = 19.4; 59.8% female). The resulting profiles for each instrument were statistically compared for similarity. Four of the five domains of the two models have highly similar nomological networks, with the exception being FFM Openness to Experience and PID‐5 Psychoticism. Further probing of that pair suggested that the NEO PI‐R domain scores obscured meaningful similarity between PID‐5 Psychoticism and specific aspects and lower‐order facets of Openness. The results support the notion that the DSM‐5 alternative personality disorder model trait domains represent variants of the FFM domains. Similarities of Openness and Psychoticism domains were supported when the lower‐order aspects and facets of Openness domain were considered. The findings support the view that the DSM‐5 trait model represents an instantiation of the FFM.     

Police interview competencies: assessment and associated traits

The present study empirically examines the structure of police interview competencies in self‐reports of 230 police investigators suggesting five major underlying dimensions, that is, ‘Careful‐tenacious’, ‘Controlled‐non‐reactive’, ‘Dominant‐insisting’, ‘Communicative’ and ‘Benevolent’. These dimensions discriminate performance in a series of interview vignettes, grouped in terms of type of case (interviewing a suspect, a witness or a victim) and type of suspect. In addition self‐ratings on these dimensions are related to self‐estimated interview effectiveness in the same vignettes. Participants are further administered the NEO PI‐R (Costa, P. T., & McCrae, R. R. (1992). Professional manual: Revised NEO personality inventory (NEO‐PI‐R) and NEO five‐factor‐inventory (NEO‐FFI). Odessa, FL: Psychological Assessment Resources), enabling an examination of the relationship between the competence dimensions and their personality trait building blocks. The implications of this study for the development and coaching of police interview competencies are discussed. Copyright © 2006 John Wiley & Sons, Ltd.     

Development and Validation of a Situational Judgment Test of Emotional Intelligence

The present study describes the development and validation of a situational judgment test (SJT) of emotional intelligence (EI). Initially, 80 situations and three response alternatives for each situation were created based on the available theoretical models. Principal component factor analysis with direct oblimin rotation of data (N = 213) yielded a three‐factor structure with 46 items. These factors were (1) utilizing own emotion, (2) sensing other's emotion, and (3) understanding emotional context. Additional studies showed that the measure had good internal consistency and test‐retest reliability. None of the three factors strongly correlated with the Big Five factors of personality (NEO Five‐Factor Inventory, thus establishing its identity as a construct distinct from personality. Findings of confirmatory factor analysis on secondary data reconfirm the three‐factor model for a 46‐item SJT of EI. The second study also found no correlation among these three factors, intelligence scores measured using Raven's Matrices, and trait EI score measured using the Trait Emotional Intelligence Questionnaire. The third study was conducted in order to determine the relationship of SJT of EI with academic achievement and life satisfaction. All three factors of SJT‐based EI measure were significantly associated with academic achievement and life satisfaction.     

The Relationship Between Diverse Components of Intelligence and Creativity

Intelligence and creativity are accounted for in terms of two different mental operations referred to as ‘convergent thinking’ and ‘divergent thinking’, respectively. Nevertheless, psychometric evidence on the relationship between intelligence and creativity has been controversial. To clarify their relationship, we characterized the relationship between diverse components of intelligence and creativity through the administration of psychometric tests on a large sample (WAIS, RPM, and TTCT‐figural: n = 215; TTCT‐verbal: n = 137). The general intelligence factor (g) score showed significant correlations with both TTCT‐figural and TTCT‐verbal scores. However, sub‐dimensional analysis demonstrated that their association was attributable to the specific components of both TTCTs (TTCT‐figural: Abstractness of Titles, Elaboration, and Resistance to Premature Closure; TTCT‐verbal: Flexibility) rather than to their common components (Fluency and Originality). Among the intelligence sub‐dimensions, crystallized intelligence (gC) played a pivotal role in the association between g and the specific components of both TTCTs. When the total sample was divided into two IQ groups, these phenomena were more evident in the average IQ group than in the high IQ group. These results suggest that the mental operation of creativity may be different from that of intelligence, but gC may be used as a resource for the mental operation of creativity.     

Psychometric Correlates of FIRO‐B Scores: Locating the FIRO‐B scores in personality factor space

This paper investigated the relationship between the six Fundamental Interpersonal Relations Orientation (FIRO)‐B scales, the Big Five Personality traits assessed by the NEO PI‐R, the Hogan Development Survey (HDS) and two measures of cognitive ability (Watson Glaser; Graduate and Managerial Assessment). It examined the concurrent and construct validity of the measure in various adult groups attending assessment centres in order to locate the FIRO‐B dimensions in established personality factor space. The FIRO‐B was consistently correlated with Extraversion, though analysis at the primary factor (facet) level showed many traits from all five factors were strongly correlated with the six FIRO‐B scores. Regressing the six FIRO‐B facets onto each of the Big Five in turn showed all were significant particularly for Expressed Inclusion and Wanted Control. The second study also showed considerable and logical overlap between the six FIRO‐B scales and the 11 dysfunctional personality strategies as measured by the HDS. There were also strong correlational patterns for the Cautious, Reserved, Colourful and Dutiful type disorders. The third study showed the FIRO‐B was statistically associated with both cognitive ability tests though it only accounted for small percentages of the explained variance. Expressed Control was the most consistently correlated of the intelligence test scores. Despite the fact that many explicable associations were found between the FIRO‐B and other measure the effect sizes were not large. Thus only 4% of the trait facet scores and 4.5% of the HDS showed medium effect sizes. Results are discussed in terms of the usefulness and possible discriminant validity of the instrument for use in selection and assessment.     

Personality and place

This paper examines the distribution of national personality dimensions in geographical space. The relationship between geographical location and aggregate personality in a wide range of nations is quantified using spatial autocorrelation, and it is found that the personalities of nations that are geographical neighbours are more similar than those that are far apart. The five factors of both the Revised NEO Personality Inventory (NEO‐PI‐R) and the Big Five Inventory (BFI), all show a significant degree of spatial organization. The personality factors most strongly associated with geographical location are NEO‐PI‐R extraversion and BFI conscientiousness; both vary with position around the globe about as much as the physical climate. These findings support previous research suggesting associations between aggregate personality and geography, and imply that the sources of variation in national personality are themselves geographically organized.     

Neediness and connectedness and the five‐factor model of personality

This study examined maladaptive and relatively more adaptive forms of dependency, as measured by the neediness and connectedness factors of the Depressive Experiences Questionnaire (DEQ; Blatt, D'Afflitti, & Quinlan, 1976 ), within a comprehensive scheme of personality provided by the revised NEO Personality Inventory (NEO‐PI‐R; Costa & McCrae, 1992 ). University students (n = 475) completed the DEQ, NEO‐PI‐R, and a measure of depressive symptoms. Results indicated that neediness reflected anxiety, self‐consciousness, vulnerability, unassertiveness, and inactivity, whereas connectedness reflected anxiety, warmth, agreeableness, and valuing of relationships. Neediness demonstrated stronger relations than connectedness with depressive symptoms. These results support the validity of DEQ neediness and connectedness as measures of maladaptive and relatively more adaptive forms of dependency. Copyright © 2006 John Wiley & Sons, Ltd.     

Effects of self‐enhancement on agreement on personality profiles

Effects of self‐enhancement and socially desirable responding (SDR) on rater agreement for personality profiles were studied in 304 students. Dyads of participants described themselves and their peer on the Revised NEO Personality Inventory (NEO‐PI‐R) that measures 30 facets of personality. In addition, participants filled in six scales measuring self‐enhancement or SDR. Data analyses focussed on moderator and suppressor effects of SDR on the similarity between self‐reported and other reported NEO‐PI‐R profiles. Three kinds of profile agreement were distinguished: (a) normative agreement; (b) distinctive agreement and (c) profile normativeness, that is, how strongly a self‐reported personality profile resembled the average profile of all participants. There were no moderator or suppressor effects on distinctive agreement, but SDR predicted profile normativeness quite strongly. Copyright © 2009 John Wiley & Sons, Ltd.     

嫉妒与人格的关系

旨在考察嫉妒与人格维度及人格因素的关系 ,通过对 2 31名被试者施测Bringle自我报告嫉妒量表 ,Hup ka爱情嫉妒量表 ,White习惯及关系嫉妒量表 ,Buunk嫉妒量表和大 5人格量表 (NEO -PI-R) ,对施测结果进行相关分析和逐步回归分析 ,发现在大 5人格量表中所包含的神经质 ,外向性 ,开放性 ,顺同性和严谨性 5种人格维度中 ,只有神经质维度与嫉妒呈现一致性密切关系 ;外向性维度与嫉妒的一致性关系尚不明确 ;开放性维度、顺同性维度和严谨性维度与嫉妒关系并不密切。在 30种人格因素中 ,除焦虑、自我意识、正性情绪和信任 4种人格因素与嫉妒呈现一致性密切关系外 ,其他人格因素与嫉妒的关系不明显甚至无关。研究结果表明 :在 5种人格维度中 ,神经质人格维度在嫉妒的形成和发展中起主要影响作用 ;在 30种人格因素中 ,焦虑、自我意识、正性情绪和信任 4种人格因素是影响嫉妒心理和嫉妒行为的重要因素     

Improving Prediction of Work Performance Through Frame‐of‐Reference Consistency: Empirical evidence using openness to experience

A work‐specific measure of openness to experience was compared with the general NEO PI‐R Openness scale for predicting supervisory ratings of creative performance at work. Results at the scale and facet levels indicated that the use of a consistent and criterion‐matched frame of reference improved validity of this personality construct for the prediction of work‐related creative problem solving. Scores from the Work‐specific Openness scale significantly predicted creative work performance, whereas scores from the general measure did not. Results also showed incremental validity of the Work‐specific scale over the NEO PI‐R scale. Evidence is mounting that specifying a work context for personality measures can increase validity for predicting job performance beyond that typically observed when using general scales.     

The influence of item order on intentional response distortion in the assessment of high potentials: Assessing pilot applicants

An experiment was conducted to investigate the effects of item order and questionnaire content on faking good or intentional response distortion. It was hypothesized that intentional response distortion would either increase towards the end of a long questionnaire, as learning effects might make it easier to adjust responses to a faking good schema, or decrease because applicants' will to distort responses is reduced if the questionnaire lasts long enough. Furthermore, it was hypothesized that certain types of questionnaire content are especially vulnerable to response distortion. Eighty‐four pre‐selected pilot applicants filled out a questionnaire consisting of 516 items including items from the NEO five factor inventory (NEO FFI), NEO personality inventory revised (NEO PI‐R) and business‐focused inventory of personality (BIP). The positions of the items were varied within the applicant sample to test if responses are affected by item order, and applicants' response behaviour was additionally compared to that of volunteers. Applicants reported significantly higher mean scores than volunteers, and results provide some evidence of decreased faking tendencies towards the end of the questionnaire. Furthermore, it could be demonstrated that lower variances or standard deviations in combination with appropriate (often higher) mean scores can serve as an indicator for faking tendencies in group comparisons, even if effects are not significant.     

Relation of Creativity to Fluid and Crystallized Intelligence

The threshold hypothesis regarding creativity and intelligence suggests that these two constructs are positively correlated except at the higher end of the IQ distribution, where they are unrelated. Much of the support for this hypothesis comes from comparisons of correlations within average and high‐IQ groups. However, a common methodological flaw in these comparisons is that the high IQ group is smaller in variance than the average IQ group. In the present study we equated variances for a better test of the threshold hypothesis. College students in two IQ groups completed tests of creativity and intelligence. IQ and creativity correlated at least as strongly in the high IQ group as in the average IQ group, generally failing to support the threshold hypothesis. However, breakdown of composite IQ into fluid and crystallized IQ indicated minimal support for the threshold hypothesis with crystallized IQ, but support for an inverse threshold effect with fluid IQ. Fluid IQ correlated significantly with creativity in the high IQ group but not in the average IQ group, and this pattern was corroborated by regression analyses. Possible explanations for the pattern of results are offered.     

Predicting observers' ratings of the big five from the CPI,HPI, and NEO–PI–R: a comparative validity study

The present study compares the ability of three widely used personality inventories to predict averaged acquaintance ratings. Scores from 135 individuals on the California Psychological Inventory (CPI; Gough, 1987), Hogan Personality Inventory (HPI; Hogan and Hogan, 1992) and NEO Personality Inventory (NEO‐PI‐R; Costa and McCrae, 1992) were correlated with four sets of acquaintance ratings representing four variants of the Five‐Factor Model. Validity coefficients for the NEO‐PI‐R primary domain scales equalled or surpassed the CPI and HPI validity coefficients. Across all inventory scales and subscales, the magnitude of validity coefficients was moderated by the congruence between a predictor's and criterion's secondary factor loading. Copyright © 2000 John Wiley & Sons, Ltd.     

More than the Big Five: Egoism and the HEXACO model of personality

Egoism is a personality trait that is associated with self‐enriching and self‐centred behaviours. Research has suggested that egoism lies beyond the Big Five personality factors. Recently, the HEXACO model of personality has been proposed as an alternative to the Big Five model. In three studies, the relation between the HEXACO Personality Inventory and egoism, conceptualized using three different questionnaires (DPQ Egoism, SPI Egotism and the Egoism Scale), is investigated. In all three studies, the HEXACO Honesty–Humility factor scale was the most important predictor of egoism. Additionally, in two studies in which FFM measures were used, the HEXACO Personality Inventory explained more variance in egoism than did the FFPI (Study 2) and the NEO‐PI‐R (Study 3). Copyright © 2009 John Wiley & Sons, Ltd.     

A Theoretical Model of Psychometric Effects of Faking on Assessment Procedures: Empirical findings and implications for personality at work

This article proposes a theoretical model for explaining the psychometric effects of faking on assessment procedures (e.g., biodata, interviews, assessment center, personality inventories, and self‐reported measures). The model hypothesizes that faking is a phenomenon of homogenization of scores, consisting of a double mechanism that increases the mean, on one hand, and decreases the standard deviation of distributions of scores, on the other. Subsequently, this affects the covariance, reliability, and validity of assessment procedures negatively. The model predicts that a mean ratio (faking ratio) greater than 1 and a coefficient of homogeneity u smaller than 1 characterizes faking. Meta‐analysis was used to test several predictions of the theoretical model in the case of the personality measures. A database of 46 independent studies was created. All the studies used the NEO‐PI‐R for assessing the Big Five and their facets. The general pattern of data fully supported the model predictions. Implications for personnel assessment and, particularly, for personality assessment are discussed.