An assessment of the fakeability of self-report and implicit personality measures

Researchers are focusing on developing implicit measures of personality to address concerns related to the faking of self-report measures. The present study examined the validity and fakeability of Implicit Association Test (IAT) measures of personality self-concept in a repeated-measures design (N = 33). People’s predictions about how they represented themselves on the measures were also assessed. Results indicated that participants were able fake self-report measures when instructed to do so and that they could accurately predict how they represented themselves on these measures. Participants were also able to fake an IAT measure of Extraversion, but were unable to fake an IAT measure of Conscientiousness or predict how they represented themselves on either IAT measure.     

Bridging the gap between explicit and implicit measurement of personality: The questionnaire-based implicit association test

This study presents the questionnaire-based implicit association test (qIAT), a method that resembles the assessment procedures of self-report scales and allows an implicit assessment of constructs measured by such instruments. The qIAT measures the speed of association between ordinary questionnaires’ items (i.e., short statements rather than single words) and true versus false self-related sentences. Participants completed self-report measures of all Big-Five domains and the qIAT that measured extraversion. The qIAT implicit extraversion score showed good levels of internal consistency and it correlated with explicit extraversion but not with other explicit scales, thus supporting the convergent and discriminant validity of this measure. It also predicted a criterion behavior, and this prediction was incremental to self-report assessment of the same set of items. The qIAT opens the door for the indirect assessment of numerous psychological phenomena measured by existing self-report scales.     

On the relationship between explicit and implicit self-concept of extraversion and neuroticism

Indirect methods such as the implicit association test (IAT) could complement traditional self-report questionnaires of personality traits. However, it is unclear whether IAT scores and self-report scores of nominally the same personality trait measure the same construct or overlapping but distinct constructs. To investigate how IAT and self-report personality scores relate to each other, we conducted a web-based data collection where participants completed self-report personality questionnaires (n = 432) and IATs for extraversion (n = 393) and neuroticism (n = 385). We found that extraversion self-report and IAT scores were more strongly correlated with each other than corresponding neuroticism scores. Overall, our findings suggest that although extraversion and neuroticism self-report and implicit measures are related, they do measure distinct constructs.     

On the validity of narrow and broad personality traits: A response to

Salgado, Moscoso, and Berges (2013) have recently commented on the issue of the comparative validity of broad factor-level personality traits and narrow facet-level personality traits, providing arguments and data suggesting superior validity for the former. In response, we first clarify some of our previous points that were discussed by Salgado et al. and comment on some other aspects of their article. We then provide an empirical example in which a facet-level personality scale does better in predicting a delinquency criterion than does the factor-level personality scale that contains that facet. We also use CFA to demonstrate that it was the specific trait variance in our narrow predictor that added significantly to predictive validity, above and beyond the validity achieved by the common factor variance contained within the trait measure. These results support our previous conclusion that exclusive reliance on broad factor measures can be counterproductive for understanding and predicting behavior.     

The influence of violent and nonviolent computer games on implicit measures of aggressiveness

We examined the causal relationship between playing violent video games and increases in aggressiveness by using implicit measures of aggressiveness, which have become important for accurately predicting impulsive behavioral tendencies. Ninety‐six adults were randomly assigned to play one of three versions of a computer game that differed only with regard to game content (violent, peaceful, or abstract game), or to work on a reading task. In the games the environmental context, mouse gestures, and physiological arousal—as indicated by heart rate and skin conductance—were kept constant. In the violent game soldiers had to be shot, in the peaceful game sunflowers had to be watered, and the abstract game simply required clicking colored triangles. Five minutes of play did not alter trait aggressiveness, yet an Implicit Association Test detected a change in implicit aggressive self‐concept. Playing a violent game produced a significant increase in implicit aggressive self‐concept relative to playing a peaceful game. The well‐controlled study closes a gap in the research on the causality of the link between violence exposure in computer games and aggressiveness with specific regard to implicit measures. We discuss the significance of importing recent social–cognitive theory into aggression research and stress the need for further development of aggression‐related implicit measures. Aggr. Behav. 36:1–13, 2010. © 2009 Wiley‐Liss, Inc.     

The effect of expertise on the relation between implicit and explicit attitude measures: An information availability/accessibility perspective

Three experiments investigate expertise as a moderator of the relationship between implicit and explicit attitude measures. Prior research suggests that greater expertise leads to stronger implicit–explicit relations; however, a cognitive view of expertise can also predict a weaker implicit–explicit relation. Our framework helps to resolve that seeming contradiction on the basis of the availability/accessibility of attributes versus attitudes in explicit attitude measures. We show that object specificity and contextual factors (e.g., instructions and prior evaluations in a survey) differentially affect the availability/accessibility of global attitudes and attribute information for novices versus experts, thus determining how expertise moderates the implicit–explicit relation.     

Measuring implicit attitudes of 4-year-olds: the preschool implicit association test

The Preschool Implicit Association Test (PSIAT) is an adaptation of an established social cognition measure (IAT) for use with preschool children. Two studies with 4-year-olds found that the PSIAT was effective in evaluating (a) attitudes toward commonly liked objects (flowers = good) and (b) gender attitudes (girl = good or boy = good). The gender attitude PSIAT was positively correlated with corresponding explicit attitude measures and also children’s actual sex. The new implicit and explicit measures of gender attitudes demonstrated discriminant validity; each predicted variance in children’s gendered play activities beyond that predicted by the other. Discussion describes potential uses of the PSIAT to investigate development of societally significant attitudes and stereotypes at younger ages than are achievable with currently available methods.     

The relationship between the entrepreneurial personality and the Big Five personality traits

Although meta-analyses show that the Big Five personality traits predict business intention, creation, and success (Brandstätter, 2011), they also indicate that narrow personality traits, such as innovativeness, predict these outcomes better than broad traits, such as Conscientiousness and Extraversion (Rauch & Frese, 2007). The current study extends previous research to examine the relationship between the Big Five and a wider range of entrepreneurial outcomes (e.g. founding charitable organisations, organising events, and changing organisational practices). Additionally, it establishes the incremental validity of a narrow measure of entrepreneurial personality over the Big Five (META, Ahmetoglu, Leutner, & Chamorro-Premuic, 2011). Both the Big Five and META significantly predict various forms of entrepreneurial success, though META does so more consistently. This suggests that narrow personality traits have incremental validity in predicting entrepreneurial success vis-à-vis the Big Five. Theoretical and applied implications are discussed.     

Psychological ownership: The implicit association between self and already-owned versus newly-owned objects

Evidence from explicit measures (e.g. favourability ratings, valuations) has led to the prevalent hypothesis that owned objects become cognitively associated with self-concept. Using a novel version of the Implicit Association Test (self-object IAT), wherein participants categorized objects by colour, we evaluated implicit cognitive associations involving self with already-owned and newly-owned objects. We observed faster responses when self-related words required the same response key as the colour that incidentally corresponded to self-owned objects, irrespective of length of ownership. These findings suggest that participants efficiently form cognitive associations between self and self-owned objects within mere minutes of ownership induction and inspire questions about the extent to which length of ownership drives the strength of this association.     

Differential relationships in the association of the Big Five personality traits with positive mental health and psychopathology

According to the two continua model of mental health, psychopathology and positive mental health (emotional, psychological, and social well-being) are related but distinct continua. This study investigates the two continua model by examining whether psychopathology and positive mental health show differential associations with the Big Five personality traits. The paper draws on data of the representative LISS panel (CentERdata). Participants (N = 1161; age 18-88) filled out questionnaires on personality, psychopathology, and positive mental health. Personality traits were differentially related to psychopathology and positive mental health, supporting the two continua model. Emotional stability (reversed neuroticism) is the main correlate of psychopathology, whereas the personality traits extraversion and agreeableness are uniquely associated with positive mental health.     

Development and initial validation of an implicit measure of humility relative to arrogance

Data from two studies describe the development of an implicit measure of humility and support the idea that dispositional humility is a positive quality with possible benefits. In Study 1, 135 college students completed Humility and Self-Esteem Implicit Association Tests (IATs) and several self-report measures of personality self-concept. Fifty-four participants also completed the Humility IAT again approximately 2 weeks later and their humility was rated by close acquaintances. The Humility IAT was found to be internally and temporally consistent. Implicit humility correlated with self-reported humility relative to arrogance, implicit self-esteem, and narcissism (inversely). Humility was not associated with self-reported low self-esteem, pessimism, or depression. In fact, self-reported humility relative to arrogance correlated positively with self-reported self-esteem, gratitude, forgiveness, spirituality, and general health. In addition, self-reported humility and acquaintance-rated humility correlated positively; however, implicit humility and acquaintance-rated humility were not strongly associated. In Study 2, to examine the idea that humility might be associated with increased academic performance, we examined actual course grades of 55 college students who completed Humility and Self-Esteem IATs. Implicit humility correlated positively with higher actual course grades when narcissism, conscientiousness, and implicit self-esteem were simultaneously controlled. Implications and future research directions are discussed.     

On the prediction of academic performance with personality traits: A replication study

We describe a large sample study (N = 652) that had two purposes. The first was to replicate a previous study (Paunonen & Ashton, 2001a, Journal of Research in Personality) in which we showed that lower-level personality trait measures related to achievement motivation predict the academic success of university students. The second purpose was to test our earlier conclusion that such lower-level traits are frequently superior to broader personality factors for accuracy in prediction. Both purposes were met in this study, providing more evidence for our general claim that aggregating narrow personality trait measures into broad factor measures can sometimes have negative consequences regarding the prediction and understanding of important outcomes, including academic performance.     

Mindfulness as a moderator of the effect of implicit motivational self-concept on day-to-day behavioral motivation

Drawing from theories regarding the role of awareness in behavioral self-regulation, this research was designed to examine the role of mindfulness as a moderator between implicit motivation and the motivation for day-to-day behavior. We hypothesized that dispositional mindfulness (Brown and Ryan, J Pers Soc Psychol, 84, 822–848, 2003) would act to modify the expression of implicit autonomy orientation in daily behavioral motivation. Using the Implicit Association Test (Greenwald et al. J Pers Soc Psychol, 74, 1464–1480, 1998), Study 1 provided evidence for the reliability and validity of a new measure of implicit autonomy orientation. Using an experience-sampling strategy, Study 2 showed the hypothesized moderating effect, such that implicit autonomy orientation predicted day-to-day motivation only for those lower in dispositional mindfulness. Those higher in mindfulness showed more autonomously motivated behavior regardless of implicit orientation toward autonomy or heteronomy. It also showed that this moderating effect of awareness was specific to mindfulness and was primarily manifest in spontaneous behavior. Discussion focuses on the implications of these findings for dual process theory and research.

The Big Five personality traits as antecedents of eco-friendly tourist behavior

This article reports the findings of a study, conducted among 227 foreign tourists who visited Cyprus, that aimed to identify the relationships between the Big Five personality dimensions and tourists’ environmentalism. Structural equation modeling revealed that Agreeableness, Conscientiousness, Extraversion, and Neuroticism are positively associated with pro-environmental tourist behavior. In contrast, no significant relationship was observed between Openness and ecological action.     

On the predictive validity of indirect attitude measures: Prediction of consumer choice behavior on the basis of affective priming in the picture-picture naming task

Recent studies have revealed that robust and replicable affective priming of naming responses can be obtained when pictures are used as primes and targets. The aim of the present research was to examine the predictive validity of affective priming effects that are obtained with the picture-picture naming task. In two studies that were modeled after [Karpinski, A., & Hilton, J. L. (2001). Attitudes and the Implicit Association Test. Journal of Personality and Social Psychology, 81, 774-778], we observed that individual difference scores that are obtained with the naming task exhibit good predictive validity. Both practical and theoretical implications of this finding are discussed.     

Construct validity of the Sivik Psychosomaticism test and test of Operational style: Correlations with four Minnesota Multiphasic Personality Inventory (MMPI) subscales

To evaluate the construct validity (convergent and divergent) of the Sivik Psycho Somaticism test (SPS) and test of Operationality (OPER), Pearson correlation coefficients between SPS scales and subscales, OPER and Minnesota Multiphasic Personality Inventory (MMPI) subscales Hypochondria (Hs), Depression (D), Hysteria (Hy) and Alexithymia (Al) were calculated. Eighty-eight healthy individuals and 285 psychosomatic patients completed the SPS and OPER tests and MMPI; Hs, D, Hy and Al. The results show that most of the SPS subscales and OPER are significantly correlated to several MMPI subscales in both a normal and a psychosomatic population. The results are in concordance with the theoretical hypotheses and confirm the validity of the SPS and OPER constructs.     

The implicit self and the specificity-matching principle: Implicit self-concept predicts domain-specific outcomes

According to the specificity-matching principle (Swann, Chang-Schneider, & McClarty, 2007), specific aspects of self-concept should predict domain specific outcomes, rather than broader outcomes. The purpose of the current study was to determine whether this principle, which has thus far been examined using explicit measures of the self, extends to the implicit self-concept. We tested this idea in the domain of math achievement. We observed that explicit math self-concept was correlated with specific outcomes (measures of math achievement), whereas explicit self-esteem was correlated with a broad outcome (satisfaction with life). Thus, we replicated the specificity-matching principle using explicit measures of self-esteem and self-concept. Moreover, we found that implicit self-concept was correlated with domain-specific outcomes, but not a global outcome, as the specificity-matching principle would predict. Furthermore, regression analyses indicated that implicit self-concept accounted for unique variance in the domain-specific outcomes, for which the other measures of the self could not account. Taken together, we conclude that the specificity-matching principle does indeed extend to the implicit self-concept.     

Correlated change of Big Five personality traits across the lifespan: A search for determinants

Correlated change between different personality traits has recently caught the attention of researchers studying personality development. We conducted two studies to examine age effects (Study 1) and effects of cognitive ability (Study 2) on this phenomenon. Results indicated that correlated change was relatively stable from adolescence through adulthood, and then increased after age 70. Second, correlated change was greater among traits that have been linked to the same developmental processes (e.g., social investment or maturation of specific neurological systems). Third, cognitive ability was negatively associated with correlated change. Collectively, our findings suggest that personality change is partly driven by broad mechanisms affecting multiple traits. Associations with age and cognitive ability provide important leads regarding the possible nature of these mechanisms.     

自爱与他爱:自恋、共情与内隐利他的关系

自恋者具有低共情的人格特征,而共情是引发利他行为的重要动力。本文通过两个实验研究试图揭示不同情境下,自恋对共情与内隐利他的影响。结果表明:(1)自恋组与非自恋组被试均存在内隐利他倾向,且自恋组的内隐利他倾向显著低于非自恋组;(2)自恋组的共情能力显著低于非自恋组,其中,自恋组在情绪共情上显著低于非自恋组被试,两组在认知共情上差异不显著;(3)共情诱发对自恋组被试的共情与内隐利他均有显著影响。启动条件下自恋组被试的共情水平与内隐利他倾向显著高于控制条件下自恋组被试,且达到与非自恋组被试相同的水平,而非自恋组被试的共情与内隐利他倾向在两种实验条件下差异不显著;(4)共情诱发显著提高了自恋组被试的情感而非认知共情水平。