Approaching math increases math = me and math = pleasant

In two studies, we examined the effect of extensive practice in approaching math on implicit identification with math, implicit math attitudes, and behavior during a math test. The results from Study 1 demonstrated that women trained to approach math showed more identification with and positive implicit attitudes toward math than women trained to avoid math. Notably, this latter pattern of findings was only evident for women low in initial identification with this field. The results from Study 2 replicated these findings by showing that women who were initially low in math identification and trained to approach math showed more implicit identification with math and attempted more items on a math test than women trained to respond to math in a neutral way. The implications of these findings for current theorizing on the gender gap in women’s representation in math related careers are discussed.     

What’s in a Name? Two Approaches to Evaluating the Label Feminist

Across two studies, we employed unique approaches to investigating the meaning of the label feminist using a sample of undergraduates from a large Northeastern university in the U.S. In Study 1 (N = 60), we utilized an impression formation paradigm to investigate the meaning of the label feminist when applied to typical college student. The results revealed that feminist males were rated less favorably than nonfeminist males and feminist females were rated more favorably than nonfeminist females. In Study 2 (N = 112), we examined the context-free associations that people have with the label feminist using two implicit attitude measures. Females reported positive implicit associations with the label feminist while males expressed neutral to slightly negative implicit associations with feminists.     

Intentional control based on familiarity in artificial grammar learning

It is commonly held that implicit learning is based largely on familiarity. It is also commonly held that familiarity is not affected by intentions. It follows that people should not be able to use familiarity to distinguish strings from two different implicitly learned grammars. In two experiments, subjects were trained on two grammars and then asked to endorse strings from only one of the grammars. Subjects also rated how familiar each string felt and reported whether or not they used familiarity to make their grammaticality judgment. We found subjects could endorse the strings of just one grammar and ignore the strings from the other. Importantly, when subjects said they were using familiarity, the rated familiarity for test strings consistent with their chosen grammar was greater than that for strings from the other grammar. Familiarity, subjectively defined, is sensitive to intentions and can play a key role in strategic control.     

Implicit learning for probable changes in a visual change detection task

Previous research demonstrates that implicitly learned probability information can guide visual attention. We examined whether the probability of an object changing can be implicitly learned and then used to improve change detection performance. In a series of six experiments, participants completed 120–130 training change detection trials. In four of the experiments the object that changed color was the same shape (trained shape) on every trial. Participants were not explicitly aware of this change probability manipulation and change detection performance was not improved for the trained shape versus untrained shapes. In two of the experiments, the object that changed color was always in the same general location (trained location). Although participants were not explicitly aware of the change probability, implicit knowledge of it did improve change detection performance in the trained location. These results indicate that improved change detection performance through implicitly learned change probability occurs for location but not shape.     

Implicit and explicit spatial-numerical representations diverge in number-form synesthetes

In number-form (NF) synesthesia—a condition in which people report vivid, automatic and consistent mental layouts for numerical sequences—numbers and space are closely linked. These explicit associations are similar to the implicit associations demonstrated by the Spatial-Numerical Association of Response Codes (SNARC) effect. Thus, NF synesthesia offers a unique opportunity to investigate spatial-numerical associations. We tested implicit and explicit representations in NF synesthetes using a multiple case-study design. Over two sessions, synesthetes participated in a semi-structured interview focusing on the nature of their associations, as well as SNARC and number line estimation tasks. Contrary to our hypotheses, only one synesthete demonstrated SNARC effects congruent with her reported form, whereas two others exhibited SNARC effects that were the opposite of their explicit NFs. While this inconsistency between implicit and explicit representations may indicate separate underlying cognitive mechanisms, factors such as task-specific constraints and strategic variability must also be considered.     

Culture,method, and the content of self-concepts: Testing trait,individual–self-primacy,and cultural psychology perspectives

Three theoretical perspectives on cultural universals and differences in the content of self-concepts were tested in individualistic (United States, n = 178; Australia, n = 112) and collectivistic (Mexico, n = 157; Philippines, n = 138) cultures, using three methods of self-concept assessment. Support was found for both trait perspectives and the individual–self-primacy hypothesis. In contrast, support for cultural psychology hypotheses was limited because traits and other personal attributes were not more salient, or social attributes less salient, in individualistic cultures than collectivistic cultures. The salience of some aspects of self-concept depended on the method of assessment, calling into question conclusions based on monomethod studies.     

Measuring Big-Five personality dimensions with the implicit association test – Implicit personality traits or self-esteem?

We examined whether the implicit association test (IAT) could serve as an implicit measure of the dimensions of the Five-Factor Model of Personality. In the first study (N = 84) IAT-effects of the Big-Five (Extraversion, Agreeableness, Conscientiousness, Neuroticism and Openness) were found and the IAT showed good internal consistencies and convergent validity with an explicit Big-Five questionnaire (NEO-FFI-30). In a second study (N = 50), conducted to determine the overlap of the personality-IATs with implicit self-esteem, the Extraversion and the Neuroticism-IAT were shown to correlate with a self-esteem-IAT only moderately.     

Faulty assumptions: A comment on Blanton, Jaccard, Gonzales, and Christie (2006)

Blanton, Jaccard, Gonzales, and Christie [Blanton, H., Jaccard, J., Gonzales, P., Christie, C. (2006). Decoding the Implicit Association Test: implications for criterion prediction. Journal of Experimental Social Psychology, 42, 192-212.] assert that the Implicit Association Test (IAT) imposes a model that portrays relative preferences as the additive difference between single attitudes. This assertion is misplaced because relative preferences do not necessarily reduce to component attitudes. BJGC also assume that the IAT conditions represent two indicators of the same construct. This assumption is incorrect, and is the cause of their poor-fitting models. The IAT, like other experimental paradigms, contrasts performance between interdependent conditions, and cannot be reduced to component parts. This is true whether calculating a simple difference between conditions, or using the IAT D score. D—an individual effect size that is monotonically related to Cohen’s d—codifies the interdependency between IAT conditions. When their unjustified psychometric assumptions are replaced with plausible assumptions, the models fit their data very well, and basis for their poor-fitting models becomes clear.     

Fluctuations in state implicit self-esteem in response to daily negative events

A repeated assessment study examined changes in state implicit self-esteem after negative events. Multilevel analyses revealed that trait explicit self-esteem and self-concept clarity moderated the within-person association between daily negative events and state implicit self-esteem. People with low trait explicit self-esteem or low self-concept clarity experienced decreases in state implicit self-esteem when they experienced negative life events. In contrast, for people with high trait explicit self-esteem or high self-concept clarity, state implicit self-esteem remained stable after negative events. In addition, changes in state implicit self-esteem remained significant after controlling for state explicit self-esteem and daily negative affect. This study is the first to study changes in implicit self-esteem in the context of daily life events.     

A Linguistic Comparison of Letters of Recommendation for Male and Female Chemistry and Biochemistry Job Applicants

Letters of recommendation are central to the hiring process. However, gender stereotypes could bias how recommenders describe female compared to male applicants. In the current study, text analysis software was used to examine 886 letters of recommendation written on behalf of 235 male and 42 female applicants for either a chemistry or biochemistry faculty position at a large U.S. research university. Results revealed more similarities than differences in letters written for male and female candidates. However, recommenders used significantly more standout adjectives to describe male as compared to female candidates. Letters containing more standout words also included more ability words and fewer grindstone words. Research is needed to explore how differences in language use affect perceivers’ evaluations of female candidates. This research was supported by National Institute of Mental Health Grant #1R01MH071749 to the first author and a University of Arizona grant from the College of Science Millennium Report Oversight Committee awarded to the third author.