Statistical Learning of Unfamiliar Sounds as Trajectories Through a Perceptual Similarity Space

In typical statistical learning studies, researchers define sequences in terms of the probability of the next item in the sequence given the current item (or items), and they show that high probability sequences are treated as more familiar than low probability sequences. Existing accounts of these phenomena all assume that participants represent statistical regularities more or less as they are defined by the experimenters—as sequential probabilities of symbols in a string. Here we offer an alternative, or possibly supplementary, hypothesis. Specifically, rather than identifying or labeling individual stimuli discretely in order to predict the next item in a sequence, we need only assume that the participant is able to represent the stimuli as evincing particular similarity relations to one another, with sequences represented as trajectories through this similarity space. We present experiments in which this hypothesis makes sharply different predictions from hypotheses based on the assumption that sequences are learned over discrete, labeled stimuli. We also present a series of simulation models that encode stimuli as positions in a continuous two‐dimensional space, and predict the next location from the current location. Although no model captures all of the data presented here, the results of three critical experiments are more consistent with the view that participants represent trajectories through similarity space rather than sequences of discrete labels under particular conditions.     

Making Numbers Come to Life: Two Scoring Methods for Creativity in Aurora's Cartoon Numbers

Although creativity has long been recognized as an important aspect of mathematical thinking, both for the advancement of the field and in students' developing expertise in mathematics, assessments of student creativity in that domain have been limited in number and focus. This article presents an assessment developed for creativity that provides a score for mathematical creativity (MaC) in addition to a score for general creativity in the numeric domain, or what we might call numerical creativity (NuC). We developed different rating scales for each and then explored how each scoring method accounts for the students' mathematical/numerical and creative skills. The psychometric properties for both scoring approaches were examined. Each method was shown to reflect different relationships with other performance tests. In addition, it is proposed that MaC may provide useful insight into students' levels of adaptive expertise in mathematics, as reflected by their ability to apply mathematical knowledge (i.e., language, operations, concepts) to novel situations, representing an informative supplement to performance indicators of math achievement.     

Interpersonal coping styles and couple relationship quality: Similarity versus complementarity hypotheses

This study employs a dyadic approach and examines how two partners' interpersonal coping styles may independently and jointly predict their relationship quality. Hypotheses were derived on the basis of dyadic coping theory focusing on how similar versus complementary styles of interpersonal coping may be useful in explaining couples' relationship quality. On the basis of attachment theory and self‐determination theory, three interpersonal coping styles were included: dismissive, adaptive, and anxious/expressive. Data were collected from 123 romantic couples. Actor–partner interdependence models revealed that interpersonal coping styles were related to self‐perceived (actor effect) and partner‐perceived (partner effect) relationship quality. Furthermore, results also showed that relationship quality was predicted by the interactions between self's and partner's interpersonal coping styles. Findings suggest that future research should focus on understanding interpersonal coping behaviors of both partners in a relationship, especially the complex interactions between two partners' characteristics and their effects on relationship outcomes. Copyright © 2014 John Wiley & Sons, Ltd.     

A Quantitative Empirical Analysis of the Abstract/Concrete Distinction

This study presents original evidence that abstract and concrete concepts are organized and represented differently in the mind, based on analyses of thousands of concepts in publicly available data sets and computational resources. First, we show that abstract and concrete concepts have differing patterns of association with other concepts. Second, we test recent hypotheses that abstract concepts are organized according to association, whereas concrete concepts are organized according to (semantic) similarity. Third, we present evidence suggesting that concrete representations are more strongly feature‐based than abstract concepts. We argue that degree of feature‐based structure may fundamentally determine concreteness, and we discuss implications for cognitive and computational models of meaning.     

Self‐construal and students’ math self‐concept,anxiety and achievement: An examination of achievement goals as mediators

This study examines the role of self‐construal in student learning by testing a mediation model: through math achievement goals, self‐construal predicts math self‐concept and anxiety, which further predict math achievement. A sample of 1196 students from 104 secondary classes in Singapore took a survey and a math achievement test. The results from multi‐group structural equation modelling support measurement invariance and equal path coefficients in the mediation model between boys and girls. Interdependent self‐construal positively predicted mastery approach and avoidance goals, through which interdependent self‐construal had a positive total indirect effect on math anxiety. Independent self‐construal positively predicted mastery approach, performance approach and performance avoidance goals, and through the two approach goals, high independent self‐construal was associated with high math self‐concept. Overall, self‐construal was not associated with math achievement. The findings enhance our understanding of achievement motivation from a sociocultural perspective and help explain East Asian students’ relatively higher anxiety and lower self‐concept in comparison with their Western counterparts as reported in international studies.     

顿悟问题解决不同阶段中工作记忆的作用

该研究探讨了顿悟问题解决不同阶段中工作记忆的作用。在实验1中,以87名大学生为被试,使用多种工作记忆广度任务和言语顿悟任务,探讨了工作记忆对于言语顿悟问题解决不同阶段的影响;在实验2中,以119名大学生为被试,使用多种工作记忆广度任务和空间顿悟任务,探讨了工作记忆对于空间顿悟问题解决不同阶段的影响。研究结果表明,初始搜索阶段与重构阶段是相对独立的两个阶段;工作记忆对于顿悟问题解决的不同阶段有着不同的影响,它主要影响顿悟问题解决的初始搜索阶段,工作记忆能力越强,初始搜索阶段所需时间越少;工作记忆对于顿悟问题解决的重构阶段无显著影响,这一点支持了关于重构内在机制的特殊过程观。     

Ratings of physical attractiveness within young,romantically engaged couples in Malaysia

This study examined the matching hypothesis, the positive illusions effect and the love is blind bias in young, romantically engaged couples in Malaysia. Each member of 58 young, romantically engaged heterosexual couples completed the Body Esteem Scale and items assessing physical attractiveness in relation to themselves and their partner. In support of the matching hypothesis, partners' perceptions of their own and their partner's facial and bodily attractiveness were significantly correlated. The positive illusions effect and the love is blind bias were also evident, with participants' ratings of partners being greater than both their own self‐ratings and their partner's self‐ratings of physical attractiveness. Although our findings suggest that these phenomena related to perceptions of physical attractiveness are evident across cultures, further studies are required.