Meta‐Analyses of the Relationship of Creative Achievement to Both IQ and Divergent Thinking Test Scores

There is disagreement among researchers about whether IQ tests or divergent thinking (DT) tests are better predictors of creative achievement. Resolving this dispute is complicated by the fact that some research has shown a relationship between IQ and DT test scores (e.g., Runco & Albert, 1986; Wallach, 1970). The present study conducted meta‐analyses of the relationships between creative achievement and both IQ and DT test scores. The analyses included 17 studies (with 5,544 participants) that established the correlation coefficients between IQ and creative achievement and 27 studies (with 47,197 participants) that established the correlation coefficients between DT test scores and creative achievement. Marginal, but statistically significant, Fisher's Z‐transformed correlation coefficients were revealed. The analysis found a significantly higher relationship between DT test scores and creative achievement (r = .216) than between IQ test scores and creative achievement (r = .167). The differences in the correlation coefficients were explained by differences in DT tests, creative achievement types, predicted time periods, and creativity subscales. The significant independent moderator effect for different DT tests indicates that the Torrance Tests of Creative Thinking (TTCT) predict creative achievement better than any other DT test included in this study. Among the creative achievement types, music is predicted the best by IQ and all others are predicted best by DT tests. Among the time periods evaluated, the relationship between DT test scores and creative achievement had the highest correlation at the period of 11–15 years.     

情绪汉词的主动遗忘效应:ERP研究

尽管证明人类具有主动遗忘能力的研究比较多,但是,探索情绪汉词主动遗忘效应以及电生理机制的实验却非常少。本研究采用事件相关电位技术、T/NT范式探索情绪汉词主动遗忘效应。实验一(行为研究)的结果显示,在中性和情绪汉词条件下,不回忆组的正确率都显著低于基线组,即得到了主动遗忘效应。同时,情绪汉词的主动遗忘效应量小于中性汉词。实验二(脑电研究)结果显示,在200-300ms,Fz,Cz,Pz电极点,回忆组的P2波幅高于不回忆组。在300-400ms,在Fz,Cz,Pz电极点,不回忆组的N2波幅高于回忆组。N2跟抑制过程高度相关,提示抑制是主动遗忘的一个主要原因。在400-500ms,在Pz电极点,回忆组的LPC波幅高于不回忆组。顶叶LPC跟记忆提取高度相关,提示主动遗忘阻止了回忆,这可能是主动遗忘效应发生的内在机制     

On economic theories of creativity

Creativity is a key ingredient of organizational effectiveness, business innovation, and entrepreneurship. Yet there remain substantial gaps in the literature in terms of understanding the antecedents of creative achievement. This study investigated the effect of perfectionism, employee engagement, and entrepreneurial potential as predictors of creative achievement. As predicted, Structural Equation Modelling demonstrated that entrepreneurial potential was significantly and positively related to all creative achievement outcomes. The hypothesised negative relationship between perfectionism and creative achievement was not supported. Furthermore, no significant associations were found between employee engagement and creative achievement. Implications are discussed in terms of the importance of entrepreneurial potential as a determinant of creative achievements.     

Generality of creativity across performance domains

The existence of general creative‐thinking skills was investigated. In the first study, 50 eighth‐grade students wrote poems, stories, mathematical equations, and mathematical word problems, all of which were rated for creativity by experts. When the effects of IQ reading achievement, and math achievement were controlled through multiple regression analyses, creativity scores on the four tasks were not correlated. This suggests that general creative‐thinking skills did not contribute to creative performance in these different tasks. Subjects also responded to a brief verbal fluency test. Scores on this test correlated significantly with story‐writing creativity (r = .34) but not with the other three tasks. Three follow‐up studies were conducted with second‐, fourth‐, and fifth‐grade students, and adults. These studies also produced no significant correlations among creativity ratings of various products.     

Academic Self-concept and Educational Attainment Level: A Ten-year Longitudinal Study

The purpose of this study was to test children's academic self-concept, family socioeconomic status, family structure (single parent vs. two parent family) and academic achievement in elementary school as predictors of children's educational attainment level in young adulthood within a ten-year longitudinal design. Participants (254 girls, 211 boys) were three cohorts of students in Grades 3, 4, and 5 from ten elementary schools. Results from structural equation modeling revealed that academic self-concept predicted educational attainment level ten years later over and above prior achievement. Moreover, this pattern of results was invariant across cohorts. In addition, regression analyses based on a restricted sample (n?=?243) indicated that the academic self-concept/educational attainment level relation was still significant while controlling for family SES, family structure (single parent vs. two parent family), and academic achievement. Discussion focuses on the theoretical and practical implications of the results.     

The Road to Creative Achievement: A Latent Variable Model of Ability and Personality Predictors

This study investigated the significance of different well‐established psychometric indicators of creativity for real‐life creative outcomes. Specifically, we tested the effects of creative potential, intelligence, and openness to experiences on everyday creative activities and actual creative achievement. Using a heterogeneous sample of 297 adults, we performed latent multiple regression analyses by means of structural equation modelling. We found openness to experiences and two independent indicators of creative potential, ideational originality and ideational fluency, to predict everyday creative activities. Creative activities, in turn, predicted actual creative achievement. Intelligence was found to predict creative achievement, but not creative activities. Moreover, intelligence moderated the effect of creative activities on creative achievement, suggesting that intelligence may play an important role in transforming creative activities into publically acknowledged creative achievements. This study supports the view of creativity as a multifaceted construct and provides an integrative model illustrating the potential interplay between its different facets. © 2013 The Authors. European Journal of Personality published by John Wiley & Sons Ltd on behalf of European Association of Personality Psychology.     

Exploring the Link Between Mind Wandering,Mindfulness, and Creativity: A Multidimensional Approach

Even if mind wandering (MW) and mindfulness have traditionally been intended as separate and antithetical constructs, the roles of these 2 mental states on creative behavior were jointly explored in this article. In particular, MW was analyzed in light of a recent approach suggesting a differentiation between deliberate and spontaneous MW, whereas mindfulness was analyzed by distinguishing its 5 different constitutional dimensions: observing, acting with awareness, describing, nonreactivity, and nonjudging. The influence on creativity of these 2 mental states was analyzed using a sample of 77 undergraduate students both on a performance index (i.e., originality) and on a self-report index (i.e., creative achievement). Results showed that MW and mindfulness dimensions predicted creative behavior both alone and in combination, suggesting a complex interdependence between these 2 mental states within the creative thinking process. In particular, the critical importance of distinguishing between deliberate and spontaneous MW was revealed by a final path analysis, which revealed the opposite effects of these 2 dimensions on originality and creative achievement. That is, deliberate MW positively predicted creative performance, whereas spontaneous MW was negatively associated with such performance. Moreover, the nonreactivity and awareness dimensions of mindfulness, the latter in interaction with deliberate MW, emerged as main predictors of response originality. Finally, the describing facet of mindfulness predicted creative achievement both directly and indirectly through an interaction with deliberate MW. The implications emerging from the adoption of a multi-dimensional approach to the analysis of MW and mindfulness in the study of creativity are discussed herein.     

On the importance of being masculine: Sex role,attribution, and women's career achievement

The present study investigated the relation between sex-role identification and career achievement in working women. Women classified as feminine in Bem's Sex Role Inventory achieved less in their careers, attributed their career performance less to ability and effort, and had parents with lower educational expectations for them than women classified as masculine. Multiple regression analysis of a number of correlates revealed that education level and masculinity were the only significant predictors of career achievement in women. When education was not included in the regression analysis, both masculinity and the absence of femininity predicted women's achievement.This study is based on an honor's thesis by Gail E. Kettlewell and is supported by a Social Sciences and Humanities Research Council grant to P. T. P. Wong.     

How Much Does Creative Teaching Enhance Elementary School Students' Achievement?

This study examined the relationship between creative teaching and elementary students' achievement gains. Forty‐eight upper elementary school teachers' classroom instruction was observed and evaluated over the course of 8 different lessons throughout the year. For each teacher, during each lesson, both a creative teaching frequency score and a quality score were derived. These scores were then used as predictor variables in a structural equation model to determine the magnitude of the relationship between creative teaching and classroom achievement gains in reading, language, and mathematics. Our results demonstrated that (a) the majority of teachers do not implement any teaching strategies that foster student creativity; (b) teachers who elicit student creativity turn out students that make substantial achievement gains; and (c) classrooms with high proportions of minority and low‐performing students receive significantly less creative teaching.     

Concurrent validity of the WISC-R factor scores

This study investigated the efficacy of predicting academic achievement as measured by the Wide Range Achievement Test using the factor scores of the Wechsler Intelligence Scale for Children-Revised as potential predictors. Both instruments were administered to 200 school children referred for psychological evaluations. Factor scores for the WISC-R were computed according to equations provided by Gutkin (1978). These factor scores then were regressed in a stepwise manner on the Reading, Spelling, and Arithmetic standard scores from the Wide Range Achievement Test. Stepwise regressions also were performed using the traditional Verbal and Performance IQs as the potential predictors. A comparison was made between the results obtained by use of the factors or the more common scores. The results indicated that the Freedom From Distractibility factor score significantly aided in the prediction of Reading and Spelling achievement and was of primary importance in predicting Arithmetic achievement. When the stepwise results using the different scores were contrasted, the factor scores accounted for appreaciably more variance in Arithmetic than did the traditional Verbal and Performance IQs. Derived regression equations are reported along with a discussion of the interpretability of the Freedom From Distractibility factor.     

Confinement during Covid-19 outbreak modifies athletes’ self-based goals

Because achievement goals are context-specific, the study first investigated the evolution of two achievement goals of 697 regular athletes, namely self-approach goals (improving oneself) and self-avoidance goals (avoiding regression), before and during the confinement situation and the physical exercise restrictions due to the Covid-19 outbreak. Secondly, we sought to examine the potential predicting role of self-approach and self-avoidance goals on athletes’ intention to exercise during confinement, while self-avoidance goals were usually not related to this outcome in a more traditional context. Using a retrospective correlational design, the results of repeated measures ANOVA highlighted that self-approach goals scores decreased while self-avoidance goals scores increased and became the athletes’ goals with the highest score during confinement. The results of hierarchical regression analyses showed that self-approach and self-avoidance goals were both found as positive predictors of intention to exercise during confinement. This study reinforces the assumptions that (a) a specific achievement setting encourages the adoption of different achievement goals (which was identified here with regular athletes in an unusual context of confinement), (b) self-avoidance goals are not always maladaptive, and (c) shifting among multiple goals according to the requirements of the situation may be beneficial.     

Resources Matter: Combined Influence of Job Demands and Job Control on Creative Process Engagement

Considerable research has been conducted on employee creativity, but it has generally focused on creative outcomes and rarely paid attention to employees’ engagement in creative processes, that is, creative process engagement. Further, job characteristics as antecedents are little understood. Drawing on the job demands-resources model and the conservation of resources theory, this study examines the relationship between challenge-hindrance demands and creative process engagement at different levels of job control. In total, 572 questionnaires from China were used to test our proposed model through hierarchical regression analysis. The results show that when job control is high, the effect of challenge demands on creative process engagement is U-shaped, while that of hindrance demands is negative. When job control is low, both challenge and hindrance demands are not related to creative process engagement.     

中学生自我评价水平的发展及其与学业成绩之间的关系

目的：考察中学生自我评价的发展及其与学业成绩的关系。方法：使用About me问卷与长处和困难问卷（SDQ）来调查中学生的自我评价水平,选取语文、数学英语和总成绩作为学业成绩的指标,对自我评价和学业成绩进行了相关和回归分析。结果：（1）初中生的学业自我评价要好于高中生;（2）中学生自我评价的学业努力程度和学业能力与学业成绩间存在正相关,尤其是自我评价的学业能力对各种学业成绩的正向预测作用都较大。长处和困难方面只有总分对数学成绩的负向预测作用较大。结论：不同年级学生在自我评价的不同方面表现出不同特征,初二年级在学业自我评价和长处困难上的得分都较高;学业自我评价对学业成绩的预测作用较明显,本研究中发现对困难方面的自我评价与学业成绩间的关系较弱,但困难总分对于数学成绩有一定的负向预测作用。     

Consumer Masculinity Behavior Among College Students and Its Relationship to Self Esteem and Media Significance

The purpose of the study was to investigate male college students in the southeastern United States to identify factors associated with consumer masculinity behavior. The variables of self-esteem and media significance were tested as possible predictors of consumer masculinity behavior. A total of 219 surveys were used as the sample for this study. Pearson correlation analysis tested relationships among the variables, and linear regression was used to further test the nature of the relationships identified. Results indicated that media significance and appearance-related self-esteem were significant predictors of consumer masculinity behavior. Limitations and implications are discussed.     

女大专生自主学习策略与学业等级关系研究

为了解女大专生的自主学习策略与学业等级关系,随机整群选取了学前03大专毕业班的147名女生进行了自主学习策略问卷调查。结果发现:女大专生自主学习策略水平处于一般中等水平,她们较多采用复述策略、规范策略;较少采用批判思考策略和计划策略。学业低分组女大专生在复述策略得分上显著高于高分组,在其它策略得分上均显著低于高分组。影响女大专生学业成绩的是批判策略、组织策略、复述策略、监控策略等因子共同影响的结果,但复述策略阻碍学业成绩提高和发展。     

Working Memory,Cerebellum, and Creativity

There is little doubt that career experiences contribute to scientific achievement; however this relationship has yet to be thoroughly investigated in terms the effects on scientific creativity. In this study, a historiometric approach was used to examine 3 areas of adult career experiences common to scientific achievement. In doing so, prior theoretical work was used to identify career experiences relevant to scientific achievement, and 3 theoretical models were proposed to account for these experiences—adversity, collaborations, and work strategies. Biographies of eminent scientists were then content coded and analyzed. The results indicated that the adversity model did not predict scientific creativity. However, the work strategies model and, to some degree, the collaborations model showed some promise in understanding the development of creative potential in scientists. The nature of the significant relationships among the model components and scientific creativity are discussed in addition to their implications for the development of the creative potential of scientists.     

Creative Artistic Achievement Is Related to Lower Levels of Alexithymia

Alexithymia is characterized by deficits in the ability to identify, differentiate, and describe emotions—abilities that are of importance for social interactions, well-being, and, consequently, also for health. The aim of this study was to investigate whether achievements in cultural activities are associated with alexithymia. Participants from the Swedish Twin Registry were 2,279 men and 3,152 women in the ages 27 to 54. Cultural achievement was measured with the Creative Achievement Questionnaire (CAQ) in which participants estimate their achievement in the domains writing, music, visual arts, theater, and dance on a 7-point scale. Alexithymia was measured with the Toronto Alexithymia Score (TAS 20). In sex separated, age, and education-adjusted multivariate analyses, nonpractitioners, amateurs, and professionals in the 5 different CAQ domains were compared with regard to alexithymia scores. For both men and women, achievement in writing and music contributed statistically and independently of one another to a low alexithymia score. In addition, achievement in visual arts contributed independently to low alexithymia score in men and achievement in theatre to low alexithymia score in women. Total creative achievement was calculated as a sum score across domains, and the distribution divided into tertile groups. These groups were compared with regard to alexithymia scores. Large tertile differences were found in both sexes. The results show differences between modalities and cumulative effects of multiple creative achievements.     

Leaders' achievement goals and their integrative management of creative ideas voiced by subordinates or superiors

The purpose of this research was to examine the joint impact of leader achievement goals and hierarchical position of the voicer of creative ideas (subordinate vs. superior) on the extent to which leaders (intent to) integrate these voiced creative ideas with their own ideas (integrative idea management). In a scenario‐based survey (study 1; N = 189), in which we measured participants' achievement goals, we found that the relationship between leaders' performance goals and their intention to integrate voiced creative ideas is contingent on the hierarchical position of the idea voicer. Similarly, in an experimental study (study 2; N = 94), in which we experimentally induced achievement goals, we found that leaders display lower integrative intentions when ideas are voiced by a subordinate rather than a superior, but this was only true for leaders pursuing performance goals. Furthermore, the results of an additional, exploratory analysis suggest that the hierarchical position of the voicer of creative ideas had an indirect effect on integrative behavior through integrative intentions for performance goal leaders and no effect for mastery goal leaders. Together, these findings advance our understanding of how middle management leaders are influenced by their own achievement goals when managing the creative ideas voiced by subordinates and superiors.     

Mathematics beliefs and instructional strategies in achievement of elementary-school students in Japan: results from the TIMSS 2003 assessment

Recent findings concerning mathematics assessment indicate that students in Japan consistently score above international averages. Researchers have examined specific mathematics beliefs and instructional strategies associated with mathematics achievement for students in Japan. This study examined relationships among self-beliefs, classroom instructional strategies, and mathematics achievement for a large national sample of students (N=4,207) from the TIMSS 2003 international sample of fourth graders in Japan. Several significant relationships between mathematics beliefs and test scores were found; a number of classroom teaching strategies were also significantly associated with test scores. However, multiple regression using the complete set of five mathematics beliefs and five instructional strategies explained only 25.1% of the variance in mathematics achievement test scores.     

Predicting black and white differential item functioning in verbal analogy performance

Differential item functioning (DIF) is one technique for comparing ethnic populations that test makers employ to help ensure the fairness of their tests. The purpose of this ethnic comparison study is to investigate factors that may have a significant influence on DIF values associated with 217 SAT and 234 GRE analogy items obtained by comparing large samples of Black and White examinees matched for total verbal score. In one study, five significant regression predictors of ethnic differences were found to account for approximately 30% of the DIF variance. A second study replicated these findings. These significant ethnic comparisons are interpreted as consistent with a cultural/contextualist framework although competing explanations involving social-economic status and biological contributions could not be ruled out. Practical implications are discussed.