Reproducing affective norms with lexical co-occurrence statistics: Predicting valence,arousal, and dominance

Human ratings of valence, arousal, and dominance are frequently used to study the cognitive mechanisms of emotional attention, word recognition, and numerous other phenomena in which emotions are hypothesized to play an important role. Collecting such norms from human raters is expensive and time consuming. As a result, affective norms are available for only a small number of English words, are not available for proper nouns in English, and are sparse in other languages. This paper investigated whether affective ratings can be predicted from length, contextual diversity, co-occurrences with words of known valence, and orthographic similarity to words of known valence, providing an algorithm for estimating affective ratings for larger and different datasets. Our bootstrapped ratings achieved correlations with human ratings on valence, arousal, and dominance that are on par with previously reported correlations across gender, age, education and language boundaries. We release these bootstrapped norms for 23,495 English words.     

儿童情绪理解发展的研究述评

近20年来,情绪理解越来越成为大家关注一个的研究领域。作者认为情绪理解可以分为对情绪状态的理解和对情绪过程的理解两部分。情绪状态的理解包括表情识别、情绪情景识别和混合情绪理解等,情绪过程的理解涉及情绪原因的理解、愿望与信念对情绪作用的理解、情绪表现规则知识和情绪调节的理解等。作者系统介绍了情绪理解的研究方法及相关研究成果,同时从研究方法和研究内容上提出目前研究的局限性,在方法上有必要对研究材料的文化适用性进行标准化,对问题和情景进行严格设计,降低对儿童语言能力的要求,还可以补充自然语言分析等方法;在内容上有必要深入探讨情绪理解过程及其作用的内部机制,开展情绪理解作用的实验研究,加强对情绪理解的个体内部影响因素的考察     

语言标识对情绪体验的影响

本研究通过两个实验考察了语言标识对个体情绪体验的调节作用。实验一探讨了中性标识对不同类型的情绪体验的影响,结果发现与韩文字符标识相比,中性双字词标识时被试对负性图片的消极情绪体验强度显著降低。实验二进一步探讨了不同情绪色彩的词语的标识效应,结果发现与中性标识相比,负性或正性标识时被试对负性图片的消极情绪体验程度更低。结果表明了语言标识对负性情绪体验具有显著的调节作用,并且标识效应的产生依赖于词汇语义信息的通达。     

Fetal Testosterone,Socio‐Emotional Engagement and Language Development

The present study investigated the relations among fetal testosterone, child socio‐emotional engagement and language development in a sample of 467 children (235 boys) from the Western Australian Pregnancy Cohort (Raine) Study. Bioavailable testosterone concentration measured in umbilical cord blood taken at birth was found to be significantly negatively correlated with socio‐emotional engagement and vocabulary development for boys but not for girls. Socio‐emotional engagement mediated the effect of boys' fetal testosterone levels on their vocabulary development. However, the size of the effects was small, and fetal testosterone and socio‐emotional engagement were no longer significant predictors of boys' vocabulary scores after accounting for the effects of other predictors including maternal age and education, parity, and parent–child book reading. It is concluded that further research into these associations is warranted in both typical and atypical development and that this research would profit from including a broader focus on the role that proximal processes such as socio‐emotional engagement, joint attention and imitation have in mediating the developmental effects of prenatal factors such as fetal testosterone exposure. Copyright © 2012 John Wiley & Sons, Ltd.     

Affective forecasting and self-rated symptoms of depression,anxiety, and hypomania: Evidence for a dysphoric forecasting bias

Emerging research has examined individual differences in affective forecasting; however, we are aware of no published study to date linking psychopathology symptoms to affective forecasting problems. Pitting cognitive theory against depressive realism theory, we examined whether dysphoria was associated with negatively biased affective forecasts or greater accuracy. Participants (n=325) supplied predicted and actual emotional reactions for three days surrounding an emotionally evocative relational event, Valentine's Day. Predictions were made a month prior to the holiday. Consistent with cognitive theory, we found evidence for a dysphoric forecasting bias—the tendency of individuals in dysphoric states to overpredict negative emotional reactions to future events. The dysphoric forecasting bias was robust across ratings of positive and negative affect, forecasts for pleasant and unpleasant scenarios, continuous and categorical operationalisations of dysphoria, and three time points of observation. Similar biases were not observed in analyses examining the independent effects of anxiety and hypomania. Findings provide empirical evidence for the long-assumed influence of depressive symptoms on future expectations. The present investigation has implications for affective forecasting studies examining information-processing constructs, decision making, and broader domains of psychopathology.     

Child and family correlates of toddlers' emotional and behavioral responses to a mishap

This study evaluated the unique and joint contributions of internal state language, externalizing behavior, and maternal talk about emotions to the prediction of toddlers' empathy‐related responsiveness. The empathy‐based guilt reactions of 47 toddlers (27 boys) were observed in response to distress that they thought they had caused. In addition, mothers reported on the children's internal state language, externalizing behavior, and empathy‐based guilt. In a separate observation, the mothers discussed emotional expressions with their children, and the functional significance of their emotional discourse was considered. Results revealed that toddlers' internal state language ability was positively related to their attempts to comprehend another's affective state and to maternal reports of children's sympathy reactions. There was also an unexpected inverse relation between externalizing behavior and arousal level. In terms of the parent measures, maternal explanations of emotions were positively related to children's attempts to comprehend another's affective state, whereas mothers' directives for children to label emotions were positively related to children's expressed emotional concern for others. The implications of these findings for understanding empathy and guilt development in young children are discussed. ©2003 Michigan Association for Infant Mental Health.     

Neglected and Rejected Children: A Social-Skills Model

This study examined the hypothesis that rejected children's inability to interact successfully with their peers stems from misperception of nonverbal communication cues, whereas neglected children have the necessary perceptual skills and their inability arises because they are unable to use them. Comparisons were made among 5- and 9-year-old neglected, rejected, and control children (six groups, N = 15 per group) on four tasks: affective empathy, cognitive empathy, decoding of facial expressions of emotion, and decoding of emotional situations. The results, which were consistent with the hypothesis, are interpreted in a social-skills model based on the work of Argyle and Powers.     

EEG coherence,joint attention and language development in the second year

Recent research has raised the hypothesis that brain maturation processes may play an important role in the linkage between infant joint attention and language development. This hypothesis was examined using EEG, joint attention and parent report language measures in a longitudinal study of 29 infants assessed at 14, 18 and 24 months of age. The results indicated that both measures of joint attention and EEG coherence at 14 months were related to language development at 24 months. Furthermore, both EEG coherence measures and joint attention measures made contributions to multiple regression equations predicting individual differences in language development. Finally, coherence data from this study were consistent with Thatcher's (1994 ) theory of different patterns of neural integration and differentiation in the early maturation of the left and right hemispheres. The implications of these results for understanding the nature of the relations between joint attention and language development, as well as the utility of EEG coherence measures in developmental neuroscience are discussed.     

Psychological contract breach,affective commitment to organization and supervisor,and newcomer adjustment: A three-wave moderated mediation model

This study examines the relationship of psychological contract breach to newcomer adjustment outcomes using affective commitments to organizations and supervisors as mediators and also looks at the moderating role of affective commitment to supervisors. Drawing from data collected at three points in time among a sample of newcomers (N = 224), we found that Time 2 affective organizational commitment mediated a positive relationship between Time 1 psychological contract breach and Time 3 turnover intention and emotional exhaustion. Moreover, affective commitment to supervisors interacted with organizational commitment such that the latter was more negatively related to Time 3 outcomes at low levels of commitment to supervisors. Similarly, the indirect relationships of psychological contract breach to Time 3 outcomes were stronger and negative at low levels of commitment to supervisors. Affective commitment's role in the psychological contract breach-outcome relationships during the entry period is discussed.     

A cognitive-behavioral intervention program for students with special reading disabilities

Interaction among cognitive, meta-cognitive, and emotional factors seems to play a determining part in achievement behavior and especially in scholastic performance. In this study some preliminary results are presented of the implementation of a multidimensional cognitive-behavioral psychoeducational program especially designed for students with reading disabilities in which parents and teachers also take part. The aim of the program was to provide students with appropriate emotional and cognitive skills with which to address their learning problems. First results on the efficacy of the implemented program to 20 primary school boys and girls with special reading disabilities encourage research on management of learning problems with focus on cognitive and emotional aspects in which parents and teachers contribute. Research including a control group is necessary.     

Getting ready for reading: A follow‐up study of inner city second language learners at the end of Key Stage 1

Background: A previous study (Stuart, 1999) showed that early phoneme awareness and phonics teaching improved reading and spelling ability in inner‐city schoolchildren in Key Stage 1, most of whom were learning English as a second language. Aims: The present study, a follow‐up of these children at the end of Key Stage 1, addresses four main questions: (1) Are these improvements maintained to the end of Key Stage 1? (2) Are different patterns of cognitive process evident in the word recognition skills of phonics trained versus untrained children? (3) Do the phonics trained children now also show a significant advantage in reading comprehension? (4) Are there differences in amount of reading, in self‐concept as readers and in oral vocabulary development between phonics trained and untrained children? Relationships between reading and spelling ages and Key Stage 1 SATs levels are also explored. Sample: Data are reported from 101 seven‐year‐olds (85 of whom were second language learners) remaining from the original 112 children reported on previously. Method: Children were tested on four standardized tests of reading, spelling and vocabulary, and on a further six experimental tests of phoneme segmentation, grapheme‐phoneme correspondence knowledge, regular, exception and nonword reading, author recognition and reading self‐concept. Results: Lasting influences of early phoneme awareness and phonics teaching on phoneme awareness, grapheme‐phoneme correspondence knowledge, word reading and spelling were found. Part of the previously untrained group had now received structured phonics teaching, and were therefore treated as a third (late trained) group. Early and late‐trained groups showed similar levels of attainment and similar cognitive processing patterns, which were different from the untrained group. However, there were no influences of training on reading comprehension, self‐concept or oral vocabulary. Conclusions: Early phoneme awareness and phonics training efficiently accelerates the word recognition and spelling skills of first and second language learners alike. However, this is not sufficient to bootstrap the development of language comprehension in the second language learners. Further research is needed into the kinds of language teaching that will best develop their oral and written language comprehension.     

Theoretical,and epistemological challenges in scientific investigations of complex emotional states in animals

This review brings to light critical epistemological and theoretical considerations when studying complex emotional states in animals. We discuss anthropomorphic and Umwelt perspectives of nonhuman animals and the ways in which distinct theories of consciousness and neural processing may restrict the potential for the development of knowledge on the topic. Within the same line of argumentation, we consider influences of the debate between monism and dualism and psychology’s behaviorism and cognitive theories. Finally, we contrast the affective consciousness, higher-order emotional consciousness, and constructed emotion theories to further our understanding of complex emotional states in animals.     

Dyadic co-regulation,affective intensity and infant's development at 12 months: A comparison among extremely preterm and full-term dyads

Extremely low gestational age children (ELGA, born below 28 weeks of GA) represent the most at-risk preterm group in terms of survival, developmental sequelae and rates of impairment and cognitive delays. However, the impact of an extremely preterm birth on mother–infant co-regulation and affective intensity which may affect early infant's development has not been investigated. Based on a relational dynamic system approach, our study aimed to investigate the quality of co-regulation and affective intensity during spontaneous play interaction in 20 mother–infant ELGA dyads compared to 20 full-term (FT) dyads at 12 months (corrected age for ELGA infants). Relationships between the quality of dyadic co-regulation and the infant's level of cognitive, motor and language development were also investigated. The quality of dyadic co-regulation was assessed using the Revised Relational Coding System (R-RCS) by Fogel et al. (2003), the mothers’ and infants’ affective intensity was coded using a coding system by Lunkenheimer, Olson, Hollenstein, Sameroff, and Winter (2011). Infants’ development was assessed using the Bayley Scales (BSID-III, 2006). With respect to FT dyads, ELGA dyads were characterised by less frequent symmetric and more frequent unilateral co-regulation patterns and by less positive and more neutral affective intensity of both infants and mothers. Cognitive, motor and language scores were lower in ELGA infants than in FT infants. Symmetrical co-regulation was related to motor scores in ELGA infants, and to cognitive scores in FT infants. Our findings contribute to the literature by demonstrating the difficulties of ELGA mother–infant dyads at 12 months in sharing the symmetric co-regulation and positive affective intensity and how symmetric co-regulation is strictly related to motor development in ELGA infants. Based on these findings, intervention programmes to foster joint attention, active involvement and positive affective intensity in ELGA dyads and infants’ development in the first year of life should be designed.     

Making our ends meet: shared intention,goal adoption and the third-person perspective

Mind reading (i.e. the ability to infer the mental state of another agent) is taken to be the main cognitive ability required to share an intention and to collaborate. In this paper, I argue that another cognitive ability is also necessary to collaborate: representing others’ and ones’ own goals from a third-person perspective (other-centred or allocentric representation of goals). I argue that allocentric mind reading enables the cognitive ability of goal adoption, i.e. having the goal that another agent’s achieve p because and as long as another agent has that goal that p. Having clarified the relevance of mutual goal adoption for acting jointly, I argue that when an intention is shared between several agents, each individual has an intention in favour of the joint action and one in favour of a joint mode of reasoning. This mode of reasoning is allocentric reasoning. Finally, I elaborate on the consequences of this view for the scientific study of human collaboration.     

Perceptual and affective mechanisms in facial expression recognition: An integrative review

Facial expressions of emotion involve a physical component of morphological changes in a face and an affective component conveying information about the expresser’s internal feelings. It remains unresolved how much recognition and discrimination of expressions rely on the perception of morphological patterns or the processing of affective content. This review of research on the role of visual and emotional factors in expression recognition reached three major conclusions. First, behavioral, neurophysiological, and computational measures indicate that basic expressions are reliably recognized and discriminated from one another, albeit the effect may be inflated by the use of prototypical expression stimuli and forced-choice responses. Second, affective content along the dimensions of valence and arousal is extracted early from facial expressions, although this coarse affective representation contributes minimally to categorical recognition of specific expressions. Third, the physical configuration and visual saliency of facial features contribute significantly to expression recognition, with “emotionless” computational models being able to reproduce some of the basic phenomena demonstrated in human observers. We conclude that facial expression recognition, as it has been investigated in conventional laboratory tasks, depends to a greater extent on perceptual than affective information and mechanisms.     

The influence of social identity on value perceptions and intention

Despite much research on consumers' brand identification, researchers remain divided regarding the conceptualization of the dimensions underlying social identity and how these dimensions impact marketing outcome variables. Further, previous studies have failed to examine the underlying psychological process driving this effect. The current research is the first to assess the importance of affective social identity as the mediator through which cognitive social identity impacts consumers' purchase intentions by ways of emotional and social value. Results show that affective social identity mediates the relationship between cognitive social identity and emotional value, where affect is the main driver in the formation of purchase intention. This study highlights the need to model cognitive and affective social identity separately and provides insight into how consumers' social identification influences their perceptions of identity‐linked products. Copyright © 2016 John Wiley & Sons, Ltd.     

Mapping numerical processing, reading, and executive functions in the developing brain: an fMRI meta-analysis of 52 studies including 842 children

Tracing the connections from brain functions to children's cognitive development and education is a major goal of modern neuroscience. We performed the first meta-analysis of functional magnetic resonance imaging (fMRI) data obtained over the past decade (1999-2008) on more than 800 children and adolescents in three core systems of cognitive development and school learning: numerical abilities, reading, and executive functions (i.e. cognitive control). We ran Activation Likelihood Estimation (ALE) meta-analyses to obtain regions of reliable activity across all the studies. The results indicate that, unlike results usually reported for adults, children primarily engage the frontal cortex when solving numerical tasks. With age, there may be a shift from reliance on the frontal cortex to reliance on the parietal cortex. In contrast, the frontal, temporo-parietal and occipito-temporal regions at work during reading in children are very similar to those reported in adults. The executive frontal regions are also consistent with the imaging literature on cognitive control in adults, but the developmental comparison between children and adolescents demonstrates a key role of the anterior insular cortex (AIC) with an additional right AIC involvement in adolescents.     

Using Kindergarten Language,Dialect Variation,and Child Behavior to Predict Second Grade Reading Ability in African American Children

Previous research has demonstrated mixed findings pertaining to the risk conferred by variation from Mainstream American English (MAE) for African American children in our education system. Based on the research on language, behavior, and reading, the present study sought to examine the relative and combined contributions of culturally appropriate measures of risk status for disordered language and density of dialect use and classroom behavior (both competencies and problems) in predicting reading ability in a sample of typically developing African American elementary school students. 53 African American Kindergartner's (27 boys, 26 girls) were followed up with two years later in 2nd grade. In Kindergarten, children were screened for density of dialect use and risk of language impairment; teachers rated each child on behavior, social/emotional adjustment, and academic performance. Reading achievement was assessed in 2nd grade. Risk for disordered language development was the best predictor of 2nd grade reading, outperforming density of dialect use. Positive classroom behaviors were more predictive of reading than negative behaviors. This research supports the notion that language, classroom behavior, and reading achievement are intertwined in a complex manner and that when designing interventions for one, the entire system must be considered.     

Massive redeployment,exaptation, and the functional integration of cognitive operations

The massive redeployment hypothesis (MRH) is a theory about the functional topography of the human brain, offering a middle course between strict localization on the one hand, and holism on the other. Central to MRH is the claim that cognitive evolution proceeded in a way analogous to component reuse in software engineering, whereby existing components—originally developed to serve some specific purpose—were used for new purposes and combined to support new capacities, without disrupting their participation in existing programs. If the evolution of cognition was indeed driven by such exaptation, then we should be able to make some specific empirical predictions regarding the resulting functional topography of the brain. This essay discusses three such predictions, and some of the evidence supporting them. Then, using this account as a background, the essay considers the implications of these findings for an account of the functional integration of cognitive operations. For instance, MRH suggests that in order to determine the functional role of a given brain area it is necessary to consider its participation across multiple task categories, and not just focus on one, as has been the typical practice in cognitive neuroscience. This change of methodology will motivate (even perhaps necessitate) the development of a new, domain-neutral vocabulary for characterizing the contribution of individual brain areas to larger functional complexes, and direct particular attention to the question of how these various area roles are integrated and coordinated to result in the observed cognitive effect. Finally, the details of the mix of cognitive functions a given area supports should tell us something interesting not just about the likely computational role of that area, but about the nature of and relations between the cognitive functions themselves. For instance, growing evidence of the role of “motor” areas like M1, SMA and PMC in language processing, and of “language” areas like Broca’s area in motor control, offers the possibility for significantly reconceptualizing the nature both of language and of motor control.     

A study of hyperlexia

Twelve children with early intense reading and superior word recognition skills coupled with disordered language and cognitive behavior are described. Cognitive, linguistic, and reading measures evidenced a generalized cognitive deficit in forming superordinate schemata which was not specific to visual or auditory modalities. Positive family histories for reading problems were present for 11 of the 12 children, suggesting a relationship between hyperlexia and dyslexia.