Investigating verbal intelligence using the TF-IDF approach

In this paper we investigated differences in language use of speakers yielding different verbal intelligence when they describe the same event. The work is based on a corpus containing descriptions of a short film and verbal intelligence scores of the speakers. For analyzing the monologues and the film transcript, the number of reused words, lemmas, n-grams, cosine similarity and other features were calculated and compared to each other for different verbal intelligence groups. The results showed that the similarity of monologues of higher verbal intelligence speakers was greater than of lower and average verbal intelligence participants. A possible explanation of this phenomenon is that candidates yielding higher verbal intelligence have a better short-term memory. In this paper we also checked a hypothesis that differences in vocabulary of speakers yielding different verbal intelligence are sufficient enough for good classification results. For proving this hypothesis, the Nearest Neighbor classifier was trained using TF-IDF vocabulary measures. The maximum achieved accuracy was 92.86%.

Relating dominance of dialogue participants with their verbal intelligence scores

In this work we investigated whether there is a relationship between dominant behaviour of dialogue participants and their verbal intelligence. The analysis is based on a corpus containing 56 dialogues and verbal intelligence scores of the test persons. All the dialogues were divided into three groups: H-H is a group of dialogues between higher verbal intelligence participants, L-L is a group of dialogues between lower verbal intelligence participant and L-H is a group of all the other dialogues. The dominance scores of the dialogue partners from each group were analysed. The analysis showed that differences between dominance scores and verbal intelligence coefficients for L-L were positively correlated. Verbal intelligence scores of the test persons were compared to other features that may reflect dominant behaviour. The analysis showed that number of interruptions, long utterances, times grabbed the floor, influence diffusion model, number of agreements and several acoustic features may be related to verbal intelligence. These features were used for the automatic classification of the dialogue partners into two groups (lower and higher verbal intelligence participants); the achieved accuracy was 89.36%.

The use of non-verbal repair strategies by children with autism

This study examined possible links between the occurrence of prosodic changes to vocalizations and gestures and the use of problem behaviors by children with autism when attempting to repair communication breakdowns. The repair strategies of six children with autism aged 2-5 years and with fewer than 10 words or signs were analyzed. Mother-child dyads were videotaped at home interacting in naturally occurring contexts. Videotapes were analyzed and coded for communication breakdowns and repair attempts made by the child. Repairs were further analyzed according to the type of repair strategy used, changes in prosidy, and whether the repair mode involved problematic or non-problematic behavior. In most situations, this group of children attempted to repair breakdowns in communication that occurred while interacting with their mothers. Most children used both nonproblematic and problematic behaviors and were less likely to use augmentations as a repair strategy than repetitions and substitutions. Some repetitions and some augmentations involved the use of gestures or vocalizations with increased emphasis or prosidy. Possible links between repair strategies involving increased prosidy and the use of problem behaviors are discussed together with the implications and significance of these finding in relation to early intervention for children with significant communication impairments. (C) 2004 Elsevier Ltd. All rights reserved.

Non-verbal signalling in digital discourse:the case of letter repetition

This study focuses on the interactional functions of non-standard spelling, in particular letter repetition, used in text-based computer-mediated communication as a means of non-verbal signalling. The aim of this paper is to assess the current state of non-verbal cue research in computer-mediated discourse and demonstrate the need for a more comprehensive and methodologically rigorous exploration of written non-verbal signalling. The study proposes a contextual and usage-centered view of written paralanguage. Through illustrative, close linguistic analyses the study proves that previous approaches to non-standard spelling based on their relation to the spoken word might not account for the complexities of this CMC cue, and in order to further our understanding of their interactional functions it is more fruitful to describe the role they play during the contextualisation of the verbal messages. The interactional sociolinguistic approach taken in the analysis demonstrates the range of interactional functions letter repetition can achieve, including contribution to the inscription of socio-emotional information into writing, to the evoking of auditory cues or to a display of informality through using a relaxed writing style.

Non-Verbal Categories. Analysis of an Galician Oral Narrative

Based on the concept of the triple basic structure of human communication by Poyatos (1994a, 1994b) and on the analytical and theoretical implications that derive from this, the present paper conceives the human communication as an indivisible whole in which verbal communication can not be separated from body behavior. This paper analyzes nonverbal categories used in oral communication. The corpus consists of an oral narration in Galician from which we highlighted certain kinemes (minimum units of body movement with meaning) by using the model proposed by Bouvet (2001), in order to explain the non-verbal categories with examples taken from said recordings.

C-TONI: Teste de inteligência não verbal aferição de dados normativos para crianças sinalizadas com necessidades educativas especiais (nee) do concelho de Vila de Franca de Xira

Dissertação de Mestrado apresentada ao Instituto Superior de Psicologia Aplicada para obtenção de grau de Mestre na especialidade de Psicologia Clínica.

Spontaneous Focusing on Quantitative Relations and the Development of Rational Number Conceptual Knowledge

The aim of the present set of studies was to explore primary school children’s Spontaneous Focusing On quantitative Relations (SFOR) and its role in the development of rational number conceptual knowledge. The specific goals were to determine if it was possible to identify a spontaneous quantitative focusing tendency that indexes children’s tendency to recognize and utilize quantitative relations in non-explicitly mathematical situations and to determine if this tendency has an impact on the development of rational number conceptual knowledge in late primary school. To this end, we report on six original empirical studies that measure SFOR in children ages five to thirteen years and the development of rational number conceptual knowledge in ten- to thirteen-year-olds. SFOR measures were developed to determine if there are substantial differences in SFOR that are not explained by the ability to use quantitative relations. A measure of children’s conceptual knowledge of the magnitude representations of rational numbers and the density of rational numbers is utilized to capture the process of conceptual change with rational numbers in late primary school students. Finally, SFOR tendency was examined in relation to the development of rational number conceptual knowledge in these students. Study I concerned the first attempts to measure individual differences in children’s spontaneous recognition and use of quantitative relations in 86 Finnish children from the ages of five to seven years. Results revealed that there were substantial inter-individual differences in the spontaneous recognition and use of quantitative relations in these tasks. This was particularly true for the oldest group of participants, who were in grade one (roughly seven years old). However, the study did not control for ability to solve the tasks using quantitative relations, so it was not clear if these differences were due to ability or SFOR. Study II more deeply investigated the nature of the two tasks reported in Study I, through the use of a stimulated-recall procedure examining children’s verbalizations of how they interpreted the tasks. Results reveal that participants were able to verbalize reasoning about their quantitative relational responses, but not their responses based on exact number. Furthermore, participants’ non-mathematical responses revealed a variety of other aspects, beyond quantitative relations and exact number, which participants focused on in completing the tasks. These results suggest that exact number may be more easily perceived than quantitative relations. As well, these tasks were revealed to contain both mathematical and non-mathematical aspects which were interpreted by the participants as relevant. Study III investigated individual differences in SFOR 84 children, ages five to nine, from the US and is the first to report on the connection between SFOR and other mathematical abilities. The cross-sectional data revealed that there were individual differences in SFOR. Importantly, these differences were not entirely explained by the ability to solve the tasks using quantitative relations, suggesting that SFOR is partially independent from the ability to use quantitative relations. In other words, the lack of use of quantitative relations on the SFOR tasks was not solely due to participants being unable to solve the tasks using quantitative relations, but due to a lack of the spontaneous attention to the quantitative relations in the tasks. Furthermore, SFOR tendency was found to be related to arithmetic fluency among these participants. This is the first evidence to suggest that SFOR may be a partially distinct aspect of children’s existing mathematical competences. Study IV presented a follow-up study of the first graders who participated in Studies I and II, examining SFOR tendency as a predictor of their conceptual knowledge of fraction magnitudes in fourth grade. Results revealed that first graders’ SFOR tendency was a unique predictor of fraction conceptual knowledge in fourth grade, even after controlling for general mathematical skills. These results are the first to suggest that SFOR tendency may play a role in the development of rational number conceptual knowledge. Study V presents a longitudinal study of the development of 263 Finnish students’ rational number conceptual knowledge over a one year period. During this time participants completed a measure of conceptual knowledge of the magnitude representations and the density of rational numbers at three time points. First, a Latent Profile Analysis indicated that a four-class model, differentiating between those participants with high magnitude comparison and density knowledge, was the most appropriate. A Latent Transition Analysis reveal that few students display sustained conceptual change with density concepts, though conceptual change with magnitude representations is present in this group. Overall, this study indicated that there were severe deficiencies in conceptual knowledge of rational numbers, especially concepts of density. The longitudinal Study VI presented a synthesis of the previous studies in order to specifically detail the role of SFOR tendency in the development of rational number conceptual knowledge. Thus, the same participants from Study V completed a measure of SFOR, along with the rational number test, including a fourth time point. Results reveal that SFOR tendency was a predictor of rational number conceptual knowledge after two school years, even after taking into consideration prior rational number knowledge (through the use of residualized SFOR scores), arithmetic fluency, and non-verbal intelligence. Furthermore, those participants with higher-than-expected SFOR scores improved significantly more on magnitude representation and density concepts over the four time points. These results indicate that SFOR tendency is a strong predictor of rational number conceptual development in late primary school children. The results of the six studies reveal that within children’s existing mathematical competences there can be identified a spontaneous quantitative focusing tendency named spontaneous focusing on quantitative relations. Furthermore, this tendency is found to play a role in the development of rational number conceptual knowledge in primary school children. Results suggest that conceptual change with the magnitude representations and density of rational numbers is rare among this group of students. However, those children who are more likely to notice and use quantitative relations in situations that are not explicitly mathematical seem to have an advantage in the development of rational number conceptual knowledge. It may be that these students gain quantitative more and qualitatively better self-initiated deliberate practice with quantitative relations in everyday situations due to an increased SFOR tendency. This suggests that it may be important to promote this type of mathematical activity in teaching rational numbers. Furthermore, these results suggest that there may be a series of spontaneous quantitative focusing tendencies that have an impact on mathematical development throughout the learning trajectory.

Executive functions in 5- to 8-year olds: Developmental changes and relationship to academic achievement

Pronounced improvements in executive functions (EF) during preschool years have been documented in cross-sectional studies. However, longitudinal evidence on EF development during the transition to school and predictive associations between early EF and later school achievement are still scarce. This study examined developmental changes in EF across three time-points, the predictive value of EF for mathematical, reading and spelling skills and explored children's specific academic attainment as a function of early EF. Participants were 323 children following regular education; 160 children were enrolled in prekindergarten (younger cohort: 69 months) and 163 children in kindergarten (older cohort: 78.4 months) at the first assessment. Various tasks of EF were administered three times with an interval of one year each. Mathematical, reading and spelling skills were measured at the last assessment. Individual background characteristics such as vocabulary, non-verbal intelligence and socioeconomic status were included as control variables. In both cohorts, changes in EF were substantial; improvements in EF, however, were larger in preschoolers than school-aged children. EF assessed in preschool accounted for substantial variability in mathematical, reading and spelling achievement two years later, with low EF being especially associated with significant academic disadvantages in early school years. Given that EF continue to develop from preschool into primary school years and that starting with low EF is associated with lower school achievement, EF may be considered as a marker or risk for academic disabilities.

The relation between cognitive and motor performance and their relevance for children’s transition to school: A latent variable approach

Both theoretically and empirically there is a continuous interest in understanding the specific relation between cognitive and motor development in childhood. In the present longitudinal study including three measurement points, this relation was targeted. At the beginning of the study, the participating children were 5-6-year-olds. By assessing participants' fine motor skills, their executive functioning, and their non-verbal intelligence, their cross-sectional and cross-lagged interrelations were examined. Additionally, performance in these three areas was used to predict early school achievement (in terms of mathematics, reading, and spelling) at the end of participants' first grade. Correlational analyses and structural equation modeling revealed that fine motor skills, non-verbal intelligence and executive functioning were significantly interrelated. Both fine motor skills and intelligence had significant links to later school achievement. However, when executive functioning was additionally included into the prediction of early academic achievement, fine motor skills and non-verbal intelligence were no longer significantly associated with later school performance suggesting that executive functioning plays an important role for the motor-cognitive performance link.

The distinction between real and fictional worlds: Investigating individual differences in fantasy understanding

In this paper, two studies are reported in which children’s ability to distinguish reality from fantasy was investigated. In Experiment 1, children of different ages made pairwise comparisons of 12 pictures of fictional figures and 3 photographs of real people by evaluating on a 6-point scale how easily these figures could meet each other. The results revealed that fantasy/reality distinction develops with age: 7–8-year-old showed a fundamental categorical distinction (comparable to that of adults) whereas 3–4-year-old treated the real world like one of many worlds. In Experiment 2, we took an individual differences approach and tested 116 4–5-year-old who performed the same fantasy task. In addition, they were presented with theory-of-mind tasks and tests measuring non-verbal intelligence and language skills. The results showed that, after statistically controlling for age, non-verbal intelligence, and language skills, theory-of-mind abilities still significantly contributed to the prediction of fantasy understanding.

O Teste de Apercepção Temática (TAT) em adultos: dados normativos para o sistema morvaliano

No contexto da pesquisa e utilização prática das técnicas de autoexpressão, o Teste de Apercepção Temática (TAT) apresenta reconhecidas vantagens. Apesar de linhas de pesquisa bastante desenvolvidas internacionalmente, não existem estudos atuais sobre as propriedades deste instrumento no Brasil, levantando a necessidade de conhecer seus alcances e limites nesse contexto cultural. Desse modo, o desenvolvimento de normas que descrevam o desempenho típico de uma população não clínica se mostra um importante passo inicial rumo à retomada da pesquisa com o TAT e sua adoção por profissionais. Tendo em vista que a validação das técnicas de autoexpressão se refere aos sistemas de classificação e não aos instrumentos em si, o presente estudo adotou, dentre a miríade de sistemas de categorização das histórias do TAT descritos na literatura, o sistema proposto por Monique Morval, que foi desenvolvido para estudantes e profissionais com pouca experiência com o TAT, utilizando pressupostos da Personologia de Henry Murray, Psicologia Cognitiva e Psicologia do Ego, possibilitando leituras objetivas e qualitativas do material. Considerando o potencial de utilização desse sistema por parte dos psicólogos brasileiros - visto sua semelhança com o atual sistema aprovado para uso pelo Sistema de Avaliação dos Testes Psicológicos (SATEPSI) do Conselho Federal de Psicologia - foram feitos aprimoramentos no assim chamado sistema morvaliano, possibilitando sua adoção no estudo normativo proposto pelo presente projeto. Tais aprimoramentos consistiram na revisão e adição de categorias e subcategorias, a partir de trabalhos brasileiros e internacionais sobre o instrumento. Desta forma, o presente estudo teve por objetivo desenvolver normas para o TAT (Sistema Morvaliano) em adultos, a partir de uma amostra não clínica, aleatória e estratificada por critérios de idade, sexo, escolaridade e nível socioeconômico (NSE) da cidade de Ribeirão Preto (SP). Os participantes foram 100 adultos (25 a 44 anos de idade), selecionados através de visita a domicílios sorteados em bairros de diferentes NSE. Foram realizadas entrevistas de avaliação psicológica individuais, utilizando um roteiro de entrevista semiestruturada, o Teste de Inteligência Geral Não-Verbal (TIG-NV) e 20 cartões do TAT, pré-selecionados de acordo com as recomendações do manual original do instrumento. As histórias do TAT foram categorizadas no sistema morvaliano revisado e seus dados passaram por análises estatísticas e sínteses qualitativas em busca de diferenças de desempenho relacionadas ao sexo, escolaridade e NSE. Os resultados mostram poucas diferenças entre os grupos que justifiquem a elaboração de normas específicas; apesar disso, foi identificada uma tendência (ainda que pequena) de o nível de escolaridade e o NSE favorecerem um melhor desempenho nas variáveis relativas à organização formal das histórias. São discutidas as implicações dos dados obtidos em termos do perfil normativo de desempenho nas variáveis do sistema morvaliano, suas evidências preliminares de validade e futuras direções para estudos sobre o TAT nesse sistema.

Método de Rorscharch em adultos: evidências psicométricas da Escola Francesa

O Método de Rorschach é internacionalmente utilizado e reconhecido como instrumento de avaliação psicológica em processos de investigação da personalidade. Para embasar seu adequado uso no contexto do Brasil, contínuos estudos sobre suas evidências psicométricas fazem-se necessários, sobretudo sobre seus indicadores de validade, precisão e referenciais normativos. Nesse contexto, este trabalho objetivou: a) verificar indicadores de precisão e validade do Rorschach (Escola Francesa ou de Paris), por meio da reavaliação de adultos não pacientes do estudo normativo de Pasian (1998), para checagem da estabilidade temporal (estrutural e funcional) das características de personalidade examinadas pelo método (ESTUDO 1); b) revisar e atualizar padrões normativos e atlas da Escola Francesa do Rorschach em adultos, avaliando-se eventuais especificidades de produção associadas ao sexo, à idade e à escolaridade (ESTUDO 2). No primeiro estudo foram reavaliados 88 adultos do estudo de Pasian (1998), com idade entre 34 a 69 anos, de ambos os sexos e de diferentes níveis de escolaridade (baixa, média e alta). No segundo estudo compôs-se nova amostra com 102 adultos, entre 18 e 65 anos, com sinais de desenvolvimento típico, distribuídos equitativamente em relação ao sexo e com diferentes graus de escolaridade (baixa, média e alta). Para elaboração dos dados normativos foram incluídos 66 adultos do Estudo 1, totalizando 168 casos nessa nova amostra (86 mulheres e 82 homens). Os participantes residiam no interior do Estado de São Paulo e foram avaliados, individualmente, por: a) instrumento de rastreamento de saúde mental (SRQ-20) - no estudo 1, utilizado para caracterização da amostra e no estudo 2 como critério de seleção dos participantes; b) instrumento de avaliação intelectual (Teste de Inteligência Não Verbal - INV, forma C - apenas no Estudo 2) para controle cognitivo da amostra; c) critério de classificação econômica Brasil (ABEP) e d) Método de Rorschach (Escola de Paris). Cada instrumento de avaliação psicológica foi aplicado, codificado e sistematizado conforme seus respectivos manuais técnicos. Especificamente o Método de Rorschach foi avaliado pelas diretrizes da Escola Francesa, sendo cada protocolo (de cada um dos dois estudos) examinado independentemente por dois avaliadores, chegando-se a uma classificação final dos casos. Calculou-se o índice de concordância entre examinadores pelo coeficiente Kappa para as quatro categorias de classificação das respostas do Rorschach (localização, determinante/qualidade formal, conteúdo e banalidades). Os resultados foram sistematizados inicialmente em termos descritivos (média, desvio-padrão, mediana, valor mínimo e máximo), realizando-se análises inferenciais específicas para as amostras de cada estudo em função de seus objetivos centrais. No Estudo 1, os achados relativos aos índices de correlação entre as duas avaliações dos 88 voluntários variaram entre 0,72 a -0,005, evidenciando estabilidade em um conjunto das características de personalidade dos adultos examinados após 15 anos, configurando evidências empíricas de precisão e de validade de método projetivo. Houve variáveis do Rorschach que não apresentaram resultados estáveis entre os dois momentos avaliativos (fórmulas vivenciais), sugerindo se tratarem de indicadores técnicos relativos ao funcionamento da personalidade, mais do que componentes estruturais. As análises do Estudo 2 apontaram reduzida influência dos fatores relacionados ao sexo, à escolaridade e à idade sobre as variáveis do Rorschach, não indicando a necessidade de normas específicas para grupos em termos desses fatores. Por fim, foi elaborado novo atlas de referência do Método de Rorschach (Escola de Paris) no contexto brasileiro, seguindo-se as diretrizes técnicocientíficas nacionais e internacionais da área. Os dados fortalecem a relevância dos estudos de natureza psicométrica para embasar adequadas análises interpretativas desse instrumento de avaliação psicológica (FAPESP e CAPES/PDSE).

The phonological awareness abilities of children with cerebral palsy who do not speak

To investigate the importance of the connection between being able to speak and the emergence of phonological awareness abilities, the performance of children with cerebral palsy (five speakers and six non-speakers) was assessed at syllable, onset-rime, and phoneme levels. The children were matched with control groups of children for non-verbal intelligence. No group differences were found for the identification of syllables, reading non-words, or judging spoken rhyme. The children with cerebral palsy who could speak, however, performed better than the children with cerebral palsy who could not speak and the control group of children without disabilities, judging written words for rhyme. The children with cerebral palsy who could not speak performed poorly in comparison to those who could speak ( but not the control group of children) when segmenting syllables and on the phoneme manipulation task. The findings suggest that non-speaking children with cerebral palsy have phonological awareness performance that varies according to the mental processing demands of the task. The ability to speak facilitates performance when phonological awareness tasks ( written rhyme judgment, syllable segmentation, and phoneme manipulation) require the use of an articulatory loop.

Trait emotional intelligence: Evidence from italian adolescents and adults

Emotional intelligence (EI) represents an attribute of contemporary attractiveness for the scientific psychology community. Of particular interest for the present thesis are the conundrum related to the representation of this construct conceptualized as a trait (i.e., trait EI), which are in turn reflected in the current lack of agreement upon its constituent elements, posing significant challenges to research and clinical progress. Trait EI is defined as an umbrella personality-alike construct reflecting emotion-related dispositions and self-perceptions. The Trait Emotional Intelligence Questionnaire (TEIQue) was chosen as main measure, given its strong theoretical and psychometrical basis, including superior predictive validity when compared to other trait EI measures. Studies 1 and 2 aimed at validating the Italian 153-items forms of the TEIQue devoted to adolescents and adults. Analyses were done to investigate the structure of the questionnaire, its internal consistencies and gender differences at the facets, factor, and global level of both versions. Despite some low reliabilities, results from Studies 1 and 2 confirm the four-factor structure of the TEIQue. Study 3 investigated the utility of trait EI in a sample of adolescents over internalizing conditions (i.e., symptoms of anxiety and depression) and academic performance (grades at math and Italian language/literacy). Beyond trait EI, concurrent effects of demographic variables, higher order personality dimensions and non-verbal cognitive ability were controlled for. Study 4a and Study 4b addressed analogue research questions, through a meta-analysis and new data in on adults. In the latter case, effects of demographics, emotion regulation strategies, and the Big Five were controlled. Overall, these studies showed the incremental utility of the TEIQue in different domains beyond relevant predictors. Analyses performed at the level of the four-TEIQue factors consistently indicated that its predictive effects were mainly due to the factor Well-Being. Findings are discussed with reference to potential implication for theory and practice.