Identifying child temperament types using cluster analysis in three samples

Although previous research has explored the existence of temperament clusters in children, these studies have used single samples, reducing generalizability, and broad temperament constructs to identify clusters, obscuring fine-grained dimensional differences. To address these limitations, the current study identified a common cluster structure across two diverse samples of preschool children using the same fine-grained temperament measure (ns = 96, 187), then verified the cluster structure on a large, nationally-representative sample (n = 757). A consistent six-cluster solution was identified across the three samples: Unregulated, Regulated, High Reactive, Bold, Average, and Well-Adjusted. Demonstration of a replicable typology advances the understanding of temperament in childhood, and provides a parsimonious way to communicate complex information about a child’s temperament to parents and caregivers.     

The behavioral validity of dual-task driving performance in fixed and moving base driving simulators

Next generation automotive hardware and user interfaces are increasingly pre-tested in driving simulators. What are the potential limitations of such simulations? We determined the relative and absolute validity of five different driving simulators at the Daimler AG by evaluating five functions of an in-vehicle system based on the guideline of the Alliance of Automobile Manufacturers (2006). The simulations were compared to on-road driving. We hypothesized that not only simulator characteristics, but also user characteristics, such as simulator sickness, gender, or age, influence behavioral validity. Even though relating simulator characteristics and user characteristics to driving performance across different driving simulators and driving tasks is difficult, our results are surprisingly in line with the current body of research. We demonstrate the usefulness of all simulators on a relative and partially on an absolute level with moving-base simulators being preferable to fixed-base simulators. As hypothesized, we showed that simulator sickness was significantly associated with impaired performance. In the fixed-base simulators, we found a significant interaction between age and gender, which we could not find in moving-base simulators and in the on-road study. Explanations for our findings and practical implications are discussed.     

Evaluating the predictive validity of personality trait judgments using a naturalistic behavioral criterion: A preliminary test of the self-other knowledge asymmetry model

We tracked 87 participants over two days using the Electronically Activated Recorder (EAR). Coded variables included expressions of mood, amount of talking in various situations (e.g., with one other person, with a friend, etc.), locations, and behavioral markers of the Big Five. Collection of self-, informant-, and stranger-ratings on markers of the Big Five allowed for a unique test of the Self-Other Knowledge Asymmetry (SOKA) model. Although effect sizes were modest, there was evidence for the validity of both self- and informant-ratings across most trait dimensions. Stranger-ratings showed evidence of validity in the domain of Extraversion. Predictions derived from the SOKA model were partially supported, though more research with larger samples is needed to provide stronger tests of SOKA.     

Constrained classification: The use of a priori information in cluster analysis

In many classification problems, one often possesses external and/or internal information concerning the objects or units to be analyzed which makes it appropriate to impose constraints on the set of allowable classifications and their characteristics. CONCLUS, or CONstrained CLUStering, is a new methodology devised to perform constrained classification in either an overlapping or nonoverlapping (hierarchical or nonhierarchial) manner. This paper initially reviews the related classification literature. A discussion of the use of constraints in clustering problems is then presented. The CONCLUS model and algorithm are described in detail, as well as their flexibility for use in various applications. Monte Carlo results are presented for two synthetic data sets with appropriate discussion of the resulting implications. An illustration of CONCLUS is presented with respect to a sales territory design problem where the objects classified are various Forbes-500 companies. Finally, the discussion section highlights the main contribution of the paper and offers some areas for future research.We wish to thank C. Mallows and J. D. Carroll for some helpful technical discussion and L. Clark and D. Art for their valuable computer assistance. We also wish to thank H. Pollak, R. Gnanadesikan, and J. Kettenring for their thorough reviews of a previous draft of this paper. Finally, we acknowledge helpful comments of the editor and two anonymous reviewers.     

Emotional intelligence: A meta-analytic investigation of predictive validity and nomological net

This study used meta-analytic techniques to examine the relationship between emotional intelligence (EI) and performance outcomes. A total of 69 independent studies were located that reported correlations between EI and performance or other variables such as general mental ability (GMA) and the Big Five factors of personality. Results indicated that, across criteria, EI had an operational validity of .23 (k=59, N=9522). Various moderating influences such as the EI measure used, dimensions of EI, scoring method and criterion were evaluated. EI correlated .22 with general mental ability (k=19, N=4158) and .23 (Agreeableness and Openness to Experience; k=14, N=3306) to .34 (Extraversion; k=19, N=3718) with the Big Five factors of personality. Results of various subgroup analyses are presented and implications and future directions are provided.     

Role adjustment as the unit of analysis for researching child development during the transition to school

While child development is well-recognized as a complex process which could hardly be decomposed into separate lines or domains in contemporary psychological theories, the decomposition approach is widely used in empirical studies. Based on the cultural-historical theory, this study argues for adopting the unit of analysis as a way to bridge this gap, and finds “role adjustment” as a suitable unit to analyse child development during the transition to school. The case of a 5-year-old second-generation Chinese Australian child's transition to school (with a total of 34 h of observation and 5 h of interview) is presented to verify its feasibility and to illustrate how it could be achieved in a research practice. The case study demonstrates that a child's role adjustment is in essence a process of transforming his/her role system, during which his/her major roles, the relation of the major roles, as well as his/her role-taking patterns change as a whole, and by tracing a child's role adjustment trajectory, how the child is learning and developing, what difficulties he/she encounter, and why these difficulties appear become clear.     

A dimensional and person-centered perspective on controlled reasons for non-participation in physical education

ObjectivesMost theories of motivation, including Self-Determination Theory (SDT), focus mainly on students’ reasons for participating in activities, at the expense of a focus on reasons for non-participation. In terms of underlying reasons for non-participation, SDT has focused primarily on amotivation. The present study investigated reasons for non-participation that are driven by externally or internally pressuring demands (i.e., controlled motivated non-participation), thereby relying on a dimensional and person-centered approach.Design and methodParticipants were 647 secondary school students (69% boys, Mage = 13.27 years) and their 14 PE teachers (93% men; Mage = 35.50 years). Students reported on their own motivation for participation and non-participation and outcomes (i.e., learning, feelings of resentment towards both the lesson and the teacher), and teachers rated the students’ performance. Multilevel regression modeling (i.e. dimensional approach) and cluster analysis (i.e. person-centered approach) were used.ResultsConfirmatory factor analyses indicated that controlled motivated non-participation and amotivation represent distinct reasons for non-participation that can also be discerned from controlled and autonomously motivated participation. Controlled motivated non-participation yielded unique associations with feelings of resentment towards both the lesson and the teacher, but not with learning and teacher-rated performance. Person-centered analyses indicated that the group characterized by elevated levels of both controlled motivated participation and non-participation in combination with amotivation displayed the least beneficial pattern of outcomes.ConclusionThe current findings point to the importance of more intensively studying students’ reasons for non-participation. Directions for future research are discussed.     

Reliability and validity of the Padua Inventory in an Iranian population

In order to study the reliability and validity of the Padua Inventory (PI), its items were translated into Persian and then back-translated into English as suggested by Brislin, Lonner, Thorndike, Cross-cultural research methods, Wiley, New York, 1973. Using the translated version of the PI, two studies were carried out. The first study included 219 healthy participants selected from Shiraz city in Iran to examine the reliability and factorial structure of the PI via test-retest, internal consistency and principal component analysis methods. The results of this study showed good reliability for the PI and confirmed its factorial structure reported by previous studies. The second study included four groups of participants as follows: patients with obsessive-compulsive disorder (OCD), patients with anxiety disorders, patients with depressive disorder and normal individuals. The PI scores were able to differentiate between OCD patients and normal individuals, but failed to differentiate between neurotic and OCD patients. Two subscales of PI-R version of the PI (precision and washing) differentiated depressive and OCD patients.     

The Golombok Rust Inventory of Sexual Satisfaction (GRISS): predictive validity and construct validity in a Dutch population

The discriminant and predictive validity of the Dutch translation of the Golombok Rust Inventory of Sexual Satisfaction (GRISS; Rust and Golombok, 1985, Rust and Golombok, 1986a, Rust and Golombok, 1986b; Ter Kuile et al., (1993); Ter Kuile et al., accepted for publication) was examined in independent samples comprising sexological (357 males and 380 females) and gynaecological outpatients (156 males and 209 females). Prediction of the presence of sexual complaints with the GRISS differed in these samples. The best performance was found in the male sexology sample in which sensitivity and specificity, as well as the predictive values both positive and negative were satisfactory. The predictive characteristics in the other three samples were found to be less satisfactory and were confounded with sample characteristics concerning the presence or absence of individual sexual problems. The availability of the other partners' GRISS scores enhanced the GRISS' predictive capacities for males and females in these samples. In 320 female and 300 male sexology patients and their partners, the convergent and divergent construct validity of the GRISS scales was investigated using other instruments measuring psychological distress, marital, sexual and general life maladjustment, personality traits of psychoticism, extraversion and neuroticism and social desirability. No correlations of the GRISS with social desirability were found. GRISS subscales were found to represent relatively independent constructs. These findings were confirmed by higher-order factor analyses of subscale scores of males and females.     

Presence and quality of kindergarten children's friendships: concurrent and longitudinal associations with child adjustment in the early school years

The presence and quality of friendships are posited to have developmental significance, yet little is known about the extent to which children without friends versus low‐quality friendships compare on socioemotional adjustment. The current study utilized data from a subsample of 567 children (289 boys) participating in the NICHD Study of Early Child Care and Youth Development. Based on maternal reports at kindergarten, four friendship groups were formed: no friends, low quality, average quality, and high quality, and these groups were used to predict teacher‐reported behaviour problems and social skills concurrently (in kindergarten) and longitudinally (in first and third grade). Concurrently, low‐quality friendships were associated with greater externalizing behaviour, whereas high‐quality friendships were associated with greater social skills. Longitudinally, having no friends in kindergarten was associated with higher levels of externalizing behaviour for boys, but lower levels for girls. Children without friends also showed more internalizing problems at first grade. Lastly, having a high‐quality friendship in kindergarten was associated with greater social skills in first and third grades, but only for boys. Results underscore high‐quality friendship as a context for the development of social skills and indicate different trajectories of problem behaviour for kindergarten children with no friends versus low‐quality friendships. Copyright © 2010 John Wiley & Sons, Ltd.     

Latent self-oriented and socially prescribed perfectionism: Tests of factorial,convergent, and discriminant validity using self- and informant reports

Using latent variables for self-oriented perfectionism (i.e., demanding perfection of oneself) and socially prescribed perfectionism (i.e., perceiving others are demanding perfection of oneself) has advantages. However, few studies have specifically examined the psychometric properties of these latent variables. The present study addresses this shortcoming by testing the factorial, convergent, and discriminant validity of self-oriented and socially prescribed perfectionism latent variables using self- and informant reports. It was hypothesized that (a) the factor structure of the self-oriented and socially prescribed perfectionism latent variables would be supported, (b) self- and informant reports would moderately converge, and (c) the self-oriented and socially prescribed perfectionism latent variables would be discriminable. A sample of 242 undergraduate women and 378 informants (218 mothers, 160 fathers) was recruited. Undergraduate women completed self-reports, and mothers and fathers completed informant reports. Results were consistent with hypotheses, thereby supporting (a) the factorial validity of the self-oriented and socially prescribed latent variables using self- and informant reports, (b) the convergent validity of the self-oriented and socially prescribed latent variables via moderately to strongly correlated self- and informant reports, and (c) the discriminant validity of the self-oriented and socially prescribed perfectionism latent variables. Findings suggest research using these latent variables is warranted.     

Protective factors and behavioral adjustment in preschool children of Iranian Martyrs

Out of 228 Iranian preschool Martyrs' children whose behaviour adjustment in the nursery settings was screened using the Preschool Behaviour Checklist, 12 well adjusted, zero scorers were compared with 8 poorly adjusted, high scorers. Using the parent's Behaviour Checklist, high scorers showed significantly more problems at home than zero scorers. On the Malaise Inventory, mothers of high scorers showed poorer mental health than mothers of zero scorers. Home observations showed that mother-child interaction was more aversive in high scorers than in zero scorers. More mothers of zero scorers had remarried.     

The predictive validity of cluster C personality disorders on the persistence of major depression in the national epidemiologic survey on alcohol and related conditions

The present study examined the predictive validity of Cluster C personality disorders (CCPDs) on major depressive disorder (MDD), using Waves 1 and 2 of the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC, N = 34,653; time interval equals 3 years). Multiple logistic regression analyses were utilized to compare respondents with MDD and a concurrent CCPD to those with MDD only. Findings demonstrated that individuals with MDD and a comorbid CCPD were significantly more likely than those with MDD only to have MDD at Time 2. The presence of comorbid CCPD in individuals with MDD also predicts the subsequent occurrence of suicide attempts at Time 2 and the new onset of Axis I anxiety disorders. The chronic and enduring personality styles and interpersonal difficulties that characterize individuals with a CCPD likely lead to the exacerbation of MDD symptoms. Clinicians should be aware of the impact that CCPDs have on the outcome of MDD.     

Dutch version of the Pain Vigilance and Awareness Questionnaire: validity and reliability in a pain-free population

The current study examined validity and reliability of the Pain Vigilance and Awareness Questionnaire (PVAQ) in two samples of healthy college students. Exploratory and confirmatory factor analysis showed that a two-factor model of the PVAQ was most suitable in the present study. The first factor could be referred to as attention to pain whereas the second factor could be specified as attention to changes in pain. With regard to the convergent and divergent validity, the PVAQ was found to correlate highly with related constructs like catastrophising (PCS) and general body vigilance (BVQ). The correlation between PVAQ and pain-related fear (FPQ) was moderate, whereas correlations with unrelated constructs like trait anxiety (STAI-T) and fear of spiders (FSQ) were low. Furthermore, the PVAQ showed good internal consistency and fair test-retest reliability. Altogether, these findings suggest that the PVAQ is a valid and reliable measure of pain vigilance in healthy individuals. The results of this study can be regarded as a starting point for further validation of the PVAQ in clinical pain populations. Implications for future research and treatment interventions are discussed.     

Behavioral and cognitive-affective features of stuttering in preschool-age children: Regression and exploratory cluster analyses

PurposeThe purpose of this study was to investigate associations among behavioral and cognitive-affective features of stuttering in preschool-age children who stutter, and the extent to which participants may or may not cluster together based on multiple indices of stuttering.MethodsParticipants were 296 preschool-age children who stutter (mean age 47.9 months). Correlation and regression analyses, as well as k-means cluster analyses were conducted between and among several indices of stuttering: frequency of stuttering- and non-stuttering-like disfluencies (SLDs and NSLDs), ratios of repetitions and prolongations/blocks out of total number of SLDs, associated nonspeech behaviors, duration of stuttering events, KiddyCAT scores (Vanryckeghem & Brutten, 2007), and a TOCS parent-rated scale (Gillam et al., 2009).ResultsFor preschool-age children who stutter, most indices of overt stuttering behaviors were intercorrelated (e.g., more SLDs were associated with higher ratio of repetitions). Self-reported KiddyCAT scores (Vanryckeghem & Brutten, 2007) were largely not significantly associated with stuttering. Cluster analyses yielded two participant groupings: a larger group with less prominent stuttering features and a smaller group with more prominent features.ConclusionsThis study contributes to an increasingly comprehensive and nuanced understanding of the heterogeneous features of stuttering and their development in preschool-age children. Findings show strong intercorrelations between measures of stuttering behaviors, but more tenuous relationships between behaviors and cognitive-affective reactions to stuttering. Exploration of clusters of characteristics within this population revealed potential opportunities for future research.     

儿童早期的母亲生活压力对其5岁行为问题的预测效应：链式中介分析

通过对107名幼儿及其母亲历时5年的5次追踪测量, 考察了儿童早期(9~38个月)母亲生活压力对5岁时儿童行为问题的预测效应及其作用机制。结果发现, 在儿童早期, 母亲生活压力具有相对的稳定性, 但引起母亲生活压力的主要生活事件排序有所变化; 儿童早期母亲生活压力对儿童行为问题的作用机制有两种方式：一方面表现为母亲生活压力对儿童5岁时的情绪症状和品行问题的直接效应; 另一方面表现为通过减少母亲积极养育行为进一步影响儿童情绪症状和同伴问题的间接效应; 此外, 儿童早期母亲生活压力还通过积极养育和儿童努力控制的链式中介作用对儿童过度活跃和亲社会行为产生影响。结论:母亲生活压力对儿童行为问题具有预测效应, 这种效应的机制包括母亲生活压力的直接效应以及通过积极养育、努力控制的间接效应。     

Examining the item response process to personality measures in high-stakes situations: Issues of measurement validity and predictive validity

We conducted two experimental studies with between-subjects and within-subjects designs to investigate the item response process for personality measures administered in high- versus low-stakes situations. Apart from assessing measurement validity of the item response process, we examined predictive validity; that is, whether or not different response models entail differential selection outcomes. We found that ideal point response models fit slightly better than dominance response models across high- versus low-stakes situations in both studies. Additionally, fitting ideal point models to the data led to fewer items displaying differential item functioning compared to fitting dominance models. We also identified several items that functioned as intermediate items in both the faking and honest conditions when ideal point models were fitted, suggesting that ideal point model is “theoretically” more suitable across these contexts for personality inventories. However, the use of different response models (dominance vs. ideal point) did not have any substantial impact on the validity of personality measures in high-stakes situations, or the effectiveness of selection decisions such as mean performance or percent of fakers selected. These findings are significant in that although prior research supports the importance and use of ideal point models for measuring personality, we find that in the case of personality faking, though ideal point models seem to have slightly better measurement validity, the use of dominance models may be adequate with no loss to predictive validity.     

Assessing pain behaviour of low-back pain patients in real time: concurrent validity and examiner sensitivity

Several systems for measuring pain behaviour have been developed for clinical settings. The present study reports on a real-time system for coding five categories of pain behaviour for low-back pain patients: guarding, touching, sounds, words, and facial expression. Unique features of the system are the use of refined measures of facial expression and integration of the measurements with a standardized physical examination. 176 sub-acute and chronic low-back pain patients underwent a physical examination while their pain behaviour was coded. Concurrent measures of subjective pain, medically-incongruent signs, and independent global ratings of pain behaviour were taken. Analyses indicated that the pain behaviours, particularly guarding and facial expression, varied systematically with the alternative measures, supporting the concurrent validity of the behaviour observation system. While pain behaviours, especially use of words and facial expressions, were significantly associated with the examiners' independent ratings, the strength of the associations suggested that, in the absence of direct training, examiners' performance was relatively poor. Implications for training of clinicians in detecting pain behaviour are discussed.