The unique relations of effortful control and impulsivity to resiliency and adjustment were examined when children were 4.5 to 8 years old, and 2 years later. Parents and teachers reported on all constructs and children's attentional persistence was observed. In concurrent structural equation models, effortful control and impulsivity uniquely and directly predicted resiliency and externalizing problems and indirectly predicted internalizing problems (through resiliency). Teacher-reported anger moderated the relations of effortful control and impulsivity to externalizing problems. In the longitudinal model, all relations held at T2 except for the path from impulsivity to externalizing
Mixed modeling was used to examine longitudinal changes in linguistic ability in healthy older adults and older adults with dementia. Language samples, vocabulary scores, and digit span scores were collected annually from healthy older adults and semiannually from older adults with dementia. The language samples were scored for grammatical complexity and propositional content. For the healthy group, age-related declines in grammatical complexity and propositional content were observed. The declines were most rapid in the mid 70s. For the group with dementia, grammatical complexity and propositional content also declined over time, regardless of age. Rates of decline were uniform across individuals. These analyses reveal how both grammatical complexity and propositional content are related to late-life changes in cognition in healthy older adults aswell as those with dementia. Alzheimer's disease accelerates this decline, regardless of age.
Population and sample simulation approaches were used to compare the performance of parallel analysis using principal component analysis (PA-PCA) and parallel analysis using principal axis factoring (PA-PAF) to identify the number of underlying factors. Additionally, the accuracies of the mean eigenvalue and the 95th percentile eigenvalue criteria were examined. The 95th percentile criterion was preferable for assessing the first eigenvalue using either extraction method. In assessing subsequent eigenvalues, PA-PCA tended to perform as well as or better than PA-PAF for models with one factor or multiple minimally correlated factors; the relative performance of the mean eigenvalue and the 95th percentile eigenvalue criteria depended on the number of variables per factor. PA-PAF using the mean eigenvalue criterion generally performed best if factors were more than minimally correlated or if one or more strong general factors as well as group factors were present.
A number of psychometricians have argued for the use of parallel analysis to determine the number of factors. However, parallel analysis must be viewed at best as a heuristic approach rather than a mathematically rigorous one. The authors suggest a revision to parallel analysis that could improve its accuracy. A Monte Carlo study is conducted to compare revised and traditional parallel analysis approaches. Five dimensions are manipulated in the study: number of observations, number of factors, number of measured variables, size of the factor loadings, and degree of correlation between factors. Based on the results, the revised parallel analysis method, using principal axis factoring and the 95th percentile eigenvalue rule, offers promise.
This study evaluated direct relations of both kindergarteners’
(N = 301) naturalistically observed emotion in two
different school contexts and early kindergarten verbal competence to academic
adjustment (i.e., standardized measures of academic achievement,
teacher-reported academic skills, teacher-reported and observed school
engagement) and if these relations were mediated by teacher-reported conflict
with students and by peer acceptance. When controlling for verbal competence,
positive emotions expressed in the classroom context positively directly
predicted academic skills, whereas positive emotions expressed outside class
(lunch/recess) negatively predicted academic skills. Negative emotions observed
in the classroom context and during lunch/recess negatively predicted academic
achievement. Positive emotions observed in both contexts indirectly predicted
higher school engagement through its positive relation to peer acceptance;
positive emotions expressed in lunch and recess indirectly predicted higher
school engagement via lower teacher–student conflict. Negative emotions
observed in both contexts also indirectly predicted lower school engagement via
higher teacher–student conflict. Furthermore, verbal competence
indirectly predicted higher academic adjustment via lower
teacher–student conflict. Moreover, verbal competence moderated the
association between peer acceptance (but not teacher–student conflict)
and academic adjustment. Because verbal competence moderated the associations
from peer competence, positive emotions in both contexts indirectly predicted
higher academic adjustment via higher peer acceptance primarily for children
with low, but not high, initial verbal competence.
The relations among peer victimization, effortful control, school engagement, and academic achievement were examined in a group of 390 (212 boys and 178 girls) racially diverse (38.20% Latino and 46.70% White) 6- to 10-year-old children. Specifically, a multimethod, multi-informant approach was used in which data were gathered using self-report, peer-report, and teacher-report questionnaires at three points in time: twice during the initial year of the study when children were in first and third grades and once in the fall of their second-grade and fourth-grade years, respectively. Findings showed that peer victimization was negatively correlated with effortful control; however, longitudinal analyses conducted to examine causal priority were inconclusive. Results from structural equation modeling were consistent with the hypotheses that school engagement mediated the relations between peer victimization and academic achievement, as well as between effortful control and academic achievement.
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