Cointegration methodology for psychological researchers: An introduction to the analysis of dynamic process systems

Longitudinal data analysis focused on internal characteristics of a single time series has attracted increasing interest among psychologists. The systemic psychological perspective suggests, however, that many long-term phenomena are mutually interconnected, forming a dynamic system. Hence, only multivariate methods can handle such human dynamics appropriately. Unlike the majority of time series methodologies, the cointegration approach allows interdependencies of integrated (i.e., extremely unstable) processes to be modelled. This advantage results from the fact that cointegrated series are connected by stationary long-run equilibrium relationships. Vector error-correction models are frequently used representations of cointegrated systems. They capture both this equilibrium and compensation mechanisms in the case of short-term deviations due to developmental changes. Thus, the past disequilibrium serves as explanatory variable in the dynamic behaviour of current variables. Employing empirical data from cognitive psychology, psychosomatics, and marital interaction research, this paper describes how to apply cointegration methods to dynamic process systems and how to interpret the parameters under investigation from a psychological perspective.     

Social Information Processing as a Mediator Between Cognitive Schemas and Aggressive Behavior in Adolescents

This longitudinal investigation assessed whether cognitive schemas of justification of violence, mistrust, and narcissism predicted social information processing (SIP), and SIP in turn predicted aggressive behavior in adolescents. A total of 650 adolescents completed measures of cognitive schemas at Time 1, SIP in ambiguous social scenarios at Time 1 and Time 2, and reactive aggression at Time 1, Time 2, and Time 3 to determine whether SIP measured at Time 2 mediated between the cognitive schemas measured at Time 1 and the aggressive behavior measured at Time 3. The results showed that each schema predicted different SIP components: Justification of violence predicted aggressive response access, narcissism predicted anger and aggressive response access, and mistrust predicted more hostile attributions and less anger. Only the SIP component of aggressive response access was directly associated with reactive aggression. The mediational model was quite similar for boys and girls although some paths, such as the association between aggressive response access and reactive aggression, were higher for boys.     

Child-to-parent violence and its association with exposure to marital violence and parent-to-child violence

The aims of this study were: (a) to examine the relationships between the exposure to different types of family violence (intraparental violence and parent-to-child aggression) and the perpetration of child-to-parent violence (CPV); (b) to analyze sex differences in the relationships specified. The sample comprised 1681 Spanish university students who reported the exposure to different types of family violence during their childhood. Both psychological and physical family violence were analyzed separately. Results showed that both witnessing marital psychological violence and parent-to-child psychological aggression are related to CPV. Furthermore, psychological and physical parent-to-child aggression as well as witnessing physical aggression between parents was associated with physical CPV. Multigroup analyses showed that the relationships among variables were not significantly different as a function of sex. This finding suggests that the relation between exposure to family violence and CPV is similar for men and women.     

Psychometric properties of the Spanish version of the Work Group Emotional Intelligence Profile-Short version

Research on emotions in the workplace has recently developed into a major field. The study and contribution of Emotional Intelligence (EI) to this area has been fundamental. However, EI has been predominantly studied from an individual perspective, and group level studies as well as comparisons among cultures are necessary. Thus, the development and adaptation of group measures to other languages is needed. In this study, we examine the reliability and validity of the Spanish version of the Work Group Emotional Intelligence Profile-Short version (WEIP-S) in a sample of 332 employees from 53 work groups. In summary, our Spanish version of the WEIP-S replicates the factor structure and has an adequate reliability rating, and the relations with other criterion variables were similar to those of the Australian English version. This Spanish version of the WEIP-S provides us with a good instrument to further analyze EI in groups and to promote the comparison of these variables among cultures.     

Justification of violence as a mediator between exposure to violence and aggressive behavior in children

The aim of this study was to evaluate the mediating role of the justification of violence schema in the relationship between exposure to violence and reactive and proactive aggressive behavior. We differentiated between direct and indirect exposure in four contexts: home, neighborhood, school and TV. A total of 675 children, aged between 8 and 12 years, participated in the study. They answered questionnaires about exposure to violence, justification of violence, and proactive and reactive aggressive behavior in two waves six months apart. The results showed that witnessing violence at home and on TV predicted aggressive behavior, and this relationship was mediated by the justification of violence. Victimization in all contexts predicted aggressive behavior and this relationship was generally mediated by the justification of violence.     

The Effectiveness of Mindfulness Training on Behavioral Problems and Attentional Functioning in Adolescents with ADHD

The effectiveness of an 8-week mindfulness training for adolescents aged 11–15?years with ADHD and parallel Mindful Parenting training for their parents was evaluated, using questionnaires as well as computerized attention tests. Adolescents (N?=?10), their parents (N?=?19) and tutors (N?=?7) completed measurements before, immediately after, 8?weeks after and 16?weeks after training. Adolescents reported on their attention and behavioral problems and mindful awareness, and were administered two computerized sustained attention tasks. Parents as well as tutors reported on adolescents’ attention and behavioral problems and executive functioning. Parents further reported on their own parenting, parenting stress and mindful awareness. Both the mindfulness training for the adolescents and their parents was delivered in group format. First, after mindfulness training, adolescents’ attention and behavior problems reduced, while their executive functioning improved, as indicated by self-report measures as well as by father and teacher report. Second, improvements in adolescent’ actual performance on attention tests were found after mindfulness training. Moreover, fathers, but not mothers, reported reduced parenting stress. Mothers reported reduced overreactive parenting, whereas fathers reported an increase. No effect on mindful awareness of adolescents or parents was found. Effects of mindfulness training became stronger at 8-week follow-up, but waned at 16-week follow-up. Our study adds to the emerging body of evidence indicating that mindfulness training for adolescents with ADHD (and their parents) is an effective approach, but maintenance strategies need to be developed in order for this approach to be effective in the longer term.     

A non-auditory measure of interference predicts distraction by competing speech in older adults

ABSTRACT In this study, older adults monitored for pre-assigned target sounds in a target talker's speech in a quiet (no noise) condition and in a condition with competing-talker noise. The question was to which extent the impact of the competing-talker noise on performance could be predicted from individual hearing loss and from a cognitive measure of inhibitory abilities, i.e., a measure of Stroop interference. The results showed that the non-auditory measure of Stroop interference predicted the impact of distraction on performance, over and above the effect of hearing loss. This suggests that individual differences in inhibitory abilities among older adults relate to susceptibility to distracting speech.     

Links between Family Social Status and Preschoolers' Persistence: The Role of Maternal Values and Quality of Parenting

Children who develop persistence in the preschool years are likely to function more effectively during the transition into school. In this study of 231 3‐year‐old children and their mothers, we examined the relations among family social status, maternal values of self‐direction, quality of parenting, and children's persistence in challenging tasks. Results of structural equation modelling path analysis indicated that family social status was related to maternal values of self‐direction, which in turn were associated with the quality of maternal cognitive stimulation and emotional support and child persistence at preschool age. Family social status and maternal values were indirectly related to child persistence through emotional support. Focusing on parental values of self‐direction and provision of support during challenging tasks may help to reduce the gap in school success between children from lower and higher social status families. Copyright © 2012 John Wiley & Sons, Ltd.     

Inspiration or deflation? Feeling similar or dissimilar to slim and plus-size models affects self-evaluation of restrained eaters

The present studies examined the effect of perceiving images of slim and plus-size models on restrained eaters’ self-evaluation. While previous research has found that such images can lead to either inspiration or deflation, we argue that these inconsistencies can be explained by differences in perceived similarity with the presented model. The results of two studies (ns = 52 and 99) confirmed this and revealed that restrained eaters with high (low) perceived similarity to the model showed more positive (negative) self-evaluations when they viewed a slim model, compared to a plus-size model. In addition, Study 2 showed that inducing in participants a similarities mindset led to more positive self-evaluations after viewing a slim compared to a plus-size model, but only among restrained eaters with a relatively high BMI. These results are discussed in the context of research on social comparison processes and with regard to interventions for protection against the possible detrimental effects of media images.     

Predicting foreign-accent adaptation in older adults

We investigated comprehension of and adaptation to speech in an unfamiliar accent in older adults. Participants performed a speeded sentence verification task for accented sentences: one group upon auditory-only presentation, and the other group upon audiovisual presentation. Our questions were whether audiovisual presentation would facilitate adaptation to the novel accent, and which cognitive and linguistic measures would predict adaptation. Participants were therefore tested on a range of background tests: hearing acuity, auditory verbal short-term memory, working memory, attention-switching control, selective attention, and vocabulary knowledge. Both auditory-only and audiovisual groups showed improved accuracy and decreasing response times over the course of the experiment, effectively showing accent adaptation. Even though the total amount of improvement was similar for the auditory-only and audiovisual groups, initial rate of adaptation was faster in the audiovisual group. Hearing sensitivity and short-term and working memory measures were associated with efficient processing of the novel accent. Analysis of the relationship between accent comprehension and the background tests revealed furthermore that selective attention and vocabulary size predicted the amount of adaptation over the course of the experiment. These results suggest that vocabulary knowledge and attentional abilities facilitate the attention-shifting strategies proposed to be required for perceptual learning.