Testing the Factor Structure and Measurement Invariance Across Gender of the Big Five Inventory Through Exploratory Structural Equation Modeling

Confirmatory factor analyses (CFAs) typically fail to support the a priori 5-factor structure of Big Five self-report instruments, due in part to the overly restrictive CFA assumptions. We show that exploratory structural equation modeling (ESEM), an integration of CFA and exploratory factor analysis, overcomes these problems in relation to responses to the 44-item Big Five Inventory (BFI) administered to a large Italian community sample. ESEM fitted the data better and resulted in less correlated factors than CFA, although ESEM and CFA factor scores correlated at near unity with observed raw scores. Tests of gender invariance with a 13-model taxonomy of full measurement invariance showed that the factor structure of the BFI is gender-invariant and that women score higher on Neuroticism, Agreeableness, Extraversion, and Conscientiousness. Through ESEM one could address substantively important issues about BFI psychometric properties that could not be appropriately addressed through traditional approaches.     

Parenting Adolescents: Examining the Factor Structure of the Alabama Parenting Questionnaire for Adolescents

The Alabama Parenting Questionnaire (APQ) is a well studied assessment of parenting practices for school-age children, especially in relation to child externalizing behaviors. Given the developmental changes between school-age children and adolescents and subsequent changes to parenting approaches during that time, the utility of a public-accessed measure to span across a broad age range is of high clinical and empirical importance. This study investigated the psychometric properties of the APQ in a community sample of 376 parents of adolescents. In an Exploratory Factor Analysis the data suggested a 4-factor solution similar in composition to the original 5-factor model. Proposed factors for the APQ when given to parents of adolescents included Positive and Involved Parenting, Parental Monitoring, Discipline Practices, and Discipline Process.     

The Factor Structure of Global Self-Esteem among Adolescents and Adults

The purpose of this study was to examine the factor structure of the Rosenberg Self-Esteem Scale (RSES; Rosenberg, 1965). Despite its frequent use, the factor structure of the RSES remains unclear. Confirmatory factor analysis (CFA) and the CFA approach to analyzing multitrait–multimethod data were used to evaluate eight competing models of the factor structure of the RSES. The models were evaluated within three diverse samples and two follow-up surveys. The results of this study indicate that the RSES is a unidimensional construct that is contaminated by a method effect primarily associated with negatively worked items. These results were found in both adolescents and adults. Moreover, the results found support for the hypothesis that the method effects diminish with increased verbal ability. The theoretical and methodological implications of these findings are discussed.     

Psychological Treatments for Symptoms of Posttraumatic Stress Disorder in Children,Adolescents, and Young Adults: A Meta-Analysis

Meta-analyses of the treatment of posttraumatic stress disorder (PTSD) in childhood and adolescence are restricted to specific trauma, selected interventions, and methodologically rigorous studies. This large meta-analysis quantifies the effects of psychological treatments for PTSD symptoms in children and adolescents. An extensive literature search yielded a total of 13,040 articles; 135 studies with 150 treatment conditions (N = 9562 participants) met the inclusion criteria (psychological interventions with children and/or adolescents with PTSD symptoms that report quantitative measures of symptom change). The mean effect sizes (ESs) for PTSD symptoms ranged from large to small, depending on the control condition. Cognitive behavioral therapy (CBT) yielded the highest ESs. Age and caretaker involvement were identified as moderators. CBT, especially when conducted in individual treatment with the inclusion of parents, is a highly effective treatment for trauma symptoms. Psychological treatments need to be modified to address younger patients’ specific needs.     

The Factor Structure of Effortful Control and Measurement Invariance Across Ethnicity and Sex in a High-Risk Sample

Measurement invariance of a one-factor model of effortful control (EC) was tested for 853 low-income preschoolers (M age = 4.48 years). Using a teacher-report questionnaire and seven behavioral measures, configural invariance (same factor structure across groups), metric invariance (same pattern of factor loadings across groups), and partial scalar invariance (mostly the same intercepts across groups) were established across ethnicity (European Americans, African Americans and Hispanics) and across sex. These results suggest that the latent construct of EC behaved in a similar way across ethnic groups and sex, and that comparisons of mean levels of EC are valid across sex and probably valid across ethnicity, especially when larger numbers of tasks are used. The findings also support the use of diverse behavioral measures as indicators of a single latent EC construct.     

Gender-Based Measurement Invariance of the Emotion Regulation Questionnaire for Children and Adolescents

The aim of this study was to evaluate the measurement invariance of the Chinese version of the Emotion Regulation Questionnaire for Children and Adolescents (ERQ-CA; Gullone and Taffe (Psychological Assessment, 24(2), 409–417, 2011)) across gender. A total of 1388 Chinese adolescents (48.1% males), ranging in age from 11 to 16 years (M = 12.9, SD = 1.09) were recruited from four Chinese middle schools and completed the ERQ-CA. The Cronbach’s α values, omega coefficients, and item-total correlations for the two subscales of the ERQ-CA indicated adequate internal consistency reliability. The results of confirmatory factor analysis and multi-group confirmatory factor analysis revealed that all configural, metric, scalar, and partial strict invariance models provided acceptable fit to the data. The result of latent means analysis demonstrated statistically non-significant differences between boys and girls. In conclusion, these findings suggest that the ERQ-CA displays appropriate measurement invariance across gender for Chinese youth of ages 11 to 16.

     

The Prevention of Rehospitalization of Adolescents and Young Adults

This paper presents a family-oriented therapy approach for the prevention of rehospitalization of adolescents and young adults with diverse diagnoses. The dilemma of the family is presented in terms of the incongruities evident in the organizational hierarchy of these families. The main premise is that if the hierarchy is corrected so that the parents are jointly in charge of the youth and the extended kin cooperate, rehospitalization can be prevented. A therapeutic strategy is presented with the emphasis on overcoming the family's attempt to avoid a hierarchy in which the parents are in charge of the family.     

The Structure of Self-Consciousness in Children and Young Adolescents and Relations to Social Anxiety

Decades of research have examined the structure of self-consciousness in adults and its relationship to social anxiety. This study examined the structure of self-consciousness via the Self-Consciousness Scales (Fenigstein et al., J. Consult. Clin. Psychol. 43:522–527, 1975) in a school sample of 175 children and young adolescents (92 girls; mean age = 11.5). Confirmatory factor analysis best supported a five-factor solution (Internal State Awareness, Self-Reflectiveness, Appearance Consciousness, Style Consciousness and Social Anxiety). Although some factor based subscales evidenced low internal consistencies, convergent and discriminant correlations with self-report measures of social phobia, negative affect, and positive affect as well as parent-report measures of internalizing and externalizing problems provided additional support for the five-factor model. Future studies should further examine the multidimensional nature as well as the developmental course of self-consciousness and its relation to social anxiety longitudinally.

The Structure of Adolescent Affective Well-Being: The Case of the PANAS Among Serbian Adolescents

The structure of affective well-being and the relationship between positive affect (PA) and negative affect (NA) have rarely been examined among adolescents. The aim of the present research was to investigate the question of bipolarity versus independence of PA and NA as measured by the PANAS across three studies in adolescent samples. The results of Study 1 (N = 1038) showed that a two-factor structure of the PANAS, with correlated PA and NA and allowed correlated errors between similarly worded items provided the best fit to data. Study 2 included three independent samples (total N = 1071), and showed that PA and NA differed in terms of their relationship to various well-being indicators. Study 3 (N = 482) tested the predictive validity of PA and NA in a 5 month follow-up design, and showed that both PA and NA had independent predictive benefits for depression, risky behaviors and life satisfaction, and that PA had no unique role in the prediction of stress and anxiety, while NA had no unique role in the prediction of academic achievement. The results of the present research provided strong support for the relative independence of PA and NA as measured by the PANAS among adolescents.     

Gender Differences in the Suicide-Related Behaviors of Adolescents and Young Adults

Gender differences in suicide-related behaviorswere examined in an older adolescent and a young adultsample (primarily Caucasian). Suicide-related behaviorswere assessed by the Life Attitudes Schedule (LAS) as well as by measures of depressivesymptomatology and hopelessness. The LAS measures a broadcontinuum of potentially life-diminishing orlife-enhancing behaviors. There are four LAScontent-category subscales: overtly suicidal and death-related,self-related, risk and injury-related, and health-relatedbehaviors. As hypothesized, in both samples, genderdifferences in the expression of suicide-related behaviors were obtained. Males from both samplesendorsed substantially more risk-taking andinjury-producing behaviors than females. Males in bothsamples also reported more negative health-relatedbehaviors than females. In contrast, females reported moresymptoms of depression than males. Hopelessness scoresonly differentiated male and female young adults; maleand female adolescents did not differ significantly on the hopelessness measure. These findings areprimarily discussed in terms of gender-role socializationtheory. Implications for the treatment of suicidality aredrawn.     

Attitude Toward Own Aging: Age Invariance and Construct Validity Across Middle-Aged,Young-Old,and Old-Old Adults

The Attitude Toward Own Aging (ATOA) Scale assesses an individual’s evaluation of their own aging, and has been widely used in the field of subjective aging literature. The present study examined whether the ATOA scale measures the same construct across middle-aged (40–60), young-old (61–74), and old-old adults (ages 75 or older) and also evaluated the construct validity of the ATOA construct in relation to measures of subjective well-being. Data drawn from the 2008 wave of the German Aging Survey (DEAS; n?=?6091) were used. ATOA was assessed by the ATOA subscale of the Philadelphia Geriatric Center Morale Scale (PGCMS), and subjective well-being was assessed with the Satisfaction with Life Scale (SWLS) and the Positive and Negative Affect Scale (PANAS). Confirmatory factor analysis revealed that the model fit of the one-factor model consisting of four items fits the data well. Multi-group invariance analyses provide evidence for configural and metric invariance of the ATOA scale across the age groups, but not for scalar invariance. Additional analysis assessing construct validity indicated that the ATOA items exhibited convergent validity. The findings support the utility of the 4-item scale when examining age group differences of ATOA across a wide age range and that ATOA is distinct from measures of subjective well-being.     

Factor Structure and Discriminative Validity of the Eyberg Child Behavior Inventory With Young Children

This study examined the factor structure and discriminative validity of the Eyberg Child Behavior Inventory (ECBI) with community-based and clinic-referred samples of young children (2–6 years). In the community sample, confirmatory factor analysis indicated a three-factor structure with components reflecting Inattentive, Oppositional Defiant, and Conduct Problem Behavior. In the clinic sample, component scores differentiated children with specific behavior problems from children without significant externalizing symptoms. However, component scores did not differentiate within the externalizing spectrum. The data suggest that ECBI components may be useful to screen community-based and clinic-referred young children for externalizing symptoms, but may be less useful to identify children with specific behavior problems.     

Societal Risk Perception Among Children, Adolescents, Adults, and Elderly People

This study reported on mean risk magnitude judgments expressed by French participants aged 8 to 75 years, on a set of 91 hazardous activities, substances, and technologies. It then systematically analyzed the effects of the age factor on the judgments. Between elderly people and young and mature adults, few notable differences were detected. The most important result was that a considerable proportion of the children were able to estimate the risk associated with most items of the present study, and that the linear association between children's ratings and adults' ratings was very high. This finding supports the view that the learning of the risk associated with various technologies, common in society, is a fast process, depending probably much more on exposure to media information and family discussions (socialization) than on exposure to everyday reality.     

An Exploration of Moral Rebelliousness with Adolescents and Young Adults

The present pair of studies investigated the assessment, correlates, and evaluation of “moral rebels” who follow their own moral convictions despite social pressure to comply. In Study 1, self, peer, and teacher ratings of adolescents' tendencies to be a moral rebel were positively intercorrelated. In Study 2, young adults' tendencies to be a moral rebel were associated with relatively high self-esteem scores and relatively low willingness to engage in minor moral violations and need to belong scores. Both adolescents and young adults reported relatively favorable attitudes toward a morally rebellious peer, especially when they themselves had heightened ratings on this characteristic.     

Dimensionality and Measurement Invariance of a Brief Form of the Young Schema Questionnaire for Adolescents

The current work aims to develop and examine the psychometric properties of the Brief form of the Young Schema Questionnaire for Adolescents (B-YSQ-A), so that Early Maladaptive Schemas can be accurately measured in younger populations. Early Maladaptive Schemas are self-defeating core themes underlying maladaptive cognition, affect, and behavior. A community sample of 877 adolescents, aged 12–18 years old, filled out self-report instruments on maladaptive schemas, anger management, and internalizing and externalizing symptoms. The items composing the B-YSQ-A were selected based on statistical and content analyses criteria. Its internal structure, reliability, age- and gender-based invariance, and between-gender mean differences were examined, as well as its relationship with external variables. Results indicated a satisfying fit for the 18 original schema factors through confirmatory factor analysis. These schemas also showed adequate internal consistency and test-retest reliability, with the exception of the entitlement/grandiosity and self-sacrifice schemas. The B-YSQ-A was found to be age and gender invariant. Concerning gender differences, boys scored higher on the entitlement/grandiosity, insufficient self-control/discipline, approval/recognition seeking, unrelenting standards/hyper-criticalness and punitiveness schemas, whereas girls scored higher on the abandonment/instability, mistrust/abuse, and self-sacrifice schemas. Furthermore, evidence was found for construct validity in relation to measures of internalizing and externalizing symptomatology and of anger expression. Findings offer support for the use of the B-YSQ-A with adolescents, both for research and intervention purposes.     

Examining the Factor Structure of the Revised Sense of Purpose Scale (SOPS-2) with Adults

Based on the multidimensional conceptualization of purpose, the sense of purpose scale is designed to measure three distinct constructs: awareness of purpose, altruistic purpose, and awakening to purpose. Building on previous work, the present study examined the factor structure, reliability, and validity of the revised sense of purpose scale (SOPS-2) and examined its associations with wellbeing among adults in three independent studies (N = 1209). Confirmatory factor analysis was used to examine the factor structure and tests of measurement invariance were conducted across occupation (adult students and university employees) and gender (males and females). Positive correlations between sense of purpose and a number of constructs of socio-emotional wellbeing were found: positivity, humility, self-esteem, and moral identity (Study 2) and pride, compassion self-esteem, and life regret (Study 3). Taken together, findings suggest that the SOPS-2 can be used as a measure of sense of purpose in life in adults.

     

Loneliness and Attitudes Toward Being Alone in Belgian and Chinese Adolescents: Examining Measurement Invariance

Loneliness is an adverse phenomenon that tends to peak during adolescence. As loneliness is a subjective state, it is different from the objective state of being alone. People’s attitudes toward being alone can be more or less negative or positive. Cultures differ in the form and meaning of social behavior, interpersonal relationships, and time spent alone. However, for cross-cultural comparisons to be meaningful, measurement invariance of the measure should be established. The present study examined measurement invariance of the Loneliness and Aloneness Scale for Children and Adolescents (LACA) in a sample of 218 Belgian and 190 Chinese early adolescents, aged 11–15 years. Using nested multigroup confirmatory factor analyses, measurement invariance of the LACA across Belgium and China was established. More specifically, evidence was found for configural, metric, and partial scalar invariance. Because partial scalar invariance was established, the two cultural groups could be compared. No significant differences were found for peer-related loneliness. Regarding the attitudes toward aloneness, Belgian adolescents were more negative and less positive toward being alone than Chinese adolescents. The present study is encouraging for researchers who want to use the LACA for cross-cultural comparisons, in that we found evidence for measurement invariance across two disparate cultural groups speaking completely different languages.     

The Psychometric Costs of Applicants' Faking: Examining Measurement Invariance and Retest Correlations Across Response Conditions

This study examines the stability of the response process and the rank-order of respondents responding to 3 personality scales in 4 different response conditions. Applicants to the University College of Teacher Education Styria (N = 243) completed personality scales as part of their college admission process. Half a year later, they retook the same personality scales in 1 of 3 randomly assigned experimental response conditions: honest, faking-good, or reproduce. Longitudinal means and covariance structure analyses showed that applicants' response processes could be partially reproduced after half a year, and respondents seemed to rely on an honest response behavior as a frame of reference. Additionally, applicants' faking behavior and instructed faking (faking-good) caused differences in the latent retest correlations and consistently affected measurement properties. The varying latent retest correlations indicated that faking can distort respondents' rank-order and thus the fairness of subsequent selection decisions, depending on the kind of faking behavior. Instructed faking (faking-good) even affected weak measurement invariance, whereas applicants' faking behavior did not. Consequently, correlations with personality scales—which can be utilized for predictive validity—may be readily interpreted for applicants. Faking behavior also introduced a uniform bias, implying that the classically observed mean raw score differences may not be readily interpreted.