The Structure of Competence: Evaluating the Factor Structure of the Cognitive Therapy Rating Scale

The Cognitive Therapy Rating Scale (CTRS) is an observer-rated measure of cognitive behavioral therapy (CBT) treatment fidelity. Although widely used, the factor structure and psychometric properties of the CTRS are not well established. Evaluating the factorial validity of the CTRS may increase its utility for training and fidelity monitoring in clinical practice and research. The current study used multilevel exploratory factor analysis to examine the factor structure of the CTRS in a large sample of therapists (n = 413) and observations (n = 1,264) from community-based CBT training. Examination of model fit and factor loadings suggested that three within-therapist factors and one between-therapist factor provided adequate fit and the most parsimonious and interpretable factor structure. The three within-therapist factors included items related to (a) session structure, (b) CBT-specific skills and techniques, and (c) therapeutic relationship skills, although three items showed some evidence of cross-loading. All items showed moderate to high loadings on the single between-therapist factor. Results support continued use of the CTRS and suggest factors that may be a relevant focus for therapists, trainers, and researchers.     

Factor Structure of a Coping Scale Across Two Samples1

Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used to assess the structure of a coping with illness scale. Two HIV‐positive samples from different geographical areas were used to verify the underlying factor structure: a sample of 320 young adults (M age = 20.9 years; 72% males) and a second sample of 273 older adults (M= 38.1 years; 81% females). Exploratory results with the young adult sample assuming correlated factors showed 7 reliable factors; CFA results supported these findings in that sample. Confirmation of the 7 derived subscales using the adult sample was found using CFA, although 2 subscale reliabilities were just below .50. Correlations between the 7 sub‐scales and other scales used for construct validation were generally as predicted. Coping similarities and differences between HIV‐infected young adult and adult populations are discussed.     

Factor Structure of Calhoun's Youth Suicide Scale

To assess the factor structure of Calhoun's Youth Suicide Scale (YSS), 191 consenting undergraduates in one sample and 240 consenting undergraduates in a second sample wee given the YSS during class. From the second sample, 152 subjects also took the YSS a second time about 1 month later. In the first sample, three factors, which accounted for 50.0% of the variance, emerged. They were: How the Parents were Viewed (in terms of psychological disturbance, likability, and blame); Expected Responses to the Bereaved Family (terms of tension and sympathy); and Empathy with Parents (whether the newspaper was viewed as correct in reporting the cause of death, how long parents were expected to grieve, and whether parents were expected to be liked). In the second sample, the same three factors emerged (accounting for 55.5% of the variance), with the exception of one item on Factor 3: expecting to like the parents. Congruence coefficients between the three factors in the two samples were .98, .94, and .78, respectively. Reliability correlations on individual items ranged from a low of .30 to a high of .61. These results indicate that the YSS is valid, stable, and moderately reliable for assessing reactions to youth suicide; thus, it would be a viable instrument for use in future research on reactions to suicide.     

Factor Structure of the Private Self-Consciousness Scale

Several issues concerning the factors of the Private Self-Consciousness Scale (PRSC) of Fenigstein et al. (1975) are examined, including possible artifactuality and appropriate conceptualization. Findings confirm the existence of the 2 factors reported in previous research (Burnkrant & Page, 1984; Lennox, Welch, Wolfe, Zimmerman, & Dixon, 1987; Mittal & Balasubramanian, 1987; Piliavin & Charng, 1988) and suggest that these factors are substantive, not artifactual, in nature. One factor was found to be associated with mild levels of psychopathology, whereas the other was not. In addition to providing a clearer conception of the nature of these factors, our results may help to resolve apparently contradictory findings in the PRSC literature. Implications for research on self-focused attention are also discussed.     

Factor Structure of a Sluggish Cognitive Tempo Scale in Clinically-Referred Children

“Sluggish cognitive tempo” (SCT) is a construct hypothesized to describe a constellation of behaviors that includes daydreaming, lethargy, drowsiness, difficulty sustaining attention, and underactivity. Although the construct has been inconsistently defined, measures of SCT have shown associations with symptoms of attention-deficit/hyperactivity disorder (ADHD), particularly inattention. Thus, better characterization of SCT symptoms may help to better predict specific areas of functional difficulty in children with ADHD. The present study examined psychometric characteristics of a recently developed 14-item scale of SCT (Penny et al., Psychological Assessment 21:380–389, 2009), completed by teachers on children referred for outpatient neuropsychological assessment. Exploratory factor analysis identified three factors in the clinical sample: Sleepy/Sluggish, Slow/Daydreamy, and Low Initiation/Persistence. Additionally, SCT symptoms, especially those loading on the Sleepy/Sluggish and Slow/Daydreamy factors, correlated more strongly with inattentive than with hyperactive/impulsive symptoms, while Low Initiation/Persistence symptoms added significant unique variance (over and above symptoms of inattention) to the predictions of impairment in academic progress.     

The Factor Structure and Measurement Invariance of the Daily Spiritual Experiences Scale

The current study has two main goals: (a) to identify a factor structure of the Daily Spiritual Experiences Scale (DSES) on a large archival data, collected from 1,325 adults in the United States (709 women, 616 men) by the U.S. General Social Survey in 2004 and (b) to examine the measurement invariance of the 16 DSES items between women and men in the same data to see whether any of the items are favoring or biased toward either women or men. The one-factor confirmatory factor analysis (CFA) model fit our data better than the two-factor CFA models because of high correlations between the two factors (r > .90). The fit of the one-factor CFA to our sample data was improved when we specified seven correlated residuals suggested by overlapping item content and large modification indices. The ensuing measurement invariance testing of the one-factor CFA model with seven correlated residuals supported full measurement invariance of factor loadings, thresholds, and residual variances, as well as factor variances between the women and the men. Yet the factor mean for the women was .841 units (Cohen’s d = .496) higher than it was for the men, indicating that higher levels of daily spiritual experiences for women reported in gender comparison studies in the United States are not likely to be an artifact of bias in the questionnaire.     

The Factor Structure of the Frost Multidimensional Perfectionism Scale in University Students

The Frost Multidimensional Perfectionism Scale (FMPS) is a widely used measure of perfectionism. Previous studies of the nature of the factors of the FMPS have resulted in mixed findings and have failed to identify a stable factor structure. This study investigated the factor structure of the FMPS using both exploratory and confirmatory factor analysis (CFA), addressing previous methodological limitations. Participants were 6,449 students from two Australian universities. Exploratory factor analysis suggested a five‐factor model and a reduction in variables from 35 to 29 (FMPS‐29). CFA demonstrated goodness of fit of the revised measure. We also compared our model with a number of existing measurement models of perfection and found the proposed model provided a superior fit for this university student population. Support was found for the two second‐order constructs commonly referred to as adaptive and maladaptive perfectionism, although there appears to be little benefit in using this model over the first‐order model. Implications of the findings are discussed.     

Factor Structure of the Parenting Scale in a Low-Income African American Sample

We evaluated the relative goodness-of-fit of two factor structures of the Parenting Scale (Arnold, O'Leary, Wolf, {&} Acker, 1993) among two samples of low-income African American families. Participants included 271 mother-child dyads from urban and rural areas in the southern and southeastern US, who completed the Parenting Scale along with other measures of parenting style and dyadic relationship. Confirmatory Factor Analyses (CFA) indicated that a two-factor solution, comprising Laxness and Overreactivity dimensions, was the better fit to the data. Some direct evidence for convergent validity was provided by a correlation between the Laxness factor of the Parenting Scale and the Firm/Lax Control subscale of the Children's Report of Parenting Behavior Inventory (CRPBI). Results are discussed in term of Brody and Flor's (1998) “no nonsense” parenting style.     

Alternative Factor Structure for the Revised Self-Consciousness Scale

Confirmatory factor analysis (LISREL; Jöreskog & Sörbom, 1989) of data drawn from a sample of middle and senior school students was used to examine a variety of factor structures proposed in previous studies to underlie self-consciousness. Examination of the content of the Revised Self-Consciousness Scale (Scheier & Carver, 1985) suggested an alternative factor structure. This alternative structure comprised 2 private self-consciousness factors: Rumination on the General Self and Monitoring of Specific Aspects of Self. The public self-consciousness measure was retained as originally formulated with the exception of 1 item that was excluded from the final structure. This model of self-consciousness fit the data better than the 4 previously proposed structures.     

The Behavioral Activation for Depression Scale (BADS): Psychometric Properties and Factor Structure

In Behavioral Activation (BA) for depression (Martell, C. R., Addis, M. E., & Jacobson, N. S. (2001)), which has recently received empirical support in a large randomized trial, therapists pay close attention to the function of behavior and the role of aversive controlling stimuli and escape and avoidance behavior in depression. A key variable to measure in studies of BA is when and how clients become more activated over the course of treatment. This study sought to develop an initial set of items for the Behavioral Activation for Depression Scale (BADS), submit these items to an exploratory factor analysis in an initial administration (Study 1, N = 391), and submit the resulting scale to a confirmatory factor analysis in a second administration (Study 2, N = 319). Results indicated four factors (Activation, Avoidance/Rumination, Work/School Impairment, and Social Impairment) with good factor structure, internal consistency, and test-retest reliability. Evidence for construct and predictive validity is presented.     

项目表述方法对中文Rosenberg自尊量表因子结构的影响

该研究探索项目表述方法对量表因子结构的影响,在多特质-多方法(MTMM)矩阵框架下对关联特质-相关模型(The correlated trait-correlated method,CTCM)和关联特质-相关独特性模型(The correlated trait-correlated uniqueness,CTCU)等8个相关方法效应模型进行比较.结果发现,导致中文Rosenberg自尊量表两因子结构的主要是由项目表述的方法效应引起的.因此,在编制量表过程中应考虑方法效应对因子结构的影响.     

In Search of Understanding: Re-reading The Theaetetus

Journal of Indian Council of Philosophical Research - The article is an attempt to interpret Plato’s Theaetetus, with a view to show that a crucial distinction between knowledge and...     

The Criminal Liability of Child Soldiers: In Search of a Standard

Despite the recent focus on the problem of the recruitment and use of child soldiers, there is still no clarity on the criminal liability of child soldiers who participate in conflict. In this article, we analyze the criminal liability of child soldiers against the historical background child soldiers. This aritle reports on its prevalence, and discusses the international legal framework liability. We pose the question whether the dual status of child soldiers as victims and perpetrators negatively impacts their criminal liability and whether it may in fact hamper the attainment of justice.     

The Oswald Clergy Burnout Scale: Reliability, Factor Structure and Preliminary Application Among Australian Clergy

This study assesses the Oswald Clergy Burnout Scale (OCBI), the psychometric properties of which have not been previously described. Analysis of responses from a large number (N?=?3,012) of ministers in charge of Australian congregations showed that the scale’s internal reliability was satisfactory, and that the scale could be represented by two factors, identified, respectively, as the personal and social aspects of burnout. This structure was supported by confirmatory factor analysis. Several demographic and job-related variables that might relate to burnout were regressed on the total, personal and social factor scores. Age is the predominant (negative) predictor of burnout as measured by the total scale and the personal factor scores. All variables predict burnout as measured by the social factor. However, in all models, the predictor variables account for no more than 5% of the total variance. These findings suggest that demographic factors and working conditions are poor predictors of burnout among clergy.     

中学生自我隐瞒倾向:因素结构与发展特点

本研究旨在探讨自我隐瞒量表在中学生样本中的适用性 ,以及中学生自我隐瞒倾向的特点。一个由 51 3名中学生组成的样本接受了自我隐瞒量表和中学生应付方式量表的测试。结果发现中文版自我隐瞒量表具有较好结构效度和较好的效标效度以及较好的信度 ,因此中文版自我隐瞒量表可在今后的有关研究中使用。研究还发现男生的自我隐瞒倾向同女生相比相对较高 ,而且无论男生和女生 ,中学生的自我隐瞒倾向显著地高于大学生。这些结果可能表明 ,处于心理“断乳期”的中学生的心理具有一定闭锁性 ,而男生的自我隐瞒倾向高于女生 ,则可能表明自我隐瞒跟男生的独立性较强有关     

The Factor Structure of the Spiritual Well-Being Scale in Veterans Experienced Chemical Weapon Exposure

This study aimed to determine the factor structure of the spiritual well-being among a sample of the Iranian veterans. In this methodological research, 211 male veterans of Iran–Iraq warfare completed the Paloutzian and Ellison spiritual well-being scale. Maximum likelihood (ML) with oblique rotation was used to assess domain structure of the spiritual well-being. The construct validity of the scale was assessed using confirmatory factor analysis (CFA), convergent validity, and discriminant validity. Reliability was evaluated with Cronbach’s alpha, Theta (θ), and McDonald Omega (Ω) coefficients, intra-class correlation coefficient (ICC), and construct reliability (CR). Results of ML and CFA suggested three factors which were labeled “relationship with God,” “belief in fate and destiny,” and “life optimism.” The ICC, coefficients of the internal consistency, and CR were >.7 for the factors of the scale. Convergent validity and discriminant validity did not fulfill the requirements. The Persian version of spiritual well-being scale demonstrated suitable validity and reliability among the veterans of Iran–Iraq warfare.