贝叶斯多组比较——渐近测量不变性

在行为科学研究领域中,检验测量工具的测量不变性是进行群体差异比较的前提。目前,多组验证性因子分析(多组CFA)方法被广泛用于检验测量不变性,但是它对跨组等值的限制过于严格,在实际应用中常常存在大量局限。贝叶斯渐近测量不变性方法基于贝叶斯思想的优良特性,放宽了传统多组CFA方法对跨组差异的严格限制,避免了传统方法的问题,具有较高的应用价值。文章详细介绍了贝叶斯渐近测量不变性方法的原理及优势,同时通过实例展示了渐近测量不变性方法在Mplus软件中的具体分析过程。     

Work–family conflicts,cognitive appraisal,and burnout: Testing the mediation effect with structural equation modelling

Work–family conflict constitutes an important source of occupational stress predicting teachers’ burnout, and cognitive variables have shown to be core structures in explaining human adaptation to stress. Nevertheless, the role of cognitive appraisal needs to be fully analysed to comprehend how it can mediate the relationship between stress and burnout. In order to understand the potential mediation of cognitive appraisal in the relationship between stress and burnout, we adopted conceptual models of stress that highlighted the value of cognitive appraisal on positive and negative reactions to work demands. Also, we analysed the potential moderation of sex and age in the relationship between work–family conflict, cognitive appraisal, and burnout due to inconsistent findings on how these personal variables can interfere on these relations. In this study, we used structural equation modelling (SEM) to test the mediating of cognitive appraisal in the relationship between work–family conflicts and burnout. A survey with measures of work–family conflicts, cognitive appraisal, and burnout was administered to the participants consisting of 438 Portuguese teachers from kindergarten through high school, aged between 28 and 67 years (M = 46.85; SD = 7.88), 304 of whom were females (69.41%). The results confirmed that cognitive appraisal partially mediated the relationship between work–family conflict and burnout. The mediation effect of cognitive appraisal on the relationship between work–family conflict and burnout was invariant regardless of teachers’ sex or age. In sum, cognitive appraisal should be considered in order to understand teachers’ adaptation to work.     

Development and initial validation of the coaching life skills in sport questionnaire

ObjectivesResearchers have advocated for coaches to intentionally teach life skills to their athletes given the accrued developmental benefits. The purpose of this research was to develop and offer initial evidence of validity and reliability for a measure assessing the extent to which coaches are intentional in their approaches to teaching life skills through sport.DesignUsing two independent samples (n = 623; n = 817), three studies were conducted to develop and initially validate the Coaching Life Skills in Sport Questionnaire (CLSS-Q).MethodIn study one, the scale development and content validity processes of the initial measure were conducted. In study two, the factorial validity of the CLSS-Q was tested through exploratory structural equation modeling and confirmatory factor analyses. Moreover, scale invariance, discriminant and convergent validity, and construct reliability were assessed. In study three, concurrent validity was assessed with the combined sample (N = 1440) using two theoretically linked constructs.ResultsThe results of the three studies provide initial evidence for the validity and reliability of the 5-factor 36-item CLSS-Q.ConclusionsThe CLSS-Q represents a useful scale for researchers interested in examining levels of intentionality in coaches' teaching of life skills through sport. As scale development is an ongoing process, further research is needed to continue to accumulate evidence for the validity and reliability of the CLSS-Q.     

大学生孤独感对抑郁的影响：基于潜调节的结构方程模型

为探究大学生孤独感、抑郁的关系以及心理僵化和正念在其间的作用,对504名大学生进行调查,并采取基于潜调节的结构方程模型,探讨正念在其中的作用。结果：心理僵化在孤独感和抑郁间起中介作用;正念在孤独感和抑郁间起调节作用。这表明孤独感通过心理僵化影响大学生的抑郁,与低正念水平相比,高正念水平的大学生更不容易受孤独感的消极影响。     

Examining the Effects of Controlling for Shared Variance among the Dark Triad Using Meta‐analytic Structural Equation Modelling

Multivariate procedures (e.g. structural equation modelling) are essential to personality psychology, but interpretive difficulties can arise when examining the relations between residualized variables (i.e. the residual content of a variable after its overlap with other variables has been statistically controlled for) and outcomes of interest. These issues have been the focus of recent debate within the research literature on the Dark Triad, which is a collection of interrelated but theoretically distinct personality constructs made up of narcissism, Machiavellianism and psychopathy. The present paper highlights previous work on the issue of partialling and also makes use of recent developments surrounding meta‐analytic structural equation modelling to reliably assess the impact of partialling on the empirical profiles of the Dark Triad components. The results show that numerous interpretive difficulties arise after partialling the overlap among the Dark Triad components, most notably for narcissism and Machiavellianism. The results are discussed in the context of contemporary Dark Triad research in addition to discussing the implications for structural equation modelling methods in personality psychology more generally. Recommendations are made for how future research can mitigate the interpretive difficulties that may arise from partialling. Copyright © 2018 European Association of Personality Psychology     

Is there a role of depressive symptoms in the fear-avoidance model? A structural equation approach

The fear-avoidance (FA) model has gained widespread acceptance as a conceptual framework for investigating psychological factors such as FA beliefs and avoidance behavior, which contribute to chronic back pain and reduced functioning. Depressive symptoms are supposed to be related to FA beliefs and to foster avoidance behavior. This study aims to investigate the multivariate assumptions of the FA model with a focus on the role of depressive symptoms. A total of N = 360 patients with chronic nonspecific low back pain at admission of inpatient orthopedic rehabilitation participated in the survey. Measures included a numeric pain rating scale, Fear-Avoidance Beliefs Questionnaire, Pain Anxiety Symptoms Scale, Hannover Functional Ability Questionnaire and Patient Health Questionnaire. Using structural equation modeling (SEM), we construed a basic FA model and subsequently extended it by adding symptoms of depression as a covariate. The results of SEM indicated a good model fit for a basic FA model (χ²(263) = 431.069, p < .001, RMSEA = .042, CFI = .964, WRMR = .986). They confirmed the hypothesized relations and supported single mediations of the relationship between pain and functioning by FA beliefs and avoidance behavior. A second model including symptoms of depression as additional covariate (χ²(511) = 722.761, p < .001, RMSEA = .034, CFI = .956, WRMR = .949) showed a high impact of depressive symptoms on all FA model variables leading to a decrease of the FA mediations. The findings provide empirical support for the multivariate FA model and underline the importance of considering depressive symptoms in a multiple-target approach to understand the mechanisms of chronic pain.     

Physical activity and psychosomatic-related health problems as correlates of quality of life among university students

This study aimed to investigate the role of psychosomatic problems in the relationship between physical activity and healthrelated quality of life. Participants were a convenience sample of 703 students from a South African university (males = 38.8%, females = 61.2%, mean age = 19.6 years, SD = 1.26 years). The students completed measures of physical activity, psychosomatic-related health problems and quality of life-related. The hypothesised model was tested using structural equation modelling (SEM). The empirical findings revealed that psychosomatic problems mediated the relationship between physical activity and quality of life. In fact, the mediation analyses showed a partial effect of physical activity on quality of life in that those students with less self-reported activity experienced several psychosomatic-related health problems.     

Toward an Integrative Model of Creativity and Personality: Theoretical Suggestions and Preliminary Empirical Testing

The present work proposes an integrative model of creativity that includes personality traits and cognitive processes. This model hypothesizes that three high‐order personality factors predict two main process factors, which in turn predict intensity and achievement of creative activities. The personality factors are: Plasticity (high openness, extraversion, energy, and inspiration), Divergence (low agreeableness and conscientiousness, high non‐conformity and impulsivity), and Convergence (high ambition, precision, persistence, and critical sense). The process factors are Generation (idea production and originality) and Selection (idea evaluation and formalization). We hypothesized and found that: (a) Plasticity and Divergence predict positively Generation, (b) Convergence predicts positively Selection, (c) Generation, Selection, and their interaction predict positively both intensity and achievement of everyday creative activities.     

Resilience as a Mediator Between Parental Acceptance–Rejection and Depressive Symptoms Among University Students in Turkey

The authors investigated the mediational role of perceived resilience between perceived parental acceptance–rejection and occurrences of depressive symptoms among 384 undergraduate students in Turkey. Results indicated that resilience fully mediated the relationship between depressive symptoms and maternal rejection, whereas resilience partially mediated the relationship between depressive symptoms and paternal rejection for female undergraduates. Interventions that focus directly on the facilitation of psychosocial adaptation among emerging adults, especially those who experience feelings of rejection by their parents, are discussed.