Confirmatory factor analysis models of factorial invariance: A multifaceted approach

Typical confirmatory factor analysis studies of factorial invariance test parameter (factor loadings, factor variances/covariances, and uniquenesses) invariance across only two groups (e.g., males and females) or, perhaps, across more than two groups reflecting different levels of a single design facet (e.g., age). The present investigation extends this approach by considering invariance across groups from a two‐facet design. Data consist of multiple dimensions of self‐concept collected from eight groups of students (total N = 4,000) representing a 2 (Gender) × 4 (Age) design. The gender‐stereotypic model posits a particular pattern of gender differences in structure that varies with age. Adopting analysis‐of‐variance terminology, the model posits that structural differences will vary as a function of gender but that this gender effect interacts with age. In testing this model, I consider the lack of invariance in different sets of parameters attributable to gender, age, and their interaction.     

Education,health and care plans and tribunals in England: A statistical tale from 2019

Education, health and care (EHC) plans were introduced in England in 2014, as a replacement for statements of special educational needs. Unexpectedly, the number of children and young people in receipt of an EHC plan rose by 49% during the 5 years up to 2019. Whilst most of the increase has been due to the extension of the age range up to age 25, there has still been a notable rise of 20% in the 0–15-year range. This study explores the trends and variations in EHC plans and tribunals within English local authorities (LAs) for children and young people with special educational needs and disability (SEND) by interrogating the latest full set of data from 2013 to 2018. Two quintile groups (n = 30) are used for comparing LAs with high and low levels of EHC plans and LA case studies are also presented for further inspection of the data. Wide variations across LAs still exist for EHC plans (5.2% to 1.0%) and tribunal appeals (43 to 0 per 10,000). LAs with low EHC plans have more appealable decisions at tribunals and are financed at significantly lower levels than LAs with high EHC plans, largely due to an historic spend factor of 50% in the national funding formula. There are also clear differences between the English regions for both EHC plans and tribunals, with high increases for both in the South East. The implications of the findings are discussed within the framework of LA critical self-reviews, benchmarking, fiscal constraints and inclusion.     

But I want to fly too!: Girls and superhero play in the infant classroom

This article describes a study which was conducted in an inner-city school in the north of England, in a base which contained 57 children aged 6 and 7 years old. The purpose of the study was to explore the potential role of popular culture in the literacy curriculum. During the project, a socio-dramatic role-play area which was related to a popular superhero icon was set up in the classroom. Children's play in the area was recorded using a variety of methods, including field notes, video recording and photographs. Some of the previous research on superhero play has focused on the attraction the discourse has for boys or suggested that girls take on a non-female persona in such a play. The findings from this study suggest that superhero play is strongly attractive to girls, who explore agency and autonomy through such play and actively position themselves as females within a heroic discourse.     

The relation of attachment security to adolescents' paternal and peer relationships, depression, and externalizing behavior

The relation of attachment security to multiple domains of psychosocial functioning was examined in a community sample of 167 early adolescents. Security of attachment organization, assessed using the Adult Attachment Interview, was linked to success in establishing autonomy while maintaining a sense of relatedness both with fathers and with peers, even after accounting for predictions from qualities of the mother-teen relationship. Growth curve analyses revealed links of insecurity to increasing patterns of externalizing behavior and higher and stable patterns of depressive symptoms across adolescence. Implications for a developing theory of the connections of the attachment system to multiple domains of functioning in adolescence are discussed.     

A Systematic Evaluation and Comparison Between Exploratory Structural Equation Modeling and Bayesian Structural Equation Modeling

In this study, we contrast two competing approaches, not previously compared, that balance the rigor of CFA/SEM with the flexibility to fit realistically complex data. Exploratory SEM (ESEM) is claimed to provide an optimal compromise between EFA and CFA/SEM. Alternatively, a family of three Bayesian SEMs (BSEMs) replace fixed-zero estimates with informative, small-variance priors for different subsets of parameters: cross-loadings (CL), residual covariances (RC), or CLs and RCs (CLRC). In Study 1, using three simulation studies, results showed that (1) BSEM-CL performed more closely to ESEM; (2) BSEM-CLRC did not provide more accurate model estimation compared with BSEM-CL; (3) BSEM-RC provided unstable estimation; and (4) different specifications of targeted values in ESEM and informative priors in BSEM have significant impacts on model estimation. The real data analysis (Study 2) showed that the differences in estimation between different models were largely consistent with those in Study1 but somewhat smaller.