Deciding which random effects to retain is a central decision in mixed effect models. Recent recommendations advise a maximal structure whereby all theoretically relevant random effects are retained. Nonetheless, including many random effects often leads to nonpositive definiteness. A typical remedy is to simplify the random effect structure by…

Previous research has individually assessed parallel analysis and minimum average partial for factor retention in exploratory factor analysis using ordinal variables. The current study is a comprehensive simulation study including the manipulation of eight conditions (type of correlation matrix, sample size, number of variables per factor, number…

Introduction: In recent years, the incorporation of novelty as a psychological need and the study of the frustration of needs have become a recurring theme in the research on psychological needs in the educational environment. Currently, there are two scales available to assess the frustration of basic psychological needs (FBN) in the context of…

There is little evidence regarding the impact of helicopter parenting (HP) on adolescents' school adjustment (SA). This study examined gender differences in maternal/paternal HP, internal/external academic locus of control (ALC) and SA, and the mediating effect of internal/external ALC in the relationship between maternal/paternal HP and SA in…

Considering the key role of organizational commitment in teachers' professional performance, many researchers have studied the predictors of this variable in different educational institutions. However, a short glance at the pertinent literature displays that most of the previous studies on this variable have been conducted in general education…

The study aimed to verify the psychometric properties of the emotional-style scale and explore different clusters of emotional styles. An emotional style scale was completed in three districts of western Taiwan using stratified random sampling. The study confirmed the reliability and convergent validity of each subscale in a sample of 712…

Although examining teachers' various areas of knowledge in classroom practices has attracted considerable attention during recent decade, a short multidimensional questionnaire to assess the interactions of the knowledge domains with teachers' technological knowledge is unavailable in the literature. Thus, this research presents a self-assessment…

Introduction: Puberty health, as a fundamental aspect of adolescent health, requires targeted and evaluated educational programs. However, to date, a comprehensive tool to measure the effectiveness of these programs has not been developed. Therefore, this study aimed at the design and psychometric validation of the Evaluation Scale for Puberty…

Teachers play a vital role in promoting societal change and guiding students toward a sustainable future. This research aims to develop and validate a scale, namely 'Teaching Styles for Sustainability Education (TSSE)' to assess teaching styles in sustainability education in Pakistan. The scale was developed and tested with students from nine…

Learning programming challenges students who encounter difficulties such as resolving syntax and format errors. These challenges require students to invoke resilience to overcome programming problems and keep trying. In response, this study developed the programming resilience scale for university students (PRSUS). The snowball-sampling method was…

Despite the availability of effective early interventions, few preschoolers with mental health issues receive these services. This situation exists partly due to challenges in the identification of emotional and behavioral issues in young children. We developed the Brief Child and Family Intake and Outcomes System for Preschoolers, which is a…

This study aims to compare the results of the factor analysis performed with Frequentist and Bayesian approaches. The number of sub-dimensions of the measurement tool obtained from different methods, the variation of the items in the sub-dimensions, and the fit statistics' differentiation were examined. 778 students constitute the study sample.…

Purpose: The purpose of this study is to validate the Korean version of the thriving at work measurement by Porath "et al." (2012). Design/methodology/approach: After translating the thriving at work measurement into Korean, the researchers assessed the validity and reliability of the measurement in a Korean working context using two…

Small area estimation (SAE) plays a crucial role in the social sciences due to the growing need for reliable and accurate estimates for small domains. In the study of well-being, for example, policy makers need detailed information about the geographical distribution of a range of social indicators. We investigate data dimensionality reduction…

Studies have examined the impacts of fear of failure on behavior and performance, yet there are few, if any, attempts to empirically identify this construct in the context of learning. The purpose of this study was to report on the development, validity and reliability of the psychometric properties, and factor structure of the fear of failure in…