This study explored longitudinal associations between student-teacher closeness in Early Childhood Education and Care (ECEC) at 5 years of age and children's externalising problems at 3, 5 and 8 years, and its potential dependency on teachers' perceived competence regarding children's behavioural and social problems. We applied structural equation…

Moderators are variables that affect the relationship between a predictor and outcome. They help to clarify otherwise ambiguous patterns of results, extend theory, and signal the growth of a field. Given the importance of moderators, the authors offer an overview of methodological and statistical considerations for testing moderation and then…

Imagination and creative self-efficacy (CSE) are important components of the creative process and outcomes but are rarely investigated together. To explore the relationship between personality factors, imaginative thinking, and CSE, survey responses were gathered from university students in a southwestern region in the United States (n = 1,731).…

This study investigates the impact of perezhivanie, a concept encompassing emotional experiences and their personal significance on English-speaking proficiency and speaking anxiety among Chinese learners of English as a Foreign Language (EFL). The study focuses on the emotional and cognitive dimensions of perezhivanie to understand its dual role…

The aim of the study reported on here was to build a structural model of the relationship between 21st-century learner skills, individual innovativeness and epistemological beliefs. Data of the study were collected with three different scales, namely, the 21st-Century Learner Skills Scale, the Epistemological Beliefs Scale, and the Individual…

This study examined relationships between college students' writing achievement goal orientations, writing self-regulatory behaviors and writing grades. The study was conducted in a postsecondary setting at a large public university. Using multivariate techniques, survey and writing sample data were gathered to address the following research…

Structural equation modeling is an ideal data analytical tool for testing complex relationships among many analytical variables. It can simultaneously test multiple mediating and moderating relationships, estimate latent variables on the basis of related measures, and address practical issues such as nonnormality and missing data. To test the…

With the intensification of global integration, education internationalization has become one of the important indicators for evaluating the level of higher education development in a country. From the total income of tourism in recent years and its contribution to China's GNP, it can be seen that the tourism industry has a strong development…

Background: Individuals may find it challenging and discomforting to communicate about sex because they may lack the skills and efficacy necessary to communicate their sexual desires. When individuals do have opportunities to have such discussions about sex in open and comfortable settings, they may seek informational support (i.e., advice) from a…

Research questions regarding how, for whom, and where a treatment achieves its effect on an outcome have become increasingly valued in substantive research. Such questions can be answered by causal moderated mediation analysis, which assesses the heterogeneity of the mediation mechanism underlying the treatment effect across individual and…

Longitudinal models provide researchers with a framework for investigating key aspects of change over time, but rarely is "time" itself modeled as a focal parameter of interest. Rather than treat time as purely an index of measurement occasions, the proposed Time to Criterion (T2C) growth model allows for modeling individual variability…

Hybrid autoregressive-latent growth structural equation models for longitudinal data represent a synthesis of the autoregressive and latent growth modeling frameworks. Although these models are conceptually powerful, in practice they may struggle to separate autoregressive and growth-related processes during estimation. This confounding of change…

Servant leadership has been proposed as a highly relevant approach to leadership in the higher education context. However, little is known about its contribution to desirable organizational outcomes in academic settings, and even less is known about the role that servant leadership's multidimensionality plays. Consequently, our study aims to…

Longitudinal research is often interested in identifying correlates of heterogeneity in change. This paper compares three approaches for doing so: the mixed-effects model (latent growth curve model), the growth mixture model, and structural equation model trees. Each method is described, with special focus given to how each structures…

We tested a theoretical model that integrated regulatory focus, second language (L2) self-guides, anxiety and enjoyment, eager and vigilant L2 use, and L2 achievement. We collected data from 324 students learning English as a foreign language. Structural equation modeling results showed that (a) the promotion focus positively predicted ideal…