The study revisited the community of inquiry (CoI) instrument for construct revalidation. To that end, the study used confirmatory factor analysis (CFA) to examine four competing models (unidimensional, correlated-factor, second-order factor, and bifactor models) on model fit statistics computed using parameter estimates from a statistical…

Reflection is a key component of the transformative learning process. In this study, we take steps to define components of reflection and link them to a computer-based, quantitative method of content analysis called Linguistic Inquiry and Word Count (LIWC). This method can be used to evaluate common forms of reflective writing such as journals,…

The purpose of this article was to describe the foundational development of a conceptual framework for cultural competence of educational leaders based on an extensive literature review and to develop the CCEL instrument. Exploratory factor analysis (EFA) procedures were used on the data (n = 252) to determine the psychometric properties of the…

Vocabulary researchers have started expanding their assessment toolbox by incorporating timed tasks and psycholinguistic instruments (e.g., priming tasks) to gain insights into lexical development (e.g., Elgort, 2011; Godfroid, 2020b; Nakata & Elgort, 2020; Vandenberghe et al., 2021). These timed sensitive and implicit word measures differ…

Social cognitive theory was developed to explain how individuals learn, in part, by witnessing the behavior of others. Self-efficacy is a construct within social cognitive theory which indicates the beliefs that an individual can be successful at a task under specific situational demands. The sources of self-efficacy include self-evaluating past…

A driving factor in designing interactive museum exhibits to support simultaneous users is that visitors learn from one another via observation and conversation. Researchers typically analyze such collaborative interactions among museumgoers through manual coding of live- or video-recorded exhibit use. We sought to determine how log data from an…

The aim of the present study was to develop the Science Amotivation Scale (SAS) in order to determine amotivation levels among demotivated students in science classes as well as examine the reasons causing amotivation. The participants were 533 students (6th, 7th, and 8th grade) studying across secondary schools located in Kars city centre in…

Expanding the scope of previous undergraduate research assessment tools, the "Entering Research" Learning Assessment (ERLA) measures undergraduate and graduate research trainee learning gains in the seven areas of trainee development in the evidence-based "Entering Research" conceptual framework: Research Comprehension and…

The main thesis of the present study is to use the Bayesian structural equation modeling (BSEM) methodology of establishing approximate measurement invariance (A-MI) using data from a national examination in Saudi Arabia as an alternative to not meeting strong invariance criteria. Instead, we illustrate how to account for the absence of…

Socioscientific issues, issues that center on the intersection between scientific and social problems in real-world contexts, are valuable tools to use in science instruction due to their association with gains in scientific literacy, argumentation skills, and content knowledge. However, due to their complex nature, crafting instruction using…

Our study aims to develop and validate a multidimensional Innovative Work Behaviour instrument to measure teachers IWB. Current IWB conceptualizations and operationalizations need further attention. Existing measurements miss empirical evidence of the construct validity and moreover do not include a sustainability dimension. Based on a thorough…

Principal component analysis (PCA) is one of the most important and powerful methods in chemometrics as well as in a wealth of other areas. Running a PCA results in two main elements, the score plot and the loading plot; the score plot provides the location of the samples, and the loading plot indicates correlations among variables, the trends in…

The objective of this study was to determine the fitness of the Self-Directed Learning Readiness Scale (SDLRS) factorial structure for Taiwanese secondary school students. Analyzing the model fit of the SDLRS was undertaken. Data from the 8-dimensional 58-item SDLRS completed by 3,878 students from 7 Taiwan secondary schools were analyzed using…

Social capital (SC) has been described as the "glue" that facilitates close social relationships among individuals, groups, and communities. However, few studies have empirically tested the structure of this concept. We report two studies that advance and test a model of SC in youth involved in social organizations. A theory-guided…

This article describes a factor analytic study designed to identify the underlying dimensions of school-based counseling practice that will be useful in describing cross-national differences in school-based counseling practice and in enabling comparative research on school-based counseling policy and effectiveness. Practicing school-based…