A widely applicable procedure of examining proximity to unidimensionality for multicomponent measuring instruments with multidimensional structure is discussed. The method is developed within the framework of latent variable modeling and allows one to point and interval estimate an explained variance proportion-based index that may be considered a…

Multidimensionality and hierarchical data structure are common in assessment data. These design features, if not accounted for, can threaten the validity of the results and inferences generated from factor analysis, a method frequently employed to assess test dimensionality. In this article, we describe and demonstrate the application of the…

Measurement of latent constructs is one of the most challenging tasks in psychological research. Unlike physical variables, latent constructs are not directly observable but are inferred through individuals' responses to a set of items often referred to as measurement instruments, tests, surveys, or assessments. For decades, exploratory factor…

In recent years, the system of student learning and academic emotions has been taken seriously to re-engineer the teaching-learning process at all levels of education. This research paper considers both aspects of assessing the translation of knowledge i.e. qualitative and quantitative. In the current scenario, quantitative and qualitative…

Psychometric measurement models are only valid if measurement invariance holds between test takers of different groups. Global model tests, such as the well-established likelihood ratio (LR) test, are sensitive to violations of measurement invariance, such as differential item functioning and differential step functioning. However, these…

In 1995, Huffman and Heller used exploratory factor analysis to draw into question the factors of the Force Concept Inventory (FCI). Since then several papers have been published examining the factors of the FCI on larger sets of student responses and understandable factors were extracted as a result. However, none of these proposed factor models…

The study evaluates the linear number board game "100 House." Taking into account Krajewski's (2003, 2013) development model of mathematical competencies, this game supports the development of mathematical competencies in 6-year-old children. The board game design is based on the American cognitive alignment framework approach and aims…

The aim of this study is to determine whether the Happiness Fear Scale (FHS) developed by Joshanloo and Weijers (2014) is suitable for Turkish culture. For this purpose, validity and reliability of the scale were examined. The study consisted of 180 university students, 87 male and 23 female. The linguistic equivalence of the scale was made by…

Recent research suggests that rumination may represent both a risk factor for and consequence of depression, especially among female samples. Nevertheless, few longitudinal studies have examined a reciprocal model of rumination and depression in early adolescence, just before rates of depression diverge by gender. The present study evaluated a…

Emotional intelligence is a contributing construct to learning and other personal and career developments. It is a perplex notion involving many conceptions which resulted in various tools of emotional intelligence. University education is a terminal stage when young people are ready to enter the job arena and are expected to be emotionally sound.…

A direct approach to point and interval estimation of Cronbach's coefficient alpha for multiple component measuring instruments is outlined. The procedure is based on a latent variable modeling application with widely circulated software. As a by-product, using sample data the method permits ascertaining whether the population discrepancy…

The purpose of this study was to examine the relationships between the implementation of the American School Counselor Association (ASCA) National Model and burnout in secondary school counselors who were ASCA members (n = 494). An inverse relationship was discovered between implementation and burnout based on survey results. Results indicated…

The overall aim of this paper is to provide an epistemological rational for the measurement of intentionality. The purpose of this narrative is to identify "Intentionality" as an arena of action in the dispositional learning domain can be measured using an "Intentionality Measurement Instrument" [also referred by the acronym…

Purpose: The research has been designed to determine the level of critical listening proficiency of the teacher candidates. It aims at finding answers to the following questions: (1) What is the level of critical listening proficiency of teacher candidates? (2) Do the teacher candidates' levels of critical listening proficiency indicate a…

Rates of student success--four-year transfer, degree, and certificate completion--are frequently discussed. Less frequent, however, are opportunities to reflect on how these outcomes are measured. In this paper, I reflect on how rates of success--specifically for men of color--are calculated based on two California institutional accountability…