Need for cognitive closure refers to the need to reach a precise knowledge instead of confusion and ambiguity on a subject and the desire to make a decision as soon as possible. The purpose of the present research is to adapt the "15-item version of the Need for Closure Scale" developed by Roets and Van Hiel to Turkish and testing the…

In this research it is aimed to develop an instrument that could be used to measure university students' satisfaction with foreign language lessons in a valid and reliable manner. The research was conducted on three separate study groups consisting of 460 students in the spring semester of the 2017-2018 academic year. In the research, firstly, an…

Many scholars agree on the general theoretical structure of metacognition, which is what informed the development of the Metacognitive Awareness Inventory (MAI). Although self-report instruments such as the MAI suffer many threats to validity, they continue to be used in research and practice because of their convenience. With the MAI, studies…

The aim of this study is to examine the relationship between the job satisfaction and job stress of Physical Education teachers working in the Western Black Sea Region of Turkey. This research also investigates whether there is a significant change between job satisfaction and job stress in terms of the demographic features of these teachers. The…

Research indicates that race-based discrimination is detrimental to the mental and physical health of African Americans. The authors sought preliminary evidence of internal consistency and factorial validity of an African American Historical Trauma questionnaire administered to 400 participants. Reliability and exploratory factor analyses resulted…

The Council for the Accreditation of Educator Preparation Programs (CAEP), required evidence of reliability and validity of measures used in a university's Educator Preparation Program (EPP). This paper describes processes that provided this evidence for the Teacher Performance Assessment (TPA). Literature examined included Messick (1989), Linn…

In exploratory item factor analysis (IFA), researchers may use model fit statistics and commonly invoked fit thresholds to help determine the dimensionality of an assessment. However, these indices and thresholds may mislead as they were developed in a confirmatory framework for models with continuous, not categorical, indicators. The present…

School-aged youth face a number of academic and behavioral challenges within the educational environment, including bullying involvement. Unfortunately, bullying has been linked to a number of detrimental psychosocial outcomes. Scholars have attempted to establish predictive profiles for youth involved in bullying. These profiles include bully…

A disconnect exists between definitions of school readiness used in research and early childhood education (ECE). While researchers often discuss school readiness as a single, multidimensional construct, the majority of studies operationalize it using multiple measures rather than as one outcome. In comparison, in ECE settings a single measurement…

Multidimensional measurement is a common theme in motivation research because many constructs are conceptualized as having an overarching general factor (e.g., situational interest) and specific dimensions (e.g., attention demand, challenge, exploration intention, instant enjoyment, novelty). This review addresses current issues associated with…

This study aims to apply the model principal component analysis to reduce multicollinearity on variable currency exchange rate in eight countries in Asia against US Dollar including the Yen (Japan), Won (South Korea), Dollar (Hong Kong), Yuan (China), Bath (Thailand), Rupiah (Indonesia), Ringgit (Malaysia), Dollar (Singapore). It looks at yield…

The measurement error in principal components extracted from a set of fallible measures is discussed and evaluated. It is shown that as long as one or more measures in a given set of observed variables contains error of measurement, so also does any principal component obtained from the set. The error variance in any principal component is shown…

The correlated trait-correlated method (CTCM) model for the analysis of multitrait-multimethod (MTMM) data is known to suffer convergence and admissibility (C&A) problems. We describe a little known and seldom applied reparameterized version of this model (CTCM-R) based on Rindskopf's reparameterization of the simpler confirmatory factor…

Exploratory factor analysis (EFA) is a data reduction technique used to condense data into smaller sets of summary variables by identifying underlying factors potentially accounting for patterns of collinearity among said variables. Using an illustrative example, the 5 general steps of EFA are described with best practices for decision making…

The metacognitive self-regulation (MSR) scale is among the most widely used measures of metacognition in educational research. However, the psychometric properties and validity of the scale have not been well established. A series of analyses on a college sample were performed to address this issue. In Study 1, a split-sample exploratory (EFA) and…