Most existing studies on the relationship between factor analysis (FA) and principal component analysis (PCA) focus on approximating the common factors by the first few components via the closeness between their loadings. Based on a setup in Bentler and de Leeuw (Psychometrika 76:461-470, 2011), this study examines the relationship between FA…

This paper investigates research quality criteria in the Creative Arts (CA). The CA has been introduced into the higher education and research sector over the last three decades. It is thus a relatively new research field and there is little empirical knowledge on how outputs in this field should be evaluated. Our study applies a mixed-method…

Finding all the "gifted" students who would benefit from a gifted and talented service is a perpetual concern. In this article, we focus on how to effectively implement multiple criteria in identification. First, we provide some broad background before introducing three different ways to combine multiple data points (AND, OR, and MEAN)…

Purpose: This study aims to offer an original criterion of assessment for examiners of practice-based doctorates in contemporary arts practices, based upon the degree of intrigue, perceptual and conceptual, afforded by the research outputs. It is argued that intrigue is the necessary stimulus for the states of attention required for the…

The (Random Intercept) Cross-Lagged Panel Model ((RI-)CLPM) is increasingly used in psychology and related fields to assess the longitudinal relationship of two or more variables on each other. Researchers are interested in the question which of the lagged effects is causally dominant receives considerable attention. However, currently used…

Purpose: The study addresses the critical need for a performance measurement model tailored to universities in fragile countries. It aims to identify and prioritise criteria and sub-criteria within the model, specifically designed to accommodate the unique challenges faced by the higher education institutions in fragile nations.…

This paper argues that Ofsted's initial approach to the use of criteria encouraged a misguided view of how inspection judgements should be made and, at worst, militated against the professional discussion between inspectors and schools that should always have been at the heart of the process.

School leaders struggle in their efforts to implement standards-based grading reforms in large part because they fail to address the inconsistency in grading practices among individual teachers. This article describes three crucial steps necessary to gain greater consistency in teachers' grading practices: (1) Reaching consensus on a purpose…

Debates about appropriate, fair and effective ways of assessing research and researchers have raged through the scientific community for decades, recently mostly concerned with discussing the merits and limitations of metric-based, quantitative assessments versus peer review-based, qualitative alternatives. Ample attention has been paid to formal…

Feedback is considered of great relevance for supporting student learning. It is therefore the focus of a significant body of theoretical work and is included in many observation frameworks for measuring teaching quality. However, little is currently known about the extent to which the theoretical and empirical knowledge of feedback from the…

Many colleges and universities now require faculty search committees to use rubrics when evaluating faculty job candidates, as proponents believe these "decision-support tools" can reduce the impact of bias in candidate evaluation. That is, rubrics are intended to ensure that candidates are evaluated more fairly, which is then thought to…

Small sample sizes pose a severe threat to convergence and accuracy of between-group level parameter estimates in multilevel structural equation modeling (SEM). However, in certain situations, such as pilot studies or when populations are inherently small, increasing samples sizes is not feasible. As a remedy, we propose a two-stage regularized…

This research addresses two important developments in the academic field: First, universities are transforming into organisational actors, gaining more responsibilities and capacities for strategic action, and second, competition has reached a new level. An important driver of competition and universities' development towards strategic actorhood…

This study aims to provide an overview of the distribution of the Spanish scientific workforce focusing on differences in authorship position by gender, academic age, number of authors, and research field. The results show some degree of parity in younger age cohorts and areas such as biomedicine, but little participation of females in the oldest…

Identifying wordlike units in language is typically done by applying a battery of criteria, though how to weight these criteria with respect to one another is currently unknown. We address this question by investigating whether certain criteria are also used as cues for learning an artificial language--if they are, then perhaps they can be relied…