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…

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.…

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…

External validity is an important parameter that needs to be considered for decision making in health research, but no widely accepted measurement tool for the assessment of external validity of randomized controlled trials (RCTs) exists. One of the most limiting factors for creating such a tool is probably the substantial heterogeneity and lack…

Though the ACRL "Framework" holds metacognition as crucial to exercising information literacy, its emphasis was reduced from prominence in early drafts to a single mention in the final document. At the same time, few of the frequently-taught sets of source evaluation criteria include a step for self-awareness. This raises the question:…

There has been an increasing interest in research performance in recent years. However, in previous studies, research performance has generally been measured by traditional methods. In this study, a model based on multi-criteria decision-making (MCDM) methods is proposed to evaluate the research performance of universities. In order to apply the…

Despite the increasing recognition for the scientific and societal potential of interdisciplinary research, selection committees struggle with the evaluation of interdisciplinary proposals. Interdisciplinary proposals include a wider range of theories and methods, involve a more diverse team, pose a higher level of uncertainty, and their…