As evidence from evaluation and experimental studies continue to influence decision and policymaking, applied researchers and practitioners require tools to derive valid and credible inferences. Over the past several decades, research in causal inference has progressed with the development and application of propensity scores. Since their…

This report presents a summary of the vast array of activities that comprised the 2023-2024 accreditation year for all Commission approved educator preparation programs. Currently, there are 252 Commission approved program sponsors offering 933 different and active educator preparation programs and many of those are offered through various…

Using a bibliographic approach that employs a systematic literature review, this paper analyzes the state of the field for assessing transformative learning (TL). Assessing TL has always been challenging. Using the field of international education (IE) as a case study, this article leverages findings from the assessment of TL in IE to illustrate…

The article describes practical suggestions for measurement researchers and psychometricians to respond to calls for social responsibility in assessment. The underlying assumption is that personalizing large-scale assessment improves the chances that assessment and the use of test scores will contribute to equity in education. This article…

This article provides a comprehensive analysis of the evaluation of the arts within performance-based research funding systems (PRFSs). Previous literature on PRFSs has overlooked the arts and focussed primarily on outputs in relation to the sciences and humanities. We develop a typology of how artistic outputs are evaluated within 10 countries'…

Impact assessment research has developed theory-based approaches to trace the societal impact of scientific research. Impact assessment typically starts from the perspective of a research investment, organization, or project. Research users, non-academic actors involved in knowledge production, translation, and application, are well represented in…

The purpose of this application manuscript is to address assessing and evaluating the impact of leadership mentoring programs on collegiate mentors. Specifically, this paper addresses the nuanced considerations of creating appropriate program outcomes and associated objectives given the individualized nature of mentoring relationships.…

The consensus-based assessment has long been a prevalent methodology employed in "panel crit" settings in design education and professional design awards. Acknowledging the subjective nature of design evaluation and its importance to the design development process, we report two studies investigating the effect of three levels of design…

Both summative and formative assessments are known to facilitate student learning and understanding and help students to identify areas of weakness. However, few studies have investigated students' preference for either summative or formative evaluations, particularly in the area of preclinical medicine. The current study addresses this deficit by…

A source of contestation in higher education curricula is the multiplicity of demands they serve and purposes they seek to fulfil. In this paper, we see this contestation as actively shaping assessment theory and practice, resulting in paradoxes of valorisation and vilification of everyday assessment practices. We address the plethora of…

Objective: The aim of the present systematic review was to consolidate findings related to emotion recognition accuracy among individuals with attention deficit hyperactivity disorder (ADHD). The review also examined emotion recognition accuracy assessment methods as well as the contribution of gender to emotional recognition accuracy. Method: A…

School leadership research literature has a large number of widely used constructs. Could fewer constructs bring more clarity? This study evaluates construct content validity, defined as the extent to which a measure's items reflect a theoretical content domain, in school leadership literature. To do so, we reviewed 29 articles that used Teaching…

This research article establishes the relationship between key performance indicators and the academic and research quality performance and assessment and quality assurance of any large multidisciplinary academic and research institution or university. The indicators in terms of qualitative and quantitative are being proposed below and are…

The importance of mathematical problem solving (MPS) has been widely recognized. While there has been significant progress in developing and studying interventions to support teaching and learning MPS for students with disabilities, the research on how to accurately and effectively assess the impact of those interventions has lagged, leaving a gap…

Classroom engagement is a critical factor for evaluating students' learning outcomes and teachers' instructional strategies. Traditional methods for detecting classroom engagement, such as coding and questionnaires, are often limited by delays, subjectivity, and external interference. While some neural network models have been proposed to detect…