It is of critical importance to be aware of the historical discrimination embedded in the data and to consider a fairness measure to reduce bias throughout the predictive modeling pipeline. Given various notions of fairness defined in the literature, investigating the correlation and interaction among metrics is vital for addressing unfairness.…

This study aims to develop a scale to measure the design thinking process and to evaluate the reliability and validity of this scale. It fills this gap by introducing a 36-item scale specifically designed to measure design thinking abilities across the five key stages of the design thinking process: empathize, define, ideate, prototype, and test,…

Methods to generate random correlation matrices have been proposed in the literature, but very few instances exist where these correlation matrices are structured or where the statistical properties of the algorithms are known. By relying on the tetrad relation discovered by Spearman and the properties of the beta distribution, an algorithm is…

We present two types of validity evidence to support inferences and decisions about use of easyCBMs in relation to state testing programs. The first type involves the use of Benchmarks in reading to use in making predictions of performance on the Smarter Balanced (SB) test. These predictions can be made both well in advance (several months) or…

To ensure quality of education, a language framework should be the foundation on which second language curricula are developed. In 2010, the Council of Ministers of Education, Canada (CMEC), as suggested by Vandergrift (2006a, 2006b), recommended the use of the Common European Framework of Reference (CEFR) in the K-12 Canadian school context and…

The study was designed as a linked two-phase investigation, aiming to psychometrically develop and validate a Chinese version of the "Organizational Climate Diagnostic Instrument for Junior High Schools" (OCDI-JH) for use in Taiwan. Through extensive literature reviews, the complex phenomena of school climate were decomposed into a…

Specifications grading is a version of mastery grading distinguished by giving students clear specifications that their work must meet, and grading most things pass/fail based on those specifications. Mastery grading systems can get quite elaborate, with hierarchies of objectives and various systems for rewriting and retesting. In this article I…

The purpose of the research was to replicate commonality analysis for two measures: critical content monitoring and sentence verification technique. Participants were 967 fourth-, fifth-, and sixth-grade students across seven public primary schools in a southeastern U.S. district. The predictor variables were administered as benchmarks 3 times in…

Ensuring that students are ready for college when they graduate from high school has important implications for students, educators, education policymakers, and other stakeholders. This study focuses on an examination of the relationship between the National Assessment of Educational Progress (NAEP) grade 12 mathematics assessment and college…

The purpose of this study is to examine aspects of internal quality assurance to evaluate Indonesian Islamic universities, develop Delta Internal Quality Assurance (DIQA), and provide empirical evidence for using DIQA as a standard model of evaluation. It is a research and development (R&D) endeavor in the context of the input, process, and…

The purpose of this study was to examine the psychometric properties of the Michigan School Libraries for the 21st Century Measurement Benchmarks (SL21). The instrument consists of 19 items with three subscales: Building the 21st Century Learning Environment Subscale, Teaching for 21st Century Learning Subscale, and Leading the Way to 21st Century…

The amount of research evaluating the technical merits of general outcome measures of science and social studies achievement is growing. This study targeted criterion validity for critical content monitoring. Questions addressed the concurrent criterion validity of alternate presentation formats of critical content monitoring and the measure's…

Student Evaluations of Teaching (SET) have been the most consistently administered tool, and they are still extensively used in higher education institutions to assess teaching effectiveness. The purpose of this study was to explore how SET are used by administrators in the teaching evaluation process at a large, research-intensive Canadian…

We report on a standard-setting project in which the Item-Descriptor-Matching Method (IDM) and a complementary benchmarking approach were employed to align a suite of English language proficiency exams to the "Common European Framework of Reference" (CEFR), with a particular focus on the integrated and independent writing exams. Judges'…

The application of game-based learning adds play into educational and instructional contexts. Even though there is a lack of standard methodologies or formulaic frameworks to better inform game-based intervention development, there exist scientific and empirical studies that can serve as benchmarks for establishing scientific validity in terms of…