Based on national test data, students are performing at a basic achievement level (below grade-level) in both reading and math (NCES, 2022). Research indicates four causes for low academic performance: poor pre-service preparation; inconsistent presence of standards-based, grade-level curriculum; lack of ongoing, evidence-based professional…

The aim of this study is to investigate the impact of different logistic regression estimators applied to RDS studies via simulation and the analysis of empirical data. Four simulated populations were created with different connectivity characteristics. Each simulated individual received two attributes, one of them associated to the infection…

The aim of this study is to investigate how the emotional orientations in peer assessment affect student performance. Given that the emotional data in peer comments exist in the form of unstructured text, this study applied the text sentiment analysis method to the mining and analysis of peer-review texts. For this purpose, emotional orientations…

We discuss transforming STEM education using three aspects: learning progressions (LPs), constructed response performance assessments, and artificial intelligence (AI). Using LPs to inform instruction, curriculum, and assessment design helps foster students' ability to apply content and practices to explain phenomena, which reflects deeper science…

The use of brief dyslexia rating scales is increasing given current dyslexia legislation efforts across the United States. The purpose of this article is to provide an overview of the historical context of the use of brief dyslexia rating scales, strengths, and limitations of using these measures, criteria for selecting these measures, and a…

To effectively avoid subjective bias in manual evaluation. This article proposes a MIDI piano teaching performance evaluation method based on bidirectional LSTM. This method utilizes a three-layer bidirectional LSTM neural network mechanism to make it easier for the model to capture useful information. In addition, the Spark clustering training…

Consistent with Joint Workforce Innovation and Opportunity Act (WIOA) Final Rule requirements, the U.S. Departments of Labor and Education (the Departments) have determined it is appropriate and reasonable in PY 2023 for the: (1) U.S. Department of Labor (DOL) to assess performance for four performance indicators under the WIOA title I core…

School districts have recognized the undeniable power of using data to enhance performance. As a result, teachers are now required to use data to prepare for critical state assessments and to improve district levels. These assessments are crucial in determining the school's rating by the state and can even result in a state takeover if scores are…

The assessment of human performance is not a new phenomenon. We have evidence that people have been required to prove their worth dating back at least to the Epic of Gilgamesh. What has changed, at least on a large scale, is the importance given to quantitative evidence in the evaluation process. For example, many employers have begun subjecting…

Purpose: Improving and assuring the quality of higher education has become a key element of policy agendas worldwide. To this end, a complete accountability system has been developed through various evaluation procedures. Specifically, this study analyzes the perceptions of university teaching staff on the impact of performance appraisal systems…

Background: The provision of speech intervention in children requires personalized, child-tailored approaches. Different speech-intervention approaches exist to eliminate cleft-related speech errors in children with a cleft palate. However, it is unclear what approach works best for the subtypes of cleft-related speech errors. Aims: To describe a…

Traditional authentic assessment tasks are frequently tied to future work and enmeshed in neoliberal and capitalist visions of education. We advocate an alternative approach where authenticity signifies meaningful learning outside the confines of the classroom to promote deep learning that 'sticks'. We proffer an understanding of "assessment…

The purpose of this study was to compare the effectiveness of interdependent and independent group contingencies on pre-service teachers' performance on class quizzes that reflected their knowledge of evidence-based practices for students with extensive support needs. In the interdependent condition, the course instructor awarded extra credit…

Teacher evaluation and teachers' professional learning are too often confined to separate areas of research and professional practice. Rather than approach evaluation and enquiry as distinct or irreconcilable, this paper applies the ideas of Stenhouse to explore new possibilities for the reappropriation of mandated appraisal in ways that support…

Longitudinal academic advising (AA) and coaching programs are increasingly implemented in competency based medical education (CBME) to help residents reflect and act on the voluminous assessment data they receive. Documents created by residents for purposes of reflection are often used for a second, summative purpose--to help competence committees…