Although Machine Learning (ML) is used already in our daily lives, few are familiar with the technology. This poses new challenges for students to understand ML, its potential, and limitations as well as to empower them to become creators of intelligent solutions. To effectively guide the learning of ML, this article proposes a scoring rubric for…

Income gaps in college enrollment, persistence, and graduation raise concerns for those interested in equal opportunity in higher education. We present findings from a randomly assigned scholarship for low-income students at a medium-sized public 4-year university. The program focused solely on the first four semesters of enrollment and tied aid…

In response to increased accountability demands placed on teacher preparation programs across the US, some programs are using standardized teacher performance assessments, such as edTPA. A recent mandate for this study's elementary teacher preparation program is teacher candidates' successful completion of edTPA for teacher certification. A case…

This study uses a complexity-accuracy-lexis-fluency (CALF) framework to explore performance on 2 speaking tasks: a narrative picture-based task and an interactive decision-making task. A preliminary aim is to compare performance on the 2 tasks, using a wide range of CALF measures to explore where scores are similar and where they are different.…

Teacher perspectives have been lacking in the mobile-assisted language learning (MALL) literature. To fill this gap, this study investigates how Chinese teachers implemented WeChat-supported language tasks and the challenges they encountered in the process. Based on technology-mediated task-based language teaching and authentic assessment…

Considering that each student has a different cognitive structure, in addition to providing students with the perspective of a scientist, evaluating this acquisition; it is an important dimension of science education in the context of measurement and evaluation. In this context, the scientific process skills (SPS) of the students with different…

This design-based research study examined the first two cycles of development, enactment, analysis, and redesign of the Power of Data (POD) Facilitation Academy. Professional Learning and Development (PLD) providers' geospatial technology (GST) skills, understanding of programme principles, preparation, and stages of concern for implementing POD…

Many paraeducators have no formal education beyond high school and are provided with minimal training once on the job. Furthermore, as more schools turn to inclusionary practices, the impetus for highly qualified paraeducators becomes more important. However, little research has examined efficient ways to train paraeducators who work in inclusive…

Students are taught about the foundations of inquiry--questions, tasks, and sources--and how to build inquiry-based curriculum and instructional strategies for social studies. They begin their student teaching experiences knowing the difference between a compelling and supporting question, the role of a formative and summative performance task,…

Increased accountability demands are being placed on teacher preparation programs across the USA to demonstrate competencies of their teacher candidates. As a means of evaluating teacher candidates' instructional effectiveness and readiness for their own classrooms, some programs are using standardized teacher performance assessments, with faculty…

There is a growing interest in conceptualizing, defining, and assessing what are often called 21st century skills or deeper learning competencies. The purpose of this literature review is to explore the conceptualizations, definitions, and understandings in the research literature related to critical thinking. Key initial questions include: What…

In 2020, because of the COVID-19 pandemic the higher education sector, in the United Kingdom and internationally, transitioned to online assessment, at a speed and scale which might have been unimaginable under normal circumstances. The priority in the sector was to ensure that fundamental principles of assessment, including integrity, were…

Today, 35 states use performance-based funding models tying appropriations directly to educational outcomes. Financial incentives should induce colleges to improve performance, but there are several well-documented reasons why this is unlikely to occur. We examine how two of the most robust performance funding states--Tennessee and Ohio--responded…

Interpreting Self-Efficacy (ISE) is the belief one holds about their own interpreting capabilities. One of the first instruments to measure this self-belief is S.-B. Lee's ISE scale, a statistically sound self-report questionnaire designed to measure the ISE levels of undergraduate students majoring in consecutive interpreting (Cronbach's…

Competency education, a K-12 reform aimed to ensure that all students meet high expectations, requires that students demonstrate mastery of competencies to advance and earn credit, typically through assessments where students apply knowledge. Students receive more time and possibly personalized instruction to demonstrate mastery if needed.…