Background and Context: Computational thinking (CT) has been increasingly added to K-12 curricula, prompting teachers to grade more and more CT artifacts. This has led to a rise in automated CT assessment tools. Objective: This study examines the scope and characteristics of publications that use machine learning (ML) approaches to assess…

This paper examines various approaches to evaluating the classroom teacher and discusses the inclusion of dispositions in the evaluation process. A random sample of 150 teachers were asked to complete an online survey focusing on the inclusion of dispositions in their formal evaluations. They were asked to report what specific dispositions were…

As beef industry trends have evolved, beef producers are looking for value-added beef practices and marketing strategies. To ensure that a new value-added beef Extension program framework at Iowa State University aligns with beef producers' needs, a needs assessment instrument was created. We developed a needs assessment tool focused on program…

Using student evaluations of teaching (SETs) as a quality assessment tool have long been a highly debated topic among both practitioners and scholars of higher education teaching. Rather than focus on whether SETs provide reliable measurements of quality, we explore what happens when SETs are implemented as or intended as quality development…

Data-based decision-making has been a frequently used policy and practice intervention used in schools to help inform the decision-making processes of educational practitioners, with the aim of improving student outcomes. Interim benchmark assessments are designed by commercial test developers to support educators in this framework. In fact, the…

This review synthesizes the literature base evaluating the effects of behavior analytic interventions delivered via augmented reality (AR) technology for individuals with autism. We also conducted a quality review. We identified 14 studies with a majority of the studies (n = 11; 79%) utilizing single-case research design. Of the 14 studies, three…

Ensuring teacher effectiveness within higher education contexts continues to shape institutional policy discourse and practice. However, there is limited research exploring how assessment practices correspond with teachers' and students' perceptions of teacher effectiveness, particularly in vocational higher education settings. Acknowledging the…

Nontraditional grading methods have recently become more common, and as with any large pedagogical shift, there are a number of questions to consider when applying a new grading scheme to a course. This article summarizes four types of nontraditional grading and shares experiences from the authors who have applied them to a variety of courses in…

Educational research outcomes frequently rely on an assumption that measurement metrics have interval-level properties. While most investigators know enough to be suspicious of interval-level claims, and in some cases even question their findings given such doubts, there is a lack of understanding regarding the measurement conditions that create…

According to architectural designers, although they are aware of the sound environment when designing spaces, in many cases visual (design) and cost (cost-effectiveness, etc.) were the predominant factors. In many cases, the visual (design) and cost aspects (cost-effectiveness, etc.) were dominant. The tacit rule for evaluating the sound…

Given the rapid adoption of machine learning methods by education researchers, and the growing acknowledgment of their inherent risks, there is an urgent need for tailored methodological guidance on how to improve and evaluate the validity of inferences drawn from these methods. Drawing on an integrative literature review and extending a…

Assessment is a significant part of an education system that evaluates students' learning. Assessment tools have been a topic of interest for educationists and academicians since the beginning of the education system, and it is still advancing every day. Therefore, this research explored the perceived effectiveness of assessment tools currently…

The development of a set of rubrics for teachers and curriculum designers interested in the quality of numeracy tasks emerged from our struggle with an attempt to clarify the distinction between numeracy and mathematics. Shifting our perspective from asking what numeracy and mathematics are to asking what they are about led to the…

Evaluation competency frameworks across the globe regard evaluation approaches as important to know and use in practice. Prior classifications have been developed to aid in understanding important differences among varying approaches. Nevertheless, there is an opportunity for a new classification of evaluation approaches, in particular one that is…

Despite the increasing adaption of automated text analysis in communication studies, its strengths and weaknesses in framing analysis are so far unknown. Fewer efforts have been made to automatic detection of networked frames. Drawing on the recent developments in this field, we harness a comparative exploration, using Latent Dirichlet Allocation…