In recent years, educators, administrators, policymakers, and measurement experts have called for assessments that support educators in making better instructional decisions. One promising approach to measurement to support instructional decision-making is diagnostic classification models (DCMs). DCMs are flexible psychometric models that…

We explore ways in which statistics can be used to understand disease spread and support decision-making by governments. "Past performance does not guarantee future results"--we hope. We discuss and show examples from the National Science Foundation (NSF)-funded COVID-Inspired Data Science Education through Epidemiology (CIDSEE) project.…

Despite the ideological and political support of inclusive education for students with disabilities in U.S schools, the interpretation of the concept of inclusion is still vague and disputed. This article proposes a continuum model of inclusion based on current research, policies, and practice. The inclusion continuum model was developed to…

Universities in South Africa are confronted with student unrest, which has hindered the effective university education process. They have faced various shortages of academic activities and teaching and learning because of protests and subsequent management responses that culminated in the closures of universities at most times. Student unrest has…

CIPP, which stands for Context, Input, Process and Product, an evaluation model, is one of the most widely applied curriculum evaluation models in education. This document-based study sought to determine the historical development of CIPP as a curriculum evaluation model. Here, the reasons why the CIPP evaluation model was conceptualised are…

This article presents the development and application of a model that can be utilized to compare the autonomy of principals in various historical and national contexts. Drawing on former conceptual work on autonomy in education, the model conceptualizes principal autonomy as two-dimensional. The first dimension is the decision making expected from…

In this review of the "Educational Goods," the author provides a set of comments that might extend the worthy framework provided by Brighouse, Ladd, Loeb and Swift. In particular, the author calls attention to the ways in which continued work within this project might broaden its conceptualisation of educational goods, increase the scope…

In this paper, I offer Brighouse et al some friendly suggestions for expanding the notion of 'educational goods', pose some challenges for their book's decision-making framework and offer an opportunity for them to fill some small, but interesting lacunas. I start by comparing their typology of desirable educational outcomes with alternative…

A recent study conducted by the American Psychological Association (APA) on school violence observed an emerging trend of in-school violence committed by students on school faculty and staff (McMahon et al., 2022). As a result, educators have increasingly factored student-related violence on adult stakeholders in their decisions regarding teacher…

With respect to framework presented in K. Shores and S. Loeb's article, I answer two questions: How well does the framework map onto a real-world situation marked by conflict over fair opportunity? What use might the framework be to decision makers? [For Kenneth Shores and Susanna Loeb's "Distributive Decisions in Education: Goals,…

In this brief comment on "Educational Goods," I raise two worries about the authors' proposed normative framework for educational decision-makers. The first concerns the omission of rationality, or responsiveness to reasons, from the list of educational goods; the second concerns the inclusion of parental interests in the list of…

Directors of Student Teaching from teacher preparation programs across Canada were surveyed and then interviewed in follow-up focus groups to determine the opportunities and barriers they perceived during processes of placing pre-service teachers with disabilities into practicum settings. These data are interrogated within three theoretical…

The General Data Protection Regulation (GDPR) in the European Union contains directions on how user data may be collected, stored, and when it must be deleted. As similar legislation is developed around the globe, there is the potential for repercussions across multiple fields of research, including educational data mining (EDM). Over the past two…

Exploratory data analysis (EDA) is an iterative, open-ended data analysis procedure that allows practitioners to examine data without pre-conceived notions to advise improvement processes and make informed decisions. Education is a data-rich field that is primed for a transition into a deeper, more purposeful use of data. This article introduces…

Most recent research on teacher evaluation examines evaluation's measurement properties and accountability uses. Less research studies how evaluation data can improve teaching and student learning. In other contexts, researchers have examined how teachers use data to improve their practice. From general research on teachers' data use, we apply the…