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…

A valid screening system requires a screener that accurately predicts whether or not students are at risk given their current performance. To understand a screening measure's accuracy, predicted student performance data (i.e., screening data) must be compared with actual performance data. When these sets of data are compared in a setting where…

In recent times, physical education teachers have become increasingly aware of the "games-understanding approach" to teaching. As more physical education teachers implement physical education programs that include a games-understanding model, they are becoming increasingly in need of appropriate and authentic assessment strategies. If one accepts…

This paper reports the findings of an exploratory study concerning the development of higher-order conceptual understanding of Teaching Games for Understanding (TGfU) among physical education pre-service teachers. The development of such understandings has been seen as problematic among pre-service teachers (Randall, 2003). An analysis of the…

While today's curriculum is largely driven by standards, many teachers find the lack of specificity in the standards to be confounding and even intimidating. Now this practical book provides middle and high school teachers with explicit guidance on designing specific objectives and developing appropriate formative and summative assessments to…

Examination of the role of psychometrics in the development of multiple-choice tests and performance-based assessments and consideration of validity and reliability issues leads to this conclusion: Choice of assessments for instruction or large-scale accountability depends on which is more appropriate for the particular purposes. Taxonomic…

Describes a performance-based assessment approach utilizing science activities and questions to assess different levels of thinking. Objectives, materials, and procedures are provided for the assessment of student skills in classification, observation and inference, interpretation, and analysis. (PR)

This paper reviews issues surrounding the use of discrepancy in identifying learning disabilities. Since 1976, it argues, discrepancy has been the primary criterion for defining learning disabilities in practice. In a psychometric and statistical sense, however, issues about the best means for calculating a discrepancy remain problematic. Another…

The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…

This executive summary discusses the definition of learning disabilities (LD) and how students are identified as having a learning disability. It begins by outlining four major methods that are used to compute the discrepancy-based definition of LD and the flaws of the discrepancy-based model. It then describes an approach to defining LD that is…

Many state and local entities are developing and using performance assessment programs. Because these initiatives are so diverse, it is very difficult to understand what they are doing, or to compare them in any meaningful way. Multiple-choice tests are contrasted with performance assessments, and preliminary classifications are suggested to…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…