Two of the central issues in comparative judgement (CJ), which are perhaps underexplored compared to questions of the method's reliability and technical quality, are "what processes do judges use to make their decisions" and "what features do they focus on when making their decisions?" This article discusses both, in the…

Teacher observations are being used for high-stakes purposes in states across the country, and administrators often serve as raters in teacher evaluation systems. This paper examines how the cognitive aspects of administrators' use of an observation instrument, a modified version of Charlotte Danielson's Framework for Teaching, interact with the…

We report on the development, validation, and implementation of a collection of test items designed to detect misconceptions related to first-year computer science courses. To this end, we reworked the development scheme proposed by Almstrum et al. ("SIGCSE Bulletin" 38(4):132-145, 2006) to include students' artifacts and to…

Articles in this special issue present recent advances in using state-of-the-art software systems that gather data with which to examine and measure features of learning and particularly self-regulated learning (SRL). Despite important advances, there remain challenges. I examine key features of SRL and how they are measured using common tools. I…

Diverse learning needs are students' learning needs in areas such as language, learning styles, background, disabilities, technology skills, motivation, engagement, and access. Teacher candidates must be aware of and plan to meet these needs. The Universal Design for Learning (UDL) provides guidelines that can increase the level of student…

The topic of how students become self-regulated as learners has attracted researchers for decades. Initial attempts to measure self-regulated learning (SRL) using questionnaires and interviews were successful in demonstrating significant predictions of students' academic outcomes. The present article describes the second wave of research, which…

Elementary general music teachers typically teach hundreds of students every week. Each child has individual learning needs due to a variety of factors, such as prior experiences with music, music aptitude, learning style, and personality. The purpose of this qualitative study was to explore ways that experienced teachers used assessments to…

The Structured Observation System (SOS) is a data collection method developed to document changes in the communication behaviours of children identified with speech and language delays. The system employs a rating scale which reflects the occurrence of communication behaviours as well as the amount of assistance needed for behaviours to occur.…

Considers the role of library and information science professionals as knowledge engineers. Highlights include knowledge acquisition, including personal experience, interviews, protocol analysis, observation, multidimensional sorting, printed sources, and machine learning; knowledge representation, including production rules and semantic nets;…

Generally, experts agree on what good readers do to comprehend text--they connect new text with past experiences, interpret, evaluate, synthesize, and consider alternative interpretations. Yet, traditional measures of reading comprehension only provide a general indicator of how well a student understands text. They do not provide information…