Estimating the difficulty level of math word problems is an important task for many educational applications. Identification of relevant and irrelevant sentences in math word problems is an important step for calculating the difficulty levels of such problems. This paper addresses a novel application of text categorization to identify two types of…

This main purpose of this paper is to investigate the impact of task complexity on L2 learners' written narratives. It is argued that L2 learners' written performance is influenced by the complexity of task regarding accuracy, fluency, and complexity. 52 Iranian English learners were selected as the participants of the study. They were asked to…

Recently growth-based approaches to accountability have received considerable attention because they have the potential to reward schools and teachers for improving student performance over time by measuring the progress of students at all levels of the performance spectrum (including those who have not yet reached proficiency on state…

The most critical feature of a common-item nonequivalent groups equating design is that the average score difference between the new and old groups can be accurately decomposed into a group ability difference and a form difficulty difference. Two widely used observed-score linear equating methods, the Tucker and the Levine observed-score methods,…

Too often, the needs of English language learners are met with simplified curriculum and lowered expectations. What would happen if instead classrooms were organized to honor the promise of these students by increasing rather than decreasing the intellectual challenge of instruction, by increasing the support such challenge requires, and by…

Growth-based approaches to federal accountability are receiving considerable attention because they have the potential to reward schools and teachers for improving student performance over time by measuring student progress at all levels of the performance spectrum, including progress by students who have not reached proficiency on state…

SLA researchers agree that explicit knowledge and learning play an important role in adult L2 development. In the field of cognitive linguistics, it has been proposed that implicit and explicit knowledge differ in terms of their internal category structure and the processing mechanisms that operate on their representation in the human mind. It has…

This study used traditional behavioral assessment procedures (functional behavioral assessment and structural analysis) in a single-subject design to determine whether a functional relationship existed between (a) levels of task difficulty and teacher attention and (b) off-task behavior in 3 students identified as highly able in mathematics who…

This study of incidental vocabulary acquisition through reading, involving 72 freshmen at two Asian universities, investigated (i) the effect of repeated encounters with target words on the development of seven aspects of word knowledge, and (ii) the effect of L1 lexicalization on the acquisition of meaning--does the absence of an L1 translation…

Learning to program is known to be difficult for novices. High attrition and high failure rates in foundation-level programming courses undertaken at tertiary level in Computer Science programs, are commonly reported. A common approach to evaluating novice programming ability is through a combination of formative and summative assessments, with…

Research into initial teacher education has come to prominence in recent years, with governments and international organisations advocating reforms in teacher education to serve the needs of a "knowledge economy". In this context, educational research plays a central, albeit controversial, role. On the one hand governmental focus on…

Cognitive flexibility theory posits that some tasks or cognitive activities resist oversimplification, a lens through which the present study is cast. High school writing tasks that promote complex thinking may also promote increased uptake of academic vocabulary. The study described in this article demonstrates how essential questions and other…

Think-aloud and self-report data from 99 undergraduates were used to consider whether extensive use of self-regulated learning (SRL) with hypermedia results in diminishing benefits. Participants individually used a commercially-based hypermedia environment for 30 minutes to learn about a challenging science-related topic. Think-aloud data were…

This study examined the learning opportunities provided to students through the use of complex geological data supporting scientific inquiry. Through analysis of argumentative discourse in a high school Earth science classroom, uses of US Geological Survey (USGS) data were contrasted with uses of geoscience textbook data. To examine these…

We examined free recall and metacognitive judgments of ambiguous sentences studied with and without clues to facilitate their comprehension. Sentences were either studied without clues, with clues meaningfully embedded, or with clues following a 10-s interval delay. After presentation, subjects made judgments of comprehension (JCOMPs) or judgments…