This article describes a comprehensive approach to fully automated assessment of children's oral reading fluency (ORF), one of the most informative and frequently administered measures of children's reading ability. Speech recognition and machine learning techniques are described that model the 3 components of oral reading fluency: word accuracy,…

In this study, we investigated differential item functioning (DIF) and its sources using a latent class (LC) modeling approach. Potential sources of LC DIF related to instruction and teacher-related variables were investigated using substantive and three statistical approaches: descriptive discriminant function, multinomial logistic regression,…

Researchers have expressed concern about "implementation" fidelity in intervention research but have not extended that concern to "assessment" fidelity, or the extent to which pre-/posttests are administered and interpreted as intended. When studying reading interventions, data gathering heavily influences the identification of…

This study investigated the relations among annual school absences, data obtained from triennial reading curriculum-based measurement (R-CBM) screenings, including R-CBM slope, and a high-stakes state reading assessment. Participants included 106 third- and fourth-grade students for whom attendance and reading achievement data were available…

Adolescents with Emotional and Behavioral Disorders (EBD) present deficits in literacy skills, in part because their disruptive behaviors interfere with task engagement. Antecedent manipulations, such as those based on behavioral momentum theory, can increase students' contact with reinforcement, leading to greater task engagement. This study…

International studies show that the impact of socioeconomic status (SES) on learning has increased in a number of countries and that poverty is a risk factor that puts children's academic performance at risk. However, there are students who, despite living in impoverished conditions, achieve solid academic performance. How they do so is a question…

The present study aims to investigate the effects of Aesthetics English comic books on EFL junior high school students' vocabulary acquisition, reading comprehension, and English learning motivation. The participants in this study were 28 eighth graders from one class in a public junior high school in Pingtung in Taiwan. After ten weeks…

Research Findings: The goal of the present study was to provide empirical evidence for the importance of mastering reading fluency in early schooling. Study participants were 1,322 students in 3rd grade in 42 schools in a northwestern state. These students were assessed using a battery of reading skill tests as well as comprehensive tests of more…

Among the various theories proposed to explain developmental dyslexia (DD), the theory of specific procedural learning difficulties has gained certain support and is the framework for the current research. This theory claims that an inability to achieve skill automaticity explains the difficulties experienced by individuals with DD. Previous…

Comprehension is the ultimate goal of reading, but it is a very complex task consisting of multiple component skills. A number of studies have tested the simple view of reading (SVR; Gough & Tunmer, 1986) in opaque languages, but few investigations of the SVR components have been conducted on transparent languages. In the present study, we…

Previous research in cognitive diagnostic assessment (CDA) of L2 reading ability has been frequently conducted using large-scale English proficiency exams (e.g., TOEFL, MELAB). Using CDA, it is possible to analyze individual learners' strengths and weaknesses in multiple attributes (i.e., knowledge, skill, strategy) measured at the item level.…

The purpose of this report was to explicate the use of logistic regression and classification and regression tree (CART) analysis in the development of early warning systems. It was motivated by state education leaders' interest in maintaining high classification accuracy while simultaneously improving practitioner understanding of the rules by…

Despite a longstanding awareness of academic language as a pedagogically-relevant research area, the construct of academic language proficiency--understood as a more comprehensive set of skills than just academic vocabulary--has remained only vaguely specified. This study examines the potential--for both research and practice--of a more inclusive…

The increased emphasis on using student growth measures in teacher evaluation has raised questions about how to treat test scores from students with disabilities. This study explores the consequences of three common approaches for treating scores from students with disabilities in statistical approaches to estimating teacher effectiveness: (1)…

For decades, standardized reading comprehension tests have consisted of a series of passages and associated multiple-choice questions. Although widely used in and out of the classroom, there continues to be considerable disagreement regarding how or whether such tests have net value in the service of advancing educational progress in reading. This…