Since researchers investigated automatic scoring systems in writing assessments, they have dealt with relationships between human and machine scoring, and then have suggested evaluation criteria for inter-rater agreement. The main purpose of my study is to investigate the magnitudes of and relationships among indices for inter-rater agreement used…

This dissertation is comprised of three papers that propose and apply psychometric models to deal with complexities and challenges in large-scale assessments, focusing on modeling rater effects and complex learning progressions. In particular, three papers investigate extensions and applications of multilevel and multidimensional item response…

Self-report is currently used as an indicator of professional practice in a variety of fields, including medicine and education. Important to consider, therefore, is the ability of self-report to accurately capture professional practice. This study investigated how well professionals' self-reports of behavior agreed with an expert observer's…

Previous Language Testing research has largely reported that although many raters' characteristics affect their evaluations of language assessments (Reed & Cohen, 2001), being a native speaker or non-native speaker rater does not significantly affect final ratings (Kim, 2009). In Second Language Acquisition, some researchers conclude that…

Understanding the sources of variance in speaking assessment is important in Japan where society's high demand for English speaking skills is growing. Three challenges threaten fair assessment of speaking. First, in Japanese university speaking courses, teachers are typically the only raters, but teachers' knowledge of their students may unfairly…

Speaking performance tests typically employ raters to produce scores; accordingly, variability in raters' scoring decisions has important consequences for test reliability and validity. One such source of variability is the rater's level of expertise in scoring. Therefore, it is important to understand how raters' performance is influenced by…

This problem-based learning project focused on the need to enhance the capacity for leadership of building administrators in order to effectively evaluate teachers. Federal and state guidelines mandate highly qualified teachers in every classroom, and teacher evaluation is an important component to ensure qualified teachers are in the classroom.…

"Voice" is widely considered to be a feature of effective writing. It's no surprise, then, that voice criteria frequently appear on rubrics used to score student essays in large-scale writing assessments. However, composition theorists hold vastly different views regarding voice and how it should be applied in the evaluation of student writing, if…

By centralizing the issue of test fairness in language proficiency assessments, this study responds to a call by researchers for developing greater social responsibility in the language testing agenda. As inquiries into language attitude and psychology indicate, there is an underlying uncertainty pertaining to the validity of test use and score…