When comparing relations and means of latent variables, it is important to establish measurement invariance (MI). Most methods to assess MI are based on confirmatory factor analysis (CFA). Recently, new methods have been developed based on exploratory factor analysis (EFA); most notably, as extensions of multi-group EFA, researchers introduced…

Despite the ease of accessing a wide range of measures, little attention is given to validity arguments when considering whether to use the measure for a new purpose or in a different context. Making a validity argument has historically focused on the intended interpretation and use. There has been a press to consider both the intended and actual…

Alternate assessments based on alternate achievement standards (AA-AAS) have historically lacked broad validity evidence and an overall evaluation of the extent to which evidence supports intended uses of results. An expanding body of validation literature, the funding of two AA-AAS consortia, and advances in computer-based assessment have…

State summative educational assessment is about to begin in earnest. Rightfully, many are raising questions about the quality, meaning, and appropriate use of the assessment results. This document was written to support state educational agencies (SEAs) and their assessment providers in devising effective and efficient analysis plans. This…

In the service of educational accountability, student achievement tests are being used to measure constructs quite unlike those envisioned by test developers. Scores are compared to cut points to create classifications like "proficient"; scores are combined over time to measure growth; student scores are aggregated to measure the…

Score reports have one or more intended audiences: the people who use the reports to make decisions about test takers, including teachers, administrators, parents and test takers. Attention to audience when designing a score report supports assessment validity by increasing the likelihood that score users will interpret and use assessment results…

This article discusses critical methodological design decisions for collecting, interpreting, and synthesizing empirical evidence during the design, deployment, and operational quality-control phases for automated scoring systems. The discussion is inspired by work on operational large-scale systems for automated essay scoring but many of the…

This article sets the stage for the description of a variety of approaches to test reviewing worldwide. It describes the importance of test reviewing as a protection of the public and of society and also the benefits of this activity for test users, who must choose measures to use in particular situations with particular clients at a particular…

State test scores administered for accountability purposes are regularly used to adjust instruction in nuanced ways. This is no accident--No Child Left Behind demanded that students' scores be returned quickly to teachers in order that this might be the case, and the idea of data-driven decision making continues as one way the promise of education…

Given the changing landscape of educational accountability at the local, state, and national levels, and the changes in the uses of the National Assessment of Educational Progress (NAEP), including the evolving uses of NAEP as a policy tool to interpret state assessment and accountability systems, an explicit statement of the current and potential…

Despite decades of research and debate, the issue of unequal outcomes continues to be a concern in educational systems worldwide. In England, published data relating to pupils' attainment across ethnic groups and by class indicators has been used to demonstrate continued inequalities in schools. This article attempts to deconstruct the…

The report, "Evaluation of the National Assessment of Educational Progress", provides a number of recommendations for addressing validity concerns about NAEP. This article identifies actions that could be taken by the Congress, the National Center for Education Statistics, and the National Assessment Governing Board--which share responsibility for…

This handbook is designed as a quick reference for first-year teachers who find themselves in an assessment driven environment with little experience to help make sense of the language, underlying philosophy, or organizational structure of the assessment system. The handbook begins with advice on developing and evaluating effective learning…

Discusses results of the National Assessment of Educational Progress (NAEP) and the Third International Mathematics and Science Study (TIMSS), which examined the use of educational technology. Topics include validity and interpretation of results; and what needs to change about how technology is used in education, including adding technology…

Classroom measurement devices, when tailored to fit a teacher's particular instructional objectives, are essential for optimal teaching and learning. Teachers use test data to assess students' progress but often fail to analyze tests for validity. This article shows how locally and correctly developed assessment tools may serve a variety of…