Automatic machine learning (AutoML) methods automate the time-consuming, feature-engineering process so that researchers produce accurate student models more quickly and easily. In this paper, we compare two AutoML feature engineering methods in the context of the National Assessment of Educational Progress (NAEP) data mining competition. The…

The article argues that science assessment should change from an item-driven to a construct-driven practice and pay more attention to disciplinary scientific reasoning. It investigates assessment scales developed from a novel theoretical rationale, describing scientific reasoning as three fundamental practices (hypothesizing, experimenting, and…

Current National Assessment of Educational Progress results continued their 40-year pattern with two-thirds of U.S. 8th graders not proficient in reading, yet formal reading and literacy instruction ends in elementary school. Lack of reading proficiency can undermine academic progress in high school. Elementary literacy instruction provides…

The purposes of this study were to investigate the effects of an intervention designed to improve at-risk 4th graders' understanding of fractions and to examine the processes by which effects occurred. The intervention focused more on the measurement interpretation of fractions; the control condition focused more on the part-whole interpretation…

The relationship between the philosophical orientation of a high school citizenship education program and the kinds of competencies that students exhibit on a nationally administered civics knowledge assessment was investigated. The researcher imposed a philosophical paradigm of political perfectionism on the citizenship education curriculum in…

Discussed is the 1986 NAEP data on understanding and using basic science facts. Suggests using observing, measuring, and hypothesis testing as supplements to traditional instructional methods. The use of this technique is urged for Black, Hispanic, and female students to compensate for the lack of outside experiences noted in the NAEP findings.…

For the past six years the National Assessment of Educational Progress has sponsored a national Conference on Large-Scale Assessment, designed to promote and improve communications among educational assessment personnel in State Departments of Education and other agencies. This volume contains most of the papers that were accepted for presentation…

The National Assessment of Educational Progress (NAEP), like most large national surveys, employs a complex stratified multistage unequal probability sample. The design provides a rigorous justification for extending survey results to the entire U.S. target population. Developments in the analysis of data from complex surveys which provide a…

The content of the Public-Use Data Tapes of the National Assessment of Educational Progress (NAEP) is summarized and descriptions of recent research using the database are provided. Since 1969, NAEP has surveyed 9-, 13-, and 17-year-old students and occasionally young adults in assessments of achievement in art, career and occupational…

This study is part of continuing research into the meaning of future National Assessment of Educational Progress (NAEP) science scales. In this study, the test framework, as examined by NAEP's consensus process, and attributes of the items, identified by science experts, cognitive scientists, and measurement specialists, are examined. Preliminary…