This chapter will provide potential models for analyzing learning data through a discussion of screening data and then analyzing that data using appropriate statistical techniques.

At their core, Intelligent Tutoring Systems consist of a student model and a policy. The student model captures the state of the student and the policy uses the student model to individualize instruction. Policies require different properties from the student model. For example, a mastery threshold policy requires the student model to have a way…

The Condition of Education in the Commonwealth Action Guide presents an overview of the current policy landscape and context in areas of need, along with suggested program steps for bringing successful practices to scale. The Action Guide and the larger Condition of Education in the Commonwealth project provides a common foundation for more…

Background: Within the last few years, the focus on educational accountability has shifted from holding students responsible for their own performance to holding those shown to impact student performance responsible--students' teachers. Encouraged and financially incentivized by federal programs, states are becoming ever more reliant on…

This paper reports on a national study, involving a mixed-method research design comprising a randomised controlled trial (RCT), text analysis, student and teacher interviews and lesson observations. It set out to investigate whether contextualised teaching of grammar, linked to the teaching of writing, would improve student outcomes in writing…

An analysis of the rationale and theoretical foundations of the Genius Discipline-specific Literacy Model and its use of SMARTvisuals to cue information-processing skills and strategies and focus attention on essential informational elements in high-frequency topics in history and the English language arts are presented. Quantitative data…

This "Practitioner's Guide to Growth Models," commissioned by the Technical Issues in Large-Scale Assessment (TILSA) and Accountability Systems & Reporting (ASR), collaboratives of the "Council of Chief State School Officers," describes different ways to calculate student academic growth and to make judgments about the…

Principals tend to prefer working in schools with higher-achieving students from more advantaged socioeconomic backgrounds. Principals often use schools with many poor or low-achieving students as stepping stones to what they view as more desirable assignments. District leadership can also exacerbate principal turnover by implementing policies…

Professional development that improves teaching and student learning meets research-based standards to ensure high-quality educator learning experiences. Since the quality of professional learning affects its results, many states, districts, and schools want to measure the effectiveness of their professional development to make targeted…

For years the Bureau of School Programs Evaluation of the New York State Education Department has studied relationships between school processes and student achievement. The primary strategy has been (1) to use multiple regression analysis to obtain relationships, (2) to use school district average scores as the data for analysis, and (3) to…

This paper attempts primarily to establish the guidelines of a reference framework for studying educational inequality as it relates to ethnic, religious, and socioeconomic divisions within society. In his analysis, the author focuses mainly on inequality between different socio-occupational categories. The discussion is organized in two major…

This paper reports on the final phase of a three-part study on the status of instructional supervision within several New York City public schools. In the first parts of the study the researchers found, through extensive use of surveys (questionnaires and interviews), that centralized educational reform had serious consequences for instructional…

School-effectiveness research is constrained by ambiguous factors of effectiveness and a lack of theory. This paper presents findings of a study that used simulation to improve school-effectiveness theory. Simulation is also used to explore the direct effects of schools on individual learning. After introducing simulation models, the paper…

This paper reviews a number of studies which indicated that the sociocultural context wherein the schools function influences a great many school characteristics. The study was based on the general hypothesis that the structure and functioning of the public schools is influenced by the modernity of the sociocultural context which they serve.…