The question of generalizability or the usefulness of qualitative research results beyond the confines of the primary site, sample, and study has been hotly debated by qualitative researchers for decades. When examining this question of generalization the first surprising finding is there appears to be no general consensus about the definition,…

Using data strategically to guide decisions and actions can have a positive effect on education practices and processes. This facilitation guide shows education data teams how to move beyond simply reporting data to applying data to direct strategic action. Using guiding questions, suggested activities, and activity forms, this guide provides…

Coburn and Turner (this issue) present an intriguing framework for understanding how data has come to be used in the current high accountability environments in education. In this framework, they connect various processes of data use within organizational and political contexts. Data use is presented using an ecological perspective that deepens…

The focus article by Coburn and Turner (this issue) seeks to provide a comprehensive framework for understanding data use in the context of data-use interventions. This commentary focuses on what the authors see as a glaring omission in what is otherwise a valuable framework: the issue of "useful data." It is their contention that the usefulness…

In recent years, interest has spiked in data-driven decision making in education--that is, using various types of student data to inform decisions in schools and classrooms. In October 2008, the Council of the Great City Schools and American Institutes for Research (AIR) launched a project funded by The Bill & Melinda Gates Foundation that focused…

Using data to redesign instruction is a means of increasing student achievement. Educators in Camden County (Georgia) Schools have used data from benchmark testing since 1999. They hired a commercial vendor to design a benchmark test that is administered four times a year and use the data to generate subject-area reports that can be further…

With clear and concrete examples from elementary and high schools, this book helps you effectively gather, analyze, and use data to improve student learning. It demonstrates how to make better decisions, identify root causes of problems, and communicate and report results.

The Project on Secondary Analysis directed its attention to methodology and policy issues, focusing on reanalysis of existing data (1979-82)--surveys, program evaluations, etc.--as a vehicle for learning how to improve methods of obtaining and analyzing data, designing program evaluations, and constructing policy to enhance the quality and utility…

A communication theory paradigm typically is used to investigate the relationship between evaluation information and utilization: "Who says what, how, to whom, with what effects?" This study investigates the "how," or medium of presentation, aspect of the paradigm. (Author/LMO)

The purpose of this study was to identify the beliefs of Tennessee principals and teachers about the knowledge and skills required of leaders when using data to improve educational decision-making. Personal interviews were conducted with 10 principals and 10 teacher leaders certified by the National Board for Professional Teaching Standards.…

In this article we chronicle a particular professional development initiative designed to promote the acquisition of an evaluation habit of mind within an educational context. After describing the rationale behind this initiative in some detail, we proceed to map the experiences of four of the participants--a principal, a vice principal, a…

The initiatives taken by one school district to support professional development for principals in using data for school planning and reform were studied. A data-planning training model was developed in the San Francisco Unified School District (SFUSD) (California) to build skills principals need to read, interpret, and use multiple sources of…

The National Postsecondary Education Cooperative has sponsored two working groups on student outcomes, one exploring the issue from a policy perspective and the other, from a data perspective. This report presents the results of the data perspective case studies, discusses the strengths and weaknesses of the "state of the art" in student…

Data from nine Michigan elementary, middle, and high schools highlight the challenges and common strategies found in the use of student assessment data to meet public demands for accountability. The information gathered from assessment tools varies by frequency and type. Educators have, historically, underutilized data to guide practice because…

The National Longitudinal Study of the Class of 1972 represents a rich data source on life events experienced by a national sample of U.S. students from the time they left school until just after their thirtieth birthdays. Using this public-use source for other than educational research is discussed. (SLD)