In this article, the author argues that student data is more than just test scores. Alex Kajitani notes that data matter because they provide crucial information to teachers that enable them to better serve their students. Teachers can use data to determine students' strengths and areas of need. The effective use of data means being able to…

Generating, collecting, and analyzing building usage statistics can greatly increase the ability of an access services unit to meet the changing dynamic of patron needs in an academic library. By analyzing three different data points, the Access Services Unit in Malpass Library at Western Illinois University was able to determine the most…

Data-based decision making is all the rage. Secretary of Education Arne Duncan (2009) has emphatically declared, "I am a deep believer in the power of data to drive our decisions. Data gives us the roadmap to reform. It tells us where we are, where we need to go, and who is most at risk." In the past few years, all 50 states have adopted most or…

Since its inception, the National Center for Education Statistics (NCES) has been committed to the practice of documenting its statistical methods for its customers and of seeking to avoid misinterpretation of its published data. The reason for this policy is to assure customers that proper statistical standards and techniques have been observed,…

This document presents an interactive visual guide that explains what data are, how they help, and what people can do with them. It also offers ways to enact statewide policies that support effective data use.

Data use and decision-making--these two phrases have appeared together in probably hundreds of education articles and have been the topic of a host of presentations during the past decade. In addition, research studies have confirmed the importance of data-informed decision-making to school improvement. Thus, school leaders have found it makes…

It is hard to overestimate the significance of the master planning process. The process is one of the most salient strategies that the Maryland State Department of Education utilizes for improving student achievement and closing the achievement gap. Until recently, many local school systems (LSSs) treated planning as a local endeavor that merely…

This guide is designed to inform school directors about the value of a data dashboard and to provide information on how districts can create a data dashboard for school directors. A data dashboard is a tool for viewing and analyzing student achievement and performance data. Key data for monitoring student achievement and directing policy level…

By demystifying traditional rational accounting perspectives, the work of Ginsberg (TM 508 964) offers a basis to develop notions of accountability in relation to meaningful work processes. (BW)

Premature application of quantitative indicators formerly used for individual assessment and research to bureaucratic decision making can produce side effects that are dysfunctional in nature. In order to illustrate this phenomenon, the author reviews a general literature and utilizes examples form mental health care. (Author/BW)

This guide presents an introduction to the basics about data collection and discusses the uses of data in daily work. The emphasis is on youth programs in Indiana, but the information is useful for programs in other states. Ways in which program planners and advocacy activists can use data are described, and local, state, and national resources…

In support of Ginsberg's theory (TM 508 964), a third corollary to the Conservation of Discretion Law is proposed: Where possible, the worker will use a statistic not as a statistic but, rather, as an instrument to reduce the workload. Three illustrations are presented: grade point averages, crime rates, and recidivism rates. (BW)

This user's manual has been produced to familiarize data users with the procedures followed for data collection and processing of the first follow-up teacher component of the National Education Longitudinal Study of 1988 (NELS:88). The teacher component provides teacher information that can be used to analyze the behaviors and outcomes of the…