Systems of accountability are "second order" ways of using evidence of the standard to which "first order" tasks are carried out for a great variety of purposes. However, more accountability is not always better, and processes of holding to account can impose high costs without securing substantial benefits. At their worst,…

Teacher working conditions surveys provide biennial, comprehensive data regarding school leadership. This case describes how a Title I middle school principal proactively addresses end-of-year data to address identified needs and growth areas in a collaborative manner in her middle school. The principal works in a concerted manner with an…

Drawing on data collected during an evaluation of Indiana schools receiving Title I 1003(g) School Improvement Fund grants in the 2008-2009 school year, this article explores how professional development can be used to support school improvement efforts. This article upholds the conclusion that when activities support the development of a…

Surveys and benchmarks continue to grow in importance for community colleges in response to several factors. One is the press for accountability, that is, for colleges to report the outcomes of their programs and services to demonstrate their quality and prudent use of resources, primarily to external constituents and governing boards at the state…

School inspections are expected to have an impact on data use and improvement of schools. Schools are expected to generate data (e.g., self-evaluation reports and student achievement results) as part of the inspection process. This process, in turn, also generates data (e.g., inspection reports) for school improvement. The high-stakes context in…

The Transformative Change Initiative (TCI) is dedicated to assisting community colleges to scale up innovation in the form of guided pathways, programs of study, and evidence-based strategies to improve student outcomes and program, organization, and system performance. The impetus for TCI is the Trade Adjustment Assistance Community College and…

Policymakers across the nation are leading efforts to ensure that every classroom has an effective teacher. Faced with the need to dramatically improve student outcomes, states have embraced a policy agenda that promotes and supports teacher quality in many ways, including developing evaluation and compensation policies, targeting professional…

Although data driven-decision making has been the mantra of school reform for the last 10 years, school leaders benefit from frequent discussions in how to engage teachers in the process. As a result, the purpose of this paper is to apply Reeves' (2004) framework concerning Antecedents of Excellence in creating a school culture that routinely uses…

In 2006, six community and technical colleges in Washington State joined the innovative national reform initiative called Achieving the Dream (ATD). This report describes the progress each college made in implementing ATD's "culture of evidence" principles for institutional improvement, examines strategies implemented by the colleges to…

In the present study, an examination is conducted in three school districts of how data are used to improve classroom practice. In doing so, we explore the effects that attitudes toward data, principal leadership, and computer data systems have on how data are used to affect classroom practice. Findings indicate that educators are ambivalent about…

Data are only useful if people are able to access, understand and use them. Without access to the right information, stakeholders are forced to make decisions based on anecdote, experience or instinct. For information to be useful, it must be timely, readily available, and easy to understand. This brief highlights the importance of implementing…

America can no longer afford an education system that fails to use data effectively to guide decisionmaking. The education sector is facing ever-increasing demands to improve student outcomes, reduce burden, increase efficiency, and improve transparency. These demands cannot be met without the strategic and effective use of data. Due to the…

Background: Through its Children First initiative, New York City policymakers promoted collaborative inquiry as a process for helping administrators and teachers use student data to improve instruction and raise student achievement. Since 2007, city schools were expected to engage higher proportions of faculty in the inquiry work each year.…

"Building Institutional Capacity for Data-Informed Decision Making" is the third installment of the Cutting Edge series, which aims to help colleges engage faculty, scale successful interventions, and create a strong culture of evidence through use of data to strengthen their institutional change and student success efforts. Though the…

State education data systems have often been described as data rich but information poor. Historically, these systems were created for compliance purposes and, therefore, designed and managed as information technology projects, but a culture change is under way. Educators and other stakeholders are beginning to value data as a tool to inform…