Every student, no matter where he or she lives, deserves a great teacher. States, educator preparation programs (EPPs), and K-12 leaders must work together to ensure that all teachers are learner ready on day one in the classroom. But too often, these actors do not have access to the necessary information to fully prepare teachers for the unique…

More than a decade ago, Michael Lewis penned the influential book "Moneyball." An examination of how Oakland Athletics General Manager Billy Beane used data to make his franchise competitive with wealthier baseball teams, the book struck a chord. Beane's strategy of making decisions based on data had a powerful and positive impact on the…

In a context where schools are held more and more accountable for the education they provide, data-based decision making has become increasingly important. This book brings together scholars from several countries to examine data-based decision making. Data-based decision making in this book refers to making decisions based on a broad range of…

The articles in this issue call for a deeper and better understanding of data, their use, the conditions that are most conducive for using data well, how individuals and groups of practitioners make sense of the data before them, and the intended and unintended consequences of data use for school improvement. The authors together craft important…

In their opening comments to this special issue on data use, Coburn and Turner point to "one of the most central questions in social theory: the interrelationship between macro-social structure and micro-level action." Questions about data use--which entail social phenomena that range from federal policy to moment-to-moment interactions…

There are increasing demands for higher levels of data assurance in higher education. This paper explores some of the drivers for this trend, and then explains what stakeholders mean by the concept of data assurance, since this has not been well defined previously. The paper captures insights from existing literature, stakeholders, auditors, and…

This qualitative study identified the best practices utilized by community colleges to achieve systemic and cultural agreement in support of the integration of institutional effectiveness measures (key performance indicators) to inform decision making. In addition, the study identifies the relevant motives, organizational structure, and processes…

With the increase in available educational data, it is expected that Learning Analytics will become a powerful means to inform and support learners, teachers and their institutions in better understanding and predicting personal learning needs and performance. However, the processes and requirements behind the beneficial application of Learning…

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…

Recent social policy reforms have sought to overcome the limitations of "First Way" strategies emphasizing the welfare state and "Second Way" approaches advocating markets. Scholars and policymakers instead have begun to explore optimal synthesis of the public and private sector in a new "Third Way" of leadership and change. According to one line…

The Data Quality Campaign (DQC) submits these comments in response to the US Department of Education's (ED) draft requirements, priorities, selection criteria, and definitions for the Race to the Top District (RTT-D) competition. DQC applauds ED for including the following components of the proposal: (1) Data is acknowledged throughout the…

"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…

Massachusetts is heralded nationally for being the first in the nation to enact a state policy to redesign and expand the learning day for all students to advance academic achievement, broaden enrichment opportunities, and improve instruction. The Expanded Learning Time (ELT) Initiative has gained momentum over the past several years due to the…

This report is the fourth and final paper in the research series by the Commission on the nexus between postsecondary education and workforce development. Prior reports have reviewed the overall context, considered employers' concerns with whether postsecondary education is doing enough to ensure California has a competitive workforce, and…