At an elementary school in the northeastern region of the United States elementary teachers struggled with using data to make instructional decisions. The purpose of this qualitative study was to explore elementary teachers' perceptions about how their teaching experiences prepared them to use data to make lesson decisions. The…

This interview-based study explores the nature of reflective practice among postsecondary faculty by examining the types of teaching-related data faculty use during their reflection, their reflective practice process, and the contextual factors that influence that process. Our findings indicate faculty drew on both numeric and non-numeric data…

Despite abundant data and increasing data availability brought by technological advances, there has been very limited education policy studies that have capitalized on big data--characterized by large volume, wide variety, and high velocity. Drawing on the recent progress of using big data in public policy and computational social science…

In this article the authors report findings from a practice-based study that examines the cultural practices of data use among 59 science and engineering faculty from three large, public research universities. In this exploratory study they documented how faculty use teaching-related data "in the wild" using interviews and classroom…

The use of big data in smart cities poses new questions about higher education and community-university engagement practices in addressing longstanding social and economic exclusion in urban communities. Drawing on transdisciplinary ideas in higher education, cultural theory, and science and technology studies, primary concerns in the era of big…

All around us are examples of people and organizations with good information making bad decisions. Consider the case of Blockbuster. Less than a decade ago, Blockbuster had 8,000 stores in 17 countries and millions of customers. It was awash in data, including customer surveys that said people disliked going to video stores and hated late fees.…

This chapter presents various definitions of big data and examines some of the assumptions regarding the value and power of big data, especially as it relates to issues of equity in community colleges. Finally, this chapter ends with a discussion of the opportunities and challenges of using big data, critically, for institutional researchers.

Although data-based decision making can lead to improved student achievement, data are often not used effectively in schools. This paper therefore focuses on conditions for effective data use. We studied the extent to which school organizational characteristics, data characteristics, user characteristics, and collaboration influenced data use for…

For educator preparation programs (EPPs) to produce effective teachers, they must engage in a process of continuous improvement using timely, high-quality information about the performance of their respective graduates in the classroom as measured by student outcomes. While states have the capacity to provide this information through their…

This report provides a description of a study conducted by WestEd on behalf of the Bill and Melinda Gates Foundation to examine how the affordances of the technologies in the blended learning environments of three charter schools impacted teaching and learning activities. A particular focus of the work was to examine whether the blended learning…

Studying Topography, Orographic Rainfall, and Ecosystems with Geospatial Information Technology (STORE), a 4.5-year National Science Foundation funded project, explored the strategies that stimulate teacher commitment to the project's driving innovation: having students use geospatial information technology (GIT) to learn about weather, climate,…

What data should teachers use, and how should they use these data to improve their teaching? In this review, a diverse set of literature that addresses this question is categorized according to three distinct approaches: the diagnostic approach, the methods approach, and the teacher approach. Within the diagnostic approach, teachers collect data…

For nearly a decade, the demand for better education data has reverberated across the nation, fueled in part by concerns that the information used in education decision-making is incomplete and, in some cases, inaccurate. In response, millions of federal and state dollars have been invested over the last few years to design and build state-of…

Access to geoscience data has been difficult for many educators. Understanding what educators want in terms of data has been equally difficult for scientists. From 2004 to 2009, we conducted annual workshops that brought together scientists, data providers, data analysis tool specialists, educators, and curriculum developers to better understand…

Since 2006 the national Study of Education Data Systems and Decision Making, sponsored by the U.S. Department of Education's Policy and Program Studies Service, has been examining both the implementation of student data systems per se and the broader set of practices involving the use of data to improve instruction, regardless of whether or not…