Drawing upon the growing datafication of contemporary schooling, our purpose in this article is to use topological thinking as an analytical device to better understand the professionals and practices within emergent data infrastructures. We address this by attending to an influential national (and subnational) data infrastructure of school…

Over the past two decades, education underwent a "big data" revolution as states began tracking individual student performance and interim assessments and educational software allowed for a greater granularity of data on students, teachers, and schools. Despite this plethora of new data, considerable gaps in data on early childhood…

This article addresses what we are calling "the gaps," the divergent and contextual understandings of "opportunity gap" and "achievement gap" evident in interviews with principals and school district leaders. Drawing from a sample of 22 interviews in urban, inner-ring suburban, and outer-ring suburban schools in a…

Student assessment nonparticipation (or opt out) has increased substantially in K-12 schools in states across the country. This increase in opt out has the potential to impact achievement and growth (or value-added) measures used for educator and institutional accountability. In this simulation study, we investigated the extent to which…

This case study examines how district administrators and high school mathematics and science teachers use data in instructional decision making and what challenges they face in the current accountability context. Findings reveal unique aspects of data use directly related to a high school setting within the context of test-based accountability and…

This study aimed to understand administrators' data leadership influenced by multiple contexts by analyzing interviews with 24 administrators from three Midwestern districts. Findings highlight ways that the accountability movement narrowed administrators' data leadership. At the same time, the accountability movement was not totalizing, as…

Purpose: We explored the practices and understandings around using disaggregated data to inform instruction of 18 principals from three Midwestern school districts. Research Method: This qualitative study used one-on-one semistructured interviews with the principals focusing on how they disaggregate data in practice. The protocol included general…

Nationally, 28 percent of all public elementary and secondary schools were in rural locations in 2013-14, serving 18 percent of all K-12 students (U.S. Department of Education, National Center for Education Statistics 2015). Rural schools serve students in sparsely populated areas and have smaller overall populations than schools in other…

The objective of the study was to document and analyze the justifications given by federal institutions of the United States for governmental control of mathematics education as function of the achievement gaps (AGs) in mathematics. We wanted to shed light on the discourses made in the public arena that have legitimized this control and firmly…

(Purpose) The purpose of this study was to examine the effect of math teacher program on students' performances in math teacher training programs in five selected colleges in North Carolina. (Methodology) This study collected 300 data (150 pre-tests and 150 post-tests) data of college students enrolled in the five selected colleges. The ANOVA and…

Ever since the 2001 passage of the No Child Left Behind Act (NCLB), states have faced a federal mandate to improve their ability to collect and analyze education data for the purpose of tracking and reporting the progress of their education reform efforts. With the assistance of federal funds, virtually all of the states are developing…

To become a school administrator in New York State one had to graduate with a minimum of 33 hours of graduate coursework from a state approved administrative preparation program. The specific requirements within the coursework were left in large part to the discretion of the university. New York State was not alone in its certification process.…

The 2001 reauthorization of the Elementary and Secondary Education Act (ESEA), No Child Left Behind, brought the use of student assessment data to the fore. This mandate-based and sanction-laden legislation ushered in a new era of accountability rooted in the collection, analysis, and use of student assessment data for educational improvements. As…

This article reports the results of a national study of American School Counselor Association members (N = 860). Information includes level of school counselor self-efficacy, type of program, status of achievement gap, and equity in their schools. School counselors with higher self-efficacy were more aware of achievement gap data, and school…

The Elementary and Secondary Education Act (ESEA), as amended by the No Child Left Behind Act of 2001 inaugurated important changes in assessment and accountability for English Learner (EL) students. Specifically, Title III of the law required states to develop or adopt English-language proficiency (ELP) standards aligned with language demands of…