In our data-rich world, there are strong calls for greater focus on data literacy as increasingly, 21st century jobs require some level of data literacy. Data literacy is inherently STEM integration, especially when working with real-world scenarios, as it requires bringing math and technology into the science classroom to interpret and engage…

Drawing on ethnographic research from a small urban high school serving predominantly low-income students in a large northeastern city, this case explores how a school leader seeks to improve the school's graduation rates by analyzing student data. It asks readers to consider the overall organization of the meeting, the role of the principal, the…

Students beginning high school commonly experience increased stress and behavior problems alongside declines in grades, attendance, interest in school, and perceptions of academic competence and self-esteem (Alvidrez & Weinstein, 1993; Reyes et al., 2000). Moreover, research indicates that, relative to students who graduate from high school,…

The expectation that educators will use data in the service of school improvement and planning is a major feature of national and local reform agendas. Prior research has found that the principal plays a critical role in making policymakers' visions for data use a reality at the school and classroom levels. Most prior studies, however, have not…

This conceptual model introduces a process to help school counselors use data to drive decision making and offers examples to implement the process. A step-by-step process is offered to help school counselors and school counselor supervisors address educational issues, close achievement gaps, and demonstrate program effectiveness. To illustrate…

This case study describes tensions that became apparent between community members and school administrators after a proposal to close a historically African American public high school in a large urban Southwestern city. When members of the city's longstanding African American community responded with outrage, the school district's senior…

Although there is an emerging body of research that examines data-driven decision making (DDDM) in schools, little attention has been paid to how local leaders strategically frame sensemaking around data use. This exploratory case examines how district and school leaders consciously framed the implementation of DDDM in one urban high school.…

The expectation that teachers will use student achievement data to improve their instruction is a major feature of national and local reform agendas. The theory of action behind data-driven decision making is a mostly causal model of professional action, whereby teachers diagnose weaknesses and implement solutions. The purpose of this article is…

While teachers face new expectations for student learning and more equitable educational outcomes, instruction and assessment remain rooted in traditional approaches that are largely inequitable, culturally irrelevant, and intellectually disengaging, contributing to gaps in academic achievement across student groups (Darling-Hammond, 2010; King…

This article traces how the work of instructional leadership in the urban high school embodies a response to particular pressures in the school's environment. Based on evidence from multiple-case study research in four urban districts, the article demonstrates how supervisory and nonsupervisory leaders fashioned responses to the district (and…

The purpose of this study was to examine the impact of open enrollment, curriculum alignment, and data-driven instruction on the test performance of English Language Learners (ELLs) and Re-designated Fluent English Proficient students (RFEPs) at Shangri-la High School. Participants of this study consisted of the student population enrolled in…

Principals are charged with the responsibility of conducting teacher evaluations that lead to improved instructional practices, as well as using information gathered during the process to make informed data-driven decisions about teacher performance. This study analyzes the impact digital teacher evaluations have played on this process. Four…

The academic achievement gap is the manifestation of differential learning outcomes for students typified by membership in an ethnic minority sub group or economically disadvantaged sub group. Addressing the achievement gap has become vital for the nation as a whole, and even more critical for the state of California because the majority of…

This study analyzed California High School Exit Exam (CAHSEE) intervention strategies that were implemented by successful urban superintendents in order to determine best practices that were being used across the state of California to increase the passing rate on that exam. Four research questions were analyzed: (1) what types of intervention…

There is no disputing that for high school students to be college and career ready, they need adequate time to learn, and individualized attention to meet each student's academic goals, learning styles, and social needs. Over the past decade, Education Resource Strategies (ERS) has partnered with urban schools and districts to improve their use of…