This paper explores how data-driven practices and logics have come to reshape the possibilities by which the teaching profession, and teaching professionals, can be known and valued. Informed by the literature and theorising around educational performativity, the constitutive power of numbers, and affective responses to data, it shows how…

There are many great stories of schools and districts effectively using MAP® Growth™ data to change the trajectory of student learning--but the stories don't often begin in high school. That's why Southwest Local School District in Ohio and their incredible growth are so unique. How did they start with an effective intervention at the high school…

This chapter discusses challenges to using data in a continuous improvement framework and describes the approaches some community colleges have used to overcome those challenges.

Under emerging policy structures in California, the responsibility for school improvement is increasingly placed upon local school districts, with County Offices of Education (COEs) playing a critical support role. In this system, districts are responsible for school improvement, with counties in charge of ensuring quality across districts and…

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…

This article shares what "Educational Leadership" authors have to say about doing data right, which is the theme of this issue. The following questions are addressed in this article: (1) Are you using data to guide improvement?; (2) Are you looking at the right kinds of data?; (3) Are you using data to motivate students?; and (4) Are you…

The contribution of data use in schools has been proven via visible changes in policy and practice in schools (instrumental effects), changes in practitioners learning or cognition (conceptual effects) and changes in opinions or attitudes regarding teaching or policy-making (symbolic effects). Nevertheless, limited research is available on the…

This chapter discusses principles that support using data about teaching and learning and offers several strategies particularly well suited for use by institutional researchers at small colleges in helping faculty, staff, and administrators use data on student learning for improvement.

The concept of data-informed decision making (DIDM), a term used interchangeably with data-driven decision making (DDDM) and data-based decision making (DBDM), is relatively new to Irish education and the school planning process. This research sought to clarify what data principals use and how they use that information for school improvement…

Data plays a starring role in promoting educational equity, and data-driven decision making begins with good state policies. With the recent passage of the Every Student Succeeds Act (ESSA) and a proposed federal rule to address racial disproportionality in special education, states will shoulder increased responsibility for eliminating…

Data utilization is a key component of school improvement as data can be used to enhance student achievement both systematically and on an individual student level. Through systemically analyzing multiple sources of data, educators can make informed and knowledgeable school improvement decisions. In order to effectively make data-drive decisions…

Although much has been written about the potential benefits of effective data use in schools, considerably less attention has been paid to how schools make sense of the data generated from performance-based accountability measures. This article explores schools' usage of state test data, the intensity of data use, and the perceived utility of…

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…

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…

Postsecondary institutions are under increasing scrutiny to provide evidence of student learning. Despite efforts to increase the number and frequency of assessments of student learning, many colleges and universities need help to make good use of assessment results for the improvement of teaching and learning. To address this need, in February…