Libraries at academic institutions have been involved in research data management services (RDMS) for more than ten years. Institutions have adapted their service models in response to funder, journal, and federal mandates that have consequently increased RDMS demand. However, institutions that hope to start or grow their services may have…

Minimal research has been conducted regarding success factors of high school students in rural districts. Through archival data retrieval, student interviews, and observations, this mixed methods study sought to identify success factors of juniors and seniors enrolled at one rural public school in South Texas. The impact of support systems, the…

This paper explores how trust in teacher professional judgment has been reconstituted through the globalised trends of performative accountability and reductive data-driven logics. The article draws upon empirical research from interviews with teachers and school leaders as well as observations of teacher preparation days, classroom and staff…

Schooling in Australia has become subject to increased processes of data-based governance. This article draws upon the insights of an experienced teacher, 'Meriam', who, having taught more than 34-years over almost a 50-year span, reflected upon the nature of such changes. Utilising theorising in relation to datafication processes and…

This article reports an unprecedented exploratory small-scale investigation of the views of senior school leaders in southwest England relating to 'off-rolling' (illegal exclusionary practices). 'Off-rolling' is conceptualised as a policy technology, however, the conceptual framework used in data analysis derives from Foucault's treatment of power…

Technology integration and learning analytics offer insights to improve educational experiences and outcomes. In advancing these efforts, laws and policies govern these environments placing protections, standards, and developmental opportunities for higher education, students, faculty, and even the nation-state. Nonetheless, evidence of…

In 2019, the Center for American Progress (CAP) embarked on a series of community conversations with caregivers, educators, school administrators, and other school stakeholders to learn what information they value and want to know about schools and student learning. This issue brief highlights what CAP gleaned from one round of community…

The digitalisation and datafication of education has raised profound questions about the changing role of teachers' educational expertise and agency, as automated processes, data-driven analytics and accountability regimes produce new forms of knowledge and governance. Increasingly, research is paying greater attention to the significant role of…

In an international policy environment of intensified high-stakes accountability, pupil assessment data are an invaluable commodity and critical indicator of both school and teacher effectiveness. Teachers' engagement with pupil data and the associated experiences of increased accountability are of great consequence, and highly contentious for…

As tuition rates for higher education rise, universities are under increased pressure from internal and external stakeholders to document outcomes such as graduation rates. To do so, higher education institutions must use data effectively. This paper examines the University of Wisconsin--Stout's (UW-Stout) strategies for data use in the…

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…

Measures of student growth offer a richer understanding of student performance than a moment-in-time test score alone, but measures of student growth are not created equal. In their accountability plans for implementing the Every Student Succeeds Act (ESSA), some states are using a sophisticated analysis of multiple data points that evaluate the…

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…

Accountability policies assume that educators will use student data to improve student learning, but data use in practice has turned out to be harder than theorized. The purpose of this article was to examine how science teachers in Grades 5 to 8 used data in their classrooms. Utilizing sensemaking theory, we found that teachers decided how to use…

Following recent analysis by "We The Educators", a joint project of the Alberta Teachers' Association, the Canadian Teachers' Federation and Education International, the global proliferation of education technologies is inseparable from "the privatisation and standardization of education occurring around the world" (We The…