Speculative reform jumps the gun on notions of data-driven reform, requiring administrators to anticipate and act to ensure problems (and the data that would show them) do not materialize. Speculative reforms are incapable of delivering the outcomes they promise, as they are fueled by a fear of the future that their reforms do not extinguish. In…

The National Association for Developmental Education (NADE) Accreditation process is more relevant and important than ever to the discussion of students' success and completion of meaningful credentials. In the current politically-charged climate, NADE Accreditation helps programs demonstrate not only to themselves and their administrations, but…

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…

Districts make and implement policies aiming to improve structures, practices, and outcomes. Instructional coaching has become a popular lever to catalyze instructional improvement efforts. However, many questions remain about the alignment between coaching and reforms. This article draws on coupling theory to analyze the relationship between…

As schools and teachers utilize data-driven decision-making processes to identify and remediate struggling students, systemic conditions that contribute to students' learning opportunities are often ignored. This longitudinal mixed-methods study examines the use of an equity audit as a critical data-driven decision-making tool in a graduate course…

Education reform is inevitable; however, the journey of reform must ensure that educators are equipped to meet the diverse needs of all children within the classrooms throughout. Data-driven decision making is going to be the driving force for making that happen. This mixed model research was designed to show how implementing data-driven…

The notion of schools as "loosely coupled" organizations has been widely discussed in the research literature. Many argue it is either a protective mechanism for schools to buffer external pressure or a barrier for implementing new reforms. Against the backdrop of systemic change and accountability, we applied a two-level hierarchical…

Advanced by powerful venture philanthropies, educational technology companies, and the US Department of Education, a growing movement to apply "big data" through "learning analytics" to create "personalized learning" is currently underway in K-12 education in the United States. While scholars have offered various…

Data-informed instructional methods offer tremendous promise for increasing the effectiveness of teaching, learning, and schooling. Yet-to-be-developed data science approaches have the potential to dramatically advance instruction for every student and to enhance learning for people of all ages. Next steps that emerged from a recent National…

This paper considers the role of independent research in helping an education and training system "know itself", illustrating this through the experience of the Centre for Educational Sociology (CES) of which David Raffe was a member and director. It highlights the tensions in the research-policy relationship arising from the different…

Tarrant County College's Achieving the Dream transformation has not only changed the college but all who engaged in the initiative. In four years, through ATD TCC became a college with one purpose, one goal, and one focus--student success through data informed decision making. From TCC Chancellor Dr. Erma Johnson Hadley to campus administrators,…

This report presents the underlying theory and methodology of the first framework to operationalize culture and culturally responsiveness in the context of Positive Behavioral Interventions and Supports. Created following a systematic review of literature, this framework was created as a cultural artifact to expand the conceptualization of the…

The contemporary English policy discourse in higher education of "Putting Students at the Heart of the System" has led to an increasing use of managing by performance "smart-data" reinforcing a consumer-led representation of students as "partners" in the "business of learning" within the academy. This…

This paper reports the results of an 18-month integrated, problem-solving research study of one new school's efforts to create a K-12 system of student assessment data that reflects their innovative vision for personalized and student-centered instruction. Based on interview, observational, and documentary data, the authors report how…

Is there a school leader anywhere who hasn't been directed, or at least encouraged, to "analyze the data" and practice what has been termed "data-driven decision-making"? Today's principal is expected to be able to skillfully collect, organize, analyze, interpret and use a variety of data in order to improve instruction, services and programs for…