A recent trend in data-informed continuous improvement efforts is the practice of student-involved data use (SIDU), wherein teachers guide students in tracking and analyzing their own learning data. However, as SIDU is a newer emphasis in educational data use, research is scarce as to how teachers (preservice or veteran) develop the knowledge and…

Numerous actors influence how educational policies play out in practice, but this does not mean that policies themselves are without power. Policies are crafted and enacted in part because they serve as signal and symbol: How a policy is formally codified establishes expectations, exerts norming influence, and catalyzes shifts in how issues are…

In this conceptual paper, we map the research terrain on what we term "student-involved data use" (SIDU)--that is, the practice of having students track, chart, and analyze their own data in formal and structured ways. Drawing on peer-reviewed research as well as practitioner-oriented literature, social media, and district websites, we…

Computer data systems have become a lynchpin to supporting school data use. However, successfully implementing such systems is no easy task. In this case, readers explore the ways in which "technology problems" and "people problems" can be intertwined. The case follows Dr. Molly Winters as she encounters social and…

Background: In the last few decades, a focus on school accountability at the state and federal levels has created expectations for teachers to attend to data in increasingly structured ways. Although professional learning is often cited as an important facilitator of effective data use, research that focuses on the intersection of professional…

In the present study, an examination is conducted in three school districts of how data are used to improve classroom practice. In doing so, we explore the effects that attitudes toward data, principal leadership, and computer data systems have on how data are used to affect classroom practice. Findings indicate that educators are ambivalent about…