Youth-focused Community and Citizen Science (CCS) projects are contexts in which youth can contribute to the entire "data lifecycle"--from data-collection to decision-making with their scientific findings. But data alone does not contain the answers for what action to take and how. Using the educational context of an afterschool CCS bird…

This study examines what forms of data school leaders use, how they matter for students' learning, and which school contexts matter for such leadership practices to succeed. Utilizing hierarchical linear modeling, we analyzed survey responses from 1,381 school leaders and administrative data from 269 Florida schools. We find that although school…

Grounded in the belief that data will drive instructional change, data-driven decision making continues to be a prevalent reform strategy in schools. However, the use of data does not always prompt teachers to change their instructional practices, particularly in low-performing schools where accountability pressures loom large. Drawing on in-depth…

In 2008, a diverse group of New York City leaders--including representatives from the NYC Department of Education, the teacher and administrator unions, the philanthropic and business communities, and New York University--came together to establish the Research Alliance for New York City Schools. Since that time, the Research Alliance has worked…

Various data systems have been long and pervasively used in schools to collect student data. However, very few educators are able to apply their collected data to improve their teaching. The purpose of this article is to investigate how middle school teachers adapt data mining protocols to enhance their teaching and to improve their students'…

For a school improvement initiative to succeed, education leaders must do more than adopt a new program and train staff. This issue of "SEDL Insights" explores steps that leaders can take to ensure the successful implementation of a new program or practice.