From a new institutional theoretical perspective, this article explores school actors' sense-making linked to data-based decision making (DBDM) policy in general and processes of data analysis in particular. The study revealed how actors' interpretation of and response to DBDM pointed to strong and weak couplings between and within the local…

Purpose: Research shows data-informed leadership matters for school improvement and student achievement, but less is known about what motivates leaders' data use toward such outcomes, particularly in the Catholic school context. Design/methodology/approach: This qualitative interview study uses interview (n = 23) data from a sample of Catholic…

Even in "routine" years, the principal's attention to climate matters for wellness, and it matters for outcomes. School climate is a critical factor supporting the quality of student learning, particularly in times of stress. As a result, districts across the nation have dedicated considerable resources to tools used to assess climate,…

Due to educational policy, data use in schools is a widespread method of school improvement, yet results remain inconsistent. Across the literature, the school leader is a key determinant of the effectiveness of data use. This study sought to shed light on the role of the school leader in data use through a mixed methods case study. The study…

This study examines what aspiring principal candidates in one university-based preparation program learned as a result of developing and implementing a school improvement plan. A case study approach was used to examine 53 aspiring principals' reports of what they learned from implementing school improvement plans. Findings revealed three…

Addressing inequities in the educational outcomes--particularly for students of color and students from low-income backgrounds--cannot happen without comparable data from statewide summative assessments. Statewide assessment results help schools and district leaders target state and local resources to the students and schools with the greatest…

For several years, WestEd's Measure to Learn and Improve (MLI) project team has kept California state policy leaders informed about the statewide implementation of the California Academic Standards in English language arts and mathematics, by summarizing and disseminating results from the RAND Corporation's annual American Educator Panel (AEP)…

After decades of accountability and market-based reforms in education, school systems are now organizing more around improving teaching and learning. Yet these efforts frequently yield unintended, superficial, or even counterproductive changes at the school level. In this article, Maxwell Yurkofsky develops the concept of technical ceremonies as a…

This article focuses on how principals can use parallel surveys that tap multiple perspectives to identify improvement needs, priorities, and the relevance and effectiveness of actions and strategies implemented, and ultimately use this data to support ongoing improvement. We explore the use of survey data that couples principals' self-assessment…

"Using Data for Continuous Improvement in Educator Preparation" provides case studies that illuminate and contextualize the ways in which educator preparation programs determine the data they need to improve, collect data, analyze data, share data with stakeholders, and close the loop by making focused improvements based on the data.…

Data use is considered a key lever in school improvement processes, but the punitive pressure of high-stakes accountability can influence whether or not data use is enacted in ways which facilitate improvement. School leaders must learn to respond to high-stakes accountability in ways which lead teachers to feel safe, efficacious, and agentic with…

Education systems across the globe have enacted national testing regimes to monitor and report student achievement progress as an outcome of teaching performance. This paper reports on an investigation of strategies that Principals of high achieving schools use to achieve school results, based on NAPLAN reports (the National Assessment Program in…

The schools in the United States undergo reforms that involve the integration of data-intensive improvement process known as strategic improvement plans (SIPs). This process requires digital systems to set goals, create interventions, use and analyse student data, monitor and report SIPs. A challenge with digital systems is the integration of a…

Purpose: The purpose of this study was to examine teachers and school leaders' experiences using data in the state of Arkansas. Research Design: Initially, an exploratory pilot study was conducted to examine educators' experiences using data within one Arkansas district. This involved focus groups with 24 participants from 10 schools. Data were…

This study took place in an urban high school that implemented the data-driven school improvement plan after it received a grade of "F" in 2010. This school experienced significant growth during the next three years and received a letter grade of "C" in 2011, "B" in 2012, and "A" in 2013. I examined the role…