Despite increasing calls to build equitable data infrastructures, the education field has yet to have a shared guideline around equitable education data management and stewardship. To address this gap, we propose one framework from the data governance literature: the FAIR (Findable, Accessible, Interoperable, Reusable) data management principles…

Are teachers and principals aligned in their perceptions of the core components of the theory of Leadership for Learning across countries, or are there subgroups of schools in which there is misalignment? The purpose of this study is to examine the extent to which a congruency-typology model of leadership for learning is distributed across…

The purpose of this study is to identify a typology of school organizational capacities using teachers' perceptions of school organizational context. Employing a sample of New York City schools serving students in grades 3-8 (n = 1,289), we perform a 3-step latent class analysis (LCA). We identify six subgroups of schools: "versatile…

School District Effectiveness Research (SDER) works to identify unusually effective organizations for in-depth qualitative study that significantly outperform peer districts over multiple years. Yet, critiques of SDER include a focus on cross-sectional data, individual states, and percent proficient metrics. Here, we analyze the Stanford Education…

Purpose: Currently, in the education data use literature, there is a lack of research and examples that consider the early steps of filtering, organizing and visualizing data to inform decision-making. The purpose of this study is to describe how school leaders and researchers visualized and jointly made sense of data from a common learning…

Research on data use and school Early Warning Systems (EWS) notes a central practice of researchers and practitioners is to search for patterns in student data to predict outcomes so schools can support success when students experience challenges. Yet, the domain lacks a means to visualize the rich longitudinal data that schools collect. Here, we…

The quantitative research methods course is a staple of graduate programs in education leadership and administration. Historically, these courses serve to train aspiring district and school leaders in fundamental statistical research topics. This article argues for programs to focus as well in these courses on helping aspiring leaders develop…

While research to date on school leadership has identified instructional leadership as an effective means to improve academic achievement, little is known about how teachers and principals view instructional leadership both individually and collectively. We analyzed the OECD Teaching and Learning International Survey (TALIS) of 2008 of 59,152…

Early Warning Systems (EWS) and Early Warning Indictors (EWI) have recently emerged as an attractive domain for states and school districts interested in predicting student outcomes using data that schools already collect with the intention to better time and tailor interventions. However, current diagnostic measures used across the domain do not…

Teachers' voice behaviour plays a critical role in school reform by providing constructive suggestions to promote teaching, students' learning and school management. This study investigates how and under what conditions principals' authentic leadership contributes to teachers' voice behaviour. Data collected from 982 teachers in 38 primary schools…

Purpose: We used gatekeeping theory to frame our examination of whether and when educators with superintendent certification become superintendents, and how their likelihood of making that transition is influenced by race, sex, and other characteristics. Furthermore, we sought to identify variation in career pathways to the superintendency. Data…

This study investigated the differences between how individual teachers perceive leadership for learning and how teachers collectively perceive leadership for learning, using a large nationally generalizable data-set of 7070 schools from the National Center for Education Statistics 2011-2012 Schools and Staffing Survey. This study used…

Purpose: Instructional leadership has been an active area of educational administration research over the past 30 years. However, there has been significant divergence in how instructional leadership has been conceptualized over time. The purpose of this paper is to present a comprehensive review of 25 years of quantitative instructional…

This study investigates the existence of various leadership types in a sample of lower secondary school principals across Italy (n = 1073). Information is obtained using a questionnaire about instructional practices and leadership perceptions administered by the National Evaluation Committee for Education (INVALSI). Employing a latent class…

School districts in the USA are an active area of study in education research as findings have shown that some districts find success in certain contexts while others struggle. However, the research domain has had few actionable methods for site selection for in-depth qualitative studies. This study analyses all districts in the state of Ohio (n =…