This narrative inquiry examines the experiences of K-12 Title 1 Urban Public-School principals to understand their involvement in the process of school-level budgeting and their efforts to incorporate principles of equity into their budgetary decisions. I recorded the challenges faced by principals when making practical decisions equitable. This…

Data ethics have emerged as an essential topic in education. Educators must know how to use data effectively and responsibly. This is a complex and systemic issue that involves bringing awareness to all stakeholders, building human capacity, modifying policy, and considering equitable solutions to data use. This article posits an initial framework…

COVID-19 had significant impacts on the field of education and, in turn, on school-based research. During this unprecedented time, nearly all schools closed, disrupting learning as schools shifted to a virtual format. Addressing the lasting effects of school closures is a major challenge in the post-pandemic education climate. Educators indicate…

Data is ubiquitous and inseparable from the human experience. It constantly informs and transforms interactions, decisions, and understanding. If the total amount of all the data created daily was printed on paper, it would fill a library the size of 110 Libraries of Congress. As a senior research consultant for an education market research and…

Purpose: In this manuscript, we aimed to (1) illustrate the differences in school-university partnership under the school reform and renewal models and (2) describe the practice of and learning about school-university partnership by reflecting on the three large, federally funded projects, all conducted under the school renewal model.…

Leaders with ever-evolving learning agility demonstrate high performance by making quick and better decisions in the face of uncertain situations. This study aimed to determine the relationship between school principals' learning agility and decision-making styles and the moderating role of gender in this relationship. The research is carried out…

It is clear that young people bore the brunt of the pandemic's impact. Disrupted learning, sometimes stretching for two years, forced many students off track and behind academically. Leaders are now faced an unprecedented need to make smart investments with federal relief funds in efforts that accelerate student learning. District leaders should…

Those asked to make valid decisions with data don't have the technical knowledge to understand nuance around data quality, assessment aims, and statistical limitations that influence how they should interpret the data. This reality is what Greg Thompson, Leslie Rutkowski, and David Rutkowski call the validity paradox. Educators can surmount this…

Principal autonomy has been identified as an important ingredient in effective and healthy schools. However, little is known about the various dimensions of the phenomenon and how it takes form in different contexts. This article presents an analytical device contributing to further understand the complex nature of principal autonomy. The device…

The Trump administration's push to scale back the federal role in education could mean more autonomy for states. But this increased decision-making power will also make state K-12 accountability more important than ever. States must ensure education funding is used effectively, especially for those students furthest from opportunity. While some…

As algorithmic decision making is increasingly deployed in every walk of life, many researchers have raised concerns about fairness-related bias from such algorithms. But there is little research on harnessing psychometric methods to uncover potential discriminatory bias inside decision-making algorithms. The main goal of this article is to…

In this article, we offer theory-grounded narratives of a 4-year participatory design process of a Learning Analytics tool with K-12 educators. We describe how we "design-in-partnership" by leveraging educators' routines, values and cultural representations into the designs of digital dashboards. We make our long-term reasoning visible…

Despite private tutoring gaining increasing popularity in many countries, studies of the choice of and rationale for private tutoring among Chinese parents before and after the "double reduction" policy (issued on July 24, 2021) in China are limited. This mixed-methods paper compares parents' choice of private tutoring before and after…

To better understand the current challenges surrounding the use of artificial intelligence (AI) in K-12 schools, a team of researchers (Raffaella Borasi, David E. Miller, Patricia Vaughan-Brogan, Karen DeAngelis, Yu Jung Han, and Sharon Mason) interviewed 36 western New York school leaders in late 2023. Their concerns moved beyond potential…

Whereas one type of job requires a leader to possess particular qualities a different job may require completely different qualities (Duke, 2014; Tatum, Eberlin, Kottraba, & Bradberry, 2003). The role of campus leadership within the hierarchy of a school district is unique in the sense that at the campus level the leader is the one at the head…