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…

In this position paper, the authors lay out the imperative for equitable artificial intelligence (AI), highlighting the essential role of access-oriented institutions and calling on technology companies (both large and small), foundations, and local, state, and federal regulators to consult with the newly convened Complete College America Council…

In inclusive education, students with different needs learn in the same context. With the advancement of artificial intelligence (AI) technologies, it is expected that they will contribute further to an inclusive learning environment that meets the individual needs of diverse learners. However, in Japan, we did not find any studies exploring…

Many departments seek to improve their equity, diversity, and inclusion using data-informed methods; however, not much is known about how closely department leadership aligns their review practices with appropriate theory. This dissertation seeks to explore four areas: 1) how are equity, diversity, and inclusion are being conceptualized (implied…

Despite decades of tenacious advocacy and improvement efforts to expand and enshrine rights for students with disabilities, many students with individualized education programs (IEPs) still lack access to high-quality, effective learning opportunities. This can be due to a range of factors, including low expectations, exclusion from general…

The Framework is designed to support workforce boards in building regional data capacity to identify, coordinate, and track the impact of regional activities. In addition, the Framework outlines how workforce boards can strategically align to statewide goals focused on increasing equitable upward mobility. Demonstrating equitable economic growth…

Assessment professionals are often at the helm of leading discussions around data-use and data-driven decisions for higher education stakeholders. However, the problem is that assessment practitioners must be cognizant of how to engage stakeholders with equity-minded and socially just informed assessment practices. The purpose of this article is…

This project reviews data collection practices regarding race, ethnicity and ancestry (REA) in post-secondary institutions (PSIs) in Canada, as well as in other relevant sectors (e.g., health, K-12 education, government agencies). The goal of the project was to identify promising practices and to develop recommendations to guide REA data…

Child Trends and Start Early have partnered to better understand what early childhood systems builders need to build and support more equitable systems. The briefs in this series, called Conversation Starters, define a new framework for early childhood systems that center families' experiences and raise key considerations and next steps for…

Across the country, district-community teams are tackling pressing and complex educational challenges with Inclusive Innovation, an education R&D model that starts with centering the needs of those most impacted by these challenges. This paper shares the stories, solutions, outcomes, and learnings from years of deep collaboration in the words…

Collecting data on lesbian, gay, bisexual, transgender, queer-plus (LGBTQ+) issues and the experiences of LGBTQ+ young people is essential both for enforcing civil rights protections and advancing racial, gender, and disability justice outcomes in K-12 education systems across the country. The absence of this data: (1) Is a barrier to full…

Cultivating inclusive classrooms, where all students are heard, affirmed, and validated, is an equity issue. As an instructional coach and a supervisor of coaches, the author has a moral obligation to work against the system that was designed to and continues to oppress some students and benefit others. This work often brings up difficult…

Written by experienced leaders in gifted education, this book is a foundational guide for supervisors, administrators, and districts seeking to create culturally responsive and equity-focused gifted policies and programs. Engaging chapters supported by real-world vignettes and interactive contemplation corners outline key elements of culturally…

Western Carolina University (WCU) enrolls students from many different backgrounds and demographic categories. While access to the institution has expanded over the years, equity gaps still exist relative to retention and graduation outcomes for students in different demographic groups. Several offices at the University offer programing and…

In early childhood education, ensuring that all students, including those with disabilities, can access and engage with learning materials is a pivotal aspect of educational equity and inclusion. Accessible Educational Materials (AEM) and Assistive Technologies (AT) are central to this endeavor, providing essential resources that accommodate…