Collecting data for the purpose of decision making has become an integral part of the landscape of education in the United States over the past decade. Many educators are swamped with such an overwhelming amount of information that it can be difficult to sort and analyze, leaving them floundering under wave after wave of data. The SWIS facilitator…

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…

Leveraging big data for student data analytics is increasingly integrated throughout university operations from admissions to advising to teaching and learning. Though the possibilities are exciting to consider, they are not without risks to student autonomy, privacy, equity, and educational value. There has been little research showing how…

Institutional researchers are acutely aware of the systemic inequities pervasive throughout higher education in the United States because the data that we collect, analyze, visualize, and disseminate quantifies and reveals them. As calls for addressing issues of equity have intensified across campuses, the question of how institutional research…

Teacher data use is often centered around standardized testing. Such data use that is commonly centered on standardized tests and used during professional development does not necessarily transform teacher practice toward equity and fails to change teacher conceptualizations of students while also perpetuating inequitable practices. Conversely,…

This qualitative case study was designed to explore elementary teacher perceptions of what it means to provide an equitable education for their students. These perceptions allow educational leaders insight into how teachers navigate systems that create inequities and what professional development may be needed to further support equitable learning…

While utilizing assessment data has been a pervasive practice in educational reform for decades, and teachers are expected to use assessment data to improve instruction, little is known about how the practice of requiring teachers to review test data affects their perception of effectiveness in addressing the learning gaps of student groups. This…

It is widely recognized that religious groups played a key role in founding institutions of higher education before the early 20th century. However, until now, scholars have lacked the detailed data required to articulate how those denominations' early commitments to higher education shaped the system of colleges and universities we know today.…

Elementary school teachers struggle to collect and use reading progress data to make instructional decisions. Collecting and interpreting reading progress data when making instructional decisions allows districts to identify and support students who need early reading intervention and may protect districts from Free Appropriate Public Education…

Institutional researchers (IRs) at higher education institutions fulfill a crucial role in identifying, processing, and disseminating data to administrators. Identifying effective ways for leaders to make sense of data is essential to advancing the most critical institutional issues, including achieving equitable student outcomes. However, leaders…

The state of California has the largest community college system in the United States with 1.8 million students from diverse backgrounds and 64% percent of students who are economically disadvantaged (California Community Colleges Chancellor's Office, 2022; Felix & Castro, 2018). California community colleges also experience inequitable…

Data use in higher education continues to increase as college and university leaders aim to meet accreditor and governmental expectations to use data to improve student outcomes. However, the steady increase in data use over the past decades has not been accompanied by an increase in employee data literacy in order for employees to use the data…

To ensure all students, including historically marginalized students, reached their highest capacity, there was a focus on equity in education at the state and national levels. Minimal research existed where researchers explored principals' educational equity mindset, and I found a gap in the literature concerning the use of principals'…

This dissertation examines two key axes of inequality in higher education -- gender and socioeconomic status (SES) -- in terms of differences in college persistence and college major using the nationally-representative High School Longitudinal Study of 2009. While gender differences in terms of STEM majors has been oft-studied, this dissertation…

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…