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…

Missing values that fail to be appropriately accounted for may lead to reduced statistical power, biased estimators, reduced representativeness of the sample, and incorrect interpretations and conclusions (Gorelick, 2006). The current study provided an ontological perspective of data manipulation by explaining how statistical results can…

This policy analysis examined the intersection of a statistical model and locus of control to recommend an accountability model that best upholds the criteria of equity, efficacy, and impact on student learning for Missouri schools. Using Eugene Bardach's eightfold path and informed by the quality education in schools framework, this analysis…

The problem explored in this study was that the state education agency recommended school board members of low-performing school districts participate in a governance training called student outcomes governance to address student achievement, yet no data suggested the training changed school board members' understanding of how to create policies…

The purpose of the study is to examine the retention rates of Full-time, First-Time in College (FTIC) students by academic discipline and explore what services and university policies are available in each college to retain its students. While the data obtained from the Southern University Fact book for the years 2016 - 2020 examined the retention…

Schooling experiences for Black students in the US have been shaped historically by anti-education laws, mandates, and initiatives that sustain unjust systemic practices and policies. These practices and policies often stagnate academic progress and have led to institutional deficits and the normalization of deficit-orientations towards students…

This case study identifies college outcomes data transparency and accountability beliefs held by policy-makers, higher education associations, advocacy groups, think tanks, and other actors in the federal higher education policy domain, as well as how these beliefs have changed since the last reauthorization of the Higher Education Act in 2008.…

Forty states, including the District of Columbia, have established state longitudinal data systems (SLDS). The data included, intended functions, and methods for establishing SLDS vary from state to state. Further, forty-nine states and the District of Columbia have received one or more federal grant to support SLDS development. The adoption of…

In interactive e-learning environments such as Intelligent Tutoring Systems, there are pedagogical decisions to make at two main levels of granularity: whole problems and single steps. Here, we focus on making the problem-level decisions of worked example (WE) vs. problem solving (PS) and the step-level decisions of elicit vs. tell. More…

In the 1995 legislation establishing charter schools in the state of Louisiana, the Louisiana Legislature indicated their intention "that the best interests of at-risk pupils be the overriding consideration in implementing the provisions of this Chapter" (Charter School Demonstration Programs, 1997). Furthermore, the legislation required…

Health inequities by race are ubiquitous and persistent in the U.S., and structural racism is understood to be the cause. However, there has been relatively little research on structural racism as an exposure. This dissertation will describe three ways to conceptualize and measure structural racism with the end goal of intervening to reduce health…

New ways of managing schools that save money while providing the same quality of education is always a goal. The saving of money is always needed to assure that we make the most of our tax dollars without spending more than is required. The purpose of this quantitative study was to identify the relationship between student test scores from a…

Under the Individual with Disabilities Education Act Part C state administrators have reported data for compliance since the inception of the program in 1986. Recently, Results Driven Accountability (RDA) introduced a shift to use data for continuous improvement at the state and local levels. The researcher used a multiple case study to…

This qualitative evaluation focused on the problem of student attrition at a northern California college, its attendance policy, the policy's impact on previous students' decisions to persist in school, and on administrators' attempts to increase retention. The purpose for this study was to evaluate the participants' perceptions about their…

The educational system is in a continual state of refinement in an effort to improve effectiveness. Many decisions are made regarding policy and procedure at the individual school level ascending to the federal level. The majority workforce carrying out these reform efforts is comprised of classroom teachers. Teachers have the most direct…