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Students Can't Access Education Without Being There: A Systematic Look Into One School's Approach To Improve Access, Shawn A. Bernard Jan 2026

Students Can't Access Education Without Being There: A Systematic Look Into One School's Approach To Improve Access, Shawn A. Bernard

Educational Leadership Professional Doctorate Dissertations

This improvement science dissertation focused on understanding and reducing the frequency of out-of-classroom removal of students exhibiting challenging behavior in one elementary school. Classroom removals result in lost instruction and reduced access to the general education environment. Baseline data indicated an average of 27.8 classroom removals per day, reflecting a systemic issue impacting both student outcomes and staff capacity. The goal was to reduce classroom removals to fewer than 10 per day by June 2026. The leadership team conducted a root cause analysis to inform a theory of improvement grounded in positive behavioral interventions and supports (PBIS). The team selected …


Organizational Causes Of Chronic Absenteeism: Unpacking The Conditions For Learning To Increase Regular Attendance, Melissa Glover Jan 2026

Organizational Causes Of Chronic Absenteeism: Unpacking The Conditions For Learning To Increase Regular Attendance, Melissa Glover

Educational Leadership Professional Doctorate Dissertations

This study employed an improvement science methodology, using plan-do-study-act (PDSA) cycles of improvement, to address the persistent problem of chronic absenteeism within the Gateway School District, where annual absentee rates hovered around 45% and were historically 10% higher for students with disabilities compared to their nondisabled peers. The leadership team engaged in a thorough review of parent and student perceptions of school and aligned findings with Chang’s (2019) conditions for learning framework to pinpoint actionable areas for growth. These findings were then organized into a theory of action using a driver diagram approach. This foundational work led to the identification …


Narrating Institutional Becoming: Faith, Leadership, And Identity Reconstruction During A College-To-University Transition, Viviene H. Dyer Jan 2026

Narrating Institutional Becoming: Faith, Leadership, And Identity Reconstruction During A College-To-University Transition, Viviene H. Dyer

Dissertations

Problem

The contributions of faith-based higher education institutions to the tertiary landscape in small island developing states are insufficiently addressed in the scholarly literature. Consequently, there is limited understanding of how these institutions navigate organizational transitions and respond to capacity gaps that the public sector is unable to fill within dynamic cultural and regulatory environments. This gap is especially evident for Seventh-day Adventist institutions, whose efforts to preserve mission and identity during periods of institutional change remain underexamined and poorly documented.

Purpose

The purpose of this narrative inquiry study was to examine how university administrators influenced the development and ongoing …


The Relationship Between Implementation Of Effective Schools Practices, School Performance, And Improvement, Kelly Mchugh Massinople Jan 2026

The Relationship Between Implementation Of Effective Schools Practices, School Performance, And Improvement, Kelly Mchugh Massinople

Theses, Dissertations and Capstones

Effective schools frameworks describe the evidence-based practices implemented at schools, including those with disproportionately high levels of students living in poverty, that have high levels of student achievement (Edmonds, 1979; Lezotte, 1982; Lezotte & McKee Snyder, 2010; Padilla et al., 2020; Sammons et al., 1995). This study examined the relationship between the implementation of effective schools practices, as described in the research, and school performance and school improvement, as reported in state accountability indicators. The analysis focused on improvement efforts initiated at 21 West Virginia schools identified in the fall of 2022 for Comprehensive Support and Improvement (CSI) under the …


2025-2026 Common Data Set, Southwestern Oklahoma State University Jan 2026

2025-2026 Common Data Set, Southwestern Oklahoma State University

Common Data Sets

This document contains data compiled by the SWOSU Office of Institutional Research for the 2025-2026 academic year.


Navigating Yellow Zone Sexual Misconduct Cases: Exploring Title Ix Administrators’ Discretion, Angela E. Hobbs Jan 2026

Navigating Yellow Zone Sexual Misconduct Cases: Exploring Title Ix Administrators’ Discretion, Angela E. Hobbs

Educational Leadership & Policy Studies Dissertations

This study examines how Title IX administrators exercise discretion when responding to ambiguous sexual misconduct reports referred to as yellow zone. The 2020 Title IX Rules and Regulations introduced a more restrictive definition of sexual misconduct, requiring behavior to be severe, pervasive, and objectively offensive (SPOO) to meet the threshold for formal institutional response. Despite the practical challenges these cases present for institutions, there is limited scholarly understanding of how Title IX administrators make decisions when responding to them. Guided by street-level bureaucracy theory (Lipsky, 1969, 1980, 2010), the study explored how institutional actors exercise discretion in response to regulatory …


A Review Of The Effect The Kentucky Center For School Safety Has On Kentucky School District’S Safe Schools Data, Patricia Greer Jan 2026

A Review Of The Effect The Kentucky Center For School Safety Has On Kentucky School District’S Safe Schools Data, Patricia Greer

Murray State Theses and Dissertations

The study examines the impact of the Kentucky Center for School Safety on safety data from Kentucky Schools. The data consisted of behavior events reported in the Safe Schools Data collected from the student information system, Infinite Campus. The analysis was conducted using interaction data from the Kentucky Center for School Safety and behavioral data from Kentucky Public Schools.


Wired For Inclusion: Leveraging Strengths Of Neurodivergent Special Educators, Brok Hess, Teresa Clark Ed.D. Jan 2026

Wired For Inclusion: Leveraging Strengths Of Neurodivergent Special Educators, Brok Hess, Teresa Clark Ed.D.

Murray State Theses and Dissertations

Special education teachers face unique challenges, and neurodivergent special educators possess distinctive strengths that can allow them to excel in the classroom. However, barriers, stigma, and ableism persist that have prevented neurodivergent individuals from accessing this career, receiving support, and thriving as special educators. Self-efficacy and executive functioning both correlate to success and retention within education. This research analyzed the relationship between special education teachers’ self-efficacy and executive functioning, specifically among neurodivergent special educators. Results concluded that a significant positive correlation exists between neurodivergent special education teachers’ executive functioning and self-efficacy. Attention to these results will highlight the importance of …


Career Readiness Indicators In High School Influenced By Leaders In Alabama, Kevin J. Wieseman Jan 2026

Career Readiness Indicators In High School Influenced By Leaders In Alabama, Kevin J. Wieseman

Murray State Theses and Dissertations

This phenomenological study investigated how educational leaders conceptualize and influence Career Readiness Indicators (CRI) in Alabama high schools. As Alabama places increasing emphasis on College and Career Readiness (CCR), this research explored how leaders’ lived experiences affect initiatives designed to prepare students for postsecondary achievement. Drawing on Transformational Leadership Theory and Distributed Leadership Theory, the study examined leadership practices associated with work-based learning, soft skills development, academic preparedness, and career-readiness outcomes. Semi-structured interviews were conducted with educational leaders from Alabama school systems recognized for exemplary CCR performance. Data were analyzed using a phenomenological approach to identify shared leadership experiences and …


Considerations For School Leadership In Leveraging School-Based Behavior Analysis For Systemic Improvement In Public Education, Virginia Public Schools Behavior Analyst Network, Kira Austin, Elizabeth Boynton, Amanda K. Cash, Meredith Eads, Daniel Irwin, Selena Layden, Daria K. Lorio-Barsten, Emily Muise, Nadine Pittman, Felicia Shelton, Indya Watts-Graves Jan 2026

Considerations For School Leadership In Leveraging School-Based Behavior Analysis For Systemic Improvement In Public Education, Virginia Public Schools Behavior Analyst Network, Kira Austin, Elizabeth Boynton, Amanda K. Cash, Meredith Eads, Daniel Irwin, Selena Layden, Daria K. Lorio-Barsten, Emily Muise, Nadine Pittman, Felicia Shelton, Indya Watts-Graves

Human Movement Studies & Special Education Faculty Publications

Public schools face significant challenges, including rising student behavioral needs, chronic absenteeism, and high rates of teacher burnout. These issues are interconnected with and inextricably linked to a need for effective, evidence-based behavioral supports. Educators frequently enter the field lacking the necessary skills and training to manage complex student behavior, often resulting in a reliance on punitive practices that exacerbate problems.

This paper proposes that the expertise of school-based behavior analysts (SBBAs), who are Board Certified Behavior Analysts® (BCBAs®) specializing in education, offers a powerful, underutilized solution. SBBAs are trained in applied behavior analysis (ABA), a data-driven science focused on …


The Relationship Of Federal Title V Funding To Retention And Graduation Rates Of Hispanic-Serving Institutions In The Southeastern United States, Julio Cesar Llanos Jr. Jan 2026

The Relationship Of Federal Title V Funding To Retention And Graduation Rates Of Hispanic-Serving Institutions In The Southeastern United States, Julio Cesar Llanos Jr.

Theses and Dissertations

The number of Latino/a or Hispanic students, also known as Latinx students, are expected to grow demographically in various regions of the United States over the next several years. To ensure Latinx students are progressing toward graduation in their respective cohorts, it may be beneficial to anticipate and prepare for the increase in this student demographic. This study focused on institutions in the Southeastern region of the United States. This study compared the relationship of federal Title V funding and retention rates and graduation rates of students; it also compared degrees awarded to Hispanic students and enrollment of Hispanic students …


University Of Central Florida Graduate Catalog, 2025-2026, University Of Central Florida Jan 2026

University Of Central Florida Graduate Catalog, 2025-2026, University Of Central Florida

UCF Catalogs

No abstract provided.


"What Does It Mean If I Am Silent?”: Bipoc And Lgbtq+ Educators’ Narratives Of Identity, Responsibility, And Student Protection, Julie Nicole Von Stein Jan 2026

"What Does It Mean If I Am Silent?”: Bipoc And Lgbtq+ Educators’ Narratives Of Identity, Responsibility, And Student Protection, Julie Nicole Von Stein

Theses, Dissertations and Capstones

This qualitative study examined how BIPOC and LGBTQ+ educators describe their experiences navigating curriculum restrictions and book bans in politically restrictive educational environments, their perceptions of administrator support, and how their identities uniquely shape their decisions about resistance and risk. Grounded in Scott’s theory of everyday resistance, the study explored the ways BIPOC and LGBTQ+ educators make decisions about resistance when curricular content connected to race, gender, sexuality, and marginalized identities is challenged or restricted. Data were collected through semi-structured interviews with educators who identify as BIPOC and/or LGBTQ+, allowing participants to describe their experiences, decision-making processes, perceived risks, and …


The Impact Of Vulnerability On Building Trust: A Qualitative Study Of Superintendents In Northern California, Jasmin Hasmukhlal Patel Jan 2026

The Impact Of Vulnerability On Building Trust: A Qualitative Study Of Superintendents In Northern California, Jasmin Hasmukhlal Patel

Dissertations

Purpose: The purpose of this phenomenological study was to understand and explain how exemplary superintendents in Northern California practice vulnerability to build trust within their organizations, guided by Brené Brown’s framework of vulnerability-based leadership: Authenticity, courage over comfort, curiosity and learning, practicing empathy, and leading with heart. An additional purpose was to examine the challenges these leaders encounter when practicing vulnerability in complex public education contexts. This study addresses a gap in leadership research by providing empirical insight into how vulnerability functions as a trust-building practice at the highest level of K–12 educational leadership.

Methodology: A qualitative phenomenological design was …


(Trans*)Gressing Discourse: Producing And Disrupting Normativity In Education For Trans* Students With Dis/Abilities, Meagan Meredith Jan 2026

(Trans*)Gressing Discourse: Producing And Disrupting Normativity In Education For Trans* Students With Dis/Abilities, Meagan Meredith

Educational Leadership & Policy Studies Dissertations - Archive

This dissertation investigates how political rhetoric, education policy, and educational community member discourse construct, circulate, and contest meanings about trans*ness and dis/ability in K-12 public schools. In doing so, the study examines how meanings about normativity are discursively produced and disrupted for students living at this specific intersection. Grounded in a trans* methodology, this study performs a critical discourse analysis through a rhizomatic reading of policy texts, political rhetoric, and publicly available stakeholder discourse. This work responds to a gap in the literature that fails to understand the complexities experienced by trans* students with dis/abilities, particularly in hostile school climates. …


A Descriptive Study Of Culturally Responsive Practices In Positive Behavioral Interventions And Supports (Pbis) In West Virginia Elementary Schools, Janna Rae Coleman Jan 2026

A Descriptive Study Of Culturally Responsive Practices In Positive Behavioral Interventions And Supports (Pbis) In West Virginia Elementary Schools, Janna Rae Coleman

Theses, Dissertations and Capstones

This descriptive mixed-methods study examined elementary teachers’ implementation and perceived effectiveness of culturally responsive practices within existing Positive Behavioral Interventions and Supports (PBIS) systems in a West Virginia school district. Guided by Leverson et al.’s (2021) Culturally Responsive PBIS (CRPBIS) framework, the study explored five components of culturally responsive practice: identity, voice, supportive environment, situational appropriateness, and data for equity. Both quantitative and qualitative data were collected from 86 elementary teachers using the researcher-developed Culturally Responsive Practices in Existing PBIS Survey. Findings indicated that teachers reported frequent implementation and perceived effectiveness across all five components, with the supportive environment receiving …


The Role Of Education In Reducing Social Inequality: A Systems-Level Analysis Of Socio-Technical Infrastructures And Policy Governance, Aisling O'Shea, Batzorig Dashnyam, Ximena Quintanilla Jan 2026

The Role Of Education In Reducing Social Inequality: A Systems-Level Analysis Of Socio-Technical Infrastructures And Policy Governance, Aisling O'Shea, Batzorig Dashnyam, Ximena Quintanilla

Women's & Gender Studies Faculty Publications

Social inequality remains one of the most persistent challenges to global systemic stability, threatening the robustness of democratic institutions and economic sustainability. Education has long been theorized as the primary mechanism for social mobility and the mitigation of disparate life outcomes; however, its role within modern socio-technical infrastructures is increasingly complex and often contradictory. This paper provides a comprehensive systems-level analysis of the relationship between educational architecture and social stratification. By examining the structural trade-offs inherent in contemporary pedagogical deployment, the research evaluates how institutional governance, digital infrastructure, and policy mandates either facilitate or hinder the reduction of inequality. The …


Institutional Retention And Graduation Outcomes Before And During Covid-19: A Comparison Of Online-Experienced And Online-Inexperienced Four-Year Institutions, Nicholas J. Finnessey Jan 2026

Institutional Retention And Graduation Outcomes Before And During Covid-19: A Comparison Of Online-Experienced And Online-Inexperienced Four-Year Institutions, Nicholas J. Finnessey

Theses and Dissertations

This study examined whether student success outcomes and their trajectories over time differed across higher education institutions before, during, and after the COVID-19 pandemic based on prior experience with online education. Guided by Astin’s (1993) Input-Environment-Output (I-E-O) framework, pre-pandemic participation in online coursework was conceptualized as an institutional-level environmental condition. A quantitative, causal-comparative research design was employed, using secondary data from the Integrated Postsecondary Education Data System (IPEDS), to examine longitudinal differences in institutional retention and graduation rates across institutions classified by their pre-pandemic participation in online education. The sample included 528 Title IV-eligible, degree-granting, four-year institutions observed across five …


From Deference To Dialogue: How International Gtas From High Power Distance Cultures Adapt To U.S. Classroom Dynamics, Deborah Akua Afi Appiah Jan 2026

From Deference To Dialogue: How International Gtas From High Power Distance Cultures Adapt To U.S. Classroom Dynamics, Deborah Akua Afi Appiah

Theses and Dissertations

International graduate teaching assistants (GTAs) from high power distance cultures play a significant role in undergraduate education at U.S. universities, yet they face challenges that go well beyond language proficiency. Coming from educational backgrounds where teacher authority is unquestioned and hierarchical, these GTAs must navigate American classrooms that operate on fundamentally different assumptions, where authority is earned rather than assumed, informality is the norm, and students expect to question, negotiate, and be personally known by their instructors. The present study examined how eighteen (18) international GTAs from seven (7) high power distance countries perceived and adapted to these differences while …


Staff Attitudes Toward Ai Adoption At A Private Research University, Ashley C. Smith Jan 2026

Staff Attitudes Toward Ai Adoption At A Private Research University, Ashley C. Smith

Theses and Dissertations

This study addresses the limited research on university staff attitudes toward artificial intelligence use and adoption. Using the Unified Theory of Acceptance and Use of Technology (UTAUT) research framework, the General Attitudes towards Artificial Intelligence Scale (GAAIS), and quantitative survey methodology, the study examines the attitudes of higher education staff toward AI, specifically examining whether demographic or professional characteristics are factors. The findings indicate that staff had moderately negative attitudes toward AI while also expressing some concerns. The results suggest that more resources and support for AI are needed for staff to address concerns. It also suggests that construct-level analysis …


Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv Jan 2026

Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv

Theses and Dissertations--Educational Leadership Studies

International schools allocate substantial resources to implement progressive curricular innovations; however, the advantages offered by these developments are contingent on their effective execution within classroom settings. This mixed methods action research (MMAR) study examined the implementation of the International Baccalaureate (IB) Global Context (GC) Strategy in the Middle Years Programme (MYP) at an international school in China and asked how the school might strengthen its capacity to enact this and similar innovations. Following a sequential MMAR design, a reconnaissance phase combined a whole-staff survey (n=87) with qualitative interviews to diagnose the individual, organizational, and contextual factors shaping implementation. Analyses identified …


Factors That Impact K-6th Grade Teachers’ Sense Of Self-Efficacy: A Mixed Methods Study, Becky A. Eckburg Jan 2026

Factors That Impact K-6th Grade Teachers’ Sense Of Self-Efficacy: A Mixed Methods Study, Becky A. Eckburg

West Chester University Graduate Theses, Dissertations, and Final Projects

Although there have been efforts to narrow the "achievement gap," research shows that the academic achievement levels of students in low socioeconomic school settings are likely to be significantly lower than the academic achievement levels of students in higher socioeconomic school settings (Babayiğit et al., 2021; Rahman et al., 2024). Studies also show that teachers have a significant impact on their students' growth, no matter what their academic setting may be (Petek & Pope, 2023), and that collective teacher self-efficacy is a significant factor in positive student achievement (Hattie, 2008). If targeted professional development could support teachers' self-efficacy, student achievement …


Beyond The Classroom: Exploring High School Graduates' Perceptions Of How Extracurricular Activities Influence College And Career Readiness, Miranda B. Grigg Jan 2026

Beyond The Classroom: Exploring High School Graduates' Perceptions Of How Extracurricular Activities Influence College And Career Readiness, Miranda B. Grigg

Doctor of Education Dissertations

This mixed methods study explored high school graduates’ perceptions of how participation in extracurricular activities influenced their college and career readiness. Grounded in Bandura’s (1986) Social Cognitive Theory and Deci and Ryan’s (1985) Self-Determination Theory, the study examined how experiences in athletics, clubs, organizations, and leadership roles contributed to graduates’ development of confidence, motivation, leadership skills, belonging, and real-world competencies. A sequential explanatory mixed methods design was employed. The quantitative phase consisted of a 20-item survey completed by 67 graduates of a rural South Carolina high school, with responses analyzed using descriptive statistics and chi-square goodness-of-fit tests. Reliability was further …


The Hidden Process Of Student Placements: Perspectives From Slp, Ot, And Pt Coordinators, Almara Jane Sidney Hutchinson Jan 2026

The Hidden Process Of Student Placements: Perspectives From Slp, Ot, And Pt Coordinators, Almara Jane Sidney Hutchinson

Graduate Theses, Dissertations, and Problem Reports (ETD)

This comparative multi-case study examined the unseen processes behind clinical placement planning in allied health education. Clinical placements are essential to preparing students in speech-language pathology (SLP), occupational therapy (OT), and physical therapy (PT); however, little research has explored how Directors and Coordinators of Clinical Education (DCE/CCEs) navigate the complex decision-making involved in planning these experiences. Guided by Greco and Myers’ (2024) framework conceptualizing placement planning as an interaction between process and experience, this study explored how coordinators described their planning processes and the role of student-centeredness within them.

Semi-structured interviews were conducted with 12 DCEs/CCEs representing SLP, OT, and …


Staff Perceptions Of The Roles, Responsibilities, And Effectiveness Of School Resource Officers In Ensuring School Safety, Jana B. Collins Jan 2026

Staff Perceptions Of The Roles, Responsibilities, And Effectiveness Of School Resource Officers In Ensuring School Safety, Jana B. Collins

College of Graduate Studies: Theses & Dissertations

School safety remains a critical concern in education, particularly in rural settings where resources, staffing, and community dynamics may differ from urban and suburban environments. The purpose of this quantitative study was to examine staff perceptions of the roles, responsibilities, and effectiveness of school resource officers in maintaining and enhancing school safety within a rural school system. A researcher-designed survey using a 4-point Likert scale was administered to teachers and staff members (N = 417). Descriptive statistics summarized overall staff perceptions, and analyses of variance (ANOVAs) examined differences based on demographic and professional characteristics. Findings indicated that staff generally …


Extracurricular Activities' Influence On High School Students' Academic Achievement, Michael Jones Jr Jan 2026

Extracurricular Activities' Influence On High School Students' Academic Achievement, Michael Jones Jr

College of Graduate Studies: Theses & Dissertations

This quantitative study investigates the relationship between participation in extracurricular activities and academic achievement among high school students, as measured by Grade Point Average (GPA). This study uses a cross-sectional research design to analyze GPA data from Greenbrier High School in Evans, Georgia. Greenbrier is a part of the Columbia County School District and serves approximately 2,000 students. Historical data were collected from 2024-2025 school records and analyzed using t-tests and ANOVA to compare the impact of ECAs on academic achievement. The study analyzed differences in academic performance based on (a) participation versus non‑participation in ECAs, (b) the type of …


The Influence Of First-Year Seminar Course Modality On The Academic Outcomes Of First-Generation College Students, Keia Dodd Jan 2026

The Influence Of First-Year Seminar Course Modality On The Academic Outcomes Of First-Generation College Students, Keia Dodd

College of Graduate Studies: Theses & Dissertations

When universities effectively implement first-year seminars, a popular type of support designed to assist students during their initial year of college, they can meaningfully boost the academic performance of first-generation college students. This study examined whether first-year seminars influenced the academic outcomes of first-generation college students at a specific institution compared with those of their continuing-generation peers. Specifically, it investigated the extent to which course modality (face-to-face, online, or hybrid) influenced variation in first-semester grade point average (GPA) and first-to-second-year retention after controlling for race, sex, and first-generation status. The sample included 7,848 first-time undergraduate students. Multiple linear regression was …


Holding Space For Teachers: A Phenomenological Exploration Of Social-Emotional Competence And School Climate In Title I Schools, Zsa Zsa B. Davis Jan 2026

Holding Space For Teachers: A Phenomenological Exploration Of Social-Emotional Competence And School Climate In Title I Schools, Zsa Zsa B. Davis

College of Graduate Studies: Theses & Dissertations

Teacher retention remains a critical concern in education, particularly within Title I schools, where educators face elevated stress levels, emotional exhaustion, and burnout due to the complex needs of students and limited institutional resources. Addressing teachers’ social-emotional competence (SEC) can mitigate the adverse effects of stress by enhancing emotional regulation, well-being, and relational trust which in turn promote job satisfaction and professional fulfillment. Likewise, a positive school climate plays a crucial role in sustaining teachers’ long-term commitment to the profession. This qualitative study employed a descriptive phenomenological design to explore the lived experiences of Title I elementary teachers as they …


Exploring The Relationship Between Principal Instructional Leadership Practices And Student Achievement In Rural Schools, Moneak Mccrary Jan 2026

Exploring The Relationship Between Principal Instructional Leadership Practices And Student Achievement In Rural Schools, Moneak Mccrary

College of Graduate Studies: Theses & Dissertations

The purpose of this quantitative study was to examine the distribution of College and Career Ready Performance Index (CCRPI) content mastery scores and investigate the relationship between principal instructional leadership practices and student achievement in rural Georgia middle schools. To this end, we analyzed differences in CCRPI content mastery scores based on school rurality and geographic region and compared principal instructional leadership practices in higher- and lower-performing schools. Hallinger’s (1983) Principal Instructional Management Rating Scale (PIMRS) was used to assess three dimensions of instructional leadership: Defining the School Mission, Managing the Instructional Program, and Developing the School Learning Climate. The …


The Impact Of Artificial Intelligence On Higher Education Enrollment, Shonna L. Jones-Washington Jan 2026

The Impact Of Artificial Intelligence On Higher Education Enrollment, Shonna L. Jones-Washington

Theses and Dissertations

The purpose of the study was to examine the influence of AI-driven chatbot technology on the progression through the undergraduate admissions funnel, including application, admission, and enrollment, and to explore how AI outreach intensity predicts these outcomes while addressing potential disparities across student subgroups. The study involved 24,141 data records, including both domestic and international undergraduate applicants to St. John’s University for the Fall 2025 semester. The study found that AI interaction was associated with higher admission rates (83.0% vs. 75.7%) but revealed no significant relationship between AI usage and final enrollment rates. Quantitative analyses, including chi-square tests, binary logistic …