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Developing A Socio-Ecological Thriving Resilience Model For Student Teachers In Myanmar, A Crises-Affected Context, Shwe Ye Phyo, Erika Kopp Jan 2026

Developing A Socio-Ecological Thriving Resilience Model For Student Teachers In Myanmar, A Crises-Affected Context, Shwe Ye Phyo, Erika Kopp

Australian Journal of Teacher Education

The teacher education journey of student teachers in Myanmar has become more challenging due to the combined effects of COVID-19 and political unrest. Preparing resilient teachers in such contexts requires an understanding of the challenges student teachers face and the strategies they employ. Through focus group interviews with 12 final-year student teachers, the study explored their challenges and strategies during their teacher education journey. Using constructivist grounded theory, data were analysed, and a Socio-Ecological Thriving Resilience Model was proposed. Student teachers overcame both professional and personal challenges through the active use of their own resources and contextual ones. This demonstrates …


Pre-Service Teachers’ Self-Perceptions Of Relationship Skills For Future Work In Schools, Melissa Newberry, Elizabeth B. Hinchcliff, Chelsea Cole, Michael Richardson Jan 2026

Pre-Service Teachers’ Self-Perceptions Of Relationship Skills For Future Work In Schools, Melissa Newberry, Elizabeth B. Hinchcliff, Chelsea Cole, Michael Richardson

Australian Journal of Teacher Education

This study focuses on the perceptions pre-service teachers hold about their own abilities to form relationships with four stakeholders of schools: students, parents, teachers and administrators. Survey data from 257 students enrolled in teacher preparation programs in a mid-sized, private university in the Western US were collected, including their beliefs about relationship skills, experience with children/youth, and conceptions of relationship formation as practicing teachers. Results indicate high confidence in relationship skills, yet few ideas on how to translate those into action when it comes to forming professional relationships. These findings suggest that pre-service teachers may be underprepared regarding the relational …


Investigating The Changes In Attitudes Towards Science Among Pre-Service Elementary Teachers Enrolled In A Science Methods Course Using A New Version Of The Test Of Science Related Attitudes, Christopher S. Long, Becky Sinclair Jan 2026

Investigating The Changes In Attitudes Towards Science Among Pre-Service Elementary Teachers Enrolled In A Science Methods Course Using A New Version Of The Test Of Science Related Attitudes, Christopher S. Long, Becky Sinclair

Australian Journal of Teacher Education

This article examines the changes in student attitudes towards science among pre-service elementary teachers (PSETs), who were enrolled in a science methods course at a large public university in Texas, USA. A new version of the Test of Science Related Attitudes (TOSRA) called TOSRA-3 was used to measure six dimensions of attitudes towards science. TOSRA-3 was created in an effort to create a more economical, 35 items versus 70 items, version of the original TOSRA. TOSRA-3 was found to be valid and reliable for use with PSETs. Factor analysis suggests a six scale structure with a Cronbach’s Alpha for each …


'Raissing’ Teacher Practice: A Case Study Of A Living Model Of Professional Learning In Mentoring Pre-Service Teachers, Joanne Yoo, Pauline Kohlhoff, Cathryn Moore, Susan Rowley Jan 2026

'Raissing’ Teacher Practice: A Case Study Of A Living Model Of Professional Learning In Mentoring Pre-Service Teachers, Joanne Yoo, Pauline Kohlhoff, Cathryn Moore, Susan Rowley

Australian Journal of Teacher Education

Mentoring is essential for equipping beginner teachers with the skills to navigate the complexities of the classroom. It is paramount to any teacher education program, particularly in relation to learning the practical skills of teaching during placement. This current research presents a case study of a living model of professional learning undertaken within a practicum setting. It introduces a ‘RAISS’ model of professional learning in mentoring, which incorporates relevant, agile, impactful, sustainable and scalable activities that maximise learning for all stakeholders. This case study sheds insight into two pilot deliveries of a mentoring program that can be adopted by other …


Postgraduate Secondary Teacher Training Programs: A Global Scoping Review, Susan Ledger, Claire Bates, Jordan Smith, Elena Prieto, David Roy, Wayne Cotton Jan 2026

Postgraduate Secondary Teacher Training Programs: A Global Scoping Review, Susan Ledger, Claire Bates, Jordan Smith, Elena Prieto, David Roy, Wayne Cotton

Australian Journal of Teacher Education

: Initial teacher education (ITE) programs are shaped by diverse political, cultural, and policy contexts, resulting in varied approaches to preparing secondary teachers. This study presents a global scoping review of postgraduate ITE (PG-ITE) programs across 58 countries, examining four key characteristics: program duration, entry requirements, curriculum, and practicum structure. Findings reveal substantial variation across all dimensions, reflecting differing national priorities and workforce pressures. While common structural features are evident, program design is shaped by underlying policy logics and assumptions about teacher preparation. By systematically mapping these patterns, this study provides a comparative contribution to the field and offers insights …


(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education, Saul A. Karnovsky, Matthew J. Phillips, Breeanna Melville Jan 2026

(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education, Saul A. Karnovsky, Matthew J. Phillips, Breeanna Melville

Australian Journal of Teacher Education

Australia is currently facing a significant teacher attrition crisis, with early career educators increasingly leaving the profession due to burnout, demoralisation, and adverse working conditions. This issue is exacerbated for teachers of diverse genders and sexualities (DGS), who encounter heightened levels of discrimination, exclusion, and mental health challenges within educational institutions. Despite broader societal progress, Australian schools and universities remain sites of persistent queerphobia, contributing to unsafe and unsupportive environments for DGS individuals. This article focuses on pre-service teachers (PSTs) enrolled in initial teacher education (ITE) programs. The study addresses an important gap in the literature by exploring how emotional …


The Global Onboard Training Programme (Gobt) : A Comprehensive Review, World Maritime University Jan 2026

The Global Onboard Training Programme (Gobt) : A Comprehensive Review, World Maritime University

Reports

A stable supply of qualified seafarers is a critical component of the global maritime logistics industry, which relies heavily on maritime transportation. According to the 2021 BIMCO Manpower Report, an additional 89,510 officers will be needed by 2026. In 2021 alone, there was already a deficit of 26,240 STCW-certified officers, clearly indicating that demand continues to outpace supply. The report also noted a 45.8% increase in the number of female seafarers since 2015, although they still represent only a small share of the overall workforce. Maritime Education and Training (MET) institutions around the world continue to provide training to develop …


Student Retention In Music Programs: An Analysis Of Relationships Between Selected Student Demographics And Continued Enrollment In Music Programs With The Presence Of School-Provided Supports, Jessica Wiese Jan 2026

Student Retention In Music Programs: An Analysis Of Relationships Between Selected Student Demographics And Continued Enrollment In Music Programs With The Presence Of School-Provided Supports, Jessica Wiese

Theses, Dissertations and Capstones

Music education provides significant cognitive, social, and academic benefits; however, elective music programs often face substantial annual attrition. While existing literature has documented material barriers (e.g., instrument costs, transportation, scheduling conflicts), this study investigates the persistence of attrition within a medium-sized suburban district on Long Island that has systematically mitigated these obstacles. The district provides free instruments, flexible scheduling, and dedicated transportation for all students. The purpose of this mixed-methods study was to determine whether demographic disparities in music enrollment remain predictive of withdrawal in such a post-barrier environment.

The research used a two-phase explanatory sequential design. In the first …


Reaching The Finish Line: Teacher Perceptions Of Intervention Strategies To Reduce Dropouts And Improve Student Engagement In Rural Schools, Carter J. Baran Jan 2026

Reaching The Finish Line: Teacher Perceptions Of Intervention Strategies To Reduce Dropouts And Improve Student Engagement In Rural Schools, Carter J. Baran

Doctor of Education Dissertations

The purpose of this qualitative study was to examine educator perceptions of intervention strategies designed to reduce student dropout rates and improve student engagement in rural school settings. Rural schools often face unique challenges, including limited resources, geographic isolation, and socioeconomic factors that may contribute to student disengagement and increased dropout risk. This study sought to identify strategies educators perceive as effective in supporting at-risk students and promoting persistence toward graduation. Data were collected through 18 semi-structured interviews with educators in a rural school district, including six core content teachers, six elective teachers, and six administrators. Following the interviews, a …


Perceptions Of Intracurricular And Extracurricular Activities On Student Academics In An Eastern North Carolina High School: A Qualitative Study, Demarcus Jones Jan 2026

Perceptions Of Intracurricular And Extracurricular Activities On Student Academics In An Eastern North Carolina High School: A Qualitative Study, Demarcus Jones

Doctor of Education Dissertations

This qualitative study explored educator perceptions of the impact of intracurricular and extracurricular activities on student academic achievement in a rural high school in Eastern North Carolina. Grounded in Bandura’s (1986) Social Cognitive Theory and Maslow’s (1962) Hierarchy of Needs, the study examined how structured school-based programs influence student motivation, engagement, and academic performance. Data were collected through three rounds of semi-structured interviews with purposive groups of core teachers, elective teachers/sponsors, and school administrators, followed by a culminating focus group to confirm emerging themes. Inductive thematic analysis revealed that participation in structured programs positively influenced academic outcomes by promoting accountability, …


Overcoming The Literacy Gap In K-5 Students From A District Perspective: A Qualitative Study, Sarah G. Boles Jan 2026

Overcoming The Literacy Gap In K-5 Students From A District Perspective: A Qualitative Study, Sarah G. Boles

Doctor of Education Dissertations

The purpose of this qualitative study was to explore how district leaders respond to literacy gaps among kindergarten through fifth-grade students in a small, rural school district in Northwestern North Carolina. While previous research has focused specifically on classroom practices, less is known about the role of district leadership in shaping system-level approaches to literacy improvement. Using a qualitative research design, data were collected through semi-structured interviews with 18 participants, which included nine elementary lead classroom teachers and nine elementary school leaders (five principals, two assistant principals, and two instructional coaches). The culminating focus group included six teachers, three principals, …


Competitive Dance And The Adolescent’S Body: Considering Pedagogical Approaches To Teaching Competitive Dancers, Catri E. G. Barba Jan 2026

Competitive Dance And The Adolescent’S Body: Considering Pedagogical Approaches To Teaching Competitive Dancers, Catri E. G. Barba

Dance (MFA) Theses

Diving into the past and researching for the future, this thesis explores the development and perpetuation of hyper-sexualized adolescent bodies through the competitive dance scene. Drawing on dance theorists, educational theorists, and embodied research (i.e., the author’s body archive), this thesis explores how the competition gaze is performed for and by a capitalist patriarchy. Specifically, this thesis critically reflects on the author’s career as a young competitive dancer in the greater Los Angeles, California, area during the 1990s and 2000s, as well as a competition dance instructor and K-12 educator for two decades, and how those personal experiences have shaped …


The Role Of Automatic Speech Recognition Live Captions In Synchronous In-Person Learning Environments: A Study On Accuracy Rate, Krista M. Rey Jan 2026

The Role Of Automatic Speech Recognition Live Captions In Synchronous In-Person Learning Environments: A Study On Accuracy Rate, Krista M. Rey

Doctor of Education (EdD)

The purpose of this study was to examine the accuracy rate of Automatic Speech Recognition (ASR) live captions in an in-person synchronous classroom setting and the perceptions of participants experiencing them. The reduction in the workforce of Communication Access Realtime Translation (CART) captioners, improvements in ASR, and previous studies suggesting benefits for all learners have left educators, institutions, and policymakers wondering if ASR live captions can ethically meet accessibility requirements under the Americans with Disabilities Act (ADA) and also benefit typically hearing and English Language Learners (ELL). Two general undergraduate education classes were selected to evaluate the accuracy rate of …


How Oregon School District Staffing Allocation Proportions Relate To Student Achievement As Measured By Essa-Aligned Key Indicators On The Oregon School Report Cards, David M. Wallace Jan 2026

How Oregon School District Staffing Allocation Proportions Relate To Student Achievement As Measured By Essa-Aligned Key Indicators On The Oregon School Report Cards, David M. Wallace

Doctor of Education (EdD)

Grounded in the Educational Production Function framework and Oregon’s ESSA-aligned accountability system, this study examined the relationship between district-level staffing allocation proportions and student achievement outcomes. Within the constrained, zero-sum context of school district budgeting, the study examined whether the proportional distribution of personnel expenditures among certified, classified, and administrative staff was associated with differences in third grade English Language Arts (ELA) proficiency, eighth grade mathematics proficiency, attendance, and on-time graduation. Using an unbalanced panel of 519 district-year observations from Oregon public school districts (2021–2024), multiple regression models controlled for student poverty, disability status, and English learner enrollment. The findings …


The Intersection Of Bias And Practice: Understanding How Adult Beliefs And Ppt Expertise Affect Self-Contained Placement Recommendations In Special Education, Amy M. Martino Jan 2026

The Intersection Of Bias And Practice: Understanding How Adult Beliefs And Ppt Expertise Affect Self-Contained Placement Recommendations In Special Education, Amy M. Martino

Doctor of Education (Ed.D.)

This mixed-methods Improvement Science Dissertation in Practice (ISDiP) examined high rates of segregation for students receiving special education services in an urban district in central Connecticut. A root cause analysis, supported by a review of existing literature, guided the need for intervention given the widening gap between academic achievement and post-secondary outcomes for students with disabilities as compared to their peers at the secondary level. Using an improvement science framework within a convergent mixed-methods design, this study investigated the implementation of a six-week professional learning intervention for high school administrators. The professional learning focused on the facilitation of Planning and …


Creating An Effective Video Case-Based Teaching Tool To Enhance Undergraduate Clinical Skills, Tyler Kam Jan 2026

Creating An Effective Video Case-Based Teaching Tool To Enhance Undergraduate Clinical Skills, Tyler Kam

Entry-Level Occupational Therapy Doctorate - Doctoral Capstone Symposium

No abstract provided.


Enhancing Occupational Therapy Education In Cancer Rehabilitation​, Elizabeth A. Dorn Jan 2026

Enhancing Occupational Therapy Education In Cancer Rehabilitation​, Elizabeth A. Dorn

Entry-Level Occupational Therapy Doctorate - Doctoral Capstone Symposium

This doctoral capstone project aimed to enhance entry-level occupational therapy (OT) education by developing and evaluating evidence-based instructional materials addressing musculoskeletal and oncology rehabilitation within a doctorate curriculum. Designed as an oncology-focused experience, the project involved a two-phase approach: (1) testing educational techniques by implementation and evaluation of an elbow pathology lecture and lab, and (2) development of an asynchronous oncology rehabilitation unit informed by outcomes from the initial phase. The project was guided by the ASSURE instructional design model and emphasized active, visual, and case-based learning strategies to support clinical reasoning.

Student outcomes were assessed using pre- and post-lecture …


Development And Validation Of A Music Teacher Candidate Assessment, Phillip Hash Jan 2026

Development And Validation Of A Music Teacher Candidate Assessment, Phillip Hash

Faculty Publications - Music

The purpose of this study was to develop and validate the Music Teacher Candidate Assessment (MTCA), a rubric-based tool for evaluating student teachers in music classrooms. Factor analyses of scores issued by university supervisors (USs), cooperating teachers (CTs), and student teachers (STs) supported construct validity, explained 53.5% of the variance, and revealed two subscales: Pedagogy (I) and Professionalism (II). Concurrent validity resulted from a strong correlation (rs = .83) between evaluators’ rubric averages and holistic ratings of performance. Inter-factor correlation (r = .65) confirmed discriminant validity. All groups exceeded the α ≥ .80 threshold for acceptable internal …


Transforming Police Officers To Community Peace Officers: A Scholarly Personal Narrative Addressing The Mental And Moral Conflicts In Community Engagement & Law Enforcement, London S. R. Mcbride Jan 2026

Transforming Police Officers To Community Peace Officers: A Scholarly Personal Narrative Addressing The Mental And Moral Conflicts In Community Engagement & Law Enforcement, London S. R. Mcbride

Doctor of Education

This dissertation explores the transformation of police officers into community peace officers by examining the mental and moral conflicts inherent in community engagement and law enforcement. Using scholarly personal narrative (SPN) as my methodology, the study integrates my lived experience as a Black law enforcement officer with broader discussions on race, power, leadership, and institutional culture. Grounded in critical race theory, social justice leadership, and trauma theory, the research investigates how systemic inequities, organizational resistance, and historical trauma influence policing practices and officer identity. The literature review highlights the legacy of racialized policing, the psychological toll of law enforcement work, …


“We Learned So Much More About Each Other”: Strengthening Student-Educator Relationships Through Culturally Affirming Practices, Ashley R. Routhier Jan 2026

“We Learned So Much More About Each Other”: Strengthening Student-Educator Relationships Through Culturally Affirming Practices, Ashley R. Routhier

Doctor of Education (Ed.D.)

School connectedness serves as a powerful lever for positive student outcomes. Specifically, student-educator relationships provide well-documented benefits, acting as a protective factor against adverse experiences. However, building and maintaining these relationships remains a complex challenge influenced by site-specific conditions. This challenge is further intensified when accounting for diverse cultural and racial backgrounds. Utilizing an improvement science framework, this qualitative study examined educators’ perceptions as they facilitated culturally affirming social and emotional lessons in a pre-existing advisory block at a magnet high school. Findings indicate that factors at every level of the system shape student-educator relationships. Policies emerged as a critical …


Response To Intervention: Impact On Academic Achievement, Lisa Cisneros Jan 2026

Response To Intervention: Impact On Academic Achievement, Lisa Cisneros

Education Theses and Dissertations

The purpose of this study was to examine the application of improvement science within education as a structured framework for strengthening the implementation of Multi-Tiered Systems of Support (MTSS) and Response to Intervention (RTI) to improve elementary students’ reading outcomes. Grounded in the six guiding principles of improvement science: problem-specific, focus, variability acknowledgment, system recognition, evaluation, and systematic inquiry learning. This study applied a Design-Based Implementation Research (DBIR) methodology and practical insights. The study emphasized the utilization of the Plan-Do-Study-Act (PDSA) cycle as a trial-and-learning methodology to instigate continuous improvement in educational practices. Using a mixed-methods design across two years …


Building Improvement Capacity In School Improvement Planning, Jennifer E. Garcia Jan 2026

Building Improvement Capacity In School Improvement Planning, Jennifer E. Garcia

Education Theses and Dissertations

This improvement science dissertation examined how school teams used improvement science routines to strengthen planning and implementation in school improvement. The study focused on two California schools designated for Additional Targeted Support and Improvement (ATSI) or Comprehensive Support and Improvement (CSI) for multiple years. Although both teams developed School Plans for Student Achievement (SPSAs), they demonstrated minimal sustained improvement, suggesting limitations to their underlying improvement processes. Using an improvement science methodology, informed by design-Based research, this study investigated how structured improvement practices, such as root cause analysis, driver diagrams, and Plan-Do-Study-Act (PDSA) cycles, supported schools in developing more inquiry-driven improvement …


The Impact Of Leadership Skills On Pbl Group Dynamics, Jaime W. Burke Hicks Jan 2026

The Impact Of Leadership Skills On Pbl Group Dynamics, Jaime W. Burke Hicks

Education Theses and Dissertations

This Improvement Science Dissertation in Practice examined the role of intentional leadership instruction in addressing persistent challenges in Project-Based Learning (PBL) group dynamics within a middle school setting. The Problem of Practice centered on students’ inconsistent demonstration of leadership behaviors, including communication and accountability, which limited the effectiveness of group work despite prior exposure to PBL structures. This study was conducted at a university-affiliated public charter school in East Texas, where PBL serves as a core instructional model.

Guided by an Improvement Science framework and structured through a Plan-Do-Study-Act (PDSA) cycle, this study employed a mixed-methods embedded design to evaluate …


Undergraduate Voice Students’ Understanding Of The Vocalize And Its Purpose, Natalie H. Bazemore Jan 2026

Undergraduate Voice Students’ Understanding Of The Vocalize And Its Purpose, Natalie H. Bazemore

Honors College Theses

This research discusses undergraduate voice students' understanding of vocalizes and their purpose. To discuss this subject, a vocalize has been defined along with its purpose analyzed. By discovering what methods voice teachers are using to prescribe vocalizes tells us how they are educating their singers on developing technical singing skills. This research was collected through a survey conducted in Qualtrics and was shared via social media voice teacher forums and collegiate music settings. This 5-10 minute long survey included participants that are either undergraduate voice students or undergraduate voice teachers. The teachers and students completed different surveys, both asking about …


Existential Intelligence: A Survey Across The Ages--As Well As My Ages, Howard Gardner Jan 2026

Existential Intelligence: A Survey Across The Ages--As Well As My Ages, Howard Gardner

International Journal of Transpersonal Studies Advance Publication Archive

Written in response to Branton Shearer’s (2026) paper on existential intelligence and existential reasoning, this paper argues that due to the lack of evidence of neural specialization and a developmental trajectory, pondering existential questions is best understood as philosophical thinking, rather than a distinct intelligence. The paper reflects on the status of existential thinking within the author’s framework for multiple intelligences. It traces the criteria originally used to identify the author’s seven intelligences, the later admission of naturalist intelligence, and the provisional consideration of pedagogical and existential intelligences. The paper explains why the labels “spiritual” and “religious” intelligence have been …


Negotiating Disability Stigma In Undergraduate Students With Academic Accommodations, Demetruis Leonard, Pietro A. Sasso Jan 2026

Negotiating Disability Stigma In Undergraduate Students With Academic Accommodations, Demetruis Leonard, Pietro A. Sasso

Journal of Higher Education & Student Affairs

To understand how undergraduate students diagnosed with a disability who receive academic accommodations negotiate stigma, this phenomenological qualitative study was conducted at a midwestern private university using Gibson's (2006) Disability Identity Development Model. Findings from this study of six undergraduates receiving academic accommodations suggest they qualified for reasonable accommodations to guarantee equal access and mitigate the impact of their diagnosed ADHD, depression, and/or anxiety and were granted academic accommodations such as extended time for testing and assignments. These students also used family, friends, and peers to support the navigation of the negative stigma of being perceived as “lazy” or “taking …


Racial Discrimination And Racial Identity Among Asian College Students: The Moderating Role Of Interdependent Self-Construal, Foong Yan Lee, Qianyi Wang, Eunseon Gong Jan 2026

Racial Discrimination And Racial Identity Among Asian College Students: The Moderating Role Of Interdependent Self-Construal, Foong Yan Lee, Qianyi Wang, Eunseon Gong

Journal of Higher Education & Student Affairs

The current study examined the moderating role of interdependent self-construal in the relationship between perceived racial discrimination and racial group identification among 130 Asian college students at a U.S. institution. Using moderation regression analyses, results indicated that perceived racial discrimination was associated with lower racial group identification, and this relationship was significantly moderated by interdependent self-construal. Specifically, racial discrimination was negatively associated with racial group identification among students reporting lower levels of interdependent self-construal, whereas this association was not significant among those with higher interdependent self-construal. These findings suggest that individual differences in self-construal shape how Asian college students interpret …


Where You Work Still Matters: A Content Analysis, Catherine E. Gonzalez, Ramona Meraz Lewis, Brianne Steele Jan 2026

Where You Work Still Matters: A Content Analysis, Catherine E. Gonzalez, Ramona Meraz Lewis, Brianne Steele

Journal of Higher Education & Student Affairs

This qualitative content analysis examines institutional differences in student affairs work through 234 articles from JCSD and JSARP (2006-2023). The study explores the relevance of Hirt's (2006) original framework and identifies emerging themes. Findings reveal research imbalances across institutional types and growing attention to diversity, equity, inclusion, and Professional Competencies. Gaps exist in reward structures, career transitions, and research on institutional fit. Implications for scholarship, graduate preparation, and practice are discussed.


Financial Stress And Academic Disruption Among U.S. Postsecondary Students: The Mediating Role Of Anxiety, Tania Akter Jan 2026

Financial Stress And Academic Disruption Among U.S. Postsecondary Students: The Mediating Role Of Anxiety, Tania Akter

Journal of Higher Education & Student Affairs

Given the growing mental health challenges among students in the United States, this study examines how financial stress is associated with anxiety and assesses whether anxiety mediates the relationship between financial stress and academic disruption among U.S. postsecondary students. Data from the 2023–2024 Healthy Minds Study were analyzed using survey-weighted linear regression models to assess the association between financial stress and anxiety, and a generalized structural equation model (GSEM) to test whether anxiety mediates the relationship between financial stress and academic disruption. Results showed that financial stress was significantly associated with anxiety. Mediation analysis indicated that anxiety significantly mediated the …


Bias Across The Data Lifecycle: Data Governors’ Perceptions In Land-Grant Higher Education, Shauna N. Mcclure, Lisa Lambert Snodgrass Jan 2026

Bias Across The Data Lifecycle: Data Governors’ Perceptions In Land-Grant Higher Education, Shauna N. Mcclure, Lisa Lambert Snodgrass

Journal of Higher Education & Student Affairs

Higher education institutions increasingly rely on artificial intelligence (AI)-enabled tools and predictive analytics to inform decisions in areas such as admissions, student success, and resource allocation. This reliance heightens the need for data governance frameworks that address the policies, processes, and technologies governing student data. Data governors shape how institutional data are collected, interpreted, and used, yet existing approaches often assume that data are neutral, overlooking how bias can become embedded and compounded across the stages of the data lifecycle. This exploratory study investigates whether data governors perceive implicit bias as present across these stages. Using a quantitative survey, we …