Digital Commons Network^™

The Teacher Shortage Crisis: How Workplace Relationships Influence Retention, Attrition, And The Education Labor Market, Jeremy Brooks

University of the Pacific Theses and Dissertations

This study took a closer look at how high school teachers perceive the ongoing teacher shortage, with particular attention to how workplace conditions and the broader school climate impact whether they choose to stay in the profession. Special focus was given to teachers in their first five years, a group especially vulnerable to early attrition. As the conversation around teacher turnover grows louder, this research seeks to better understand what’s driving teachers’ decisions from their own perspectives, not just policy data or administrative assumptions.

The study used a basic qualitative research design, relying on one-on-one, in-depth interviews to gather insights …

Empowering Equity: Latinas In Leadership – Navigating Work-Life Balance In The Post-Pandemic Era, Teresa Excinia

University of the Pacific Theses and Dissertations

This dissertation explored the lived experiences of Latina leaders as they navigated how cultural expectations influenced work–life balance in the post-pandemic era. The COVID-19 pandemic reshaped workplace dynamics, blurring boundaries between professional responsibilities and personal life. For Latinas, these challenges were compounded by cultural expectations that shaped their roles both at home and in the workplace. The purpose of this study was to understand how Latina leaders managed the dual pressures of balancing career demands with cultural and familial obligations. Using Testimonio as the methodological framework, this study captured the voices and narratives of Latina leaders across industries, offering an …

Impact Of Instagram Flyers In Higher Education: Within Resident Assistant Program Attendance Marketing, Mary J. Mcdonald

Liberal Studies (MA) Final Essays

This exploratory pilot study examines whether posting Instagram digital flyers affects Resident Assistant (RA) program attendance in the higher-education Housing and Residence Life (HRL) context. Instagram has emerged as a dominant channel of communication among Generation Z (1997-2012). As a result, higher education institutions have increasingly used social media to prompt student engagement and foster belonging, in hopes of strengthening retention. Using a quasi-experimental matched comparison design, attendance data from the 2024 academic year without Instagram flyers were compared to the 2025 academic year with Instagram flyers. The independent variable was the implementation of Instagram digital flyers, and the dependent …

Large Language Model-Based Automated Item Generation In Stem Assessments: Historical Mapping And A Scoping Review Of Empirical Studies, Moses Oluoke Omopekunola

Journal of Educational Technology Development and Exchange (JETDE)

Educational assessments, from low-stakes classroom tests to high-stakes national examinations, require item pools that are valid, fair, and secure. Automated Item Generation (AIG) aims to efficiently produce large pools of calibrated test items. This paper adopts a two-part design: (1) a brief historical mapping situating LLM-based AIG within the broader AIG trajectory; and (2) a scoping review of empirical studies on LLM-based AIG for STEM assessments, published between January 2022 and January 2026. A structured search of ERIC, Lens and OpenAlex yielded 1,267 records; after deduplication and screening, 7 studies were retained for synthesis. In all studies, LLMs were primarily …

Teacher-Guided Video Instruction For Dance Appreciation: A Design-Based Research Study, Cuiqing Meng, Tiantian Zhou

Journal of Educational Technology Development and Exchange (JETDE)

Video is widely used in dance appreciation courses; however, unguided viewing often leads to passive observation rather than analytical understanding. Grounded in multimedia learning theory and instructional scaffolding, this study employed a Design-Based Research (DBR) approach to develop and evaluate a teacher-guided video instructional model in a dance appreciation course in a Chinese university. The DBR process involved iterative phases of design, implementation, analysis, and refinement within an authentic classroom context. A convenience sample of 23 undergraduate dance majors participated in the study. Data were collected through a structured questionnaire consisting of Likert-scale items and open-ended responses. Quantitative data were …

Digital Transformation And Artificial Intelligence In Education In Vietnam: A Bibliometric And Systematic Review, Minh-Anh Thi Nguyen, Van-Quynh Ha

Journal of Educational Technology Development and Exchange (JETDE)

Globally, digital transformation (DT) is reshaping education through data-driven innovation, artificial intelligence (AI), and emerging learning technologies. These transformative forces are influencing not only instructional methods but also governance, equity, and sustainability in education. Within this context, the study provides a comprehensive review of DT and AI in Vietnam’s education sector. Combining bibliometric mapping with a systematic content analysis, it synthesizes recent scholarly developments to reveal key research trends, methodological orientations, and conceptual structures. Five thematic clusters are identified, including digital competence, institutional transformation strategies, AI literacy, and learner engagement, potentially reflecting a shift from institutional readiness toward learner-centered innovation. …

Enhancing Academic Literacy Through Ai-Supported Writing Analytics In Multilingual Higher Education, Riki Nasrullah, Septia Rizqi Nur Abni

Journal of Educational Technology Development and Exchange (JETDE)

This study examines the longitudinal impact of AI-supported writing analytics on academic literacy in multilingual higher education. Using a quasi-experimental design over two semesters with 124 undergraduates, the treatment group employed a GPT-based analytics tool, while the control group relied on conventional feedback. Using a longitudinal quasi-experimental design and repeated-measures analyses, the study found significant group effects and significant Group × Time interactions, indicating that the treatment group achieved larger and more sustained gains in academic literacy. Process-oriented indicators and learning analytics further showed a shift from surface editing to global revision, accompanied by deeper metacognitive engagement.

Artificial Intelligence In Higher Education: How Educators’ Perception, Readiness, And Well-Being Shape Performance, Fatimah Pohan, Dicky Aprillo Siregar, Muhammad Bangun Siregar

Journal of Educational Technology Development and Exchange (JETDE)

Artificial Intelligence (AI) is transforming higher education, but its effectiveness depends on how educators perceive, adopt, and psychologically respond to the technology. This study examines the effects of educators’ perception of AI and AI adoption on self-reported educators’ performance through AI readiness and psychological well-being. Grounded in the Technology Acceptance Model, Readiness for Change Theory, and the Job Demands–Resources framework, the study employed a quantitative cross-sectional survey design. Data were collected from 121 educators at private higher education institutions in North Sumatra, Indonesia, using purposive sampling of active educators. The data were analyzed using Partial Least Squares Structural Equation Modeling. …

Investigation Of Dean’S Transformational Leadership Profiles And Digital Transformation Maturity In Guangxi Public Higher Vocational Colleges, Lili Ding, Jamilah Binti Ahmad, Yuqiang Luo

Journal of Educational Technology Development and Exchange (JETDE)

Background: As China builds an innovation-driven economy, vocational education provides essential skilled workers for key industries, helping to elevate vocational colleges into crucial centers for talent development and social mobility. In this context, the dean’s transformational leadership may play an important role in supporting institutional digital transformation.

Research Question: How do deans’ transformational leadership domains predict institutional digital transformation maturity across leadership and pedagogy in vocational education?

Methods: A sequential explanatory mixed-methods design combined a faculty survey with semi-structured interviews. Valid survey responses from 30 faculty members were analyzed using descriptive statistics, correlations, and regression, followed by thematic analysis of …

From Enthusiasm To Exhaustion: Investigating Burnout In New Secondary Teachers, Casey Gruver

Education Doctorate Dissertations

Teacher burnout remains a critical concern and commonly experienced phenomenon in secondary education, particularly among educators in their first five years of practice. This mixed-methods study examined the experiences and perceptions of burnout among new secondary teachers (grades 7–12) in a single, large suburban school district. Guided by the Job Demands Resource Model and Conservation of Resources Theory, the study explored how job demands, access to resources, and organizational supports shape early-career burnout. Survey data and semi-structured interviews support the framework that burnout is a multidimensional, cumulative experience influenced by job demands and insufficient organizational resources.

Burnout Among Licensed Central Office Administrators In Illinois School Districts: A Quantitative Study, Ivone De Jesus

Dissertations of Practice

Burnout among educational leaders is well documented; however, limited empirical research has focused on central office administrators. This study examined burnout among licensed central office administrators in Illinois school districts, focusing on self-reported levels of burnout and associated organizational stressors. Guided by the Job Demands-Resources model, burnout was conceptualized as a systemic organizational phenomenon shaped by workplace conditions. A cross-sectional survey was administered to licensed central office administrators across Illinois public school districts. Descriptive analyses assessed burnout prevalence, while correlational analyses examined relationships among burnout, organizational stressors, and coping strategies. Results indicated that burnout was common and multidimensional, with organizational …

Educator Understanding Of Mtss: A Quantitative Descriptive Study, Danielle Valiente

Dissertations of Practice

Multi-tiered systems of support (MTSS) require coordinated implementation across the full educator workforce. This study examined MTSS knowledge and self-reported understanding across the Illinois educator workforce to identify the specific knowledge gaps a targeted professional learning solution would need to address. Using a quantitative descriptive design, 208 Illinois public school educators across 16 job roles and four experience bands completed an online survey consisting of an eleven-item true/false knowledge assessment, a ten-item multiple-choice knowledge assessment, and a 10-item Likert self-report inventory. Data were disaggregated by job role and by years of professional experience. Educators demonstrated strong understanding of MTSS structural …

Examining Challenges For Sociology Master’S Degree Students At California State University, David Ortuno

University of the Pacific Theses and Dissertations

The purpose of this study is to identify the lived experiences of CSU sociology graduate students pursuing a master’s degree. Seven sociology graduate students from six of the eight (75%) total sociology MA programs throughout the entire CSU system were interviewed. Their responses were designed to analyze the support systems and challenges they face while pursuing a master's degree, as well as to investigate whether their experiences correlate with or fail to correlate with the promises in the CSU mission statement, and to answer the study’s research questions and achieve the purpose of this qualitative study.

Four themes emerged from …

Post-Secondary Participation And Graduation, Syeda Kashfee Ahmed, Ian Teo, Amanda Haddow, Daniel Edwards

Higher education research

This systematic review examines systems and institutional policies impacting Higher Education (HE) and Vocational Education and Training (TVET) sectors globally. Specifically, it seeks to address the impact of access, participation, retention, and graduation policies, and support the development of the UNESCO Global Education Monitoring Report 2026 by responding to equity and inclusion challenges, and alignment with Sustainable Development Goal 4 targets.

An Investigation Into The Impact Of Open Educational Resources (Oer) On Postsecondary Student Outcomes, Amber Mullens

Graduate Studies Theses and Dissertations 2026

Increasing higher education costs are a concern for policymakers and the American public. In 2024-25, undergraduate students paid on average $1,290 for books and supplies (College Board, 2024). These costs have led policymakers and educators to advocate for the use of open educational resources (OER). OER are teaching and learning materials that are in the public domain or licensed under copyright allowing no cost access, reuse, repurpose, adaptation, and redistribution (UNESCO, 2019, p. 5). While research has demonstrated OER use significantly reduces costs for students, less is known about OER's impact on student academic outcomes. Despite significant research on these …

Holistic Review In Graduate Admissions: Admissions Professionals’ Evaluation Of Non-Cognitive Traits, Joshua L. Olson

Graduate Studies Theses and Dissertations 2026

This basic qualitative study examines how graduate admissions professionals conceptualize, operationalize, and interpret holistic review within graduate admissions processes. Guided by Social Cognitive Theory and Expectancy-Value Theory, the study explores how non-cognitive traits such as motivation, resilience, self-efficacy, and professionalism are evaluated alongside traditional academic indicators in admissions decision-making. Using semi-structured interviews with graduate admissions professionals directly involved in admissions decisions, the study identifies how holistic review is defined and implemented across institutional contexts, which non-cognitive traits are most valued, and the tools and procedures used to assess applicant potential beyond academic metrics. Findings suggest that, for participants in this …

The Ecology Of Hope: Building Rainbows In Education Systems, Jennifer Achari

Research outputs 2022 to 2026

Hope is frequently invoked in education, yet rarely theorised. Where it has been theorised, it has been understood in two largely separate ways: as an individual psychological capacity, in the positive-psychology tradition and as a critical-emancipatory stance, in the pedagogy of hope. This article proposes a third: a theory, the ecology of hope, that locates hope not in the individual alone but in the relationship between a person and the systems that surround them. Bringing the cognitive psychology of hope into dialogue with ecological systems theory, the social-ecological account of resilience, and utopian methodology, in which a better society is …

Advancing Data Extraction Workflows For Single-Case Design Meta-Analysis Using Large Language Models, Yaosheng Lou

Electronic Theses & Dissertations (2024 - present)

Single-case experimental designs (SCEDs) are a form of longitudinal research that is particularly valuable for studying marginalized and underrepresented populations. Meta-analysis plays an essential role in synthesizing evidence across studies and enhancing the generalizability of findings. However, as interest in SCEDs grows and the evidence base expands, conducting meta-analyses has become increasingly labor-intensive and time-consuming. This dissertation addresses these challenges by examining the applicability of large language models (LLMs) for data extraction and meta-analytic dataset compilation in the context of SCED meta-analysis. Because LLM performance is influenced by model selection, prompt design, and the specific materials being extracted, this dissertation …

The Impact Of Flight Instructor Feedback On Subsequent Instructor Evaluations Of Student Performance, Ayhan Rozyyev, Jennifer E. Thropp

Journal of Aviation/Aerospace Education & Research

This study examines the impact of feedback tone and feedback order on flight instructors’ evaluations of student performance in an aviation training context. Using a 2×2 mixed factorial design, 40 certified flight instructors reviewed fictitious training records and rated students based on feedback that varied in tone (positive vs. negative) and order (positive-first vs. negative-first). Results showed that positive feedback significantly influenced evaluations across all measured dimensions, while feedback order had no significant effect, challenging assumptions about primacy and recency effects. These findings highlight the role of positive reinforcement in shaping instructor evaluations and suggest that structured training environments can …

Utilising Video Recordings To Assess Student Pilot Performance: An Exploratory Study During A Simulated Training Flight, Bradley Moncion, Shi Cao, Allison Lynch, Suzanne K. Kearns, Elizabeth Irving, Ewa Niechwiej-Szwedo

Journal of Aviation/Aerospace Education & Research

In ab initio flight training, the quality of the feedback a flight instructor provides their student is essential to their success. While other high-performance and safety-critical industries have incorporated the use of video recordings into training and assessments, the aviation industry generally has not. There are some studies addressing the potential benefits of video recordings in training professional pilots, but there is a lack of research at the ab initio level. In this study, five flight instructors assessed the performance of student pilots conducting a simulated training flight using a 4-point marking scale. The flights instructors were then tasked with …

Children's Peer Selection In Stem: The Influence Of Gender, Ethnicity, And Disability, Meagan Girard, Kim P. Roberts

Theses and Dissertations (Comprehensive)

The present study examined how children’s peer selection in STEM (science, technology, engineering, and mathematics) may be influenced by gender, ethnicity, and physical disability. Sixty-four children (ages 6-12) from elementary schools in Southwestern Ontario completed three tasks: a simulated peer selection task, an attribution of ability task, and a stereotype belief questionnaire. In the peer selection task, participants were repeatedly asked to select one peer from a set of AI-generated photographs showing children who differed by gender (male, female), ethnicity (White, Black, East Asian), and physical disability status (able-bodied user vs. nondisabled). The Peer Selection Task was based on the …

Curriculum Approaches To Strengthening Student Employability And Improving Graduate Outcomes In The Stm Disciplines, Denise Jackson, Michael D. O’Connor

Research outputs 2022 to 2026

In Australia and elsewhere, curriculum improvements are needed to improve the development of Science, Technology and Mathematics (STM) graduates for future work and careers. Several studies document significant STM student attrition, poor graduate preparedness for work, relatively weak employment rates post-graduation, and mismatched expectations of graduate capabilities by employers. The inclusion of work-integrated learning (WIL) activities within curricula can better prepare students for relevant employment by bridging discipline-specific teaching with work practices. Traditionally, access to WIL has been limited for STM Bachelor students and a better understanding of WIL’s benefits and impact is needed to refine and extend STM WIL …

Making Room For ‘Feelings’: What's At Stake For The Theory Of Practice Architectures?, George Variyan, Brad Gobby

Research outputs 2022 to 2026

This paper responds to Thelin, K. [2024. What about feelings? Elaboration on and consideration of the theoretical construct of emotions in practice and practice architectures. International Journal of Leadership in Education, 1–14] intriguing proposal that the theory of practice architectures (hereafter TPA) would benefit from an augmentation to its oft-repeated analytical mantra of ‘sayings, doings and relatings’ by adding the notion of feelings. Thelin's work is motivated by the increasing realisation amongst adherents that TPA has thus far been relatively silent on how emotions mediate practice. As such, there are ongoing efforts to think through the place of emotions in …

Systematic Review Of Early Childhood And Pre-Primary Education, Anna Dabrowski, Yung Nietschke, Syeda Kashfee Ahmed, Michelle Hsien, Dan Cloney, Tim Friedman

Early Childhood Education

This systematic review synthesises global evidence from academic and grey literature published between 2015 and 2025, examining effective policies and interventions aimed at increasing ECCE participation across diverse country contexts, with a focus on equity dimensions such as gender, disability, socio-economic status and geographic location. The multifaceted nature of increasing ECCE participation is highlighted, exploring institutional, interventionist, preventative, and compensatory policies as per the GEM policy typology, while emphasising equity, quality, and contextual factors. These categories reflect the different levels and areas within which policies operate, noting that in practice, approaches to increase ECCE participation often are combined or overlap.

Examining Teachers’ Data Usage Using The Teacher Data Use Survey, Natasha L. Hawkins

Graduate Studies Theses and Dissertations 2026

The United States spends approximately 2.7 billion dollars on classroom assessments and local exams for K-12 students (SIMBA, 2019).  However, despite this financial investment and the adoption of data-driven frameworks such as Multi-Tiered System of Support, the U.S. Department of Education found that only 55% of teachers used student data to make instructional decisions (U.S. Department of Education, 2007).  This study aims to explore the psychological and organizational factors that influence teachers’ data use when making instructional decisions.

This study used the Teacher Data Use Survey (TDUS) to investigate the extent that teachers’ use of data could be predicted by …

Robust Linking Estimation In Item Response Theory Using Quantile Regression: Applications To The Graded Response And Generalized Partial Credit Models, Ibrahim Almansour

Graduate Studies Theses and Dissertations 2026

This dissertation investigates robust estimation of linking coefficients in Item Response Theory (IRT) using quantile regression and its extensions. Linking procedures are essential for placing item and ability parameters from different test forms onto a common scale, thereby ensuring comparability of examinee scores across administrations. Traditional approaches such as moment methods, characteristic curve methods, and mean-based regression procedures like Ordinary Least Squares (OLS) and Generalized Least Squares (GLS) perform adequately under ideal conditions but tend to lose accuracy when ability distributions deviate from normality or include outliers.

To address these limitations, this research proposes a quantile-based regression framework that estimates …

Send Us Your Children: Toronto’S Growing Market Of Private Schools For International Secondary Students And Why It Is Concerning, Olivia Johnston, Roopa Trilokekar, Sue Winton, Laura Perry

Research outputs 2022 to 2026

The number of private secondary schools that cater to international students is increasing rapidly, especially in the Canadian city of Toronto. Previous studies about international students in public schools have uncovered several concerns, but little is known about these largely unregulated, for-profit private schools. We had created a dataset of all private secondary schools in Toronto (n = 370), and in the process noticed a high volume of schools explicitly targeting international students (n = 174). Thus, a qualitative document analysis of the websites of schools was conducted to explore this market further. Our final analysis uncovered 138 ‘schools of …

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 …

Academic Departments As Microfoundations Of Institutional Governance, Karley A. Riffe, Meghan J. Pifer

Educational Policy Studies and Evaluation Faculty Publications

Considerations of governance in US higher education do not typically include the academic department. This results in a knowledge gap about the role of these central organizing units of academic work in the governance of colleges and universities. Through the concept of microfoundations, we explore concrete ways in which departmental governance matters, how it may be challenging, and strategies for fostering effective governance within academic departments.

The Operationalization Of Student Success: How Institutions And Divisions Of Student Affairs Define And Align Non-Academic Student Success With External Accountability Expectations, Madeline N. Trudeau

Theses and Dissertations--Educational Policy Studies and Evaluation

This qualitative multi-case study investigates how higher education institutions and their divisions of student affairs publicly discuss and define non-academic student success through their strategic planning, within the context of external pressures from state legislatures and accrediting bodies. Grounded in Organizational Learning Theory, Transition Theory, and Theory of Student Involvement and Engagement, this study analyzes the alignment and divergence between external policy expectations and internal institutional and divisional strategic plans.

The findings reveal a fundamental tension; while external stakeholders increasingly demand quantifiable outcomes tied to economic productivity - like post-graduate wages and employability metrics - divisions of student affairs continue …