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Full-Text Articles in Entire DC Network
Institutional Responses To The College Mental Health Crisis: A Critical Systems Review, Angel Huerta
Institutional Responses To The College Mental Health Crisis: A Critical Systems Review, Angel Huerta
The Scholarship Without Borders Journal
The mental health crisis among U.S. college students continues to escalate, exposing structural, cultural, and systemic failures within higher education. This review synthesizes evidence on institutional responses, drawing on Bronfenbrenner’s Ecological Systems Theory and Critical Theory, to examine how policies, faculty interactions, campus climate, and resource distribution influence student mental health outcomes. Findings reveal persistent gaps between policy intentions and practice, insufficient counseling capacity, inconsistency in faculty accountability, and inequities affecting marginalized student groups. The review highlights how organizational structures can unintentionally reinforce power imbalances and reproduce harm. Recommendations include system-level alignment of policies and practices, mandatory faculty training, enhanced …
Ai-Augmented Pedagogy In Higher Education: An Ethical And Equitable Framework For The Governance And Operational Integration Of Ai In Teaching And Learning, Asrat G. Amnie
Publications and Research
Abstract
Higher education faces a convergence of pressures that no single institutional response has yet resolved: widening demographic diversity, pandemic-exposed structural fragility, and the persistent inequity of whose learning gets supported and how. Artificial intelligence (AI) has entered this landscape not as an optional enhancement but as an infrastructural reality— embedded in adaptive platforms, feedback systems, and early-alert protocols at institutions worldwide. Yet adoption has consistently outpaced governance, and tools celebrated for democratizing access carry real risks of encoding and amplifying the inequities they promise to address. This article introduces the AI-Augmented Pedagogy (AAP) framework, developed through a Sequential Explanatory …
Place-Based Education: A Rural Solution For Student Achievement, James A. Chamness
Place-Based Education: A Rural Solution For Student Achievement, James A. Chamness
College of Education
Rural secondary students in the United States continue to demonstrate lower academic outcomes on standardized assessments compared to their non-rural peers, highlighting the need for contextually responsive instructional approaches. This concurrent mixed methods study examined the relationship between place-based education (PBE) and academic achievement among rural secondary students and explored rural teachers’ perceptions of PBE. Guided by social cognitive theory, the study investigated differences in ACT composite scores between students exposed to PBE and those receiving traditional instruction, as well as perceived challenges and opportunities associated with PBE implementation. Quantitative data included archived ACT scores, which were analyzed using descriptive …
Layers Of Representation: A Multidimensional Book Analysis, Mariah Pfundheller, Nikki Logan, Amy E. Lein, Sydney Bueno
Layers Of Representation: A Multidimensional Book Analysis, Mariah Pfundheller, Nikki Logan, Amy E. Lein, Sydney Bueno
Kentucky Teacher Education Journal: The Journal of the Teacher Education Division of the Kentucky Council for Exceptional Children
This study evaluates how educators interpret the Multidimensional Framework for Inclusive Literature (MDFIL), a tool for evaluating and selecting multicultural literature for their classrooms. Participants self-identified as current, former/retired, or student teachers, or as undergraduates pursuing a teaching license at the time of the survey. Incorporating multicultural literature into educational settings has a positive impact on children's development. Multicultural literature fosters feelings of acceptance, cultural awareness, and empathy among students. By exposing children to diverse cultural perspectives, multicultural literature not only enhances their understanding of their own identities but also cultivates a greater appreciation of others' experiences. The benefits of …
Measurement Invariance Of An Affective Engagement Scale Across Genders In Urban And Rural Secondary Schools In Cross River State, Nigeria, Victor Bassey Akpan Dr, Nsikak-Abasi Udofia Prof., Joy Dianabasi Eduwem Dr, Joseph B. Offiong, Mfonobong E. Umobong Prof., Godian Patrick Okenjom Dr
Measurement Invariance Of An Affective Engagement Scale Across Genders In Urban And Rural Secondary Schools In Cross River State, Nigeria, Victor Bassey Akpan Dr, Nsikak-Abasi Udofia Prof., Joy Dianabasi Eduwem Dr, Joseph B. Offiong, Mfonobong E. Umobong Prof., Godian Patrick Okenjom Dr
Journal of Educational Research and Practice
This study examined the measurement invariance of an affective engagement scale across gender and school location among secondary school students in Cross River State, Nigeria. The study was premised on the critical role of affective engagement in educational equity and quality. Three research purposes, each with corresponding research questions and hypotheses, were formulated in the study. We used a stratified random sampling to select 500 respondents from a diverse group of students (gender and school location). The Student Engagement Instrument by Appleton et al. (2006) was the instrument adopted for data collection. The instrument underwent a validation process, resulting in …
Critical Connections: An Evaluation And Envisioning Of Partnership Between Art Museums, Schools, & Central Offices, Bennett R. Portillo
Critical Connections: An Evaluation And Envisioning Of Partnership Between Art Museums, Schools, & Central Offices, Bennett R. Portillo
Masters Theses
This thesis investigates systemic impediments to implementing partnerships between schools, art museums, and school districts’ central offices. This research suggests cross-sector connection and worker solidarity as strategies for resisting extremists efforts to de-coordinate the U.S. education system. Research methods include a review of existing literature and interviews with practitioners for the purpose of identifying shared values, challenges, and misconceptions in partnerships. From an anti-deficit perspective, the data analysis critically evaluates educational non-profits’ corporate values and re-centers practitioners' interpersonal investments.
Generative Ai And Student Engagement, Motivation, And Learning: Exploring The Use Of Generative Ai In Higher Education Online Courses, Jeffrey L. Simmons
Generative Ai And Student Engagement, Motivation, And Learning: Exploring The Use Of Generative Ai In Higher Education Online Courses, Jeffrey L. Simmons
Dissertations
ABSTRACT
The rapid emergence of Generative AI (GenAI) large language models (LLMs) such as ChatGPT in higher education has left many institutions unprepared to assess their potential benefits and risks. This mixed-methods study examined how ChatGPT and Google’s NotebookLM were integrated into online course development and delivery at a small private nonprofit university in California, and assessed their perceived impact on student engagement, motivation, and learning.
Data were collected from post-course Likert-scale surveys completed by students across three online master’s-level courses and from pre-course prediction surveys by instructors in the two NotebookLM courses. Quantitative analyses included one-sample t-tests against a …
For My Oklahomies: Educators’ Perspectives On Policy, Public Discourse, And Professional Wellbeing, Cassandra Herndon
For My Oklahomies: Educators’ Perspectives On Policy, Public Discourse, And Professional Wellbeing, Cassandra Herndon
Dissertations
This critical qualitative study examines how ideologies rooted in ultra-conservative movements shape the professional lives of Oklahoma K–12 educators, and how they maneuver, resist, or accommodate ideological forces within a climate of surveillance and professional delegitimization. Grounded in critical social theory and drawing on Foucault (1977) and Leonardo (2003), the study applies a recontextualized model of transformational resistance (Hannegan-Martinez et al., 2024) to analyze educators’ acts of agency within a restrictive policy landscape.
Drawing on semi-structured interviews with eight Oklahoma K–12 teachers and administrators, this study employs critical narrative inquiry alongside reflexive thematic and critical policy analysis to ask: (1) …
Second Annual Advances In Business Education Conference 2026 Proceedings, Kelsey Metz
Second Annual Advances In Business Education Conference 2026 Proceedings, Kelsey Metz
Advances in Business Education (ABE) Conference Proceedings
Conference Overview: The Second Annual Advances in Business Education (ABE) Conference was held on May 21–22, 2026, at Lincoln Memorial University in Harrogate, Tennessee. Hosted by the LMU School of Business, the ABE Conference exists to promote teaching excellence, scholarly inquiry, and regional engagement through innovation and collaboration in business education.
With a focus on fostering meaningful dialogue among educators, researchers, students, and industry professionals, the conference welcomed more than 70 attendees representing 11 institutions from across the Appalachian region and beyond.
The event was structured around four key tracks:
Pedagogy and Teaching Excellence: Showcasing innovative teaching methods, instructional technologies, …
Social Determinants Of Low Educational Attainment, Isabelle Graham, Kevin Lieng, Aubriana Weisbach
Social Determinants Of Low Educational Attainment, Isabelle Graham, Kevin Lieng, Aubriana Weisbach
Undergraduate Economics Working Paper Series
This paper examines how socioeconomic and demographic factors influence low educational attainment across U.S. cities. The analysis estimates both a linear regression model and a semi-log model to evaluate how poverty, unemployment, family structure, age composition, overcrowding, racial and ethnic minority share, broadband access, and housing cost burden affect the percentage of adults without a high school diploma. The results show that poverty, overcrowding, and minority share are the strongest predictors of low educational attainment, each exhibiting positive and highly significant effects. Overall, the findings highlight the role of social factors in shaping educational outcomes in high school.
Predictors Of Leadership Self-Efficacy: Racial Identity-Related Ideological Values, Racism-Related Stress, And Resilience Among Asian American Educators In K-12 Schools, Chong Lor
Doctoral Dissertations
The purpose of this study was to explore the underrepresentation of Asian American educators in K-12 leadership and the limited leadership pipeline available to them. Specifically, this study examined the extent of the relationships between Asian American racial identity-related ideological values (AARIIV), Asian American racism-related stress (AARRS), resilience, and leadership self-efficacy (LSE) among Asian American educators in K-12 schools.
This study was grounded in three theoretical perspectives—AsianCrit, the Racial Triangulation of Asian Americans, and Social Cognitive Theory—that provided the theoretical rationale for examining the racialization of Asian Americans in relation to leadership. This theoretical foundation guided the development of the …
Effects Of An International Teaching Experience On Pre-Service Teacher Self-Efficacy, Janet George, Jared Johnston
Effects Of An International Teaching Experience On Pre-Service Teacher Self-Efficacy, Janet George, Jared Johnston
International Christian Community of Teacher Educators Journal
This study investigated the effect of faculty mentoring on the self-efficacy beliefs of pre-service teacher (PST) candidates. Between 2023 and 2024, eight PSTs took part in a two-week international teaching experience. The overall experience was built on Bandura’s sources of self-efficacy (1997). For the study, we used Tschannen-Moran and Woolfolk-Hoy’s Teacher Sense of Self-Efficacy Scale (1998) to measure the PSTs’ sense of self-efficacy before and after the experience. We utilized a convergent mixed-methods research design to gain a comprehensive understanding of the effect of faculty mentoring upon the PSTs’ sense of self-efficacy. The results of our study showed that faculty …
Perceptions Of Novice Career And Technical Education Teachers Regarding Teacher Evaluations, Felix Quayson, Chris Zirkle
Perceptions Of Novice Career And Technical Education Teachers Regarding Teacher Evaluations, Felix Quayson, Chris Zirkle
Journal of Research in Technical Careers
As states expand funding for alternative teacher-licensure pathways, this qualitative descriptive case study examined how 38 novice Career and Technical Education (CTE) teachers in a Midwestern research university’s alternative licensure program perceived teacher evaluation during their first years in the profession. Analyses yielded ten major themes with three subthemes each, which were synthesized into the DEEPS conceptual evaluation framework: Development, Evaluation, Engagement, Partnerships, and Skills. We arranged the acronym DEEPS based on data analysis for conceptual coherence rather than order of occurrence. Participants described evaluation as misaligned with the specialized demands of CTE instruction and called for tools that better …
Interest Requires Knowledge: Initial Development Of A Measure Of Career Knowledge, Sarah Ferguson, Marjorie Blicharz, Kara Ieva, Christopher J. Winkler, Theresa Cann
Interest Requires Knowledge: Initial Development Of A Measure Of Career Knowledge, Sarah Ferguson, Marjorie Blicharz, Kara Ieva, Christopher J. Winkler, Theresa Cann
Journal of Research in Technical Careers
This paper details a measurement development study conducted in multiple phases to establish the reliability and validity of scores from a measure of career knowledge that can be specified to career fields. The initial development study focused on surveying and mapping careers in the engineering technician cluster, in alignment with a larger intervention study on career exploration of STEM technician and technologist careers. A short seven-item measure of perceived career knowledge was developed and piloted to address the need for empirical data on students' career knowledge, an outcome of interest to practitioners and researchers in career development. Exploratory and confirmatory …
Evaluating The Efficacy Of The Nazarene Course Of Study For Developing Lay Leaders In Virginia District Hispanic Ministries: A Competency-Based Assessment, Jeffrey A. Hernandez
Evaluating The Efficacy Of The Nazarene Course Of Study For Developing Lay Leaders In Virginia District Hispanic Ministries: A Competency-Based Assessment, Jeffrey A. Hernandez
Doctoral Dissertations and Projects
Hispanic ministries within the Virginia District of the Church of the Nazarene continue to experience sustained membership growth; however, leadership development has not expanded proportionally, creating emerging capacity gaps. Many Hispanic pastors serve bi-vocationally, limiting capacity to meet increasing congregational demands, and lay leaders are leveraged to meet those needs. Using an assessment tool designed to measure lay leadership competencies, this research project evaluates the effectiveness of a Nazarene Course of Study to function as a leadership development framework for laity within Hispanic church contexts. The study examines the implementation of a pastoral-level ministerial education program among Hispanic laypersons and …
Building Capacity And Inspiring Change: The Impact Of Louisiana’S Ucedd Across The Lifespan, Alicia Kowitz, Constance Alphonse, Phil Wilson, Maria Blanco
Building Capacity And Inspiring Change: The Impact Of Louisiana’S Ucedd Across The Lifespan, Alicia Kowitz, Constance Alphonse, Phil Wilson, Maria Blanco
Developmental Disabilities Network Journal
The Louisiana State University Health Sciences Center Human Development Center (HDC), as the state’s University Center for Excellence in Developmental Disabilities (UCEDD), serves as a catalyst for inclusive systems change through interdisciplinary training, community engagement, and evidence-based service delivery. This manuscript highlights the breadth and impact of HDC’s initiatives across early childhood, education, transition, and community inclusion. Through programs such as Inclusive Practices in Early Childhood, PAYCheck, and LEND, HDC builds capacity among professionals, empowers individuals with disabilities and their families, and strengthens systems to be more responsive and equitable. The stories and outcomes shared illustrate how intentional, collaborative efforts …
Pa 146: What Is Clear, What Is Fuzzy, And What Should We Do Next?, Jenelle Williams, Nicole Peterson
Pa 146: What Is Clear, What Is Fuzzy, And What Should We Do Next?, Jenelle Williams, Nicole Peterson
Michigan Reading Journal
Michigan’s Public Act 146 (PA 146), the state’s K–12 Literacy and Dyslexia Law, establishes new requirements for screening, evidence-based instruction, structured literacy practices, professional learning, and strengthened multi-tiered systems of support to improve reading outcomes. While the law provides detailed and prescriptive guidance for elementary schools—particularly regarding decoding-focused instruction aligned to the science of reading, universal screening, and intervention planning—its implications for grades 4–12 are less clearly defined. This article examines what is explicit in the legislation, what remains open to interpretation in secondary contexts, and how districts can move forward strategically as they prepare for full implementation by 2027–2028. …
Assessing Media Literacy Competence In Secondary Education: Towards A Rubric Based On A Systematic Review, Steijn Jan Van Der Craats, Jason Simon, Romy Andrieu, Bo Sichterman, Stan Van Ginkel
Assessing Media Literacy Competence In Secondary Education: Towards A Rubric Based On A Systematic Review, Steijn Jan Van Der Craats, Jason Simon, Romy Andrieu, Bo Sichterman, Stan Van Ginkel
Journal of Media Literacy Education Pre-Prints
Developing media literacy competence is an essential objective in secondary education. However, a validated instrument aimed to encourage the development of media literacy amongst students formatively is lacking hitherto. This review aims to identify relevant studies on media literacy competence or components thereof and their assessment strategies. Further, this study synthesizes these findings into a set of principles for constructing a formative assessment instrument fostering media literacy competence. Seventeen publications from the last 15 years were selected through a systematic search in scientific databases. All studies were categorized concerning crucial characteristics of assessment instruments. Furthermore, the synthesis of this study …
Success By Design? A Combined Outcome And Process Program Evaluation Of California’S Early And Middle College High Schools, Brooke N. Martin-Gill
Success By Design? A Combined Outcome And Process Program Evaluation Of California’S Early And Middle College High Schools, Brooke N. Martin-Gill
Education Dissertations
Early and Middle College High Schools (EMCHS) expand college access for
underrepresented students by integrating high school and college coursework within
community college settings. Despite strong reported outcomes, some EMCHS face
substantial student attrition. Limited research examines how EMCHS organizational
structures influence student persistence. This mixed methods outcome and process
evaluation seeks to address this research gap. Quantitative analysis (paired samples-t-
tests) examined statewide enrollment data (2017-2025) to determine whether significant
differences exist between Year 1 and Year 4 cohort enrollment. Qualitative analysis was
conducted through a deductive discourse analysis of Western Association of Schools and
Colleges (WASC) Self-Study reports …
Examining The Glat As A Measure Of Ai Literacy, Hunter R. Castleton
Examining The Glat As A Measure Of Ai Literacy, Hunter R. Castleton
Masters Theses, 2020-current
The current study examined the Generative AI Literacy Assessment Test (GLAT) as a promising test of AI literacy due to its content, which is grounded in relevant AI literacy theory, and its design as a cognitive measure of AI literacy. To examine the GLAT, data were collected from a sample of 543 graduating seniors at James Madison University (JMU) who took the GLAT as part of a longer series of tests. Their responses were first analyzed to assess the test’s item characteristics and internal structure. Following this initial analysis, a final item set was established to ensure that low-quality items …
The Effects Of Behavior Skills Training To Teach A Clinician To Implement A Structured Work System, Megan E. Bowling
The Effects Of Behavior Skills Training To Teach A Clinician To Implement A Structured Work System, Megan E. Bowling
Masters Theses, 2020-current
Many children with autism spectrum disorder present with deficits in completing daily living tasks, which may be due to the sequencing of information required to complete these skills. Structured work systems present a support for children to visually organize and sequence events, though they are most used in the classroom setting. The study tested the effectiveness of behavior skills training to teach a behavior support clinician to implement a structured work system via least-to-most prompting. Data was collected on the clinician’s percent of accurate implementation, which was then analyzed across three daily living behaviors in a multiple probe design. Results …
Analysis Of The Relationships Between Students' Memory Ability And Cognitive Ability On Chemical Nomenclature, Yenni Kurniawati, Elsa Tria Monica, Nurul Aulya Nisya, Alfi Novriandri
Analysis Of The Relationships Between Students' Memory Ability And Cognitive Ability On Chemical Nomenclature, Yenni Kurniawati, Elsa Tria Monica, Nurul Aulya Nisya, Alfi Novriandri
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan
Memory ability was needed thing that important to research in relationships and teachers’ effort in increasing learning quality. The research aimed at knowing the correlation between students’ memory ability and cognitive ability at Islamic Senior High School of Al-Ihsan Boarding School Kubang Raya, Kampar. It was used mixed method design. Technique of colecting the data was used Quantitave method through memory test ability and cognitive ability test. Questionnaire, observation and documentation technique was used for collecting the data in quality. Subject of the research was students of Islamic Senior High School of Al-Ihsan Boarding School Kubang Raya, Kampar. Object …
Development And Preliminary Effectiveness Of Sel-Based Puzzle Media For Improving Emotional Regulation In Second-Grade Elementary Students, Kun Widya Nurfiani, Diana Septi Purnama
Development And Preliminary Effectiveness Of Sel-Based Puzzle Media For Improving Emotional Regulation In Second-Grade Elementary Students, Kun Widya Nurfiani, Diana Septi Purnama
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan
This study developed and evaluated the feasibility, practicality, and preliminary effectiveness of the Social Emotional Learning (SEL)-based Puzzle Expression Emotion media to improve emotional regulation among second-grade elementary school students. The study used a Research and Development design following the ADDIE model. Feasibility was assessed by subject-matter and media experts, practicality by classroom teachers, and preliminary effectiveness through a one-group pretest-posttest field trial involving 51 students from two public elementary schools in Surakarta. Data were collected through interviews, observations, validation sheets, practicality questionnaires, and an emotional regulation instrument. Quantitative data were analyzed descriptively, followed by a paired-sample t-test and N-gain …
Tracing Washback In Language Education: Theoretical Foundations And Policy Implications For Assessment Research-Practice Partnerships, Chia-Hsin Yin
Tracing Washback In Language Education: Theoretical Foundations And Policy Implications For Assessment Research-Practice Partnerships, Chia-Hsin Yin
Mid-Western Educational Researcher
Washback—the influence of testing on teaching and learning—has become a central concern in language education, with important implications for assessment design, classroom practice, and educational policy. This paper synthesizes foundational theories and empirical studies on washback, drawing on models by Alderson and Wall (1993), Bailey (1996), Green (2007), and others to examine how test effects operate across micro-level classroom practices and macro-level policy contexts. At the micro level, research on self-assessment, portfolio-based assessment, digital tools, and stakeholder perspectives illustrates how test formats, teacher agency, and learner interpretations shape instructional behavior and learning experiences. At the macro level, national policies, language …
We Need To Do Better: Exploring Educators’ Perspectives Of Transformative Trauma-Informed Social-Emotional Learning, Heather Stay
We Need To Do Better: Exploring Educators’ Perspectives Of Transformative Trauma-Informed Social-Emotional Learning, Heather Stay
Education Doctorate Dissertations
This qualitative, descriptive case study examined educators’ understandings, enactment, and professional learning related to transformative, trauma-informed social-emotional learning (SEL) practices in a center-based emotional support school setting. Data were collected through semi-structured educator interviews and classroom observations to capture a holistic view of pedagogical practices. Guided by the theoretical frameworks of Dis/Crit, Transformative Learning Theory, and Foucault’s Theory of Power, the findings illuminate how educators leverage trauma-informed SEL strategies to support students affected by trauma as they navigate structural and systemic constraints within a normative educational system. Results highlight both effective cultural-sustaining and trauma-responsive practices already in place, as well …
Student-College Match And Retention For Students With Disabilities, Robert Cohen
Student-College Match And Retention For Students With Disabilities, Robert Cohen
Seton Hall University Dissertations and Theses (ETDs)
Abstract
Outcomes of the student-college matching process have been shown to influence important postsecondary outcomes, including persistence, retention, and degree attainment. However, limited research has examined how matching outcomes operate for students with disabilities. This dissertation investigates student-college matching patterns for students with disabilities and compares the results with matching quality for students without disabilities. This study also examines the relationship between matching outcomes (undermatch, equal match, and overmatch) and first-year retention. Particular attention is focused on the nature of these relationships and any differences by disability status. Data is used from the Beginning Postsecondary Students (BPS:12-17), and filtered to …
From Anxiety To Resilience: A Case Study Of Female-Identifying Middle School Students At A Math Summer Camp, Elizabeth Teixeira
From Anxiety To Resilience: A Case Study Of Female-Identifying Middle School Students At A Math Summer Camp, Elizabeth Teixeira
Educational Studies Dissertations
Mathematics anxiety, defined as a fear that hampers engagement in mathematical tasks (Richardson & Suinn, 1972), affects nearly 50% of students (Johnston-Wilder et al., 2014) and has a disproportionate impact on female students (Devine et al., 2018; Stoet et al., 2016). Math anxiety is often treated in the research literature as a relatively stable trait. This perspective may not fully capture how anxiety manifests in specific moments of mathematical engagement or account for the role of environmental conditions that can both precipitate and mitigate anxious responses. In response to these gaps, this study investigates how mathematics anxiety manifests in …
Exceptionally Flawed: A Look Towards Addressing Inequalities Of Identification In Gifted Education, Madyson A. Mcray
Exceptionally Flawed: A Look Towards Addressing Inequalities Of Identification In Gifted Education, Madyson A. Mcray
Senior Honors Projects, 2020-current
Gifted education has been a part of our education system for over a century, and yet there continue to be ways we can work to improve the system to benefit all students. One way education professionals can achieve this is by implementing identification systems that cater to students of all races, ethnicities, genders, and abilities. This study aims to highlight and suggest solutions school districts across the nation, as well as the Commonwealth of Virginia, can implement to make the gifted identification process more inclusive to all students. A comprehensive literature review of national and state data regarding current demographics …
Solving The 2-Sigma Problem With Chatgpt: A Case Study On The Double-Entry Accounting System, Dieudonne A. Affognon
Solving The 2-Sigma Problem With Chatgpt: A Case Study On The Double-Entry Accounting System, Dieudonne A. Affognon
UNLV Theses, Dissertations, Professional Papers, and Capstones
This study examined whether structured ChatGPT tutoring could approximate the learning gains historically associated with one-on-one human tutoring. Grounded in cognitive load theory and informed by Bloom’s two-sigma benchmark, the investigation used double-entry accounting as a procedurally dense testbed requiring coordinated schema construction and rule-based reasoning. A randomized proof-of-concept design assigned thirty first-year accounting students to either human tutoring or ChatGPT tutoring across an eight-week instructional interval. Learning outcomes were assessed at pretest, posttest, and delayed retention. Repeated-measures analyses revealed substantial within-subject learning gains across both instructional modalities. Performance improved significantly from baseline to post-instruction assessment, indicating acquisition of procedural …
The Impact Of Free Vs. Fixed Factor Correlations On Parameter Recovery In Multidimensional Irt Models, Stephanie Leroy
The Impact Of Free Vs. Fixed Factor Correlations On Parameter Recovery In Multidimensional Irt Models, Stephanie Leroy
Dissertations, 2020-current
This dissertation investigated how cross-loading specification and factor-correlation treatment influence parameter recovery in multidimensional item response theory (MIRT) models. Two simulation studies extended Hosseinzadeh and Cole (2024) by examining whether freely estimating factor correlations improves recovery of item parameters, factor correlations, and latent traits. Study 1 used a compensatory multidimensional two-parameter logistic (M2PL) model with two correlated dimensions and 20 dichotomous items. Manipulated conditions included cross-loading specification (correctly specified vs. ignored), proportion of cross-loaded items, magnitude of cross-loadings, true factor correlation, and factor-correlation treatment during estimation (freely estimated vs. fixed to zero). Study 2 extended the design to a multidimensional …