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Full-Text Articles in Educational Assessment, Evaluation, and Research

Ensuring Rich Rigor Of Qualitative Methodologies In Behavior Analytic Research, Daria K. Lorio-Barsten, Selena J. Layden Jan 2026

Ensuring Rich Rigor Of Qualitative Methodologies In Behavior Analytic Research, Daria K. Lorio-Barsten, Selena J. Layden

Human Movement Studies & Special Education Faculty Publications

Quantitative methods remain the hallmark of research in applied behavior analysis. Yet, such methods frequently fail to capture the nuances of context where behavior analysis is practiced. Therefore, qualitative methods can provide complementary means to gain deeper insight into changes in socially significant behavior. We believe that researchers within the field of behavior analysis have much to gain from embracing qualitative methodologies. We propose that more researchers can and should consider conducting rigorous qualitative research to elevate the voices of the participants and relate the depth and complexities of their nuanced experiences. This article discusses Tracy’s “big tent” quality criteria …


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 …


How To Create Accessible Osce Exams For Learners With Disabilities, Lisa M. Meeks, Jordan Juliao, Emily Langham, Anne Lewis, Judith Brenner Jan 2026

How To Create Accessible Osce Exams For Learners With Disabilities, Lisa M. Meeks, Jordan Juliao, Emily Langham, Anne Lewis, Judith Brenner

University Administration Publications

[Introduction] Objective structured clinical examinations (OSCEs) are widely used across health professions education to assess learners' clinical skills through structured encounters with standardised patients [1]. OSCEs also present a known barrier to disability access for medical students with disabilities [2-6], a rapidly growing population. Using trained actors, also known as standardised patients who portray the same clinical scenario for all learners, these examinations allow for assessment of medical knowledge, clinical reasoning, communication skills and elements of the physical examination in a controlled and standardised setting [1]. They may be used for formative feedback, summative assessment or progression decisions, and they …


Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu Jan 2026

Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu

Journal of International Technology and Information Management

This study examines how early impressions of science, technology, engineering, and mathematics (STEM) shape business students’ learning behaviors and, ultimately, their readiness for organizational digitalization. Focusing on gender differences, subgroup identities, and perceived obstacles, the analysis uses survey data processed through correlation matrices, regression models, and subgroup heatmaps to trace the relationship between initial attitudes toward STEM and subsequent engagement patterns. The findings reveal consistent links between positive early impressions and active participation in structured STEM activities, along with gender-based distinctions in action preferences. Subgroup analyses further uncover nuanced patterns where stereotypes or perceived barriers correspond with reduced engagement. Collectively, …


The Impact Of Student Achievement On Economic Growth: A Pisa-Based Analysis Of Gdp Per Capita, Emma Rose Nasr Jan 2026

The Impact Of Student Achievement On Economic Growth: A Pisa-Based Analysis Of Gdp Per Capita, Emma Rose Nasr

Undergraduate Theses and Capstone Projects

This study investigates the extent to which international student achievement, measured through PISA assessments in mathematics, reading, and science, explains cross-country differences in economic development. Using an unbalanced panel data set combining PISA results from 2015, 2018, and 2022 with macroeconomic indicators from the World Development Indicators, I estimate multiple regression models, including pooled OLS, country and time fixed effects, and subsample analyses for developed and developing countries. Results from the pooled model indicate strong positive associations between PISA scores and GDP per capita, consistent with human capital theory. However, these relationships diminish under fixed effects specifications, suggesting that cross-country …


Negotiating Quality: A Critical Discourse Analysis Of American Higher Education Policy, John A. Foisy Jan 2026

Negotiating Quality: A Critical Discourse Analysis Of American Higher Education Policy, John A. Foisy

Electronic Theses & Dissertations (2024 - present)

This qualitative study examined how institutional quality is constructed, communicated, and negotiated through the accreditation process in U.S. higher education. Drawing on a multiple case study design, the research analyzed accreditation-related documents from eight institutions undergoing reaffirmation, including self-study reports, peer review team reports, Commission action letters, and institutional responses. The study was guided by three research questions: (a) What institutional signals of quality are evidenced in self-studies? (b) In what ways does the accreditation process represent a negotiation between accreditors and institutions? (c) What implied views of institutional quality emerge from accreditation discourse?

The study employed a multilayered analytical …


The Psychometric Evaluation Of An Instructional Student Survey: A Measure Of Social Cognitive Learning In Educational Classrooms, Brielle A. Baker Jan 2026

The Psychometric Evaluation Of An Instructional Student Survey: A Measure Of Social Cognitive Learning In Educational Classrooms, Brielle A. Baker

Industrial-Organizational Psychology Dissertations

This study examined the psychometric evaluation of the 4 Habits Student Survey (4HSS), a student-perception instrument designed to measure four constructs central to The BERC Group’s Four Habits of Powerful Teaching and Learning framework: emotional regulation, selective attention, elaborative rehearsal, and symbolic reasoning. Grounded in social cognitive theory and supported by constructivist learning theory, the study set out to evaluate the internal structure, reliability, and validity of the 4HSS using archival data from Grades 6–8 students in Hawai‘i public schools. Confirmatory factor analysis (CFA) was conducted to test the hypothesized four-factor model. None of the tested CFA models met the …


Examining Challenges For Sociology Master’S Degree Students At California State University, David Ortuno Jan 2026

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 …


Teaching Effectiveness On Secondary Mathematics: Evidence From Pisa—Shanghai-China, Ting Shen Jan 2026

Teaching Effectiveness On Secondary Mathematics: Evidence From Pisa—Shanghai-China, Ting Shen

Psychological Science Faculty Research & Creative Works

Educational researchers and policymakers around the world have a strong interest in understanding the underlying reasons for the remarkable academic achievement of Chinese students in the Programme for International Student Assessment (PISA). Although teachers have a significant impact on student achievement, empirical evidence on teaching effectiveness in the Chinese education system has been scarce. This study uses the PISA 2012 Shanghai-China data and employs both multilevel models and quantile regression models to investigate effective teaching factors and their differential effects for students at different mathematics achievement levels. The results reveal the importance of cognitive activation and disciplinary climate as consistent, …


Preserving Progress: Why The Dd Network Matters Now More Than Ever, Matt Wappett Jan 2026

Preserving Progress: Why The Dd Network Matters Now More Than Ever, Matt Wappett

Developmental Disabilities Network Journal

No abstract provided.


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 …


Robust Linking Estimation In Item Response Theory Using Quantile Regression: Applications To The Graded Response And Generalized Partial Credit Models, Ibrahim Almansour Jan 2026

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 …


Children's Peer Selection In Stem: The Influence Of Gender, Ethnicity, And Disability, Meagan Girard, Kim P. Roberts Jan 2026

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 …


The (Non) Numeric Truths Behind College And Career Aspirations: A Quantcrit Analysis Of The Precarious Pathways For Secondary Students Of Color, Norma A. Marrun, Danielle Mireles, Jori S. Beck, Christine Clark Jan 2026

The (Non) Numeric Truths Behind College And Career Aspirations: A Quantcrit Analysis Of The Precarious Pathways For Secondary Students Of Color, Norma A. Marrun, Danielle Mireles, Jori S. Beck, Christine Clark

Teaching & Learning Faculty Publications

This article explored the college and career choices of 963 students across six urban secondary schools in a large public school district in the Southwestern United States. A Quantitative Critical Race Theory, or QuantCrit, analysis was applied to expose the false narrative of number neutrality and the systemic racism that belies it. Findings demonstrate how the myth of meritocracy through education (as ‘the great equalizer’) is perpetuated when educators hold onto racist and ableist beliefs about who can pursue college, and ignore the structural disadvantages underlying the college and career aspirations of students of Color juxtaposed with the reality of …


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 …


Choices, Challenges, And Considerations: Exploring College Application Experiences Of De La Salle University Manila Senior High School Students To The Big Four Universities, Samantha Elise F. Bago, Argie Joseph F. Geronimo, Zenaida Victoria Alejandra M. Ilao, Kimberly Cassandra G. Jose, April Rose C. Gonzales Dec 2025

Choices, Challenges, And Considerations: Exploring College Application Experiences Of De La Salle University Manila Senior High School Students To The Big Four Universities, Samantha Elise F. Bago, Argie Joseph F. Geronimo, Zenaida Victoria Alejandra M. Ilao, Kimberly Cassandra G. Jose, April Rose C. Gonzales

Sinaya: A Philippine Journal for Senior High School Teachers and Students

Most Filipino students strive to secure successful applications to universities such as the University of the Philippines (UP), Ateneo de Manila University (ADMU), De La Salle University (DLSU), and the University of Santo Tomas (UST). Known as the Big Four Universities, they are recognized for their high rankings, strong academic programs, scholarship opportunities, campus resources, strategic locations, alumni networks, and overall prestige. However, applying to these institutions is not without challenges, especially as senior high school (SHS) students balance their academic demands with application requirements. These narratives are often overlooked, overshadowed by the success or failure of the applications. Thus, …


Syllabus Tone And Student Self-Efficacy, Natalia Calderon-Hernandez, Alan Avila Dec 2025

Syllabus Tone And Student Self-Efficacy, Natalia Calderon-Hernandez, Alan Avila

Student Scholar Symposium

Educational research has indicated that Syllabus documents have the potential to communicate equitable policies and clear the path for positive educational experiences (Artze-Vega et al., 2023). Changes to syllabus language, such as warm tones, increase the likelihood that students will ask the professor for help (Gurung & Galardi, 2022). Our proposal is to compare the use of language targeted toward these learner-centered principles within a syllabus document, as compared to traditional cold “content-focused” language, to assess outcomes of perceived student self-efficacy. After viewing two syllabi documents, participants complete portions of The Academic Self-Efficacy Scale (Chen, Hsiao, Chern & Chen, 2014) …


Preparing Students For College And Careers: Recommendations For Scaling College And Career Pathways In Southwestern Illinois, Laura Monteagudo Dec 2025

Preparing Students For College And Careers: Recommendations For Scaling College And Career Pathways In Southwestern Illinois, Laura Monteagudo

Reports, Analyses, and other Publications

Education Systems Center (EdSystems) at Northern Illinois University provided strategic counsel and support to Southwestern Illinois College (SWIC) for a 12-month period to develop comprehensive college and career pathways. Our support included the development of a unified, regionwide college and career pathway system aligned with Illinois’ College and Career Pathway Endorsement framework, Perkins V, and the State of Illinois Model Programs of Study Guides.

Instead of each district building pathways independently, this regional approach brings together high schools, community college faculty, and local employers to create shared structures that reflect real workforce needs and rural access challenges.

In this report, …


Taking Back The Trades: Southwestern Illinois Work-Based Learning Inventory Report, Alexia Santiago Dec 2025

Taking Back The Trades: Southwestern Illinois Work-Based Learning Inventory Report, Alexia Santiago

Reports, Analyses, and other Publications

In 2025, Education Systems Center at Northern Illinois University (EdSystems) partnered with Southwestern Illinois College (SWIC), regional school districts, and industry partners to build a strong and comprehensive system of work-based learning opportunities for K-12 students that is aligned with Illinois statutes and frameworks. In this report, EdSystems identifies the existing regional events and activities that promote high-quality work-based learning for college and career pathways in the health sciences and manufacturing sectors.


From Incomplete To Impactful—Finalizing Unfinished Nursing Projects In Nart And Polypharmacy For Lasting Improvement, Paula Thanh Nhat Pham, Armine Lianna Chamichyan, Anastasia Yerofeyeva, Stelene Alexis Tragus Dec 2025

From Incomplete To Impactful—Finalizing Unfinished Nursing Projects In Nart And Polypharmacy For Lasting Improvement, Paula Thanh Nhat Pham, Armine Lianna Chamichyan, Anastasia Yerofeyeva, Stelene Alexis Tragus

Master's Projects and Capstones

This quality improvement project addressed the problem of incomplete or unsustained clinical initiatives at a long-term care facility by introducing Kotter’s Change Model, an evidence-based framework designed to support and sustain lasting improvements in clinical practice. Within the context of a religious-based residential community for older adults with complex chronic needs, the objective was to strengthen the facility’s capacity to implement and sustain change more effectively. By using two previously unfinished initiatives, the NaRT triage tool and Polypharmacy management process, the project applied Kotter’s model to evaluate how structured change strategies can improve staff engagement, leadership alignment, and long-term project …


Elephant In The Classroom: How Ethical Ai Can Improve Student Success, Ibrahim Kocaman, Daniel A. Cutrer Dec 2025

Elephant In The Classroom: How Ethical Ai Can Improve Student Success, Ibrahim Kocaman, Daniel A. Cutrer

Publications

The integration of artificial intelligence (AI) into teaching and learning in higher education without compromising academic integrity is a pressing issue. To make the benefits of generative AI (GenAI) available to students while upholding principles of ethics and academic honesty, the authors implemented an ethical use of AI policy in their Introduction to Research Methods at Embry-Riddle University. The authors hypothesized and found that allowing ethical utilization of AI would lead to higher student engagement and academic success. These findings offer valuable insights for higher education programs and educators, particularly in security studies.


Social Development Dynamics Of Students In Inclusive Education In Indonesia, Nur Hidayat Nh Dec 2025

Social Development Dynamics Of Students In Inclusive Education In Indonesia, Nur Hidayat Nh

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This narrative review analyses the social development of students with special needs in Indonesian inclusive schools by synthesising five high-quality empirical studies (indexed SINTA 1–3) published between 2018 and 2023. Addressing three research questions, the synthesis reveals heterogeneous and generally limited social development trajectories shaped primarily by ecological interactions rather than inherent disability characteristics. Key barriers include symbolic inclusion, inadequate teacher training in multimodal strategies, low peer acceptance, and systemic resource deficits, whereas facilitators encompass contextualised multimodal communication, active family involvement, and supportive institutional leadership. Effective interventions depend on coordinated teacher–parent–peer triangulation, leveraging local sign language, structured peer-mediated activities, and …


Leadership Development Programs For Elected Officials: Measuring The Impact Of Extension On County Leadership Capacity, Nathan Palardy, Matthew Sowcik Dec 2025

Leadership Development Programs For Elected Officials: Measuring The Impact Of Extension On County Leadership Capacity, Nathan Palardy, Matthew Sowcik

Journal of Human Sciences and Extension

Although Extension-led leadership development programs for elected officials are widespread, few evaluations assess their effectiveness. This study uses 2 years of survey data to quantitatively and qualitatively evaluate several programs for Florida county commissioners, focusing on reaction, knowledge transfer, and behavior change. Results indicate high satisfaction with the program content and quality and substantial improvement in leadership competencies. Commissioners reported frequent application of the skills taught and cited networking opportunities as a key benefit. Findings suggest that Extension-led programs can strengthen local governments by enhancing the leadership capabilities of elected officials and offering insights to guide the design of similar …


Evaluating The Effectiveness Of Relationship Education For Latino Adolescents, Joshua J. Turner, Esra Şahin, Kay Bradford, Brian J. Higginbotham Dec 2025

Evaluating The Effectiveness Of Relationship Education For Latino Adolescents, Joshua J. Turner, Esra Şahin, Kay Bradford, Brian J. Higginbotham

Journal of Human Sciences and Extension

Adolescent romantic relationships are often characterized as exploratory and fleeting; however, they have lasting impacts on individual well-being and relationship quality during and beyond adolescence, shaping future relationship expectations and quality (Collins, 2003; Madsen & Collins, 2011). Adolescent relationship education is an important programmatic feature under the broader umbrella of family life education (Simpson et al., 2018). Previous evaluative studies document positive outcomes in educating adolescents on how to build and recognize healthy relationships (Bradford et al., 2023; Kerpelman et al., 2010); however, research remains limited in addressing potential benefits for adolescents from historically underrepresented groups. This study addresses this …


Digital Solutions For Bridging Language Barriers: Designing And Testing An App For Construction Spanish Safety Communication On Construction Jobsites, Adrian Cappella Dec 2025

Digital Solutions For Bridging Language Barriers: Designing And Testing An App For Construction Spanish Safety Communication On Construction Jobsites, Adrian Cappella

All Theses

Language barriers between English-speaking supervisors and Spanish-speaking workers create safety risks on U.S. construction jobsites. Hispanic workers face higher injury and fatality rates, with miscommunication being a major contributing factor. Existing translation tools lack the accuracy, cultural context, and jobsite relevance needed for effective safety communication.

In this study a mobile application with construction-specific safety phrases in English and Spanish was designed and field tested. The research included a literature review, phrase collection and validation with industry experts, application development and design with a computer science collaborator, and usability testing with supervisors and workers. Surveys and field trials measured navigation, …


Finding Solutions: Meeting Essential Needs To Overcome Health And Educational Inequities Among College Students, Nicholas Freudenberg, Rashida Crutchfield Nov 2025

Finding Solutions: Meeting Essential Needs To Overcome Health And Educational Inequities Among College Students, Nicholas Freudenberg, Rashida Crutchfield

Publications and Research

Many economic, academic, and social factors influence college completion, and scholars have documented that a significant cause of students leaving school before graduation is that many do not have their basic needs for food, housing, and health care met. These barriers undermine their academic success by forcing students to reduce the time spent on their studies, work more hours, or stop out of school to support themselves or their families. Unmet essential needs jeopardize academic and life success for students in higher education across the United States and widen racial/ethnic and class inequities in college completion and health. Our review …


Geographic Patterns Of Educational Achievement: A Methodological Case Study Of Regression Modeling Approaches, Leokadia Lipien Nov 2025

Geographic Patterns Of Educational Achievement: A Methodological Case Study Of Regression Modeling Approaches, Leokadia Lipien

USF Tampa Graduate Theses and Dissertations

This methodological case study introduces a novel approach to investigate the impact of student, teacher, and geographic factors on the academic achievement of virtual school students in Florida. Traditional linear regression models, and even multilevel models, often overlook spatial dependencies, which can lead to biased estimates and incomplete inferences. This research addresses this limitation by comparing a cross-classified multilevel model (CCMM) with a novel cross-classified spatial model (CCSM) that incorporates coefficients from geographically weighted regression (GWR). Utilizing secondary data from a statewide virtual school, including student demographics, teacher characteristics, and standardized test scores, along with U.S. Census Bureau data, the …


Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray Nov 2025

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …


Measuring Student Growth To Support Organizational Learning Using The Academic Progress Indicator (Api): An Evaluation Of Chicago Public Schools’ New Student Progress Metric, Benjamin Boer Nov 2025

Measuring Student Growth To Support Organizational Learning Using The Academic Progress Indicator (Api): An Evaluation Of Chicago Public Schools’ New Student Progress Metric, Benjamin Boer

Reports, Analyses, and other Publications

A report on early implementation of the Academic Progress Indicator (API), a student progress measure developed by Chicago Public Schools (CPS) as part of its new Continuous Improvement and Data Transparency (CIDT) system. The API represents a significant step forward in how schools and communities can use data to understand and support student learning.


Relationship Of Professional Military Education And Generative Artificial Intelligence With Mission Analysis, Pinky A. De Garcia Nov 2025

Relationship Of Professional Military Education And Generative Artificial Intelligence With Mission Analysis, Pinky A. De Garcia

Ateneo School of Government Publications

The increasing integration of Generative Artificial Intelligence (GenAI) into military education presents opportunities for supporting instructional processes and military decision-making competencies. Previous studies have examined the applications, benefits, and challenges of artificial intelligence in military education and decision-making. However, further investigation is needed to understand how GenAI usage relates to specific competencies developed through Professional Military Education (PME), particularly mission analysis. This study examined the relationship of PME and the frequency of GenAI usage with perceived mission analysis accuracy among 200 purposively selected military personnel. A quantitative, non-experimental approach was employed using descriptive statistics, correlational analysis, and hierarchical regression. The …