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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 …


Montessori And Liberatory Consciousness: An Exploration Of White Montessorians' Development As Anti-Bias, Antiracist Practitioners, Angela Rose Molfese Jan 2026

Montessori And Liberatory Consciousness: An Exploration Of White Montessorians' Development As Anti-Bias, Antiracist Practitioners, Angela Rose Molfese

Doctor of Education

This dissertation examines the experiences of White Montessori elementary and adolescent practitioners as they engage in understanding and enacting their teaching practice from the conceptual framework of a liberatory consciousness, as developed by Dr. Barbara J. Love and presented in the American Montessori Society’s Anti-Bias Antiracist certificate course. Liberatory consciousness is a mindset that enables individuals to exist within oppressive systems and institutions with awareness and intention, rather than how one has been socialized into society. It asks all people to reflect on how they participate in maintaining unequal systems and then to act to dismantle those systems, regardless of …


Sjsu Erfa News, Winter 2026, San Jose State University, Emeritus And Retired Faculty Association Jan 2026

Sjsu Erfa News, Winter 2026, San Jose State University, Emeritus And Retired Faculty Association

Emeritus and Retired Faculty Association (ERFA) Newsletter

Volume 39, No 2


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

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

Educational Leadership & Policy Studies Dissertations - Archive

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


Hostos Community College Academic Bulletin 2025-2026, Hostos Community College Jan 2026

Hostos Community College Academic Bulletin 2025-2026, Hostos Community College

College Bulletins

This is the official college catalog for 2025-2026. It contains course descriptions as well as information on degree programs, college resources and services, financial aid, admissions, and the academic calendar.


How Gender Differences Influence The Presentation, Diagnosis, And Lived Experience Of Females With Autism Spectrum Disorder, Casey A. Vanyo Jan 2026

How Gender Differences Influence The Presentation, Diagnosis, And Lived Experience Of Females With Autism Spectrum Disorder, Casey A. Vanyo

All Electronic Theses and Dissertations

Autism spectrum disorder (ASD) is a neurodevelopmental condition with a highly variable presentation influenced by gender. Historically, autism research has focused primarily on males, contributing to the under recognition and misdiagnosis of girls, women, and gender-diverse individuals. Women engage in camouflaging behaviors to align with social expectations, which can mask autistic traits and contribute to higher levels of anxiety, depression, and emotional exhaustion. This thesis examines how gender shapes the presentation, diagnosis, and lived experiences of autistic females. It explores differences in diagnostic practices, mental health outcomes, and access to support. Findings suggest that current frameworks often fail to capture …


Cohabitation And Child Educational Outcomes: An Examination Of Family Stability And Transition In Australia, Shana Pribesh, Emily E. Pulsipher, Mikaela J. Dufur, Jonathan A. Jarvis, Ashley Weisman, Yuanyuan Yue Jan 2026

Cohabitation And Child Educational Outcomes: An Examination Of Family Stability And Transition In Australia, Shana Pribesh, Emily E. Pulsipher, Mikaela J. Dufur, Jonathan A. Jarvis, Ashley Weisman, Yuanyuan Yue

STEMPS Faculty Publications

Cohabitation has become an increasingly common context for childrearing, yet children living with cohabiting parents often exhibit poorer academic outcomes than peers with married parents. This study examines whether these disparities stem from cohabitation itself, subsequent family transitions, or underlying mechanisms related to resources, stress, or selectivity. Using data from the Growing Up in Australia: Longitudinal Study of Australian Children (LSAC), we follow 920 children born to cohabiting parents and track family structure changes alongside teacher-rated literacy and mathematics performance from ages 6 to 11 years. Generalized estimating equation models show that, although children whose parents transitioned to single-parent or …


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 …


The Relationship Between Culturally Responsive Teaching (Crt) Training, Teachers’ Children’S Book Choices, And Perceptions Of Censorship In Kuwait, Norma Gina Lombardi Sciarra Jan 2026

The Relationship Between Culturally Responsive Teaching (Crt) Training, Teachers’ Children’S Book Choices, And Perceptions Of Censorship In Kuwait, Norma Gina Lombardi Sciarra

All Electronic Theses and Dissertations

Teachers who are culturally responsive use classroom materials that reflect their students' ethnicities, traditions, and values. Western teachers have access to diverse books and classroom tools. They have the agency to choose materials that support the curriculum. However, when Western educators work abroad, they must adapt their teaching methods and tools to local norms. Working abroad may require censoring or omitting information and content they believe in and support. As a result, teachers may feel dissonance or conflict when censoring. Censoring may impact their ability to teach comprehensively. Little research examines the relationship between culturally responsive teaching (CRT), perceptions of …


Unveiling The Shadows: An Exploratory Study On Ghostwriting, Gray Markets, And The Ethics Of Contract Cheating, Micah Crawford Jan 2026

Unveiling The Shadows: An Exploratory Study On Ghostwriting, Gray Markets, And The Ethics Of Contract Cheating, Micah Crawford

Theses and Dissertations--Educational Policy Studies and Evaluation

Contract cheating has become an increasingly complex challenge for higher education, particularly as digital platforms, global academic labor markets, and generative artificial intelligence reshape the production and detection of academic work. While much of the existing literature examines contract cheating from the perspectives of students, faculty, and institutions, less attention has been given to the individuals who produce ghostwritten academic work. This dissertation addresses that gap by exploring how shadow scholars understand their roles, ethical boundaries, and participation within the academic integrity ecosystem.

Using an exploratory qualitative design, this study draws on twelve semi-structured narrative interviews with six freelance academic …


Are Multiple-Choice And Open-Ended Assessments Consistent In Predicting Science Achievement? Multivariate Multilevel Evidence From Chinese Students And Schools, Quan Wu Jan 2026

Are Multiple-Choice And Open-Ended Assessments Consistent In Predicting Science Achievement? Multivariate Multilevel Evidence From Chinese Students And Schools, Quan Wu

Theses and Dissertations--Education Sciences

A multivariate multilevel model was developed and applied to secondary data from a large-scale science assessment of Grade 8 students in China to examine the consistency between multiple-choice and open-ended formats of assessment in predicting science achievement at the student and school levels. The sample included 44,534 students from 159 schools across two regions. Multivariate multilevel results indicated a moderately positive consistency between the two formats at the student level and a strongly positive consistency at the school level; these consistencies were stable across regions and did not depend on student and school characteristics. The findings have important practical implications …


The Art Of Giving Good Feedback: How Principals And Other Factors Build Or Break Teacher Efficacy Through Evaluations And Feedback In The Public Elementary School Setting, Kayla Davidson Jan 2026

The Art Of Giving Good Feedback: How Principals And Other Factors Build Or Break Teacher Efficacy Through Evaluations And Feedback In The Public Elementary School Setting, Kayla Davidson

Doctor of Education (EdD)

The aim of this study was to explore how public elementary school teachers experience and interpret principal feedback in relation to their sense of self-efficacy, including how their lived experiences align with Teacher Sense of Efficacy Scale (TSES) ratings. Understanding how feedback shapes teacher confidence may help school leaders design evaluation systems that better support professional growth and retention. In this study, feedback was most influential when it was grounded in direct observation, specific, and delivered within trusting professional relationships, while formal evaluation feedback was often perceived as compliance-oriented and less impactful on teacher confidence. Findings indicated that self-efficacy was …


An Impact Evaluation Study Of The Use Of A Structured Advisory Class To Operationalize Sel Curriculum: An Intervention To Improve School Connectedness, Lacey Rebecca Rotella Jan 2026

An Impact Evaluation Study Of The Use Of A Structured Advisory Class To Operationalize Sel Curriculum: An Intervention To Improve School Connectedness, Lacey Rebecca Rotella

Doctor of Education (EdD)

This sequential explanatory mixed-methods study examined the impact of a structured, twiceweekly advisory class designed to operationalize social-emotional learning (SEL) curriculum as an intervention to strengthen middle school students’ sense of school connectedness. Prompted by low California Healthy Kids Survey (CHKS) results and inconsistent curriculum implementation, the study—grounded in stage-environment fit theory, ecological systems theory, social cognitive theory, and self-determination theory—investigated whether this intervention influenced students’ reported sense of connectedness and how students themselves defined and experienced belonging within the school environment. Phase I analyzed CHKS School Connectedness data from 378 eighth-grade students and engagement indicators, including chronic absenteeism, average …


Annual Report Of Undergraduate Research Fellows From August 2025 To May 2026, Office Of Research And Sponsored Programs. Morehead State University. Jan 2026

Annual Report Of Undergraduate Research Fellows From August 2025 To May 2026, Office Of Research And Sponsored Programs. Morehead State University.

Office of Research and Sponsored Programs Reports and Publications

Annual Report of Undergraduate Research Fellows from August 2025 to May 2026.


Exploring High School Students’ Learning Interests And Information Sources On Viruses And Covid-19, Sahar Alameh, James W. Keck, Elizabeth Loh, Lin Xiang, Scott M. Berry, Anna G. Hoover, Abigail Knapp, Savannah Tucker Jan 2026

Exploring High School Students’ Learning Interests And Information Sources On Viruses And Covid-19, Sahar Alameh, James W. Keck, Elizabeth Loh, Lin Xiang, Scott M. Berry, Anna G. Hoover, Abigail Knapp, Savannah Tucker

Science, Technology, Engineering, and Mathematics (STEM) Education Faculty Publications

This study investigates high school students’ health-information seeking behaviors related to COVID-19 and viruses in a rural area of the south-central United States, and how these behaviors relate to students’ knowledge, perceptions, and learning interests. Survey data were collected from 83 students in Spring 2023, during the post-pandemic period, as part of a STEM and public health unit. Drawing on frameworks from Health Information-Seeking Behavior and student interest, the study examines students’ COVID-19 information sources, how these sources relate to their knowledge about viruses and their perceptions of COVID-19, and the specific topics about which they were most interested in …


A Mixed-Methods Case Study Exploring Peer Online Course Review And Equity Outcomes At A California Community College, Mark C. Malonzo Jan 2026

A Mixed-Methods Case Study Exploring Peer Online Course Review And Equity Outcomes At A California Community College, Mark C. Malonzo

Theses and Dissertations

This single-case mixed-methods study examined how faculty participation in the Peer Online Course Review (POCR) process influenced course design practices and equity-focused learning experiences in asynchronous online courses at Jay College. Institutional data indicated persistent equity gaps, with BIPOC students, particularly Black, American Indian, and Pacific Islander students, experiencing lower success and completion rates in online courses.

The quantitative strand analyzed pre- and post-POCR student success metrics using existing institutional data. The qualitative strand drew on structured faculty interviews to examine changes in instructional practices, accessibility, and equity-minded pedagogy following participation in POCR. Quantitative and qualitative data were analyzed separately …


Ecce Leadership Development: Supports, Barriers, And Identity Formation, Andrea Weidele Jan 2026

Ecce Leadership Development: Supports, Barriers, And Identity Formation, Andrea Weidele

Open Access Dissertations

Early childhood care and education (ECCE) leadership development is not given the attention it deserves. Despite the proven link between high-quality ECCE programs and positive societal outcomes, leadership development within the sector is significantly under-resourced. Because program quality is inherently tied to leadership efficacy, there is an urgent need to investigate the supports and structures that foster effective ECCE leadership. This study addressed that gap by using a qualitative multiple case study to explore how six ECCE program leaders of licensed ECCE programs from a New England state describe their leadership development, including supports and barriers they encountered and how …


Student Wellness: Exploring The Role Of Faculty In Implementing Effective Supports For Mental Well-Being And Academic Performance In Community College Dental Hygiene Education, Bernadette Heather Smith Jan 2026

Student Wellness: Exploring The Role Of Faculty In Implementing Effective Supports For Mental Well-Being And Academic Performance In Community College Dental Hygiene Education, Bernadette Heather Smith

Dissertations

Purpose: The purpose of this phenomenological, comparative study was to identify and describe effective supports used by dental hygiene faculty and their role in the mental well-being and academic performance of community college dental hygiene students.

Methodology: Two Southern California community college dental hygiene programs were selected for this phenomenological study to identify the use of faculty supports. A purposeful sampling strategy was applied to these populations to identify participants in specific selection criteria. Twenty-one participants, who consisted of five faculty members and five or six 2nd-year students from each school, were selected. Data were collected by conducting individual interviews …


The Chironian 2026, New York Medical College Jan 2026

The Chironian 2026, New York Medical College

The Chironian

The Chironian is distributed to a readership of 16,000 faculty, alumni and employees of New York Medical College, government and community leaders, affiliated hospitals and selected media. Each issue is carefully crafted to provide a balance of articles on cutting-edge research, personality profiles, student accomplishments and alumni news from all five schools on the NYMC campus. Inquiries can be sent to [email protected].


Crisis In Care: A Qualitative Study To Understand The Factors That Influence High Turnover Among Florida’S Child Welfare Case Managers, Latasha R. Harris Jan 2026

Crisis In Care: A Qualitative Study To Understand The Factors That Influence High Turnover Among Florida’S Child Welfare Case Managers, Latasha R. Harris

Theses and Dissertations

This applied dissertation explores the factors influencing child welfare case manager turnover in Florida and how child welfare case managers are addressing those factors. National data has underscored the severity of this issue highlighting high turnover and low staff retention are attributed to work demand instability, chronic stressors and undermine the effectiveness of child welfare services.

This qualitative study investigates child welfare case managers’ perspectives on key influencing factors that determine child welfare case manager retention or influence their decision to leave. Guided by Motivation and Resiliency Theories, this qualitative descriptive study investigates child welfare case manager perspectives of why …


Trends And Innovations In The Development Of Immersive Technology In Science Education (2019-2024): A Literature Review, Aziz Kurniawan, Hartono Hartono, Bambang Subali Jan 2026

Trends And Innovations In The Development Of Immersive Technology In Science Education (2019-2024): A Literature Review, Aziz Kurniawan, Hartono Hartono, Bambang Subali

Journal of Educational Technology Development and Exchange (JETDE)

The COVID-19 pandemic has had a significant impact, including the change in learning methods from face-to-face to non-face-to-face learning. This change in method accelerates innovation in the use of technology to support non-face-to-face learning. Immersive technologies, such as Augmented Reality (AR), Virtual Reality (VR), and Virtual laboratories, have offered authentic and interactive non-face-to-face learning experiences in science education. This study employed a systematic literature review (SLR) method to map trends and innovations in the development of immersive technology in science education from 2019 to 2024. The literature data were obtained from the Scopus database and then selected using the PRISMA …


Integrating Web-Gis And Inquiry Learning To Enhance Spatial Thinking In Geography Learning, Nyokro Mukti Wijaya, Meri Herlina, Sugeng Widodo, Suhendro Suhendro Jan 2026

Integrating Web-Gis And Inquiry Learning To Enhance Spatial Thinking In Geography Learning, Nyokro Mukti Wijaya, Meri Herlina, Sugeng Widodo, Suhendro Suhendro

Journal of Educational Technology Development and Exchange (JETDE)

This study investigates the impact of integrating Web-GIS with Inquiry Learning on secondary school students’ spatial thinking skills. A 2×2 factorial experimental design was employed with 116 eleventh-grade students from SMA Negeri 13 Bandar Lampung, divided into four treatment groups: direct instruction with printed maps, direct instruction with Web-GIS, inquiry learning with printed maps, and inquiry learning with Web-GIS. The Spatial Thinking Ability Test (STAT), a widely validated international instrument, was used to measure outcomes. Data were analysed using two-way ANOVA. The findings indicate that the learning media had a significant effect, with Web-GIS outperforming printed maps, whereas learning strategies …


Case-Based Learning In Biology Education: A Systematic Literature Review, Elsje Theodora Maasawet, Jullya Christin Kolow Jan 2026

Case-Based Learning In Biology Education: A Systematic Literature Review, Elsje Theodora Maasawet, Jullya Christin Kolow

Journal of Educational Technology Development and Exchange (JETDE)

Biology education often relies on content-intensive instructional materials that may encourage rote memorisation rather than conceptual understanding, potentially contributing to misconceptions. Case-Based Learning (CBL) offers an alternative by engaging students in applying biological concepts to authentic, real-life cases and promoting meaningful learning. Despite growing empirical interest in CBL, no systematic literature review has specifically synthesised its application in biology education. This study therefore examined publication trends, learning skills addressed, and conceptualisations of CBL in biology education. Relevant literature was retrieved from Scopus and Web of Science using “Case-Based Learning” as the search term. Following PRISMA-guided screening, 42 articles were included …


The Continuity And Fluidity Between Emergent Literacy Skills And Literacy Acquisition, Shiesha D. Otokina Jan 2026

The Continuity And Fluidity Between Emergent Literacy Skills And Literacy Acquisition, Shiesha D. Otokina

Theses and Dissertations

This research study was undertaken because emergent literacy skills are crucial in helping children develop their reading abilities. Research suggests that early intervention is a key strategy for closing the achievement gap, and that early literacy skills develop as early as when children begin to communicate verbally and nonverbally. Studies show that the larger a child's vocabulary is, the quicker they learn to read.This study examined the significance of reading development and a child’s ability to acquire reading skills across the stages of reading acquisition.

This study compared student scores in the experimental and control groups to determine whether the …


Instructional Systems Design In Lesson Planning For Substance Use Treatment Groups: A Mixed Methods Exploratory Study, Michelle Robin Gould Jan 2026

Instructional Systems Design In Lesson Planning For Substance Use Treatment Groups: A Mixed Methods Exploratory Study, Michelle Robin Gould

Theses and Dissertations

This study explored lesson planning for substance use disorder (SUD) treatment groups, investigating the presence of components from the ADDIE (Analysis, Design, Development, Implementation, Evaluation) instructional systems design (ISD) process in routine facilitator lesson planning practices. Using an exploratory mixed-methods convergent parallel design, data were collected via an online survey featuring closed- and open-ended questions regarding self-reported planning activities and perceived effectiveness. Quantitative analysis confirmed that SUD facilitators perform tasks associated with all five ADDIE phases. Qualitative findings showed that facilitators perceive themselves as effective planners despite logistical and organizational constraints. However, facilitators do not appear to conceptually link instructional …


Effect Of Employees’ Breakfast Choices On Energy Levels In The Hispanic Population Working In Healthcare In South Florida, Jennifer Rivas Jan 2026

Effect Of Employees’ Breakfast Choices On Energy Levels In The Hispanic Population Working In Healthcare In South Florida, Jennifer Rivas

Theses and Dissertations

This applied dissertation was designed to examine the effect of employees’ breakfast choices on perceived energy levels among Hispanic healthcare workers in South Florida. As breakfast consumption has been widely associated with cognitive function, productivity, and metabolic stability, this research focused on understanding how specific breakfast patterns influence daily energy in a population that plays a critical role in regional healthcare delivery.

A qualitative survey was developed by the researcher and was used to collect data from Hispanic employees working in a variety of healthcare settings. Participants completed a structured survey assessing breakfast habits, nutritional quality, frequency of consumption, and …


Human Resources Professionals’ Perceptions About Employment And Retention Of Women With A Substance Abuse History: A Qualitative Study, Mary Harris Jan 2026

Human Resources Professionals’ Perceptions About Employment And Retention Of Women With A Substance Abuse History: A Qualitative Study, Mary Harris

Theses and Dissertations

This study was an exploration of human resources professionals’ (HRP) perceptions about employment and retention of women with a substance abuse disorder history. Job embeddedness was used as a critical lens to understand HRPs’ motivations for their actions and to gain insight into their choices.

A generic qualitative methodology was used to understand the complexity of HRPs’ experiences in employing and retaining women with substance use disorder history. The data-collection method consisted of semi structured interviews of 10 HRPs from midsize organizations in the Southeast Florida region.

The results of the thematic analysis revealed 10 themes that addressed the research …


Do Your Perceptions Of Minority Students Influence How You Teach Them? How Does A White Teacher's Racial Identity Affect Academic Outcomes Of Students Of Color?, Vivianease Major Jan 2026

Do Your Perceptions Of Minority Students Influence How You Teach Them? How Does A White Teacher's Racial Identity Affect Academic Outcomes Of Students Of Color?, Vivianease Major

Doctor of Education Dissertations

This qualitative research study examined the relationship between White teachers and students of color, focusing on how teachers' racial identity awareness influences their instructional practices and relationships. Using Helms's (1990) White Racial Identity Development Theory and principles of culturally responsive pedagogy, the study explored how teachers perceive their roles in advocating for the academic and relational needs of diverse students. Participants described their experiences with students of color, relationship-building strategies, and how their backgrounds and training affect their teaching practices. Semi-structured interviews and inductive thematic analysis were employed to analyze teacher perceptions and experiences. Findings revealed that participants made significant …


Large Language Model-Based Automated Item Generation In Stem Assessments: Historical Mapping And A Scoping Review Of Empirical Studies, Moses Oluoke Omopekunola Jan 2026

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 …


A Hierarchical And Multidimensional Approach To Profiling Students’ Digital Skills In Educational Technology, Emil S. Frashëri, Eleni F. Vangjeli Jan 2026

A Hierarchical And Multidimensional Approach To Profiling Students’ Digital Skills In Educational Technology, Emil S. Frashëri, Eleni F. Vangjeli

Journal of Educational Technology Development and Exchange (JETDE)

This study investigates university students’ digital competence through a multidimensional and person‑centered analytical framework grounded in bifactor–Exploratory Structural Equation Modeling (B‑ESEM). Digital competence was conceptualized across four functional skill domains and a general competence factor, reflecting contemporary perspectives on technology‑enhanced learning and student readiness. To overcome a common limitation in traditional Latent Profile Analysis (LPA), the conflation of overall competence levels with relative skill configurations, this study employed B‑ESEM–derived factor scores to preserve both hierarchical structure and multidimensionality. Using data from 599 university students, a four‑profile solution emerged, capturing distinct patterns of digital skill strengths and weaknesses. Gender and programming …