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Culturally-Responsive Schooling Of Native American Students: A Case-Study Of Oklahoma’S U.S. History Curriculum, Lorelani Riley Ladislao Apr 2026

Culturally-Responsive Schooling Of Native American Students: A Case-Study Of Oklahoma’S U.S. History Curriculum, Lorelani Riley Ladislao

Undergraduate Research Symposium Podium Presentations

For generations, formal schooling has been utilized as a tool for colonization and assimilation, resulting in lasting negative impacts on Native Americans. According to the National Center for Education Statistics (2020), Oklahoma public schools serve the second largest proportion of American Indian and Alaska Native (AI/AN) students in the United States, making this context critical for understanding how contemporary education practices are impacting Native students. Scholarly literature posits that culturally responsive schooling enhances academic outcomes and helps combat historical injustices in marginalized communities. In alignment, the Diné Institute for Navajo Nation Educators (DINÉ) created a tool for assessing cultural responsiveness …


Our Stories: Black Parents’ Experiences At K-12 Predominantly White Institutions, Jason Thompson Apr 2026

Our Stories: Black Parents’ Experiences At K-12 Predominantly White Institutions, Jason Thompson

Dissertations

Black parents of Black children attending K–12 predominantly White institutions (PWIs) often experience stress as they navigate school environments where they may be perceived as uninterested, combative, or “token” members of the school community. These deficit-based perceptions can cause Black parents to limit school interactions, question whether their perspectives will be valued, and develop distrust toward school personnel. Although research has examined Black students’ experiences in PWIs, fewer qualitative studies have centered on Black parents’ stories. Capturing these experiences in parents’ own words helps challenge harmful stereotypes and offers schools, especially school counselors, deeper insight into strengthening relationships with Black …


Evaluating Measurement Invariance Frameworks: A Comparison Of Mg-Cfa, Alignment Optimization, & Bayesian Approximate Measurement Invariance Using The Brigham Young University Counseling And Psychological Services Client Satisfaction Survey, Heidi Lula Lindsey Apr 2026

Evaluating Measurement Invariance Frameworks: A Comparison Of Mg-Cfa, Alignment Optimization, & Bayesian Approximate Measurement Invariance Using The Brigham Young University Counseling And Psychological Services Client Satisfaction Survey, Heidi Lula Lindsey

Theses and Dissertations

Researchers must establish measurement invariance (MI) before comparing latent constructs across groups to ensure construct validity. However, traditional multi-group confirmatory factor analysis (MG-CFA) may impose overly strict equality constraints in applied settings. Alternative MI frameworks are less familiar to researchers, which limits their use. This study compares MG-CFA, alignment optimization (AO), and Bayesian approximate measurement invariance (BAMI) using archival data from the Brigham Young University Counseling and Psychological Services Client Satisfaction Survey (N = 1,278). Participants completed an exit survey after receiving individual (n = 1,063), couple (n = 83), or group (n = 132) therapy, answering 16 five-point Likert …


Teaching With S2scc-Ai: A Practical Framework For Sport Management Classrooms, Kimberly D. Bynum, Wendy T. Gillis Apr 2026

Teaching With S2scc-Ai: A Practical Framework For Sport Management Classrooms, Kimberly D. Bynum, Wendy T. Gillis

The COSMA Journal

ABSTRACT

Generative artificial intelligence (AI) technologies, including tools such as ChatGPT, Claude, and Perplexity, are radically changing how higher ed students approach their college learning experience. These shifts are especially impactful in undergraduate sport management programs, where employers expect graduates to demonstrate teamwork, critical thinking and digital literacy skills. As AI becomes embedded across sport industry functions such as event operations, marketing, analytics, and fan engagement, higher ed pedagogy must evolve to reflect the professional contexts students are preparing to enter. In this paper, Student-to-Student Co-Creation enhanced by AI (S2SCC-AI) is advanced as a practical, COSMA-aligned pedagogical framework for leveraging …


Perceived Stigmatization Of Mental Health Problems And Utilization Of Academic Accommodations Among College Students, Sabrina Williams, Robert E. Davis Ph.D., Kristin Bogda Ph.D. Apr 2026

Perceived Stigmatization Of Mental Health Problems And Utilization Of Academic Accommodations Among College Students, Sabrina Williams, Robert E. Davis Ph.D., Kristin Bogda Ph.D.

2026 Honors Symposium

Background: Higher education is seeing an increase in students utilizing mental health services. Studies on students with disabilities suggest students often have reservations about accessing these accommodations due to anticipated social stigmatization. Purpose: This study aimed to assess relationships among stigmatization and indicators of psychological distress among a sample of students who qualify for accommodations. Methods: This was a cross-sectional survey of students at a large university in the central United States. Data collection measures included previously validated screening instruments for depression, anxiety, suicidal ideation, and adapted versions of the validated scales to assess specific aspects of stigma related to …


Wmu Board Of Trustee Board Meeting, Thursday April 16 2026, Wmu Board Of Trustees Apr 2026

Wmu Board Of Trustee Board Meeting, Thursday April 16 2026, Wmu Board Of Trustees

WMU Board of Trustees Meetings

Acceptance of the Agenda

Approval of the Minutes (February 12, 2026 and March 10, 2026)

Remarks by the Chair of the Board

Remarks by the President

Updates by the Faculty Senate President

Updates by the Western Student Association President

Updates by the Graduate Student Association President

Investing in WMU’s Future: Collaborating with University Advancement

WMU/AAUP Scholarship for First Generation Students

Public Comments Regarding Action Items

Action Items

  • WMU Non-Discrimination and Sexual Misconduct Policies

Consent Items

  • Liquor License: College of Aviation, November 6, 2026
  • Utility Easement from Consumers Energy: Valley Oaks
  • Scholarship or Endowment Amendment – Bernadine P. Carlson
  • Curriculum Proposals …


The Current - Volume 36 Issue 9, Nova Southeastern University Apr 2026

The Current - Volume 36 Issue 9, Nova Southeastern University

Student Newspapers

No abstract provided.


Toward A Local Governance Model For Green Building Regulation: Lessons From A Philippine City, Mikaela Amihan S. Arrosa, Aileen V. Lapitan Apr 2026

Toward A Local Governance Model For Green Building Regulation: Lessons From A Philippine City, Mikaela Amihan S. Arrosa, Aileen V. Lapitan

Journal of Public Affairs and Development

The study analyzed local governance in implementing green building regulations in a city in Metro Manila, Philippines, through a case study. Compliance rates were calculated by comparing projects with Green Building Compliance Certification to those with Green Building Pre-Compliance Certification issued by the city. The Delphi method explored environmental sustainability implications of compliance, while key informant interviews and policy landscape analysis identified the factors affecting Green Building Code management. Fewer than half of the pre-compliance and construction permit holders also received occupancy certificates. Three rounds of the Delphi method were conducted, resulting in consensus on recommendations to enhance governance mechanisms …


Pacts: Critical Dispositions Necessary For A Culturally Responsive And Transformative School, Family, And Community Partnership For Black Pan-African Immigrant Students And Families, Jada Phelps, John Nimmo, Talgat Bainazarov, Zahra Abukar, Jamal Dar, Michelle Stratton, Leslie Ann Locke, Tianyang Xu Apr 2026

Pacts: Critical Dispositions Necessary For A Culturally Responsive And Transformative School, Family, And Community Partnership For Black Pan-African Immigrant Students And Families, Jada Phelps, John Nimmo, Talgat Bainazarov, Zahra Abukar, Jamal Dar, Michelle Stratton, Leslie Ann Locke, Tianyang Xu

Leadership, Learning and Counseling Faculty Publications and Presentations

This study highlights a culturally responsive transformative school, family, and community partnership in the Western Region of the United States. The partnership served over 100 students and 300 parents of Black Pan-African immigrant descent responding to persistent school alienation. Using Critical Race Theory, Community Cultural Wealth, and a critical participatory action research design, we explored the structural forces shaping these experiences and the community-based responses that sought to resist them.

Data sources included professional development sessions, counterstorytelling, Theater of the Oppressed, asset mapping, and semi-structured interviews.

Findings revealed key partnership members centered five dispositions—Prophetic Activism, Asset- Based Ideology, Critical Consciousness, …


Investigating Racial Bias And Attribution Error In Grading Student Performance, Tony Reibel, Rachel Roegman Apr 2026

Investigating Racial Bias And Attribution Error In Grading Student Performance, Tony Reibel, Rachel Roegman

Mid-Western Educational Researcher

Standards-based grading (SBG) is a relatively recent alternative model of grading designed to increase the reliability of grading while reducing the influence of teacher biases that can distort student evaluations. This study investigated whether SBG mitigates race‑related bias and attribution errors through a mixed‑methods 3×2 factorial vignette experiment with in‑service teachers. A total of 219 teachers scored the same student essay using a common SBG rubric and provided a 1-4 proficiency score, a binary evaluation concerning success criteria and written feedback. “Learning profiles”– a description of the student’s current and past abilities – varied by tone (positive, negative, none: name-only) …


Managing The "Trauma Dump" In Personal Statement Writing, Faith Kurtyka, Amelia Harahap Apr 2026

Managing The "Trauma Dump" In Personal Statement Writing, Faith Kurtyka, Amelia Harahap

Feminist Pedagogy

This critical commentary offers methods for helping students who may "trauma dump" in personal statements learn to write their stories for a wide audience in a way that preserves the writer's dignity.


Critical Explorations: Using Feminist And Artful Inquiry In An Adolescent Literature Class, Emily L. Freeman Apr 2026

Critical Explorations: Using Feminist And Artful Inquiry In An Adolescent Literature Class, Emily L. Freeman

Feminist Pedagogy

Using feminist and artful inquiry in teacher education courses creates spaces of resistance to normative modes of sharing knowledge. The Critical Explorations project is the final assignment for a required young adult and adolescent literature course and requires that students engage in creative modes of expression when sharing their research. The teaching activity opens up new possibilities for engagement with texts and research questions that works to disrupt traditional English Language Arts assessments.


From Stories To Speech: Cultivating Cultural Competence And Linguistic Awareness In Future Slps, Alexis Lawton Apr 2026

From Stories To Speech: Cultivating Cultural Competence And Linguistic Awareness In Future Slps, Alexis Lawton

Teaching and Learning in Communication Sciences & Disorders

This manuscript reports on a pilot study examining how storytelling and linguistic diversity may cultivate cultural competence in graduate students in speech-language pathology (SLP). Through engagement with traditional folk tales, students explored the cultural significance of narratives and the linguistic features that shape them. The assignment emphasized adapting stories for diverse audiences while highlighting culturally relevant vocabulary, dialectal variations, and the complexities of language use. Facilitated discussions following student presentations prompted reflections on how these elements influence communication and understanding. Preliminary findings suggest that narrative exploration can foster both cultural and linguistic awareness, equipping students with emerging skills to provide …


Chronic Traumatic Encephalopathy And Career Duration In Former Professional American Football Players: A Literature Review, Malik I. Watson, Chase Forbes, Bhavik Singh, Etop Udoh, Kévin Borgella, Jonathan Mosley, Erik Zarandy Apr 2026

Chronic Traumatic Encephalopathy And Career Duration In Former Professional American Football Players: A Literature Review, Malik I. Watson, Chase Forbes, Bhavik Singh, Etop Udoh, Kévin Borgella, Jonathan Mosley, Erik Zarandy

The Journal of Integrated Primary Care

Background:

Chronic traumatic encephalopathy (CTE) is a progressive neurodegenerative disease associated with repetitive head trauma and has been increasingly identified in former contact sport athletes, particularly American football players. Although the relationship between repetitive head impacts and CTE has been well documented, the role of career duration as a measurable exposure variable remains an important area of investigation. Understanding this relationship may provide clinically useful insight for primary care physicians responsible for longitudinal monitoring of individuals with extensive athletic exposure.

Methods:

This literature review examined published studies evaluating the relationship between football career duration, cumulative head impact exposure, and neuropathologic …


A Holistic Assessment Of Osteopathic Medical Student Well-Being And Self-Perceived Levels Of Happiness, Stress, And Satisfaction With Life, Brittany A. Mitchell Apr 2026

A Holistic Assessment Of Osteopathic Medical Student Well-Being And Self-Perceived Levels Of Happiness, Stress, And Satisfaction With Life, Brittany A. Mitchell

Theses and Dissertations

The purpose of this quantitative study was to assess the well-being of medical students and identify the primary factors influencing their well-being. In this manuscript-style dissertation, the empirical article assesses the well-being of medical students through the dimensions of wellness and investigates the significance of differences between each dimension and self-perceived levels of happiness, stress, and satisfaction with life. The practitioner article provides recommendations to practitioners to further support the well-being of osteopathic medical students. The sample for this study was medical students at an osteopathic medical school in the Philadelphia region. Data was collected using seven validated survey instruments: …


Building Connections For Care: A Practical Guide For Novice Nursing Professional Development Practitioners, Debra Hunt Apr 2026

Building Connections For Care: A Practical Guide For Novice Nursing Professional Development Practitioners, Debra Hunt

Student Dissertations

Building Connections for Care is a practical textbook designed to support novice Nursing Professional Development Practitioners (NPDPs) as they transition from expert bedside clinicians to educational leaders within complex healthcare systems. Grounded in the Association for Nursing Professional Development (ANPD) practice model, the book integrates ethical foundations, communication strategies, leadership frameworks, and inquiry methods to build confidence and competence in the NPDP role. Chapters trace a developmental pathway from role transition and Benner’s novice-to-expert model through ethics and just culture, incivility and workplace culture, and communication skills including feedback, SMART goals, SBAR, and professional digital conduct. Subsequent chapters expand NPDP …


2026 Celebration Posters Map, Morehead State University. Undergraduate Research Fellowship Program. Apr 2026

2026 Celebration Posters Map, Morehead State University. Undergraduate Research Fellowship Program.

2026 Celebration of Student Scholarship - Poster Presentations

No abstract provided.


2026 Celebration Of Student Scholarship Program And Abstracts, Morehead State University. Undergraduate Research Fellowship Program. Apr 2026

2026 Celebration Of Student Scholarship Program And Abstracts, Morehead State University. Undergraduate Research Fellowship Program.

2026 Celebration of Student Scholarship - Poster Presentations

No abstract provided.


Testing A New Creighton Competency Evaluation Instrument For Pediatric Nursing, Elizabeth Anne Flasch Apr 2026

Testing A New Creighton Competency Evaluation Instrument For Pediatric Nursing, Elizabeth Anne Flasch

Dissertations (1934 -)

A descriptive multi-site correlational study design was used to test a modified instrument to determine its ability to assess students consistently across settings using a group of prelicensure pediatric students enrolled in two different pediatric clinical environments. Two participant groups were intentionally recruited including clinical instructors teaching in pediatric clinical environments and their corresponding students practicing in pediatric simulation and traditional clinical environments. Inter-rater reliability of the instrument was achieved. Prelicensure nursing students were deemed competent in the care of children across settings. No statistically significant correlations were found between environments. There was a relationship between student perception of confidence …


An Investigation Into The Student And Faculty Knowledge, Perception, And Usage Of Chatgpt, Isabella Burns Apr 2026

An Investigation Into The Student And Faculty Knowledge, Perception, And Usage Of Chatgpt, Isabella Burns

Honors Theses

Artificial Intelligence (ChatGPT) has become a significant topic in academia. Professors and university officials have been contemplating an all-out ban on utilizing such tools for undergraduate academic work. Sullivan et al (2023) noted “…student behaviors led some universities to ban the use of ChatGPT…” (p. 32). Instead of teaching students how to leverage ChatGPT as a powerful resource to enhance the learning process, universities have deemed use of ChatGPT unacceptable, equating its use with serious academic dishonesty offenses consistent with plagiarism (Hawdon et al., 2025). Directly copying from ChatGPT can constitute plagiarism and poses a significant issue for college-level studies, …


Socially Constructing ‘Climate Change’ In Fishing Communities Of Sarangani, Philippines, Samantha Geraldine G. De Los Santos, Ma. Larissa Lelu P. Gata Apr 2026

Socially Constructing ‘Climate Change’ In Fishing Communities Of Sarangani, Philippines, Samantha Geraldine G. De Los Santos, Ma. Larissa Lelu P. Gata

Journal of Public Affairs and Development

The intensifying impacts of climate change have become more evident in recent years. While policies and programs have been implemented in the Philippines for decades, questions remain about how climate change is understood and experienced by fishing communities, the country’s poorest sector. By applying the Ecological-Symbolic Approach, this paper inquired into the fisherfolk’s social definition of climate change. A Qualitatively Driven Sequential Explanatory (QualDSE) mixed-methods design guided the study in developing an informed, substantiated, and context-based definition of climate change. This definition was also analyzed vis-a-vis the widely held definitions in national climate policy.

The terminology “climate change” remains unknown …


Angkringan Names In Semarang: A Linguistic Landscape Study, Nurul Maghfiroh, Suhandano Suhandano, Aprillia Firmonasari Apr 2026

Angkringan Names In Semarang: A Linguistic Landscape Study, Nurul Maghfiroh, Suhandano Suhandano, Aprillia Firmonasari

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

The article reveals the linguistic landscape study of angkringan names in Semarang City. It covers language preference, language inference, and language preservation on signages. Researchers collected 140 pictures of angkringan signages from 10 sub-districts of Semarang. Observation and interviews are also conducted to obtain comprehensive linguistic landscape data. Qualitative analysis indicates that there are two naming patterns: monolingual and bilingual. The monolingual analysis identifies that the most preferred language code is Javanese, followed by Indonesian, English, and Sanskrit. Meanwhile, in the bilingual pattern, the dominant language combination used is Indonesian-Javanese, followed by Javanese-English, Javanese-Indonesian, Javanese-Dutch, Sanskrit-English, and Sundanese-English. Meanwhile, angkringan …


Parental (Dis)Satisfaction With School Placement To Achieve Inclusion: A Cross-Country Comparison, Veslemøy Maria Fossum Johansson, Suanne Gibson, Stuart Woodcock, Anders Dechsling, Harry Kullmann, Marte Karoline Herrebrøden, Line Britt Ulriksen, Anders Nordahl-Hansen Apr 2026

Parental (Dis)Satisfaction With School Placement To Achieve Inclusion: A Cross-Country Comparison, Veslemøy Maria Fossum Johansson, Suanne Gibson, Stuart Woodcock, Anders Dechsling, Harry Kullmann, Marte Karoline Herrebrøden, Line Britt Ulriksen, Anders Nordahl-Hansen

Research outputs 2022 to 2026

Background – This study draws on data from a larger international project exploring parents' perceptions of the education of their children with special educational needs and/or disabilities (SEND). Using responses from 1, 309 parents in Australia, England, Germany, and Norway it examines parental satisfaction with mainstream and special schools, and parents' school placement preferences, including willingness to change schools. Parental satisfaction is assessed as an overall evaluation of how well the child's school placement meets their needs, without distinguishing between specific aspects of the school experience. The study also explores whether the child's level of support is associated with these …


Experiences Of Culturally Engaging Advising Among South Korean Doctoral Students: A Collaborative Autoethnography, Sarang Kim, Hanna Kim, Seyoung Hong, Eun Jung Paik Apr 2026

Experiences Of Culturally Engaging Advising Among South Korean Doctoral Students: A Collaborative Autoethnography, Sarang Kim, Hanna Kim, Seyoung Hong, Eun Jung Paik

Journal of Comparative & International Higher Education

Empirical research on culturally engaging advising (CEA) for international graduate students, particularly in relation to their cultural backgrounds and identities, remains limited. This study addresses this gap by employing collaborative autoethnography and drawing on CEA and intersectionality frameworks to examine the experiences of four South Korean women doctoral students in the social sciences. Findings highlight challenges these students face due to their intersectional identities as Asian, Korean women and non-native English speakers. Findings also demonstrate ways in which CEA can be tailored to suit their needs. This study contributes to comparative and international higher education by offering insights on supporting …


Mastery By Mistakes: Reframing Failure In Higher Education Skill-Based Teaching And Assessment, Maura Metheny Apr 2026

Mastery By Mistakes: Reframing Failure In Higher Education Skill-Based Teaching And Assessment, Maura Metheny

JWU Dissertations & Theses

Experiencing a mistake, error or failure while learning generates an additional inquiry process that activates prior knowledge and increases retention of subsequent feedback and new material (Kapur, 2008). The use of errors to guide practice has been shown to lead to skill-mastery and expertise (Ericsson et al., 1993). When classrooms are psychologically safe environments where penalty-free exploration and knowledge application are encouraged, students gain a deeper understanding of the content (Tulis, 2013). This qualitative exploratory descriptive study aimed to understand the ways that undergraduate faculty in skill-based disciplines involve errors, mistakes and failures in teaching and …


Unlocking The Organizational Roles For Effective Teacher Leadership, Diane E. Johnson, Shelly Allen, Frances Perez Apr 2026

Unlocking The Organizational Roles For Effective Teacher Leadership, Diane E. Johnson, Shelly Allen, Frances Perez

School Leadership Review

Teacher leader (TL) retention has emerged as a critical concern as educators increasingly exit leadership roles due to policy pressures, inadequate compensation, limited administrative support, and diminished professional recognition. Although schools rely on teacher leaders to support instructional improvement and professional collaboration, many leadership structures fail to provide sustainable pathways for teacher leadership development. Guided by a Distributed Transformational Leadership Framework, which integrates transformational and distributed leadership theories, this qualitative study examined how teacher leaders perceive leadership opportunities, organizational barriers, and potential leadership structures within K–12 school systems. Data were drawn from archived capstone reflections of 39 teacher leadership master’s …


Protecting Free Speech And Promoting Civility: The Dueling Responsibilities Of American Colleges And Universities, Tara N. Parsons Apr 2026

Protecting Free Speech And Promoting Civility: The Dueling Responsibilities Of American Colleges And Universities, Tara N. Parsons

International Journal on Responsibility

Freedom House estimates that 75% of the world’s population lives in countries that experienced a democratic decline in 2020. Even in long established democracies, liberal democratic values have been shaken. As democracy requires an enlightened citizenry cultivated by a college education, many American universities and colleges adopt civic instruction and engagement as a core responsibility and mission. However, growing anti-intellectualism has drawn increased scrutiny and suspicion towards the programming, curriculum, and core values of universities. Powerful political figures regularly accuse universities of stifling conservative voices and discouraging free speech. The tension between free speech and civic dialogue requires a reframing …


Attention To Their Uniqueness: Differentiation In A University Classroom, Robin Gingerich Apr 2026

Attention To Their Uniqueness: Differentiation In A University Classroom, Robin Gingerich

MITESOL Journal: An Online Publication of MITESOL

University students come to campus with unique gifts and individual challenges. To meet the needs of diverse learners, one solution is differentiation. Differentiation involves deliberately planning lessons that address the unique learning styles of diverse learners by offering pedagogy informed not only by content, but also by the students themselves. While differentiation in elementary and secondary classrooms is considered best practice, professors in higher education face unique challenges when it comes to implementing differentiation. This paper examines definitions of differentiation, research on differentiation in universities, and, from the author’s personal experience, offers suggestions for university writing instructors.


A Unique 21st Century Relevant Analysis Of Carter G. Woodson’S The Mis-Education Of The Negro And Teacher Occupational Resilience, Nadrian D. Antoine Apr 2026

A Unique 21st Century Relevant Analysis Of Carter G. Woodson’S The Mis-Education Of The Negro And Teacher Occupational Resilience, Nadrian D. Antoine

Virginia English Journal

This article offers a contemporary analysis of Carter G. Woodson’s The Mis-Education of the Negro (1933), emphasizing its enduring relevance to 21st-century educational challenges and the emerging framework of Teacher Occupational Resilience (TOR). Woodson’s central argument that American schooling functions as a system of psychological conditioning that marginalizes Black identity, history, and agency remains strikingly applicable in modern debates on culturally relevant pedagogy, systemic inequity, and digital‑age misinformation. The article explores Woodson’s critique of leadership, the omission of curriculum, and the reproduction of miseducation by credentialed yet culturally detached Black professionals. It then connects these insights to TOR theory, which …


Beyond Trends: The Potential Influence Of The Ela Teachers Of Tiktok, Heather Lynn Wright, Lauren May Apr 2026

Beyond Trends: The Potential Influence Of The Ela Teachers Of Tiktok, Heather Lynn Wright, Lauren May

Virginia English Journal

This paper describes a study on content from secondary English Language Arts (ELA) teachers of TikTok and their potential influence on future teachers. There were two research questions: (1) What information is being dispersed through TikTok specifically for secondary ELA teachers?; (2) What connotations about secondary ELA teaching are implied implicitly or explicitly through the tone of the TikTok creator? TikToks were examined through a three-part framework, considering the constructs of performances (Goffman, 1956), stickiness (Zott et al., 2000), and affinity spaces (Gee, 2004). Using a systematic approach, 50 secondary ELA TikTok accounts were identified and the top 20 …