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Teaching Third Graders To Read Multisyllable Words: Segmentation Versus Whole Word Reading, Jolie D. Heath Sep 2026

Teaching Third Graders To Read Multisyllable Words: Segmentation Versus Whole Word Reading, Jolie D. Heath

Dissertations, Theses, and Capstone Projects

In the early years of elementary school when children are still learning to read, they are presented with words of increased syllable length, and orthographic and morphological complexity in the texts they read.  Although multisyllabic words comprise 90% of words in the English lexicon and carry important linguistic information for expanding vocabularies and comprehension of content, few studies have focused on teaching middle elementary children to read multisyllabic words.  Many children lack strategies to identify these longer more complex words accurately and easily, leading to reading difficulties that place weaker readers at higher risk for school related problems and limit …


The Role Of External Factors In Shaping Carbohydrate Conformational Landscapes, Murat Yaman Sep 2026

The Role Of External Factors In Shaping Carbohydrate Conformational Landscapes, Murat Yaman

Dissertations, Theses, and Capstone Projects

Carbohydrates (glycans) are among the most structurally diverse biomolecules and participate in a wide range of biological processes, including molecular recognition, cell adhesion, immune response, host-pathogen interactions, and cellular signaling. Their biological functions are governed by a complex interplay between sequence, stereochemistry, conformational flexibility, and environmental factors. However, the structural heterogeneity and dynamic nature of glycans present significant challenges for both experimental characterization and theoretical modeling. In particular, the relationships between glycan structure, conformational dynamics, and the resulting potential energy surfaces remain incomplete.

This dissertation investigates how external factors modulate the potential energy surfaces of carbohydrates through a combination of …


‘A Sense Of The Sea’: Grassroots Culture, Care, And Endurance In Swansea, Cymru, Katy Clark Sep 2026

‘A Sense Of The Sea’: Grassroots Culture, Care, And Endurance In Swansea, Cymru, Katy Clark

Dissertations, Theses, and Capstone Projects

This thesis argues that under present conditions, everyday political-aesthetic life is not only about resistance or reproduction but about holding: the work of keeping people, practices, and attachment present and oriented as conditions change. Holding takes the form of care and maintenance; as practices of making, assembling, and imagining; and as the work that keeps open the possibility of renewed attachment to public things and to each other. In the field, this was named as ‘a sense of the sea’, an affective register characterized by wariness, attunement, attentiveness, orientation, and endurance. I am calling this a fragile infrastructure of …


New York City Women’S Experiences With Perinatal Depression Inquiries, Diagnosis, And Treatment Initiation, Caterina Pisciotta Sep 2026

New York City Women’S Experiences With Perinatal Depression Inquiries, Diagnosis, And Treatment Initiation, Caterina Pisciotta

Dissertations, Theses, and Capstone Projects

Perinatal depression represents a significant public health concern, yet many women who experience depression symptoms during the perinatal period (either during pregnancy and/or after birth) do not receive treatment. Initiatives, such as ThriveNYC, were designed to address these gaps by screening and treating perinatal women for maternal depression, integrating screening into routine perinatal care and strengthening pathways to treatment. Using representative survey data collected between 2016 and 2021 via the Center for Disease Control and Prevention’s Pregnancy Risk Assessment Monitoring System (PRAMS), this study examined trends in perinatal depression inquiries (a proxy for “screening”) and postpartum diagnosis, as well as …


Nāgasvaram Ensemble Music In Contemporary South India: Perspectives Of Revival, Rajeswari Ranganathan Sep 2026

Nāgasvaram Ensemble Music In Contemporary South India: Perspectives Of Revival, Rajeswari Ranganathan

Dissertations, Theses, and Capstone Projects

This dissertation is a study of nāgasvaram ensemble music in South India based on ethnographic research in Tamil Nadu conducted between 2022 and 2026. Drawing from observations of its various performance contexts and extensive interviews with contemporary practitioners, teachers, students, impresarios, and archivists, this study examines how the aesthetics, social contexts, and circulation of nāgasvaram ensemble music have evolved over the last four decades. Countering prevalent narratives of its decline and highlighting its endurance, I argue that this musical practice is undergoing a revival, both shaped by and contributing to ongoing social transformations.

Nāgasvaram ensembles featuring the double-reed woodwind instrument …


Theoretical Analysis And Performance Interpretation In Thomas Adès’S Traced Overhead, Han Chen Sep 2026

Theoretical Analysis And Performance Interpretation In Thomas Adès’S Traced Overhead, Han Chen

Dissertations, Theses, and Capstone Projects

While many post-tonal composers avoid any inkling of tonality by embracing dissonance or breaking tonal resolutions, Thomas Adès does not shy away from the traditional harmonies that strongly relate to tonal music, such as the circle of fifths, major and minor triads, and the horn-call motif, but adopts several intervallic systems that govern all the notes, including aligned cycles, parsimonious voice leading, and the twelve-tone aggregate.

To examine how Adès uses these intervallic systems to repurpose traditional harmonies, this dissertation presents a close tonal analysis of his solo piano work Traced Overhead. Integrating historical, pianistic, and extramusical contexts, this …


Introduction To Film, Teresa A. Fisher Aug 2026

Introduction To Film, Teresa A. Fisher

Open Educational Resources

An introduction to the filmmaking process including film history, narrative, mise-en-scene, editing, cinematography, sound, and acting. Includes a chapter on documentary film, experimental film, and animation.


“When I’M Not Heard, I Feel Like I Don’T Matter”: Advancing Equity In Disability Policy Through Critical Participatory Action Research With People With Intellectual Disability, Cris Marchionne Aug 2026

“When I’M Not Heard, I Feel Like I Don’T Matter”: Advancing Equity In Disability Policy Through Critical Participatory Action Research With People With Intellectual Disability, Cris Marchionne

Student Theses

People with intellectual disability deserve a system that offers flexible, timely, and person-centered support — one that is innovative, sustainable, and holistic in enabling them to live fulfilling lives. This qualitative study, grounded in Critical Participatory Action Research (CPAR), examines how people with intellectual disability experience participation in decision-making within New York State's disability service system. By centering lived experience, the study identifies factors that facilitate or hinder participation in decision-making and examines structural, social, and policy-related barriers that limit agency. Through six focus groups and a Photovoice project with self-advocates receiving OPWDD services, participants described systemic barriers that limited …


Moral Issues In Business, Andre Dobronic Parola Aug 2026

Moral Issues In Business, Andre Dobronic Parola

Open Educational Resources

In this course students will initially be introduced to different ethical theories as well as two different theories of justice. Subsequently—following an introduction to basic economical ideas concerning the place of businesses and corporations in modern capitalistic society—various questions specific to business ethics will be taken up. Topics will include: arguments for and against the stakeholder theory of business ethics; corporate social responsibility; the problem of sex-based discrimination in the workplace-setting; business and the environment; globalisation; and lying in business negotiations.


Artificial Intelligence And Social Equities: Navigating The Intersectionalities In A Digital Age (Editorial), Daisuke Akiba, Julie Albright Aug 2026

Artificial Intelligence And Social Equities: Navigating The Intersectionalities In A Digital Age (Editorial), Daisuke Akiba, Julie Albright

Publications and Research

This editorial article introduces and synthesizes the Special Issue, “Artificial intelligence and social equities: navigating the intersectionalities in a digital age,” which examines how AI systems intersect with race, ethnicity, and interconnected identity dimensions across global contexts. The eight contributions span healthcare, digital media, higher education, organizational communication, and speculative futures, addressing anti-racist psychiatric algorithms, AI-generated visual disinformation, epistemic injustice between the Global North and South, algorithmically mediated rural–urban divides, culturally untranslated technology transfer, accessibility auditing across the AI lifecycle, and the tension between mechanical objectivity and empathic understanding. Read together, they show that AI is neither inherently …


‘Passing’ The Baton Of Trauma: Queer Failure Of The Women’S Sport Policy Working Group’S Anti-Trans ‘Position’, Meredith M. Bagley, Mary Anne Taylor, Sarah F. Price Aug 2026

‘Passing’ The Baton Of Trauma: Queer Failure Of The Women’S Sport Policy Working Group’S Anti-Trans ‘Position’, Meredith M. Bagley, Mary Anne Taylor, Sarah F. Price

Publications and Research

Engaging in critical rhetorical theory and methodology, we interrogate the contemporary landscape of anti-trans backlash in women’s sport. Specifically, we read the ‘TERF wars’ (Pearce et al.) across critiques of biofeminism (Pape) and whiteness (Fischer) while drawing upon critical social science research into trauma-bonding, bullying, and the structural impacts of gender verification policies. Our analysis focuses on the Women’s Sports Policy Working Group (WSPWG), offering a trauma-informed reading of the WSPWG’s ‘Position’ statement to illuminate how lesbian female athletes who were previously slandered for failing to meet femininity norms in sport are unable to overcome that trauma to recognize and …


Spn 313: Advanced Communication Skills, Aleksin Ortega, Aleksín H. Ortega Aug 2026

Spn 313: Advanced Communication Skills, Aleksin Ortega, Aleksín H. Ortega

Open Educational Resources

This syllabus for SPN 313 (Advanced Communication Skills) at the College of Staten Island, CUNY, presents a zero-textbook-cost, OER-based course in advanced academic writing in Spanish designed for a mixed population of heritage speakers and advanced second-language learners. The course follows a genre-based progression through four textual forms — description, narration, exposition, and argumentation — organized around a recursive writing process of drafting, instructor feedback, and revision. Its signature assignment, the Autobiografía lingüística (Linguistic Autobiography), serves as the Spanish program's ACTFL-aligned assessment artifact and is supported by a structured independent-inquiry project on dialectal variation. The syllabus foregrounds the dialectal diversity …


Investigating The Links Between Iq, Emotion Dysregulation, And Respiratory Sinus Arrhythmia In Childhood Antisocial Behavior, Isley Jean-Pierre Aug 2026

Investigating The Links Between Iq, Emotion Dysregulation, And Respiratory Sinus Arrhythmia In Childhood Antisocial Behavior, Isley Jean-Pierre

Student Theses

This study examined relationships among cognitive ability, emotion dysregulation, physiological regulation, and antisocial behavior. Participants were 340 children ages 7-10. Caregivers reported on emotion regulation, aggression, and delinquency, and children completed cognitive assessments. Intellectual profiles were classified as even or uneven. No significant differences in aggression or delinquency were found between intellectual profiles. Emotion Regulation Checklist scores mediated relationships between VIQ and both aggression and delinquency. Resting RSA mediated the relationship between VIQ and delinquency, although the indirect effect was small, whereas RSA reactivity did not mediate either outcome. Overall, findings suggest that emotion regulation may be a more consistent …


The Moderating Effect Of Facial Recognition Ability On The Post-Identification Feedback Effect, Benjamin Martell Aug 2026

The Moderating Effect Of Facial Recognition Ability On The Post-Identification Feedback Effect, Benjamin Martell

Student Theses

Abstract

Researchers have long understood the contaminating impact that feedback given to an eyewitness regarding their lineup identification has on a host of testimony-relevant retrospective judgments (Steblay et al., 2014; Wells & Bradfield, 1998). This phenomenon-the Post Identification Feedback Effect- has been influential in informing policy that seeks to reduce the number of false identifications and subsequent miscarriages of justice (Dysart et al., 2012). The present study aims to further our understanding and application of the post-identification feedback effect by investigating how a factor specific to the eyewitness, facial recognition ability, may moderate this effect. The present study failed to …


Variability In Eligibility And Outcomes: A Cross-Comparison Of New York City Mental Health Courts, Caitlin Sanders Aug 2026

Variability In Eligibility And Outcomes: A Cross-Comparison Of New York City Mental Health Courts, Caitlin Sanders

Student Theses

Mental health courts (MHCs) represent a critical diversion mechanism for justice-involved individuals with serious mental illness (SMI), yet substantial variability in eligibility criteria, assessment practices, and program structure limits our understanding of how court-level policies shape participant access and outcomes. This exploratory study provides the first systematic cross-borough comparison of all five New York City MHCs, achieving a 100% response rate across courts. Using an adapted version of a statewide MHC survey instrument, data were collected from court representatives via structured survey administration and supplemental interviews. Findings indicate significant variation across courts in legal and clinical eligibility criteria, assessment personnel …


Ruslan-M: Longitudinal Multimedia Corpus Of Early Child Speech In Russian, Mariia Diachkova, Valeriya Lelik, Svetlana V. Dorofeeva, Anastasiya Lopukhina, Olga Dragoy, Irina A. Sekerina Aug 2026

Ruslan-M: Longitudinal Multimedia Corpus Of Early Child Speech In Russian, Mariia Diachkova, Valeriya Lelik, Svetlana V. Dorofeeva, Anastasiya Lopukhina, Olga Dragoy, Irina A. Sekerina

Publications and Research

This article presents the Russian Language-Monolingual corpus (RusLan-M, v.1.0), a longitudinal multimedia collection of early child speech from two Russian-speaking monolingual children: Tosya (ages 0;10–3;10, 246 recordings) and Yasha (ages 1;04–3;00, 42 recordings). The corpus consists of approximately 41 h (2,454 min.) of video recordings and 35,386 child utterances, available with transcriptions in the CHAT format on TalkBank. The corpus adheres to strict ethics requirements for data sharing with anonymization. We also conducted two exploratory investigations of the acquisition of Russian morphology using the mean length of utterance (MLU) and the newly developed Index of Productive Syntax for evaluating grammatical …


Info 7001: Technology Of Information, S E. Hackney Aug 2026

Info 7001: Technology Of Information, S E. Hackney

Open Educational Resources

BULLETIN DESCRIPTION INFO 7001. The Technology of Information. 3 hr.; 3cr. The course will introduce the conceptual and practical elements of visual and computer literacy for the library and information science profession. Particular attention will be paid to libraries and information centers.

EXPANDED COURSE DESCRIPTION The evolution into the age of information has created a requirement that professional librarians establish and steadily increase their understanding of four areas of literacy: oral, print, visual, and technology. Professional training has long been concentrated on the oral and printed aspects of information with some minor attention to the visual and technological. Library and …


Enabling Asl Digital Communication Under Poor Internet Access, Swann Thantsin Aug 2026

Enabling Asl Digital Communication Under Poor Internet Access, Swann Thantsin

Student Theses

Video conferencing degrades asymmetrically. When bandwidth falls, a hearing caller loses picture quality and keeps the conversation; a deaf and hard of hearing signer, whose language is carried entirely in the visual modality, loses the conversation. This thesis asks whether signed video reduced to the rates at which commercial platforms fail can be reconstructed at the receiver well enough to keep signing legible. A twostage reduction pipeline crops to the signer and transmits the face and hands at higher fidelity than their surroundings, achieving a reduction of approximately 99%; reconstruction uses a recurrent bottleneck mixer architecture, trained both conventionally and …


Tubuh Yang Mengingat (The Body Remembers): Ecology, Ritual, And Embodied Memory In Contemporary Cirebon Mask Performance, Prameswari Mrajabwana Aug 2026

Tubuh Yang Mengingat (The Body Remembers): Ecology, Ritual, And Embodied Memory In Contemporary Cirebon Mask Performance, Prameswari Mrajabwana

Theses and Dissertations

Tubuh yang Mengingat (The Body Remembers) is a single-channel, site-specific performance film set across coastal and extractive landscapes in Cirebon, West Java, Indonesia. Reinterpreting the five transformations of Cirebonese mask dance—Panji, Pamindo, Rumyang, Tumenggung, and Kelana—the project examines how colonial extraction, ecological deterioration, and systems of social regulation continue to shape embodied experience materially and somatically. Drawing from Karen Barad’s concept of intra-action and Stacy Alaimo’s notion of trans-corporeality, the work approaches body, land, technology, and history as relationally entangled rather than separate entities. Through live biodata sonification generated from environmental sensors and bodily movement, the film establishes …


Queer Postsecular Conocimiento: Anzaldúan Readings Of Time, Spirituality, And Transformation In Nugent, Vuong, And Herrera, Joshua A. Swem Aug 2026

Queer Postsecular Conocimiento: Anzaldúan Readings Of Time, Spirituality, And Transformation In Nugent, Vuong, And Herrera, Joshua A. Swem

Theses and Dissertations

An overreliance on secularism within the field of queer theory and a denial of spiritual epistemologies prevent deep, alternative, and transformative strategies of analyzing literature. It can regurgitate oppressive ideology in academia. In this work, I synthesize Gloria Anzaldúa’s theoretical concepts of mestiza consciousness, nepantla, la facultad, and el cenote with José Esteban Muñoz’s queer temporality and futurity as a framework to engage with literary texts in queer, postsecular ways, freeing up fresh insights and polysemic perspectives. I argue that in  "Smoke, Lilies, and Jade" by Richard Bruce Nugent, Signs Preceding the End of the World by Yuri …


Green Extractivism And The Discursive Legitimization Of Deep-Sea Mining In The Clarion-Clipperton Zone, Kaitlyn Maritan Aug 2026

Green Extractivism And The Discursive Legitimization Of Deep-Sea Mining In The Clarion-Clipperton Zone, Kaitlyn Maritan

Theses and Dissertations

This thesis critically examines deep-sea mining as an example of green extractivism, constructed through narratives of responsible mining practices. A content analysis assesses the discursive tactics of four actors in the emerging industry; how they collectively legitimize deep-sea mining and manage the contradictions of sustainability and extractivism.


The Introduction Of High-Speed Rail And Its Impact On Mode Choice The Case Of Morocco’S Al Boraq, Michael Stewart Aug 2026

The Introduction Of High-Speed Rail And Its Impact On Mode Choice The Case Of Morocco’S Al Boraq, Michael Stewart

Theses and Dissertations

Morocco's Al Boraq, Africa's first high-speed rail line, reshaped mode choice along the Casablanca-Tangier corridor. Drawing on ONCF ridership data, 234 rider surveys, and nine months of fieldwork, this ex-post assessment finds accelerated passenger growth, substantial induced demand, and mode shift from automobiles, informing Global South HSR development.


Antiviral Activity Of The Polyene Macrolide Roseofungin Against Influenza A Virus: In Vitro, In Ovo, And Preliminary In Vivo Evaluation, Ahdrey P. Bogoyavlenskiy, Vladimir Berezin, Pavel Alexyuk, Madina Alexyuk, Irina Zaitseva, Aidar Mukhametkaliyev, Yergali Moldakhanov, Elmira I. Anarkulova, Timur Kerimov, Vyacheslav Dushenkov Aug 2026

Antiviral Activity Of The Polyene Macrolide Roseofungin Against Influenza A Virus: In Vitro, In Ovo, And Preliminary In Vivo Evaluation, Ahdrey P. Bogoyavlenskiy, Vladimir Berezin, Pavel Alexyuk, Madina Alexyuk, Irina Zaitseva, Aidar Mukhametkaliyev, Yergali Moldakhanov, Elmira I. Anarkulova, Timur Kerimov, Vyacheslav Dushenkov

Publications and Research

Roseofungin, a polyene macrolide antibiotic produced by Streptomyces roseoflavus, was evaluated for antiviral activity against Influenza A virus using complementary in vitro, in ovo, and preliminary in vivo toxicity models, supported by molecular docking and molecular dynamics simulations. The compound exhibited antiviral activity against multiple influenza A virus subtypes, including an oseltamivir-resistant H1N1 strain, with EC50 values ranging from 2.0 to 2.5 μg/mL and selectivity indices of 20–25. Functional assays demonstrated that roseofungin interfered with early stages of the viral life cycle by reducing viral adsorption and partially inhibiting neuraminidase activity. In virucidal assays, treatment with roseofungin resulted …


Ssw 701.50: Social Welfare Policy, Ian G. Williams Aug 2026

Ssw 701.50: Social Welfare Policy, Ian G. Williams

Open Educational Resources

This syllabus is an Open Educational Resources (OER) remixed version of SSW 701.50: Social Welfare Policy, which is taught at the Silberman School of Social Work at Hunter College. This version updated the content and integrated additional OER materials, as part of the Summer 2026 cohort of The Open Knowledge Fellowship at the Mina Rees Library. It is a Zero-Textbook (ZTC) cost course and integrates materials from a range of academic disciplines. Official course description is as follows:

"This foundation course furnishes you with the orienting knowledge and skills needed to examine social welfare policies and to understand their relevance …


Generative Ai Adoption And Perceived Academic Impact Among Undergraduate Students: A Cross-National Study In Indonesia, Tajikistan, And The United States, Vyacheslav Dushenkov, Ernawati Sinaga, Astri Rozanah Siregar, Alamkhon Akhmedov, Saidbeg Satorov Jul 2026

Generative Ai Adoption And Perceived Academic Impact Among Undergraduate Students: A Cross-National Study In Indonesia, Tajikistan, And The United States, Vyacheslav Dushenkov, Ernawati Sinaga, Astri Rozanah Siregar, Alamkhon Akhmedov, Saidbeg Satorov

Publications and Research

Generative artificial intelligence (AI) is rapidly transforming higher education, yet comparative evidence from diverse international settings remains limited. This cross-national study examined undergraduate students’ adoption and perceived academic impact of generative AI tools at institutions in Indonesia, Tajikistan, and the United States. A harmonized online survey was administered to 584 undergraduates during Spring 2026 (Indonesia n = 235; Tajikistan n = 226; United States n = 123). The survey assessed AI familiarity, adoption patterns, frequency and purpose of use, perceived academic impact, and factors encouraging AI engagement. AI adoption differed significantly across sites, with the highest adoption observed in Indonesia …


Vestirse Con Un Cuadro”: El Mantón De Manila En La Encrucijada Entre Tradición Y Modernidad En Fortunata Y Jacinta De Benito Pérez Galdós, Ines Corujo Martin Jul 2026

Vestirse Con Un Cuadro”: El Mantón De Manila En La Encrucijada Entre Tradición Y Modernidad En Fortunata Y Jacinta De Benito Pérez Galdós, Ines Corujo Martin

Publications and Research

Este artículo analiza la relevancia sociocultural que adquirió el mantón de Manila en la España de finales del siglo XIX, tomandocomo punto de partida las diversas representaciones de esta prenda en la novela Fortunata y Jacinta(1887) de Benito Pérez Galdós. Como se propone, el mantón, prenda de origen asiático cuyo surgimiento está ligado a la ruta comercial colonial de los Galeones de Manila, constituye en el texto galdosiano un objeto clave para explorar algunos de los debates centrales del imaginario cultural finisecular en torno a la identidad nacional, forjada entre el tradicionalismo y la modernidad. El llamativo accesorio, ligado a …


Notes From The Field - Conference Proceedings, Summer Fellows 2025, Center For Latin American, Caribbean, And Latino Studies (Clacls) Jul 2026

Notes From The Field - Conference Proceedings, Summer Fellows 2025, Center For Latin American, Caribbean, And Latino Studies (Clacls)

Center for Latin American, Caribbean, and Latino Studies

CLACLS presents proceedings papers from the third CLACLS Summer Fellows Showcase Conference, held on November 12, 2025.

The daylong event showcased the research endeavors of fourteen Summer Fellows, who offered succinct presentations on their projects funded by the CLACLS Summer fellowship. The included three panels: “Feminist and Queer Critical Perspectives”, “Language, Archive and Power”, “Social Movements and Political Imaginations.”


Signal And Substance: Why Methodological Sophistication Fails To Guarantee Inference, Aamir Rashid, Rizwana Rasheed Jul 2026

Signal And Substance: Why Methodological Sophistication Fails To Guarantee Inference, Aamir Rashid, Rizwana Rasheed

Publications and Research

Despite increasing analytical sophistication, empirical research in organization studies continues to suffer from fragile inference, uneven theoretical accumulation, and contested credibility. This paper seeks to explain why these problems persist by shifting attention from authors’ methodological choices to the evaluative dynamics of peer review. Adopting a conceptual and theory-analytic approach, the paper theorizes peer review as an inferential gatekeeping system. Drawing on research design, theory evaluation, and philosophy-of-science literatures, this study develops an analytical framework to examine how evaluative routines shape what constitutes empirical rigor during the review process. The analysis identifies five recurring reviewer blind spots: inferential scope inflation, …


Older Adults' Caregiving Expectations For The Future, Smita Ekka Dewan, Derek Tice-Brown, Janna C. Heyman, Henry J. Davis, Colette Phipps, Joanne Mcmahon, Laura Sutter, Ye Feng, Jacqueline Heyde Jul 2026

Older Adults' Caregiving Expectations For The Future, Smita Ekka Dewan, Derek Tice-Brown, Janna C. Heyman, Henry J. Davis, Colette Phipps, Joanne Mcmahon, Laura Sutter, Ye Feng, Jacqueline Heyde

Publications and Research

The purpose of this cross-sectional study was to explore older adults' perception of caregiver stress and their anticipation of becoming a caregiver (N = 723). Bivariate analyses revealed that perceived caregiving stress was higher among older adults who were females, White/Non-Hispanics, with chronic health conditions, who had experienced prior physical and financial caregiving burdens and was lower among those with just a high school degree. Multivariate analyses revealed that perceived caregiving stress levels remained higher only for those with past experience with physical caregiving, those with chronic health conditions, older females and White/Non-Hispanic older adults. The overall model was …


Ai-Resistant And Ai-Resilient Assessment In Higher Education: A Systematic Review Of Validity-Grounded Strategies, Institutional Frameworks, And Equity Implications, Asrat Genet Amnie Jul 2026

Ai-Resistant And Ai-Resilient Assessment In Higher Education: A Systematic Review Of Validity-Grounded Strategies, Institutional Frameworks, And Equity Implications, Asrat Genet Amnie

Publications and Research

The emergence of large language models has precipitated a fun damental disruption to higher education assessment. Conventional instruments are susceptible to AI-assisted completion, threatening construct validity across disciplines and institutional contexts. When submitted work reflects AI capability rather than student competency, the inferential chain from performance to qualifica tion is invalidated – a problem of design rather than detection. This systematic review makes two contributions. First, it theorises and grounds the distinction between AI-resistant assessment, which seeks to prevent or impede AI access through containment, and AI-resilient assessment, which assesses genuine human cogni tive performance of intrinsic educational value regardless …