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2026

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Examining Ketamine's Differential Impact On Posttraumatic Stress Disorder Symptoms Using The Ptsd Checklist For Dsm-5, Samantha G. Gomez Jan 2026

Examining Ketamine's Differential Impact On Posttraumatic Stress Disorder Symptoms Using The Ptsd Checklist For Dsm-5, Samantha G. Gomez

Electronic Theses & Dissertations (2024 - present)

Posttraumatic stress disorder (PTSD) can be a debilitating and chronic condition. Current gold standard treatments are effective but face high dropout rates. Ketamine therapy is a promising and alternative treatment for those struggling with PTSD symptoms. Prior research has indicated significant reductions in overall PTSD symptoms. However, research regarding symptom-specific changes following ketamine therapy is limited. The present study aimed to extend previous work by MacConnel and colleagues (2025) regarding significant decreases in total PTSD Checklist for DSM-5 (PCL-5) scores following ketamine treatment at an outpatient ketamine center, as well as examine potential symptom-specific changes. A final sample of 142 …


Initial Development Of Contextualized Social-Emotional Learning Assessment Tool For The Indonesian School, Nisrina Nurika Agustin Jan 2026

Initial Development Of Contextualized Social-Emotional Learning Assessment Tool For The Indonesian School, Nisrina Nurika Agustin

Electronic Theses & Dissertations (2024 - present)

As social-emotional learning (SEL) becomes increasingly integrated into the Indonesian national curriculum, a significant gap remains regarding culturally grounded tools to measure student progress. Current assessments often rely on Western-centric frameworks that prioritize individualistic traits over the collectivist values—such as communal harmony and the 5S tradition—prevalent in Indonesian schools. This study aimed to develop and provide initial item generation for a localized SEL assessment tool for primary school students (Grades 1–3). Utilizing a Deductive Qualitative Analysis (DQA) design, the research drew upon the CASEL framework for structural alignment while employing inductive methods to ensure cultural relevance. Data were collected through …


Rethinking Theories Of Political Discourse: The Limitations Of The Deliberative-Agonistic Split, Connor Moran Jan 2026

Rethinking Theories Of Political Discourse: The Limitations Of The Deliberative-Agonistic Split, Connor Moran

Electronic Theses & Dissertations (2024 - present)

What are “theories of political discourse,” why do they matter to political theory, and where do current ones fall short? This dissertation mines the existing resources availed by contemporary democratic theory in order to respond to the discursive challenge of “pernicious polarization,” particularly in the United States. The most comprehensive and influential theories of political discourse today have been furnished by the almost 40-year debate between deliberative democracy and agonism, both of which offer normative models centered on ameliorating the quality of political discourse.

The key finding of the dissertation is that the foundational works of the deliberative-agonistic split lack …


The Chemistry Of Red Lipstick: The Impact Red Lipstick Has On Society, Lilliana Weldeslassie Jan 2026

The Chemistry Of Red Lipstick: The Impact Red Lipstick Has On Society, Lilliana Weldeslassie

Electronic Theses & Dissertations (2024 - present)

Cosmetic chemistry is deeply embedded in everyday life, shaping the products people use from morning to night. Among these, red lipstick stands out as a formulation that blends complex chemistry with a cultural meaning. This thesis examines the scientific foundations of red lipstick through its chemical composition, pigment structure, toxicological history, analytical methods, and evolving sustainability practices. Historically, red lipsticks relied on high-risk ingredients such as lead, mercury, and other toxic metals, reflecting an era before chemical safety and regulatory oversight were incorporated.21 Modern formulations have established safer synthetic dyes, natural waxes, plant-based oils, and stabilizers created to optimize …


Classification, Service Provision, And Early Academic Skills Of Early Elementary School Students Who Received Services As A Preschool Student With A Disability, Meghan Conboy Jan 2026

Classification, Service Provision, And Early Academic Skills Of Early Elementary School Students Who Received Services As A Preschool Student With A Disability, Meghan Conboy

Electronic Theses & Dissertations (2024 - present)

Youth with disabilities benefit from coordinated supports and services, particularly during early childhood when they are developing foundational abilities that will influence their developmental trajectory (Early Childhood Technical Assistance Center, 2015; Sandall et al., 2005). Preschool-aged students who enter kindergarten with adequately developed pre-academic skills are more likely demonstrate high performance levels in academic domains throughout compulsory education compared to peers with low pre-academic skills (Christensen et al., 2020; Fitzpatrick, 2017; Hair et al., 2006; Tavassolie et al., 2022). However, despite the knowledge that both preschool programs and high-quality and effective early intervention benefit children across their lifetime, limited research …


Understanding Support And Success: A Cross-Group Analysis Of Student Support Services And Nontraditional Graduate Student Experience, Erica Shudt Jan 2026

Understanding Support And Success: A Cross-Group Analysis Of Student Support Services And Nontraditional Graduate Student Experience, Erica Shudt

Electronic Theses & Dissertations (2024 - present)

This study explored how nontraditional graduate students perceive their experiences with student support services within a Research 1, public university. The purpose of this study was to understand how these services impact their overall academic experience. Findings from semi-structured interviews with nontraditional graduate students and student support staff using a qualitative approach revealed four themes. These themes included (1) a shared emphasis on connection and belonging, (2) flexibility as a foundation for support and success, (3) individualized student-centered support, and (4) the acknowledgement of nontraditional student support identity. Both groups identify that meaningful support is within relationships with faculty and …


Bioinformatic Identification And Analysis Of Shared Splicing Errors In Myotonic Dystrophy Type (Dm1) And Fuchs' Endothelial Corneal Dystrophy (Fecd), Carter I. Wilkins Jan 2026

Bioinformatic Identification And Analysis Of Shared Splicing Errors In Myotonic Dystrophy Type (Dm1) And Fuchs' Endothelial Corneal Dystrophy (Fecd), Carter I. Wilkins

Electronic Theses & Dissertations (2024 - present)

Myotonic dystrophy type 1 (DM1) is an autosomal dominant form of muscular dystrophy, and it is the most common form of adult-onset muscular dystrophy. The disease is the result of CTG trinucleotide repeats (TNR) in the 3’UTR of the dystrophia myotonica protein kinase (DMPK) gene. This produces toxic RNA hairpin structures by CUG repeat expansions that sequester proteins–most relevantly muscleblind-like 1 (MBNL)–that regulate alternative RNA splicing. The missplicing of a wide variety of genes results in the symptoms such as myotonia (rigidity of the muscles), atrophy, and cardiac failure.

Fuchs’ Endothelial Corneal Dystrophy (FECD) is characterized by progressive loss and …


Reviving Southern Divides: Multilevel Explorations Of Gentrification’S Role In School Resegregation In Tallahassee, Florida From 1999 – 2015, Ola U. Kalu Jan 2026

Reviving Southern Divides: Multilevel Explorations Of Gentrification’S Role In School Resegregation In Tallahassee, Florida From 1999 – 2015, Ola U. Kalu

Electronic Theses & Dissertations (2024 - present)

This dissertation examines whether neighborhood gentrification in Tallahassee reshaped Title I elementary schools by improving academic outcomes, changing who enrolled, or both, from 1999 to 2015. Using Bronfenbrenner's Ecological Systems Model as a conceptual scaffold, the study situates schools within their neighborhood and district contexts across three nested analytical levels. A two-wave panel design using 2010 and 2015 school-year observations is linked to a 2000 Census baseline to connect school data with spatially weighted neighborhood change indicators. Mixed-effects multilevel models and fixed-effects robustness checks estimate the associations between neighborhood change indicators and two continuous dependent variables: standardized ELA achievement and …


Constructing The Political “Other”: Affective Polarization And Cross-Ideological Portrayals On Instagram, Amanda M. Novellin Jan 2026

Constructing The Political “Other”: Affective Polarization And Cross-Ideological Portrayals On Instagram, Amanda M. Novellin

Electronic Theses & Dissertations (2024 - present)

Instagram has frequently been characterized by users as a platform that permits the circulation of hostile and adversarial political content due to comparatively limited moderation practices. In January 2025, Meta CEO Mark Zuckerberg announced changes to content moderation policies on Facebook and Instagram, including the removal of third-party fact-checking mechanisms. These platform-level changes further reshaped the political information environment in which online discourse occurs. However, even prior to these policy changes, Instagram had established itself as a prominent space for highly polarized political expression across the ideological spectrum.

This thesis examines how political polarization in the United States is reflected …


From The Classroom To The Workplace: The Role Of Internships In Shaping Student Values, Jasmine Williams Jan 2026

From The Classroom To The Workplace: The Role Of Internships In Shaping Student Values, Jasmine Williams

Honors College Theses

A significant degree of research on workplace values has been conducted to better understand how employees are motivated in the hopes of reducing turnover. There also exists a significant body of literature on how internships impact career outcome and can effectively prepare students for the workforce. However, previous studies have not explored the differences between students who have completed internships in comparison to those who have not. The goal of this research is to determine whether internships create a significant impact on students’ workplace values (e.g. intrinsic, extrinsic, altruistic, and social) when compared to students who have not completed an …


Exploring Academic Burnout In Georgia Southern University Nursing Students, Gwyneth A. Green Jan 2026

Exploring Academic Burnout In Georgia Southern University Nursing Students, Gwyneth A. Green

Honors College Theses

This project aims to explore the burnout that nursing students experience while going through nursing school. There are plenty of stressors that affect nursing students and their performance in the classroom, so the goal is to identify these stressors and find ways to cope with them to improve classroom performance and decrease the number of students who quit while in school. Finding ways to make nursing school a better experience overall will help improve the outcomes coming out of school and starting to work. A survey was given to research multiple cohorts in the Georgia Southern University Nursing program to …


Undermining Discretion: The Selective Attacks On Progressive Prosecutors, Angela J. Davis Jan 2026

Undermining Discretion: The Selective Attacks On Progressive Prosecutors, Angela J. Davis

Cardozo Law Review

Prosecutors are the most powerful officials in the criminal legal system. They decide whether to bring criminal charges and what those criminal charges should be. These decisions are totally within their discretion. The U.S. Supreme Court has consistently protected the power and discretion of prosecutors in making these decisions, and legal challenges to the exercise of prosecutorial discretion have been largely unsuccessful.

In recent years, a growing number of individuals have successfully run for chief prosecutor on platforms of reducing the prison and jail populations, consistent with public safety. They pledged to use their power and discretion to implement policies …


Quantum Ai And The Future Of Corporate Law, Michael R. Siebecker Jan 2026

Quantum Ai And The Future Of Corporate Law, Michael R. Siebecker

Cardozo Law Review

As quantum computing and AI surge toward mainstream adoption, how corporate directors satisfy their duties of care and oversight requires some fiduciary recalibration. The current fiduciary framework that allows directors to escape liability absent “gross negligence” or “utter failure” in oversight may no longer be defensible in a world where advanced analytics offer unprecedented capacity to model, monitor, and foresee significant corporate risks. Behavioral economics makes clear that humans (including corporate managers) remain vulnerable to a variety of biases and heuristics shortcuts in decision making. Technological evolution provides the means to correct such cognitive distortions if boards take an active …


Racial Bias In Collateral Report Of Adhd Symptom Endorsement, Teresa Mejia Jan 2026

Racial Bias In Collateral Report Of Adhd Symptom Endorsement, Teresa Mejia

Electronic Theses & Dissertations (2024 - present)

Attention-Deficit/Hyperactivity Disorder (ADHD) is the most frequently diagnosed mental health condition among children in the United States. However, prevalence rates in the diagnosis and treatment of ADHD are unequal across populations. Specifically, the literature has demonstrated consistent variability in symptom endorsements and diagnosis dependent on a child’s demographic factors (i.e., race, gender, age). A diagnosis of ADHD requires that the diagnostic criteria be met in at least two aspects of a child's life, usually the school and home environments. As such, teacher reports are commonly used in the assessment of ADHD for children and adolescents. Given the challenges in obtaining …


Becoming-With The Earth: Contemplative Practice As A Critical Onto-Epistemic Resource For Planetary Belonging, Care, And World-Making, Megan M. Fowler Jan 2026

Becoming-With The Earth: Contemplative Practice As A Critical Onto-Epistemic Resource For Planetary Belonging, Care, And World-Making, Megan M. Fowler

Electronic Theses & Dissertations (2024 - present)

In an era of accelerating planetary crisis, social work is called to reimagine its theories, methods, and practices beyond anthropocentric frameworks that separate human wellbeing from the health of the Earth and its resplendent living systems. Working in the space of transformative eco-social work, a growing chorus of voices contends that eco-centric responses require broadening the scope of health, welfare, justice, and care to extend beyond the human, to include the more-than-human world upon which all life intimately depends—understandings resonant with Indigenous and other relational knowledge systems long marginalized by colonialist-capitalist-modernity. Drawing from eco-feminist, eco-queer, decolonial, and post-anthropocentric lineages of …


The Communicative Constitution Of Resilience In Graduate-Student Parenthood: Ventriloqual Analysis, Intersectionality, And Sociomaterial Assemblages, Lin Lin Jan 2026

The Communicative Constitution Of Resilience In Graduate-Student Parenthood: Ventriloqual Analysis, Intersectionality, And Sociomaterial Assemblages, Lin Lin

Electronic Theses & Dissertations (2024 - present)

Graduate education is often organized around norms of uninterrupted productivity, flexibility, and professional availability, making graduate study especially challenging for students who are simultaneously raising children. Although prior research has documented the structural barriers faced by graduate student parents (GSPs), less attention has been paid to how resilience is communicatively enacted within the intersection of academic work and family life. This dissertation examines how GSPs communicatively constitute resilience while navigating work-life disruptions. Drawing on Communication Theory of Resilience (CTR) and the communicative constitution of organizations (CCO) perspective, particularly ventriloqual analysis, this study explores how resilience emerges through interactions among human …


A Moderated Mediation Analysis Of Mental Health Literacy, Personal Stigma, And Gender On Help-Seeking Intentions In College Students, Anna M. Gentile Jan 2026

A Moderated Mediation Analysis Of Mental Health Literacy, Personal Stigma, And Gender On Help-Seeking Intentions In College Students, Anna M. Gentile

Electronic Theses & Dissertations (2024 - present)

Although many college students experience mental health challenges, help-seeking rates remain disproportionately low relative to reported need (Abelson et al., 2022). Identifying factors that facilitate help-seeking is critical for improving access to mental health support in this population. Prior research has identified mental health literacy as a significant predictor of help-seeking behavior and intentions among college students (Gorczynski et al., 2017; Smith & Shochet, 2011), whereas personal stigma, which is defined as a person’s negative attitude towards people with mental health concerns (Griffiths et al., 2006), has been consistently associated with reduced help-seeking (Abelson et al., 2022). Grounded in the …


From Written Curriculum To Classroom Practice: Teacher Supplementation In The Teaching Of American Slavery In Florida And New York, Matthew T. Maloof Jan 2026

From Written Curriculum To Classroom Practice: Teacher Supplementation In The Teaching Of American Slavery In Florida And New York, Matthew T. Maloof

Electronic Theses & Dissertations (2024 - present)

This study examined how K–12 public school teachers in Florida and New York perceived the adequacy of curriculum standards and instructional materials for teaching American slavery, how they responded when those materials were perceived as limited, and how the standards and materials aligned with Shuster’s (2018) Ten Key Concepts for Teaching American slavery. Using a qualitative multi-method design, the study combined qualitative survey research with document analysis. Teachers’ open-ended survey responses were analyzed through a Modified Grounded Theory approach, while curriculum standards and instructional materials were analyzed in relation to Shuster’s framework. The final sample included 41 teachers, including 20 …


Psychometric Assessment Of The Facilitative Systemic Intervention Skills Rating System– Spanish Version, Sarah J. Crosky Jan 2026

Psychometric Assessment Of The Facilitative Systemic Intervention Skills Rating System– Spanish Version, Sarah J. Crosky

Electronic Theses & Dissertations (2024 - present)

Despite the growing understanding of therapist factors in client outcomes, there remains limited understanding of the skills that distinguish effective family therapists. The aim of the present study was to assess the interrater reliabilities and factorial structure of a Spanish version of the Facilitative Systemic Intervention Skills (FSIS; Jones et al., 2023a), an observational rating system for evaluating the skillfulness of family therapists in delivering systemic interventions. The FSIS includes eight empirically and theoretically informed systemic therapy skills (Inclusiveness, Empathy for Relational Difficulties, Responsiveness to Safety Concerns, Collaborative Stance, Conceptualizing Family Problems Systemically, Responsiveness to Disparate Goals, Focus on Family …


Cognate Awareness Training For Novice L2 Learners: Orthographic And Phonological Routes To Vocabulary Learning, Jennifer M. Martin Jan 2026

Cognate Awareness Training For Novice L2 Learners: Orthographic And Phonological Routes To Vocabulary Learning, Jennifer M. Martin

Electronic Theses & Dissertations (2024 - present)

Within the study of cross-linguistic influence, research on cognate facilitation has consistently shown that proficient bilinguals process cognates (e.g., English “sock” and German “Socke”) more efficiently than non-cognates. However, less is known about how novice adult learners may benefit from these similarities during the earliest stages of second language acquisition or how instructional interventions might facilitate this process. This dissertation addressed this gap through experiments with English-speaking adults learning German. A series of experiments examined the effects of cross-linguistic similarity and explicit cognate awareness training on vocabulary acquisition. Experiment 1A found robust similarity effects in written recall and …


A Comprehensive Investigation Of Service Utilization In Innovative Models Of Hepatitis C Care And Treatment For Persons Who Inject Drugs In New York State, Amanda C. Sue Jan 2026

A Comprehensive Investigation Of Service Utilization In Innovative Models Of Hepatitis C Care And Treatment For Persons Who Inject Drugs In New York State, Amanda C. Sue

Electronic Theses & Dissertations (2024 - present)

Hepatitis C virus (HCV) is the most prevalent blood-borne infection in the United States and is primarily transmitted through the sharing of unsterilized drug injection equipment. With surges in opioid overdose deaths, there has been an increase in people diagnosed with HCV that can be attributed to persons who inject drugs (PWID) in the United States. PWID have therefore been identified as a priority population to achieve the goal of eliminating HCV as a public health threat. Despite the availability of safe and effective direct-acting antiviral (DAA) therapies that can cure people with HCV, uptake of HCV treatment in PWID …


Victimized And Criminalized: The Intertwined Narratives Of Trauma And Offending, Caitlin Maria Udas Jan 2026

Victimized And Criminalized: The Intertwined Narratives Of Trauma And Offending, Caitlin Maria Udas

Electronic Theses & Dissertations (2024 - present)

How do pathways between childhood victimization, drug use, and offending behavior vary for recordholders of different races and genders? Prior literature and theory indicates that there are distinct processes that can link childhood victimization to drug use and other offending behavior. These processes are rooted at least partially in experiences of racism/discrimination, placement relative to sociocultural power structures, and norms established over one’s childhood through peer and familial influences. However, less is known about how these differ by race, gender, and the intersection thereof. This dissertation examines the intersectional differences in narrative pathways that link childhood victimization, drug use, and …


Through Our Eyes: An Exploration Of Hope Among Opportunity Youth, Judith L. Fenlon Jan 2026

Through Our Eyes: An Exploration Of Hope Among Opportunity Youth, Judith L. Fenlon

Electronic Theses & Dissertations (2024 - present)

Opportunity youth—young people aged 16–24 who are disconnected from both school and employment—experience significant barriers to successful transitions into adulthood. Existing research has largely focused on deficits, risk factors, and outcomes associated with disconnection, often overlooking the strengths, resilience, and aspirations of these young people. Hope has been identified as a critical factor associated with educational achievement, psychological well-being and future orientation; however, little research has explored how opportunity youth experience hope in the context of systemic inequities. The purpose of this study was to explore the lived experience of hope among low-income opportunity youth and to examine the factors …


Masses And The Gothic In The English Novel: 1700-1820, Szu Ying Chen Jan 2026

Masses And The Gothic In The English Novel: 1700-1820, Szu Ying Chen

Electronic Theses & Dissertations (2024 - present)

This dissertation studies the eighteenth-century English novel and expands the understanding of realism by rereading realist novels through Gothic representations of the masses. The conventional understanding of realism is shaped by Ian Watt’s canonical concept of “formal realism” in The Rise of the Novel and Jürgen Habermas’s conception of the bourgeois public sphere. It identifies realism with a vision of civility grounded in the modern individual and bourgeois social reality. However, the masses and the Gothic challenge this conception of the novel’s realism by representing the social as constituted by collective agency, political violence, and struggles over power rather than …


The Connect, Control, And Teach Framework: Parenting Recommendation Evaluations And Socioeconomic Context, Kyla I. Schmidt Jan 2026

The Connect, Control, And Teach Framework: Parenting Recommendation Evaluations And Socioeconomic Context, Kyla I. Schmidt

Electronic Theses & Dissertations (2024 - present)

This study examined whether parents evaluated parenting recommendations designed to reflect three proposed parenting orientations, Connect, Control, and Teach, differently and whether socioeconomic status (SES) was associated with their evaluations. In a cross-sectional survey, parents rated recommendations presented across three parenting scenarios involving bedtime, clean-up, and tantrums. The primary analytic sample comprised 158 parents. Ratings assessed perceived effectiveness, resemblance to respondents’ parenting styles, and endorsement as good parenting. Mixed-effects analyses did not identify reliable differences among the three proposed recommendation categories on the primary outcomes. Objective SES was modestly associated with lower perceived effectiveness ratings overall, but it did not …


Beyond Exposure: Belief In Police Misinformation, Media Consumption, And Support For Policing Reform, Linda Balcarova Dietz Jan 2026

Beyond Exposure: Belief In Police Misinformation, Media Consumption, And Support For Policing Reform, Linda Balcarova Dietz

Electronic Theses & Dissertations (2024 - present)

In today’s post-truth era, misinformation has become a central feature of modern society. While not a new phenomenon, the 2024 Presidential election demonstrated what a serious problem it represents, as public perceptions were driven more by information they received (true or false) than by objective social conditions. Policing is one of the most debated topics in criminal justice, dividing public opinion along partisan and racial lines. Studies show that the information people receive about police shapes their attitudes, yet criminologists have largely overlooked how misinformation may influence those views. This dissertation fills that gap by experimentally testing how exposure to …


Sexuality Education In An Age Of Resistance: Reflections At The Nexus Of Education, Health And Rights, Sarah Vrankovich, Katrina Marson, Giselle Woodley, Jordina Quain, Hanna Saltis Jan 2026

Sexuality Education In An Age Of Resistance: Reflections At The Nexus Of Education, Health And Rights, Sarah Vrankovich, Katrina Marson, Giselle Woodley, Jordina Quain, Hanna Saltis

Research outputs 2022 to 2026

Comprehensive sexuality education (CSE) is internationally recognised as essential to public health and young people’s rights. Yet its implementation in Australia and globally is increasingly undermined by conservative backlash, moral panic and political interference. This paper offers a critical reflection on the current landscape of CSE, drawing on insights from a panel discussion at the 2025 World Association for Sexual Health congress, and collaborative analysis. As early-career researchers, sexologists and practitioners working across education, communications, public health and sexual violence prevention, we utilise our collective experience to examine how various influences shape and constrain the delivery of CSE. We map …


Stakeholder Perceptions Of The Feasibility Of E-Portfolio-Based Assessment Of Physical Literacy In Primary Health And Physical Education, Jaxon Hogan, Dawn Penney, Eibhlish O’Hara, Joseph Scott Jan 2026

Stakeholder Perceptions Of The Feasibility Of E-Portfolio-Based Assessment Of Physical Literacy In Primary Health And Physical Education, Jaxon Hogan, Dawn Penney, Eibhlish O’Hara, Joseph Scott

Research outputs 2022 to 2026

Background: Physical literacy (PL) is widely acknowledged as an integral component of high-quality physical education programmes. However, what constitutes appropriate assessment of PL remains a contested issue. This study drew on Whitehead’s conceptualisation of PL as a lifelong journey and investigated how primary school teachers can support students’ PL learning through innovative and engaging assessment methods. The study specifically examined the feasibility of using e-portfolios to facilitate quality PL learning and quality assessment in Physical Education (PE), from different stakeholder perspectives. Methods: This interpretive study employed a qualitative design and methods to investigate aspects of feasibility with three purposive participant …


Psag: Projection-Based Stabilized Attribution Guidance For Online Continual Learning, Hang Yu, Kun Hu, Zhuqiang Lu, Steven Qiang Lu, Zhiyong Wang, Fengxiang He Jan 2026

Psag: Projection-Based Stabilized Attribution Guidance For Online Continual Learning, Hang Yu, Kun Hu, Zhuqiang Lu, Steven Qiang Lu, Zhiyong Wang, Fengxiang He

Research outputs 2022 to 2026

Online Continual Learning (OCL) aims to incrementally learn from non-stationary data streams in a one-pass setting, facing the dual challenges of catastrophic forgetting and insufficient training. These challenges intensify the stability-plasticity dilemma, where pre-serving old knowledge conflicts with acquiring new information. In this paper, we propose Projection-based Stabilized Attribution Guidance (PSAG), a modular framework that leverages gradient-based attributions as active guidance signals to selectively preserve task-relevant representations. Our framework consists of three complementary mechanisms: (1) Attribution-Guided Feature Modulation (AGFM) that anchors critical features in the representation space; (2) Importance-Aware Loss Reweighting (IALR) that prioritizes informative samples at the loss level; …


The Gender Gap In Writing: Gender Profiles For Paper- And Computer-Based Writing In Early Education, Anabela Malpique, Deborah Pino-Pasternak, Mustafa Asil Jan 2026

The Gender Gap In Writing: Gender Profiles For Paper- And Computer-Based Writing In Early Education, Anabela Malpique, Deborah Pino-Pasternak, Mustafa Asil

Research outputs 2022 to 2026

Research Findings: The gender gap in writing has received strong interest from literacy education and research, based on recurrent reports of gender differences in writing typically favoring female students. In this study, we investigated gender differences on paper- and computer-based text composing performance among early primary children (N = 544 Grade 2 students). Multilevel analyses revealed significant differences between boys and girls in both compositional quality and productivity across writing modalities. Specifically, boys consistently exhibited lower scores in both compositional quality and productivity compared to girls. Gender differences were notably influenced by various student-level factors such as handwriting automaticity, spelling …