Digital Commons Network^™

Global Disparities In Neurosurgical Literature: A Narrative Review Of Underrepresentation Of Low- And Middle-Income Countries And Pathways To Research Equity, Tirath Patel, Naveed Ahmad, Abbas Hussain, Bisma Faraz, Amna Binte Naeem, Urooj Sheraz, Laiba Noor, Saleha Khan, Muhammad Seerat Ali, Nikhilesh Anand

School of Medicine Publications

The global neurosurgical literature is dominated by high-income countries, with low- and middle-income countries (LMICs) contributing minimally despite bearing the most significant share of the neurosurgical disease burden. Underrepresentation limits equitable knowledge dissemination and the relevance of guidelines. The objective of this review was to assess neurosurgical publication disparities, identify deterrents to LMIC participation, and outline initiatives that foster equity and inclusion in research. This narrative review synthesized evidence on global disparities in neurosurgical literature through a structured search of PubMed, Scopus, and Google Scholar (2010–2025). Eligible studies examined research output, authorship trends, publication barriers, or equity initiatives. Findings mapped …

Engagement Of Understudied Populations As Community Change: The South Texas Adrc Model, Gladys E. Maestre, Neela K. Patel, Rosa V. Pirela, Robin C. Hilsabeck, Kendra Stine, Neyra García, Roberto Reyes, Omar Oropeza, Cristian Maestre, Jesus D. Melgarejo, Sarah Williams-Blangero, Ney Alliey Rodriguez

School of Medicine Publications

Many populations experiencing the highest burdens of Alzheimer's disease and related dementias remain understudied, in part because traditional recruitment and retention models are insufficient to support sustained engagement. The Outreach, Recruitment, and Engagement Core (OREC) of the South Texas Alzheimer's Disease Research Center reconceptualized participant recruitment as a long-term system change in a Hispanic-majority, urban–rural region. OREC institutionalizes shared power through community advisory governance, aligns research protocols with local lived realities (through patient navigators, community health workers/promotores, and decentralized access points), and employs a data-driven feedback loop for continuous improvement. In 1 year, 46 outreach events touched 10,134 individuals (71% …

Genwriter 2.0: A Hybrid Case-Based And Llm Rewriting Approach For Mitigating Implicit Gender Cues In Text, Shweta Soundararajan, Sarah Jane Delany

Conference papers

Gendered language is the use of words or phrases that indicate an individual's gender. Although useful in some contexts, gendered language can reinforce gender stereotypes and introduce bias, particularly in machine learning models for tasks involving people such as recruitment or occupation classification. When textual content about individuals, such as biographies, contain gender cues, models can learn spurious associations between gender and other characteristics of individuals, such as profession, potentially resulting in unfair outcomes such as reduced hiring opportunities for women.

To address this challenge, we propose GenWriter 2.0, a hybrid approach that integrates Case-Based Reasoning (CBR) with Large …

Efficient Test-Time Retrieval Augmented Generation, Hailong Yin, Bin Zhu, Jingjing Chen, Chong-Wah Ngo

Research Collection School Of Computing and Information Systems

Although Large Language Models (LLMs) demonstrate significant capabilities, their reliance on parametric knowledge often leads to inaccuracies. Retrieval Augmented Generation (RAG) mitigates this by incorporating external knowledge, but these methods may introduce irrelevant retrieved documents, leading to inaccurate responses. While the integration methods filter out incorrect answers from multiple responses, but lack external knowledge like RAG methods, and their high costs require balancing overhead with performance gains. To address these issues, we propose an Efficient Test-Time Retrieval-Augmented Generation Framework named ET2RAG to improve the performance of LLMs while maintaining efficiency. Specifically, ET2RAG is a training-free method, that first retrieves the …

Paperless Society, Paperless Future And Borderless Libraries, Ukoha O. Igwe

Library Philosophy and Practice (e-journal)

Purpose: This study explores the indispensability of books and physical libraries despite the digital technologies and digital transformation engulfing our lives, work and society.

Design/Methodology: This study used qualitative design and methodology utilizing a systematic review and synthesis of empirical research, institutional reports and documents published between 1978 and 2025 to achieve its objectives. An extensive review of the pertinent literature was undertaken to underscore the journey and permutations of the death of books and libraries. This conceptual review synthesizes the interplay between digital technologies, digital transformation,and libraries in information dissemination. This provided a basis for inferences and extrapolation of …

The Rise Of Emergent Bilingual Students In Texas School Districts: A Longitudinal Analysis Of Outcomes, Resources, And Conditions, Ashley Ivy

Electronic Theses and Dissertations

This study examined district-level changes associated with rapid growth in Emergent Bilingual (EB) enrollment across 53 Texas public school districts between the 2012-2013 and 2022-2023 academic years. Using a quantitative, nonexperimental, longitudinal descriptive-comparative design, secondary data from the Texas Education Agency (TEA) were analyzed to assess changes in district demographics, staffing patterns, bilingual/ESL expenditures, academic achievement, graduation rates, and college readiness outcomes. Paired-samples t-tests were conducted to determine statistically significant mean differences across the 10-year period. Findings revealed significant increases in EB enrollment, Hispanic enrollment, and economically disadvantaged enrollment, indicating that participating districts served increasingly diverse student populations with …

Housing Precarity Among Marginalized Women In Neoliberal Contexts: A Systematic Literature Review, Faza Nur Syahida, Joko Adianto

Journal of Strategic and Global Studies

This study presents a Systematic Literature Review (SLR) investigating the lived experiences of women from vulnerable groups in securing access to housing within the ideological contours of neoliberal capitalism. The inquiry delves into the layers of exclusion, precarity, and structural silencing that frame their trajectories. The study identifies five intersecting identities among vulnerable women: (1) single women; (2) single mothers; (3) survivors of gender-based violence; (4) elderly women; and (5) migrant women laborers. Through a rigorous database search guided by predetermined selection criteria, fifteen scholarly articles were selected for review. These were organized into the five categories, each containing two …

Empowering Communication And Understanding In Healthcare Relationships With Human-Centered Ai, Songyun Tao

Dartmouth College Ph.D Dissertations

Healthcare communication depends not only on what information is available, but on how it is interpreted, communicated, and acted upon across different roles. AI can support these processes by summarizing, transforming, and organizing information, but it can also change what becomes visible, who is expected to act, and where responsibility resides.

This dissertation examines how human-centered AI can support communication and understanding across healthcare relationships through three independently developed systems. MusicalPT supports self--body communication in physical rehabilitation through adaptive musical feedback. CareInsights supports communication among professional caregivers in long-term dementia care by preserving and surfacing person-specific context across shifts. Family …

Benchmarking Success: Insights From A Formal Assessment Of A Writing Fellows Program, Ghada Gherwash, Aaron Mills

The Writing Center Journal

This article reports on the first formal assessment of the Writing Fellows program at Colby College’s Farnham Writers’ Center, established in 2008. Unlike previous assessments at other institutions focused on perception or implementation, our assessment aimed to harness the potential of an already successful program. The creation of the Writing Fellows coordinator role and the implementation of intentional improvements resulted in a 99% increase in utilization rate in the 2022–2023 academic year. Our findings underscore the program’s significant impact of these interventions on student writing, faculty perceptions of academic support, and the writing center’s overall campus outreach efforts.

Eco-Anxiety Among Environmental Volunteers: The Emotional Cost Of Caring For The Planet, Siti Jaro'ah, Cholifia Sarining Pawasa, Kuni Saffana

ASEAN Journal of Community Engagement

Environmental disasters have frequently been shown to impact the psycho-emotional states of humans, a phenomenon commonly termed eco-anxiety. Individuals who engage in close interactions with the environment may encounter more significant repercussions than other groups, including environmental volunteers. This study seeks to investigate the phenomenon of ecological anxiety among environmental volunteers. The study employed a qualitative phenomenological methodology, using three environmental volunteers as participants. Data were gathered through semi-structured, comprehensive interviews and analyzed using Interpretative Phenomenological Analysis (IPA). The results indicate that participants experienced the effects of environmental issues in three ways: emotionally, cognitively, and in their daily lives. Among …

Back Matter

The Writing Center Journal

Back Matter for Writing Center Journal 44.1.(2026)

A Fuzzy–Neutrosophic Suitability Index For Selecting An Appropriate Reasoning Model Under Vagueness, Incompleteness, And Conflict, Nada A. Nabeeh, Ahmed Samy

Neutrosophic Systems with Applications

Fuzzy reasoning and neutrosophic reasoning are both used to handle uncertainty, but they are not intended for the same uncertainty structure. Fuzzy reasoning is suitable when uncertainty appears mainly as gradual vagueness, where a value may belong to a concept such as ``high risk'' or ``good performance'' to a certain degree. In this case, a membership value is often sufficient. Neutrosophic reasoning is more suitable when the problem also contains incomplete information, undecided evidence, or conflict between sources. In such cases, one membership degree may be too limited because it cannot represent support, rejection, and indeterminacy separately. This study introduces …

Evaluating Generative Ai-Based User Interfaces Using An Integrated Neutrosophic Multi-Criteria Decision-Making Framework, Nada Mohamed, Alshaimaa A. Tantawy

Neutrosophic Systems with Applications

User Interface (UI) design can be seen as an essential aspect of human-computer interaction (HCI) and makes communication easier between people and technology. In today's digital economy, interface quality has become one of the most important business concerns, since it has a direct impact on customer satisfaction and retention while affecting revenue. Although creating user-centered and accessible interfaces is crucial, doing so is a difficult and time-consuming process, which leads to burnout for many usability professionals. Although conventional artificial intelligence (AI) was utilized for design assessment and automation, the arrival of generative AI technology has created new possibilities for automated …

Convenience And Communication: Students’ Experiences In Synchronous Online, In-Person, And Asynchronous Consultations, Carolyn Wisniewski

The Writing Center Journal

Writing center tutorial modalities have proliferated in recent years, yet research has not kept pace. Students’ experiences in online writing tutorials remain understudied (Denton, 2017; Hewett & DePew, 2015). Better understanding students’ experiences across session modalities is critical to achieving an inclusive and accessible writing center (Martinez & Olsen, 2015). This study used a mixed-methods, comparative design to determine how students selected, experienced, and perceived the accessibility of synchronous online, in-person, and asynchronous modalities. Qualitative and quantitative analysis of 138 surveys and 22 interviews indicated students perceived each modality to provide effective writing support. They report selecting tutorial modality based …

Healer Or Human? How Online Physician Reviews Guide Patient Choice, Shabnam Azimi, Sina Ansari, Ignacio Luri, Atefeh Yazdanparast

Faculty Publications

Online reviews increasingly guide physician choice, yet it remains unclear whether content emphasizing a physician's competence (technical skills) or benevolence (prioritizing patients' welfare over self‐interest) more strongly influences patients' decisions. Integrating a field study of 12,351 physician reviews with two online experiments, we distinguish two dimensions of review effectiveness: how helpful readers find a review, and how confident they feel about the choice it informs. We show that competence‐ and benevolence‐focused content influences these outcomes through distinct mechanisms. Benevolence‐focused reviews receive higher helpfulness evaluations because caring behaviors are easier to describe in concrete, vivid language and because naturalistic review platforms …

Safeguarding Ephemeral History: The Librarian-Archivist As Steward Of Digital Cultural Heritage, John Louie Zabala, Minette Vinzon

DLSU Arts Congress Conference Proceedings

This paper explores the critical role of librarians and archivists in preserving and ensuring access to our rapidly growing digital cultural heritage. In the face of technological obsolescence, data decay, and the ephemeral nature of online content, these professionals face unprecedented challenges in safeguarding our collective digital past. This paper delves into the unique challenges of preserving digital materials, including "bit rot" (data decay), file format obsolescence, and the ephemeral nature of online content. Ethical considerations, such as copyright, privacy, and the ethical implications of digitizing and disseminating sensitive cultural information, were examined. The paper highlights the crucial need for …

Educator Perspectives Of Available Special Education Transition Programming Through High School Career And Technical Education Organizations For Female Students In Self-Contained Classrooms, Cassandra L. Aungst

Theses and Dissertations

The problem addressed in this study was that there is a lack of research regarding alignment between special education student transition assessments, transition goals, and transition programming and specifically those who identify as female students. While career readiness programs are accessible to all students, regardless of gender, female students in special education remain underrepresented in career and technical education programs. The purpose of this research was to review educational practices that influence female students with disabilities in relation to their individualized education plan transition goals and programming by addressing (a) educators’ perceptions, (b) systemic challenges, and (c) policy gaps influencing …

“Like Learning To Play Chess”: Relationality And The Development Of Interpersonal Communication Skills In Writing Center Consultants, Kara Poe Alexander

The Writing Center Journal

This study explores how writing center consultants develop interpersonal communication (IPC) skills through relational interactions during peer tutoring sessions. Grounded in the theoretical framework of relationality, which views learning as emerging through relationships, I analyze interviews with undergraduate and graduate consultants at a private R1 university. The findings demonstrate that one-on- one conferences foster a broad spectrum of IPC skills, including adaptability, listening, intercultural communication, asking questions, building rapport, giving constructive criticism, setting boundaries, empathizing, and patience. The development of these knowledge and skills is cultivated through collaborative, meaning-making interactions with writers. As such, writing centers emerge as dynamic, relationship-driven …

Effects Of Exposure To Opposing-Party-Aligned And Same-Partyaligned News On The Tone Of Cross-Cutting And Intraparty Online Political Discussions, Alexa Chen

Electronic Theses and Dissertations 2020 - Present

Five-hundred twenty-one participants completed an online study to assess the effects of exposure to highly polarized news sources on the tone of intraparty and crosscutting political discussions. Participants watched five randomly selected news clips from Fox News or MSNBC and then completed a discussion task with an AI chatbot. News clips were matched by tone and topic across news sources and each participant watched the same number of positive, negative, and neutral news clips. Participants were randomly assigned to engage with one of two chatbots: the liberal chatbot or the conservative chatbot. Semantic analysis was conducted via LIWC-22 to produces …

The Legacy, Importance, & Impact Of Lend: Evidence And Personal Stories, Emily Zalimeni, Emma Stone, Alexa Fortier, Leia Getchell, Nataliya Kloyzner, Asha Abdullahi, Elizabeth Barkoudah, Meghan Chapman, Meredith Close, Heather Engholm, Melissa Levin, Aanchal Sharma, Sarah Sparks, Patricia Rissmiller, Amy Szarkowski, Jason M. Fogler

Developmental Disabilities Network Journal

Leadership Education in Neurodevelopmental and related Disabilities (LEND) programs offer an interdisciplinary/interprofessional training opportunity for medical and allied health professionals, and individuals impacted by disability, including family members and self-advocates. Toward the aim of advocating for the enduring need of LEND and similar training programs, this article centers the voices of a subset of our alumni who have advanced the rights and improved the lives of persons with intellectual and developmental disabilities. These stories are intended to illustrate the key lessons and principles of LEND training, including attending to disability issues in education, growing skills within and between individuals working …

“It’S Not Just Cost”: Barriers To Mammography Screening Access Among Low-Income Women In The United States—A Scoping Review, Julia Messerman, Callia Nickels, Nigel C. James

Health Studies Faculty Publications

Despite the recognized importance of early detection, disparities in mammography access persist among low-income women in the United States. While financial barriers are often emphasized, less is known about how multiple barriers interact to shape access to screening. We conducted a scoping review following Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews guidelines to synthesize evidence on barriers to mammography access among low-income women in the United States. A systematic search of PubMed, CINAHL, and Google Scholar identified peer-reviewed studies published between 2010 and 2025, of which 47 met inclusion criteria. Extracted barriers were categorized into …

Maleficia's Magic: Witchcraft, Race, And The Legacy Of Afro-Mexican Women And Identity In Colonial New Spain, Siobhan K. Arechavala

Honors Theses

This thesis examines the disproportionate prosecution of mulatta and Black women by the Mexican Inquisition in the sixteenth and seventeenth centuries and argues that this pattern was not incidental to Spanish colonialism but central to it. Drawing primarily on inquisitorial trial records from the Huntington Library’s Mexican Inquisition Papers and the Archivo General de la Nación’s Ramo Inquisición, alongside period treatises and secondary scholarship on witchcraft, caste, and Afro-Mexican history, the study traces how limpieza de sangre, Christian demonology, and colonial racial hierarchy combined to position African-descended women as embodiments of the disorder colonial elites feared most. The first chapter …

Representasi Maskulinitas Dalam Iklan Rekrutmen Militer Rusia “Ты Же Мужик” : Kajian Semiotik, Ananda Putri Aprillia, Mina Elfira

Multikultura

This study analyzes the representation of masculinity in Russian military recruitment advertisements featuring the slogan “Ты же мужик” ("You are a real man"), aimed at Russian men to enlist in the military during the Russia-Ukraine war. Using a qualitative research approach and mise-en-scène analysis, this research unpacks the representation of masculinity in Russian military recruitment ads through Roland Barthes’s (1964) semiotic theory, alongside the concept of hegemonic masculinity by R. W. Connell and James W. Messerschmidt (2005), and Sylvia Walby’s (1990) concept of patriarchy. The findings reveal an emphasis on re-traditionalized masculinity, constructed and conveyed through …

Metafora Dengan Unsur Alam Dalam 5 Lirik Lagu Soundtrack Moana 2 Versi Belanda, Husna Nafisa, Triaswarin Sutanarihesti

Multikultura

Animated films convey stories through visuals, music, and song lyrics, all of which play an essential role in constructing meaning and evoking emotion. The Dutch-language soundtrack of Moana 2 employs nature-related metaphors to depict the characters' journeys, inner conflicts, and the relationship between humans and nature. This study aims to identify the types of metaphors, based on Rozemarijn van Leeuwen’s (2002) classification, found in the song lyrics “Terug,” “Verder Gaan,” “Wordt het nog beter dan dit?,” “Hoor ik daar een chee hoo?,” and “Ga Los,” which were obtained from the official Genius website. This study adopts a descriptive qualitative method. …

Penggunaan Onomatope Dalam Buku Cerita Anak Berbahasa Mandarin Dan Bahasa Indonesia: Analisis Kontrastif, Ruixi Zou, Usmi Usmi, Uti Aryanti

Multikultura

This article examines the comparison of onomatopoeia in Mandarin Chinese and Indonesian in children's literature. The study aims to identify, classify, and compare onomatopoeic forms found in the Mandarin children's story Bǎo Húlú De Mìmì (The Secret of the Magic Gourd) and the Indonesian children's story collection Sehari Satu Dongeng. This research employs a descriptive qualitative approach and a contrastive analysis method. The data were collected through close reading and note-taking techniques, and were analyzed using referential and comparative methods. The classification is based on the source of the represented sounds, namely human sounds, animal sounds, natural phenomena, and …

Reinforcing Media Governance In Indonesian Dynamic Cyber Space, Poppy Setiawaty Nurisnaeny, Hendra Kaprisma, Chrisna Yudhawinata, Sudirman Sudirman

International Review of Humanities Studies

Following the rapid change in technology development, the Indonesian mass media have undergone a digital transformation. This digital mass media and its users have evolved, assimilated, and integrated themselves to fit in the cyber world. This distinguishing feature distinguishes them from traditional mass media. The cyber environment's infinite international boundaries are both advantageous and disadvantageous, as it is difficult to govern digital activity outside Indonesia's jurisdiction. This unregulated environment became a breeding ground for cybercrime, making the digital space unsafe for individuals and threatening national security. In response to this issue, the Indonesian government has enacted various laws and policies, …

The Indonesian Conjunction Dan ‘And’ And Its Chinese Correspondences: A Corpus-Based Approach To Syntactic And Register Variation, Hatmi Idris

International Review of Humanities Studies

This study examines how the Indonesian conjunction dan ‘and’ is rendered in Chinese across syntactic units using a corpus-based contrastive approach. Focusing on children’s books, classic novels, and online news, it analyzes coordination at word, phrase, and clause level from a syntactic and register perspective. Findings show that dan ‘and’ does not correspond to a single Chinese form. At the word and phrase level, nominal coordination employs hé (和) ‘and’, yǔ (与) ‘and’, and yǐjí (以及) ‘as well as’ , with formal news discourse favoring yǔ (与) ‘and’ and yǐjí (以及) ‘as well as’. In verbal coordination, bìng (并) ‘furthermore’ …

Social Archeology In Colonial Capitalism: Space Analysis, Class, And Race In The Nederlandsche Handel-Maatschappij Batavia In Early Twentieth Century, Rendy Dharmawansyah, Irmawati Marwoto Imj

International Review of Humanities Studies

The research is to analyze the building of Nederlandsche Handel-Maatschappij (NHM) in its position as a Dutch Trade Company in the Dutch East Indies. It shows an influence of the colonial image, that is discriminative against the social condition of the native Indonesian in its structural architecture. By applying a Marxist theory on the analysis of social class, this writing examines the building of the NHM trade office and the material remains that revealed social class and racial segregation. The result of the study discloses that the architecture of the NHM building pointed out the dominating colonial power over …

Persuasive Strategies In Umrah Marketing On Social Media: A Comparative Study Of Arabic And Indonesian, Stevania C. Asahri

International Review of Humanities Studies

This study examines persuasive strategies in Arabic- and Indonesian-language Umrah marketing flyers circulated on social media. As public interest in Umrah continues to grow, travel agencies increasingly rely on digital platforms not only to promote travel packages but also to construct spiritual appeal, religious credibility, and consumer trust. This study therefore aims to analyze how spiritual imagery is constructed, how rhetorical and pragmatic persuasive strategies are used, and how persuasive patterns differ between Arabic- and Indonesian-language Umrah marketing flyers. The study adopts a qualitative-dominant convergent parallel mixed-methods design. The qualitative analysis is based on Fairclough’s Critical Discourse Analysis (CDA), integrated …

Radical Responsibility: Sartre And The Ecocentric Erosion Of Human Agency, Khodadad Azizi, Naupal Asnawi, Abby Gina Boang Manalu

International Review of Humanities Studies

Contemporary ecological crisis persists despite decades of environmental ethics discourse and rising public awareness, a discrepancy researchers have named the awareness-action gap. One influential corrective, running from Aldo Leopold’s land ethic through Arne Naess’s deep ecology, addresses anthropocentric domination by folding the human being back into the biotic community as one member among others. This article argues that such levelling, whatever its merits against domination, carries an underexamined cost: it erodes the very ground on which anyone can be held responsible for ecological destruction, since only a being capable of choice, not soil, water, or rock, can be asked to …