Digital Commons Network^™

Cultural Influences On Camouflaging And Autistic Burnout: Examining The Experiences Of Latino Autistic Young Adults, Antonio F Pagán, Katherine A Loveland, Ron Acierno

Faculty, Staff and Student Publications

The present study explored the relationship between camouflaging, autistic burnout, and cultural factors in Latino young adults with autism spectrum disorder (ASD). While autistic burnout and camouflaging have been widely studied in general ASD populations, limited research has focused on Latino individuals, who may experience unique pressures due to cultural values such as collectivism, familism, and traditional gender roles. Participants (N = 56) from the ¡Iniciando! la Adultez therapy program completed measures assessing burnout, camouflaging, acculturation, and cultural values. Results indicate that participants reported moderate to high levels of autistic burnout, with the highest levels observed in heightened self-awareness …

A Comparative Study Of Word Embedding Techniques For Classification Of Star Ratings, Craig Mcneile, Malgorzata Wojtys, Hesham Abdelmotaleb

School of Engineering, Computing and Mathematics

Telecom services are at the core of today’s societies’ everyday needs. The availability of numerous online forums and discussion platforms enables telecom providers to improve their services by exploring the views of their customers to learn about common problems that customers face. Natural Language Processing (NLP) tools can be used to process the free text collected.One way of working with such data is to represent text as numerical vectors using one of many word embedding models based on neural networks. This research uses a novel dataset of telecom customers’ reviews to perform an extensive comparative study showing how different word …

Back-On-Track: Protocol For Randomised Controlled Feasibility Trial Of Behavioural Activation In Farmers With Mood Problems, Alison Kennedy, Richard Gray, Martin Jones, Anna Greene, Lauren Mitchell, Meera Senthuren, Suzy Malseed, Feby Savira, Kelly Barnes, Kate Gunn, Susan Brumby

Research outputs 2022 to 2026

The mental health of people living in farming communities has been identified as an important public health issue. Cumulative exposure to a range of situational factors contributes to heightened risk of poor mental health and suicide. Access to evidence-based psychological treatments is limited by the availability of skilled mental health professionals. The aim of this trial—co-designed by members of the farming community—is to establish the feasibility of conducting randomised controlled, trial-testing, peer-worker-delivered Behavioural Activation in the farming community. We will undertake a single-blind, parallel group, randomised controlled feasibility trial in rural Australia. People living in farming communities aged over 15 …

Prompt Tuning Without Labeled Samples For Zero-Shot Node Classification In Text-Attributed Graphs, Sethupathy Parameswaran, Suresh Sundaram, Yuan Fang

Research Collection School Of Computing and Information Systems

Node classification is a fundamental problem in information retrieval with many real-world applications, such as community detection in social networks, grouping articles published online and product categorization in e-commerce. Zero-shot node classification in text-attributed graphs (TAGs) presents a significant challenge, particularly due to the absence of labeled data. In this paper, we propose a novel Zero-shot Prompt Tuning (ZPT) framework to address this problem by leveraging a Universal Bimodal Conditional Generator (UBCG). Our approach begins with pre-training a graph-language model to capture both the graph structure and the associated textual descriptions of each node. Following this, a conditional generative model …

Recommended Best Practices For Construct-Centered Adaptation Of The Harmonized Cognitive Assessment Protocol, Emily M. Briceño, Darina T. Bassil, Pranali Khobragade, Anthony Ngugi, Martine El Bejjani, Eric Ochieng, Silvia Mejia-Arango, Salima Douhou, Kazione Kulisewa

School of Medicine Publications

Objectives: The Harmonized Cognitive Assessment Protocol (HCAP) neuropsychological assessment approach aims to support the collection of harmonizable data on cognitive function for cross-national cognitive aging and dementia research. As the measurement of cognition is sensitive to differences in contextual, cultural, educational, linguistic, social, and other factors that may influence cognitive test performance, HCAP requires adaptation to be appropriate for the contexts in which it is administered. We aim to provide methodological recommendations for the adaptation and implementation of the HCAP and other cognitive data collection tools in novel settings.

Methods: We drew from existing guidelines on cross-cultural psychological test adaptation …

Validation Of The French Translation Of The Movement Disorder Society Non-Motor Symptoms Scale (Mds-Nms) In Parkinson's Disease, Clément Desjardins, Stéphan Grimaldi, Sheng Luo, Luowen Yu, Christopher G Goetz, Glenn T Stebbins, Pablo Martinez-Martin, Monica M Kurtis, Tiago A Mestre, Alvaro Sanchez-Ferro, Michelle H S Tosin, Roberta Balestrino, Chi-Ying R Lin, Carmen Gasca-Salas, Tatiana Witjas, Olivier Colin, David Maltete, Luc Defebvre, Caroline Giordana, Mahmoud Charif, Claire Thiriez, Chloé Laurencin, Mélissa Tir, Gwendoline Dupont, Philippe Remy, Christine Tranchant, Sophie Drapier, Alexandra Samier, Isabelle Benatru, Sara Sambin, Jean-Christophe Corvol, Fatma Khelifi, Margherita Fabbri, Olivier Rascol, Ns‐Part Cohort Study Group And The Mds Coa Translation Steering Committee

Faculty, Staff and Students Publications

No abstract provided.

An Examination Of Racial Bias In Scoring The Autism Diagnostic Observation Schedule (Ados) Module 3: An Item Response Theory Analysis, Yuen Yvonne Yu, Austin Wyman, Calliana J Faulk, Lizzy J Fulop, Rebecca L Greenberg, Rachel M Benecke, Lauren K Steinbeck, Jessica Foy, Caitlyn Kim, George O Emory, Eric A Storch, Casey J Zampella, Benjamin E Yerys, Robert T Schultz, Julia Parish-Morris, John D Herrington, Caitlin C Clements

Faculty, Staff and Students Publications

Given the rising prevalence of autism among racial minority children in the United States, but persistent service use disparities, this study examines potential bias in specific items from the autism diagnostic observation schedule (ADOS), a highly regarded autism evaluation. We leveraged unidimensional item response theory graded response models and a sample of 735 children to analyze the differential item functioning (DIF) of items within ADOS Module 3. Three items showed significant signs of racial bias: A1 (overall language level), A5 (offers information), and D5 (compulsions and rituals). On these items, Black/African American and Asian children were usually more likely to …

Systemic Jurisdictional Ambiguity, Norman W. Spaulding

UC Law Journal

The purpose of jurisdictional rules is to provide reasonably clear signals about when a court does and does not have power over a case. Judging from the modern Supreme Court’s rules for determining jurisdiction, however, one would think jurisdictional rules need neither be clear nor consistent. From rules for determining standing, federal question jurisdiction, and personal jurisdiction to Erie doctrine and the power of Congress to create non-Article III courts—rules that affect the administration of justice in millions of cases every year—modern jurisdictional rules are notorious for their inconsistency and ambiguity. This level of ambiguity is remarkable given the zeal …

Lightweight Open-Source Large Language Models Versus Ctakes For Information Extraction From Discharge Summaries: Tobacco Smoking Status Test Case, David M Dávila-García, Matthew J Schuelke, Adam B Wilcox

2020-Current year OA Pubs

OBJECTIVES: To compare lightweight open-source large language models (LLMs) with cTAKES, a state-of-the-art natural language processing (NLP) system, in an information extraction task from hospitalization discharge summaries.

MATERIALS AND METHODS: Two readers annotated 250 randomly sampled adult discharge summaries (BJC HealthCare, 2018-2023) for tobacco smoking status as "Smoker," "Never smoker," "Unknown." Six LLMs (Llama-3 [1B-70B], gpt-oss-20B, MedGemma-27B) and cTAKES extracted smoking status from summaries. Performance was benchmarked against consensus annotations using weighted F1-score, macro F1-score, and per-class F1-scores and a noninferiority test.

RESULTS: Inter-reader agreement was excellent (κ = 0.91). LLM size (2.3-47.3 GB) and inference time (2.5-14.5 s/note) varied. …

Sumthin: A Context-Dependent African American Vernacular English Word For Variables, Mark Apedo

Journal of Humanistic Mathematics

If mathematics is a language, then African American Vernacular English (AAVE) could hold the key to a fascinating understanding of the evolution of algebra from human speech in North America. The use of the pronoun something (sumthin) to depict an unknown amount of money that varies implies that algebra developed as a logical necessity in human communication. Exploring this phenomenon and leveraging it to demonstrate the concept of algebra could enhance the comprehension of the subject among speakers of AAVE.

The Math Teaching Atlas: Trails, Anchors, And Compass In Action, Ivan Z. Feng

Journal of Humanistic Mathematics

This paper advocates a shift grounded in mathematical reasoning: teach and write math through explicit routeways rather than narratives, anchor new ideas to familiar concepts on a roadmap, and use motivation and concrete examples as a compass and simulation for discovery.

The Loan In Moroccan Arabic: Formal Process And Cultural Requirements, Malika Rafiq

Faits de Langue et Société (FLS)

Borrowing in Moroccan Arabic is part of the dynamics of language contact. The article focuses on lexical borrowings from French and what they become once incorporated into usage: how they change, how they integrate, and especially how prefixation and suffixation in Moroccan Arabic can signal a high level of appropriation. The analysis, organized into four axes, highlights that integration does not happen all at once: a borrowing goes through several stages, and once stabilized, it evolves phonologically, morphologically, and semantically, just like words in the language.

The Intercultural: A Standalone Approach?, Abdelatif Makan

Faits de Langue et Société (FLS)

Interculturality, as a catalyst for reflection amidst global transformations, transcends mere coexistence to become an active dynamic of communication and complementarity. By using the literary text as a bridge, this approach enables a decentering of thought, dissolving identity contrasts in favor of a "bicultural love." The study identifies major epistemological challenges, particularly the need to bypass the objectification and sacralization of cultures that freeze identities. Through literature—a true "homeland of language"—a proxy mediation occurs, allowing for the decoding of words with shared cultural loads and the mitigation of cultural shocks. Finally, following the school of thought of Abdelkébir Khatibi, interculturality …

Editorial : Meaning: Between Heritage And Linguistic And Literary Itineraries, Nadia Kaaouas

Faits de Langue et Société (FLS)

This second volume of the journal Faits de Langue et Société serves as an interdisciplinary crossroads, analyzing the linguistic and cultural mutations within Mediterranean and African spaces. Adopting an approach that rejects identity-based withdrawal, the work explores the mechanics of meaning by theorizing interculturality as an autonomous research model, capable of grasping both the historical figures of Andrée Chedid and the spatial tragedy of clandestine migration. This memorial vigil extends to the preservation of intangible heritage, from oral tales to the lexicographical archives of Saïd Cid Kaoui—fundamental pillars of the Amazigh language. Scientific rigor is further deployed through the study …

Russia’S Soft Power In Nahdlatul Ulama’S Art Exhibition Russia-Indonesia: Within The Framework Of Art, Nurul Rahmawati, Ahmad Fahrurodji

International Review of Humanities Studies

This study analyzes the construction of Russian cultural diplomacy in news media coverage of art exhibitions. Russia-Indonesia: Within the Framework of Art. The research uses the method Critical Discourse Analysis with Norman Fairclough's model and concept soft power Joseph Nye and the skeleton Taxonomy of Soft Power from Ohnesorge to map actor relations in cultural diplomacy practices. The results show that Russia utilizes art, religious symbols, and collaboration with Nusantara Utama Gallery and the involvement of Nahdlatul Ulama (NU) artists as an instrument of soft power to build appeal and legitimacy among the Indonesian Muslim public through cross-media discourse …

Student-Faculty Partnerships In Mathematics Undergraduate Coursework, Alyssa G. Cavazos, Luis Miguel Fernández, Isabel Amaro, Elianna Olivo, Cristina Villalobos

Writing and Language Studies Faculty Publications

This study examines how student–faculty partnerships are experienced within undergraduate mathematics coursework at a majority Hispanic Serving Institution (HSI). Drawing on the Student as Partners (SaP) theoretical framework and using an interpretive phenomenological research design, we examined the lived experiences of student and faculty partners who participated in a series of professional development sessions on student-faculty partnerships and equitable teaching and learning practices in mathematics courses. Findings indicate that student partners’ lived experiences in the partnership program contributed to the development of sense of belonging, self-efficacy, and awareness of the need to link real-world and culturally responsive applications to mathematics …

Assessing School Readiness For Social And Emotional Learning: A Study Of School Leadership Perceptions And Attitudes, Nahla Elharati

Theses and Dissertations

This study explores the integration of social and emotional learning (SEL) in a number of British schools across Egypt, focusing on how school leaders defined and perceived its importance in student development. Through in-depth interviews with twelve school leaders, this study found that school leaders’ definitions of SEL emphasized self- awareness, self-regulation, and relationship-building, alongside a strong focus on the real-life applicability of SEL both within school settings and in students’ future lives. School leaders also expressed positive attitudes toward the benefits of SEL, particularly its role in enhancing academic performance, promoting student well-being, improving peer relationships, and reducing bullying, …

Exploring The Perspectives Of Afl Teachers On Teacher Development Needs, With Reference To The Level Of Professional Experience, Fathiyya Refky Abdelwahhab

Theses and Dissertations

This thesis explores the perceptions of teachers of Arabic as a Foreign Language (AFL) regarding their training needs, with an attempt to examine whether those needs might vary according to the level of teaching experience. It also examines the views and reflections of AFL teachers about their training experiences; highlighting perceived strengths, weaknesses, and preferred training formats. The teaching competence examined in this study are based on the Cambridge Framework (n.d.) and the British Council CPD (1) Framework (2016). The key areas surveyed are Learning and the Learner, Teaching and Assessment, Arabic Language in the Classroom, Arabic Language Knowledge and …

Formulaic Sequences: Teacher And Student Perceptions And Teaching Strategies, Ali Sayed Muhammad Abd Allah

Theses and Dissertations

Formulaic Sequences (FS), common word combinations stored and used as single units, are crucial for achieving oral fluency yet remain underrepresented in pedagogical materials. This study explores this gap by examining teacher and student perceptions of FS and the teaching techniques within an online Egyptian EFL context. Utilizing a mixed-methods approach, data were gathered via teacher interviews (n=4), student questionnaires (n=100), a student focus group (n=4), and classroom observations. Results indicated that teachers unanimously perceived FS as essential building blocks for fluency, accuracy, and learner confidence, and they utilized a spectrum of techniques ranging from explicit instruction to incidental exposure …

Students' Perceptions Of English Pop Culture, Andrew Ruffing

Theses and Dissertations

Abstract

The purpose of this study is to investigate AUC students’ perceptions of English pop culture. Literature has shown that pop culture can be a beneficial engaging resource for students in the classroom. It provides students with comprehensible input for the language. However, there are concerns that students are disproportionately exposed to American pop culture while learning English. The purpose of this study is to investigate what nation students typically associate with English pop culture as well as if they use it to connect with those around them or the world outside their culture, as well as investigating their perceptions …

Assessing The Coordination And Consistency Of The Policy System For Achieving China's Carbon Neutrality Goal Based On Text And Network Methods, Jinhua Xu

Double Helix Methodology

Lack of coordination and consistency in government policy-making has long been recognized as a weakness, yet its systematic quantification has been neglected. This study investigates this shortcoming by employing computational linguistics and network analysis tools to evaluate the coordination and consistency of climate policies in China through cross-referencing and collaboration among the State Council, ministries and local governments. A comprehensive dictionary of key policy terms and objectives from two key climate policies issued by the State Council, namely Opinions and Action Plan, was constructed to evaluate the succeeding 95 policy documents. The analysis of linguistic discontinuity provides insights into the …

Interpersonal Satisfaction And Classroom Silence In Chinese Universities: The Mediating Role Of Social Anxiety, Siguang Zhang

Double Helix Methodology

Introduction: Within Chinese universities, classroom silence, while culturally acceptable, may indicate underlying psychological distress that impedes academic engagement. Drawing upon social-cognitive theory, this study investigates whether social anxiety mediates the relationship between interpersonal satisfaction and students’ in-class silence. Methods: A cross-sectional survey of 565 undergraduates from six Chinese universities examined interpersonal satisfaction, social anxiety, and three distinct behavioral indicators of silence (large-lecture, small-discussion, and laboratory contexts). Confirmatory factor analysis established convergent and discriminant validity; Cronbach’s α coefficients ranged from 0.86 to 0.91, demonstrating good internal consistency. A structural equation model (SEM) was employed to test the hypothesized mediation pathway while …

An Impact Assessment Of The Effectiveness Of Utilizing Informal Health Communication Interventions To Spread Health Recommendations And Change Public Perception, Lina Mohamed Ezzat Ahmed Abdel Mawgoud

Theses and Dissertations

Brain health is an increasingly urgent but critically under-addressed public health priority in Egypt and the wider MENA region. Despite its centrality to aging, productivity, and overall quality of life, public understanding of brain health remains limited, and stigma continues to shape responses to dementia and cognitive decline. This study evaluates the effectiveness of informal, culturally adapted health communication as a tool to shift perception, increase awareness, and promote behavior change among non-medically trained adults in Egypt.

Grounded in global evidence on cognitive reserve, neuroplasticity, and the life-course approach to brain health, the intervention translated expert-informed brain health recommendations into …

Domestic Violence Againts Women In Thailand: Galtung-Based Analysis Of Violence In Thai Drama “Tie Me (K)Not”, Akhdiat Dimas Abimanyu, Rahadjeng Pulungsari

International Review of Humanities Studies

This study examines the portrayal of domestic violence against women in the Thai drama Tie Me (K)not (2022) using Johan Galtung’s theory of violence, which categorizes violence into direct, structural, and cultural forms. Through qualitative content analysis, the research identifies how the drama depicts these forms of violence, reflecting broader societal issues in Thailand. The findings reveal explicit instances of direct violence, such as physical and psychological abuse, systemic structural violence through institutional failures in justice and support systems, and cultural violence rooted in patriarchal traditions that justify gender inequality. The drama not only highlights these oppressive dynamics but also …

Strategic Hajj Communication To Enhance Public Trust And Financial Literacy: A Comparative Study Of Indonesia And Turkey, Thifal Yumna Nazihah, Abdullah Haidar, Yasminnasywa Iskandar

International Journal of Islamic Economics and Business Sustainability

Purpose – This study examines how strategic communication shapes public trust and financial literacy in Hajj fund governance, addressing scarce comparative evidence between fund-based and state-administered models. It contrasts Indonesia’s Hajj Financial Management Agency (BPKH) with Turkey’s Directorate of Religious Affairs (Diyanet) to identify which communication elements strengthen pilgrims’ confidence.

Design/methodology/approach – A mixed-methods design combines content analysis of institutional communications with a survey of 320 prospective pilgrims (160 Indonesia; 160 Turkey). The Strategic Hajj Communication Model (SHCM) is developed with four pillars—Digital Outreach, Religious Narrative, Financial Education, and Digital Engagement—and linked to Public Trust (PT), Financial Literacy (FL), and …

Social Media And Public Opinion In Times Of Conflict: How Arab Social Media Impacted International Perspectives On The Gaza War, Mariam Rizk

Theses and Dissertations

This exploratory study examines how Arab social media content creators impacted the international public perception of the 2023 Gaza war through English-language content. The research is conducted through semi-structured interviews with 19 participants: 4 Arab social media content creators and 15 English-speaking university students (13 American citizens and 2 international students studying in American universities). Through these semi-structured qualitative interviews, the research investigates the agenda-setting capabilities of social media during conflicts and identifies effective cross-cultural communication strategies. The study employed purposive sampling with snowball technique, targeting content creators with established social media presence (37,000-426,000 Instagram followers) and university students who …

A Community-Based Participatory Research Approach To Evaluating Perceptions Of Bilingualism Among Latino Parents Of Autistic Children, Ana C. Ramirez, Philip Gerard Gasquoine, Amy A. Weimer, Gabriel González Núñez, Juan R. Maldonado-Coronado, Sarah Surrain, Ana M. Gonzalez-Barrero, Cecilia Montiel-Nava

Psychological Science Faculty Publications

Bilingualism has multiple benefits, however, non-native English speakers in the United States often lose their minority language. Nevertheless, language attrition is preventable, as parental perceptions of bilingualism (PoB) contribute to a child’s active use of each language and influence proficiency. At present, there is a significant gap in understanding how different cultures and belief systems might influence the language development of autistic children from bilingual Latino families. Furthermore, research on PoB among parents of autistic children has mainly been qualitative in nature. The purpose of this study was to (a) employ a community-based participatory research (CBPR) approach to develop a …

Student Mentees’ Perceptions Of Research Proposal Mentorship Using The Critical Incident Technique, Hendrik Jacob Maruanaya, Corneles Rubenaser Apalem, Karolis Anaktototy

The Qualitative Report

This qualitative study explored how undergraduate student mentees in an English-as-a-Foreign-Language (EFL) context perceive effective research proposal mentorship. Conducted within the English Education Study Program at Pattimura University, Indonesia, the study employed the Critical Incident Technique (CIT) to capture student reflections on specific mentoring experiences. Seven undergraduate students who had completed their research proposals participated in in-depth interviews, sharing both effective and ineffective mentoring incidents. Thematic analysis reveals three key characteristics of effective mentorship: (a) supportive mentorship that fosters emotional safety and sustained motivation; (b) effective guidance, characterized by dialogic, actionable feedback and modeling of research practices; and (c) mentor …

The Voices Of Educators And Elders: Examining A Supplemental Educational Program Through A Culturally Responsive Lens In Gullah Geechee And African American Communities, Kelly D. Shelton

Dissertations

African American students in South Carolina experience historical educational suppression (Anderson, 1988; Bowers et al., 2018; Fabel, 2019). This qualitative case study investigated how the use of African Diaspora and Gullah Geechee culture in supplemental education programs supported the academic success of youth. Using a culturally and historically responsive literacy and critical race theoretical framing (Gay, 2013; Hammond, 2015; Ladson-Billings, 2014; Ladson-Billings & Tate, 1997; Mills, 1997; Muhammad, 2020), this study captured the voices and insights of community elders and program directors of The Village Group, that makes use of Gullah Geechee cultural, academic, and vocational practices to engage and …

Harmonization And Ambiguity In Regulations For Physicians With Family Medicine Competence Post-Law No. 17 Of 2023, Danar Wahyu Giwang Katon, Dumilah Ayuningtyas, Purnawan Junadi, Wahyu Sulistiadi, Roberth J. Pattiselanno, Fitria Fitria, Ika Fitri Alfiani

Journal of Indonesian Health Policy and Administration

Strengthening primary care services in Indonesia requires that community health centers, namely Pusat Kesehatan Masyarakat (Puskesmas), involve medical personnel with family medicine competence. However, the fulfillment of physicians with this competence, especially Primary Care Family Medicine Specialists or Spesialis Kedokteran Keluarga Layanan Primer (Sp.KKLP), still face significant obstacles. This qualitative research uses the integrated Easton's System Model and Buse's Policy Framework to analyze the dynamics of this policy. The findings reveal a gap between the strong legal foundation and weak implementation mechanisms on the ground. First, there is ambiguity in terminology and lack of harmonization among regulations, especially concerning the …