Digital Commons Network^™

Pattern-Based Target Selection For Treatment Of Irregular Past Tense: A Single-Case Experimental Design For Children With Dld, Kirsten M. Hannig Russell, Amy Wilder, Julie L. Wambaugh

Faculty Publications

Purpose: Many children with developmental language disorder (DLD) demonstrate difficulty inflecting irregular past tense verbs. We evaluated using phonological-based patterns (i.e., schemas) to select targets for treatment of irregular verb inflection for children with DLD. We hypothesized this approach would result in acquisition of treated verbs, generalization to untreated verbs within the same phonological schema, and increased use of correct irregular verbs in naturalistic contexts.

Method: Treatment was provided to three 7-year-old participants with DLD in the context of multiple baseline design across behaviors and participants. Phonological schemas included vowel change, final alveolar, and dual change irregular verbs. Treatment was …

Weakly Supervised Spatial Relation Extraction From Radiology Reports, Surabhi Datta, Kirk Roberts

Faculty, Staff and Student Publications

OBJECTIVE: Weak supervision holds significant promise to improve clinical natural language processing by leveraging domain resources and expertise instead of large manually annotated datasets alone. Here, our objective is to evaluate a weak supervision approach to extract spatial information from radiology reports.

MATERIALS AND METHODS: Our weak supervision approach is based on data programming that uses rules (or labeling functions) relying on domain-specific dictionaries and radiology language characteristics to generate weak labels. The labels correspond to different spatial relations that are critical to understanding radiology reports. These weak labels are then used to fine-tune a pretrained Bidirectional Encoder Representations from …

Translation And Cross-Cultural Adaptation Of English Version Of Kiddy-Kindl To Filipino Language In Assessing The Children's Health-Related Quality Of Life (Chrqol), Arlene C. Chiong Maya, Bettina Alessandra B. Mamuric, Joan Paula Y. Pascua, Nathali A. Tigas, Christopher Albert Q. Baylan, Maria Patricia C. Casaclang, Isabela Mariel Z. De Venecia, Lorenzo Miguel L. Gonzales, Gedrich Israel M. Jacob, Shaun Lucas K. Lee, Gabriel C. Lua, Karleen Eve V. Nieva, Socrates P. Pangilinan, Vincent O. Pascual, Andrea Isabelle G. Paule, Mariam Ayesha J. Rodriguez, Codie Lanz I. Sioson, Kate C. Tating, Nicole L. Tigas, Eugene V. Tolentino

Internet Journal of Allied Health Sciences and Practice

Background: Children's health-related quality of life (CHRQoL) involves a child's aim, expectations, standards, or concerns regarding overall health and its domains. The Kiddy-KINDL questionnaire is a tool to measure CHRQoL from information directly derived from children. It has been translated to various languages, except Filipino. This study would provide Filipino healthcare professionals with another functional tool for pediatric evaluation. Objective: To translate the English version of Kiddy-KINDL to Filipino and to determine its validity, test-retest reliability, and internal consistency of the Kiddy-KINDL in assessing the children's health-related quality of life (CHRQoL). Methods: The study involved 3 Phases: Translation, Pilot Testing, …

Intertextuality And Narrativization Of Multiple Perspectives: Covid-19 Pandemic In Popular Songs In Tanzania, Spemba E. Spemba

Journal of Humanities and Social Sciences

Close to the end of 2019, COVID-19, an infectious disease that still wreaks havoc, was discovered in Wuhan – China. The pandemic has become a major worldwide health problem to date. Its socioeconomic and cultural aftermaths have dominated the world’s public discourse. Media and literary artefacts reflect the ongoing debate, education, and communication regarding the pandemic. This paper examines how popular songs represent multiple (social-cultural, economic, and political) perspectives regarding the COVID-19 pandemic in Tanzania. The article focuses on secular and religious song lyrics to ascertain how they convey multiple perspectives regarding an understanding of COVID-19, and whether such views …

Monitoring Personal Exposure To Air Quality Gradients While Biking On An Elevated Urban Trail, Gavin D. Salas

DePaul Discoveries

Air pollution is a major global health concern, specifically as it relates to the human exposome. The EPA criteria pollutants, including particulate matter (PM), carbon monoxide (CO), carbon dioxide (CO₂), and NO_x can have severe impacts on respiratory and cardiovascular health, particularly in populations with chronic illnesses such as asthma, those facing economic hardships and individuals who frequently spend time outdoors, such as bicyclists and runners. To understand the impact of air pollution on human health, it is essential to assess personal exposure. This study aimed to investigate personal exposure to air pollution levels while biking along …

Arnold-Chiari Malformation-I Borderline Personality Disorder, Aric Huber, Matthew Driben, Eduardo Espiridion

Transformative Medicine

Introduction:
Arnold-Chiari Malformation I (AM-I) is a congenital anomaly that manifests with cerebellar dysfunction. There is a displacement of cerebellar tonsils into the foramen magnum. Several mood disorders, personality disorders, and intellectual disabilities are associated with AM-I. Borderline personality disorder (BPD) is characterized by symptoms of mood lability, impulsivity, extreme efforts of abandonment, splitting and dysfunctional relationships.

Case Description:
The patient is an early aged adult with a past medical history of AM-I, hypothyroidism, Wolff-Parkinson-White syndrome, and diabetes mellitus type II. The patient was admitted to the hospital after ingesting foreign bodies. He/she presented with mood lability, sad mood, anhedonia, …

Acquisition Of A Lexicon For Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis, Liwei Wang, Huan He, Andrew Wen, Sungrim Moon, Sunyang Fu, Kevin J Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu

Faculty, Staff and Student Publications

BACKGROUND: A patient's family history (FH) information significantly influences downstream clinical care. Despite this importance, there is no standardized method to capture FH information in electronic health records and a substantial portion of FH information is frequently embedded in clinical notes. This renders FH information difficult to use in downstream data analytics or clinical decision support applications. To address this issue, a natural language processing system capable of extracting and normalizing FH information can be used.

OBJECTIVE: In this study, we aimed to construct an FH lexical resource for information extraction and normalization.

METHODS: We exploited a transformer-based method to …

“I’M Still Suffering”: Mental Health Care Among Central African Refugee Populations In The Tampa Bay Area, C. Danee Ruszczyk

USF Tampa Graduate Theses and Dissertations

An estimated 500 Central African refugee families have been resettled in the Tampa Bay Area since 2002 (RPC, 2022). The cycles of trauma that they have endured place them in vulnerable positions regarding their mental health. Struggling to exist within underfunded social programs that are rigid in their expectations and with the current system of reactive care vs preventative care, the refugees in Tampa are put in a difficult situation of navigating their own health and wellbeing in lieu of having the full support of the United States government and their community. I will discuss how these refugees experience and …

Cultural Competence Guides For Covid-19 Messaging In Hispanic Communities, Madeline Huff, Shuchita V. Jhaveri, Ayesha Khan, Lina Pedraza, Maria Pesantez Borja, Daniela Santos Cantu, Chelsea Chang

School of Medicine Publications

Purpose: The Rio Grande Valley in South Texas comprises 5% percent of Texas's population yet 17%of Texas's COVID-19 deaths. We aimed to address underlying mistrust and systemic racism in our Hispanic community that contributes to health inequities by developing a cultural competence guide for public health messaging.

Methods: We employed a mixed method design (e.g., focus groups, surveys, interviews) to develop and implement a cultural competence guide in an iterative community-informed process. We created a general cultural competence guide, one for the Hispanic community and one for the hard-of-hearing community.

Results: Our cultural competence guides provide an interpretation as to …

Reasoning The Voice: Toward A Diagnostic And Prescriptive Technique In The Teaching Of Singing, Carlos E. Santelli

LSU Doctoral Dissertations

Voice pedagogy literature often draws a parallel between a doctor’s ability to diagnose illness and prescribe treatment, and a voice teacher’s ability to identify vocal obstacles and design solutions. The core of these parallel procedures lies in an ability to utilize critical reasoning skills within highly specific contexts. Medical literature describes this as “clinical reasoning” and has studied it as a learned process. Voice pedagogy literature has traditionally described this as an innate process which is solely developed through experience. This document broadly examines the ways in which medical literature has broken down clinical reasoning into specific cognitive processes and …

Using Ai-Generated Suggestions From Chatgpt To Optimize Clinical Decision Support, Siru Liu, Aileen P Wright, Barron L Patterson, Jonathan P Wanderer, Robert W Turer, Scott D Nelson, Allison B Mccoy, Dean F Sittig, Adam Wright

Faculty, Staff and Student Publications

OBJECTIVE: To determine if ChatGPT can generate useful suggestions for improving clinical decision support (CDS) logic and to assess noninferiority compared to human-generated suggestions.

METHODS: We supplied summaries of CDS logic to ChatGPT, an artificial intelligence (AI) tool for question answering that uses a large language model, and asked it to generate suggestions. We asked human clinician reviewers to review the AI-generated suggestions as well as human-generated suggestions for improving the same CDS alerts, and rate the suggestions for their usefulness, acceptance, relevance, understanding, workflow, bias, inversion, and redundancy.

RESULTS: Five clinicians analyzed 36 AI-generated suggestions and 29 human-generated suggestions …

“Pool: A Social History Of Segregation Exhibition” Exploring Social Justice Through The Lens Of Water Safety Awareness And Art-Based Education, Angela K. Beale-Tawfeeq Ph.D., Mph, Tiffany Monique Quash Ph.D., Knolan Rawlins Ph.D., Victoria Prizzia, Miriam Lynch Ph.D.

International Journal of Aquatic Research and Education

Art exhibitions, with a focus on water safety and drowning prevention, are rarely seen as a medium to address social justice and public health, or water safety awareness and drowning prevention efforts in communities. Globally, data have shown drowning is considered a “neglected public health threat” (World Health Organization, 2021, CDC, 2023). Additionally, reports have shown that across the globe there are demographic groups of people impacted by drowning, historical traumas, and social determinants, also impacting some communities that are at greater risk (WHO 2021, CDC, 2023). Although there are national and international efforts to address the importance of water …

The Association Of Patient-Provider Language Concordance With Healthcare Comprehension Among Latino/As In Oregon, Grace Parra

University Honors Theses

Background: The purpose of this study is to describe the need and preferences among Mexican-origin Latinos in Oregon for language-concordant healthcare providers. We hypothesize that the presence of a language concordant provider is associated with greater health care comprehension.

Methods: This is a cross sectional study in collaboration with the General Consulate of Mexico. We developed a 20-item survey that includes questions about socio-demographics, a validated language-based acculturation scale, and questions regarding language concordant care experience and preferences used in previous studies. We are recruiting at the Mexican Consulate 500 Latino/as ages 18 or older who had a healthcare visit …

Social Determinants Of Health And Us Cancer Screening Interventions: A Systematic Review, Ariella R Korn, Callie Walsh-Bailey, Margarita Correa-Mendez, Peter Delnero, Meagan Pilar, Brittney Sandler, Ross C Brownson, Karen M Emmons, April Y Oh

2020-Current year OA Pubs

There remains a need to synthesize linkages between social determinants of health (SDOH) and cancer screening to reduce persistent inequities contributing to the US cancer burden. The authors conducted a systematic review of US-based breast, cervical, colorectal, and lung cancer screening intervention studies to summarize how SDOH have been considered in interventions and relationships between SDOH and screening. Five databases were searched for peer-reviewed research articles published in English between 2010 and 2021. The Covidence software platform was used to screen articles and extract data using a standardized template. Data items included study and intervention characteristics, SDOH intervention components and …

Sound-Category Learning And Memory Skills In Neurotypical Adults And Adults With Language-Learning Disabilities, Allison Fulcher

University Honors Theses

This study evaluates the impact of memory skills (procedural, declarative, and working) and sound discrimination abilities, on the ability of adults with and without Language Learning Disability (LLD) to learn two sound-category structures, one designed to be learned implicitly and the other designed to be learned explicitly. This design tests a theorized etiology for LLD, the Procedural Deficit Hypothesis (PDH), which posits that LLD is caused by selective impairments to procedural memory and implicit learning. It also serves to evaluate factors and conditions that contribute to success in second-language learning for adults, who are less neurologically suited to the task …

Missed And Prior Diagnoses In Children Later Diagnosed With Autism, Maire Diemer

Dissertations

Awareness of autism is rising, yet social determinants of health continue to impact rates, ages of diagnosis, and diagnostic load. Different psychiatric labels carry stigmas; unequal rates of diagnoses may indicate biases in the healthcare system. This study investigates six prior diagnoses (ADHD, disorders of conduct, adjustment, anxiety, mood, and intellectual disability) assigned to children who are later diagnosed with autism. The study investigates how race, sex, and geographic factors were associated with age of diagnosis and diagnostic load. This study utilized a sample of 13,850 children aged 2-10 who were diagnosed with autism on Missouri Medicaid between 2015 and …

Asymmetric Event-Related Potential Priming Effects Between English Letters And American Sign Language Fingerspelling Fonts, Zed Sevcikova Sehyr, Katherine J. Midgley, Karen Emmory, Phillip J. Holcomb

Communication Sciences and Disorders Faculty Articles and Research

Letter recognition plays an important role in reading and follows different phases of processing, from early visual feature detection to the access of abstract letter representations. Deaf ASL–English bilinguals experience orthography in two forms: English letters and fingerspelling. However, the neurobiological nature of fingerspelling representations, and the relationship between the two orthographies, remains unexplored. We examined the temporal dynamics of single English letter and ASL fingerspelling font processing in an unmasked priming paradigm with centrally presented targets for 200 ms preceded by 100 ms primes. Event-related brain potentials were recorded while participants performed a probe detection task. Experiment 1 examined …

Understanding The Consumption Of Antimicrobial Resistance–Related Content On Social Media: Twitter Analysis, Hyunuk Kim, Chris R. Proctor, Dylan Walker, Ronan R. Mccarthy

Business Faculty Articles and Research

Background: Antimicrobial resistance (AMR) is one of the most pressing concerns in our society. Today, social media can function as an important channel to disseminate information about AMR. The way in which this information is engaged with depends on a number of factors, including the target audience and the content of the social media post.

Objective: The aim of this study is to better understand how AMR-related content is consumed on the social media platform Twitter and to understand some of the drivers of engagement. This is essential to designing effective public health strategies, raising awareness about antimicrobial …

Improving Communication Access With Deaf People Through Nursing Simulation: A Cross-Disciplinary Collaboration, Jamie L. Mccartney Ph.D., Tracy Gidden, Jennifer Biggs, Kathy Geething, Karl Kosko Ph.D.

Journal of Gender, Ethnic, and Cross-Cultural Studies

Baccalaureate nursing and sign language interpreting students participated in a pediatric discharge simulation with a deaf person playing the role of the baby’s parent. At the conclusion of the simulation, participants were emailed a consent letter and a link to a 17-item questionnaire developed by the authors. Responses were analyzed both quantitatively and qualitatively, whereby nonparametric statistics were calculated to examine Likert-scale items. A Mann-Whitney test statistic was calculated, instead of an independent samples t-test, given the smaller sample in the current study (n = 26). A question was posed to participants that evaluated their self-perception of the effectiveness of …

The Covid-19 Pandemic And Immigration- A Case Study Of Sweden, Sayantan Ghosal

International Journal on Responsibility

The Covid-19 pandemic has brought challenges to the trend of immigration, rules of immigration, and immigrants in the state. For those Swedish employers who employ non-EU citizens, the outbreak has created several business immigration-related issues. In addition to this, refugees are also a vulnerable group in society who face several challenges ranging from asylum to integration. Compromised living conditions and health facilities put them at greater health risks if infected with the virus. The long-term consequences of this pandemic in the case of refugees may also take the form of unemployment and social isolation. The paper focuses on labour immigrants …

Studying Changes In Covid-19 Vaccination Attitudes By Race Across Major Socio-Political Events, May Oo Khine

Quantitative Social Science Undergraduate Senior Theses

This thesis explores the dynamics of COVID-19 vaccination attitudes on Twitter across three specific events, focusing on changes observed within different racial groups. Understanding the shifts in public sentiment regarding COVID-19 vaccination is crucial for developing targeted interventions to improve vaccine uptake and decision-making among individuals from diverse racial backgrounds. To conduct this study, I first collected tweets from one month before and after each selected event. I built two machine learning classifiers to perform sentiment and emotion analysis on these collected tweets. Additionally, an AI facial recognition model was utilized to categorize Twitter users by race. This enabled the …

Evaluation Of Feasibility And Acceptability Of A Web-Based Diabetes Prevention Program (Dpp) For Diabetes Risk Reduction In Chinese Americans In New York City, Ming-Chin Yeh, Wincy Lau, Claire Anselmo Keady, Margrethe Horlyck-Romanovsky, Ho-Jui Tung, Lu Hu, Grace X. Ma, Judith Wylie-Rosett

Health Policy & Community Health: Faculty Publications

Introduction: Intensive lifestyle intervention remains an effective modality to reduce diabetes incidence and delay the progression to type 2 diabetes. The primary aim of this study was to pilot-test the feasibility and acceptability of a culturally and linguistically tailored web-based DPP intervention among Chinese Americans with prediabetes living in New York City.

Methods: Thirteen Chinese American participants with prediabetes were recruited to complete a 1-year web-based Diabetes Prevention Program (DPP) lifestyle intervention. Quantitative and qualitative measures such as retention rate and data collected from web-based questionnaires and focus groups were collected and analyzed to assess study feasibility and …

Effects Of Controllability And Language On Stigma Toward Mental Illness, Claire E. Shaver, Kevin M. Summers, Gina A. Paganini, E. Paige Lloyd

Undergraduate Theses, Capstones, and Recitals

Although past work consistently demonstrates perceivers stigmatize mental illness; which dimensions of stigma are relevant for specific conditions remains debated (Brohan et al., 2010). In the current work, we manipulated (between subjects) the controllability of fictitious mental illnesses and examined participants stigmatization across six dimensions (Fear, Help, Forcing Treatment, and Negative Emotions; Brown, 2008). We also examined whether effects of controllability were moderated by language (within subjects; person-first vs identity-first). We consistently found effects of controllability such that participants in the low (compared to high) condition responded with more fear, empathy, negative emotion, and intention to force treatment, but also …

Ultrasound Visual Biofeedback Training For Speech Language Pathology Students: A Single Case Design, Ahmed Rivera Campos, Jyl Ristau

Teaching and Learning in Communication Sciences & Disorders

This study examined the effectiveness of an ultrasound visual biofeedback (UVB) training on speech-language pathology (SLP) students’ assessment of sonographic tongue configuration. This study examined the presence of a functional relation between an ultrasound visual biofeedback (UVB) training within the Participatory Adult Teaching Strategy framework and speech-language pathology (SLP) students’ assessment of sonographic tongue configuration. Method: This study employed a multiple baseline, single-case design across participants and behaviors for data collection and analysis. Four graduate and three undergraduate level SLP students participated. Results: Percentage of goal obtained indicated that training was effective across participants and behaviors for teaching SLP students …

Enriching Pre-Clinical Education With Near-Peer Learning Experiences, Alisha P. Springle, Danika L. Pfeiffer, Corrin Gillis

Teaching and Learning in Communication Sciences & Disorders

The purpose of this mixed methods study was to examine the outcomes of two instructional methodologies (traditional and peer-assisted learning; PAL) used in a clinical methods course for undergraduate speech-language pathology (SLP) students. The sample included 53 undergraduate SLP students (near-peer learners) as well as 27 graduate SLP students and 7 clinical fellows (near-peer tutors). Traditional instruction was used during the first half of the course and PAL was added during the second half. The undergraduate SLP students’ weekly written reflections and grades (mid-term and final) were collected for analysis. Students demonstrated a preference for peer- and near-peer learning experiences …

Gender Diversity Cultural Responsiveness Education In Speech-Language Pathology Graduate Programs: A Pilot Survey, Tara E. Dickinson, Molly A. Normandin, Rachel W. Mulheren

Teaching and Learning in Communication Sciences & Disorders

Purpose: Gender-affirming voice therapy aims to align a person’s voice and communication with their gender identity. Historically, transgender and gender-nonconforming (TGNC) individuals have been marginalized and continue to face significant healthcare disparities. The goal of this research was to examine the self-perceived preparedness of recent speech-language pathology (SLP) graduates for working with TGNC clients. A survey was developed to include both multiple choice and open-ended questions. Topics included graduate-level training on working with TGNC individuals, perceived preparedness to work with this client population, educational resources sought by respondents, and suggested improvements for SLP graduate programs. Thirty recent (since 2016) …

Establishing Cueing Skills When Treating Bilingual Speech Sound Disorders, Carlos D. Irizarry-Pérez, Mirza J. Lugo-Neris, Andrea Martinez-Fisher

Teaching and Learning in Communication Sciences & Disorders

Purpose: This study sought to train cueing skills in first-year graduate students when working with bilingual children with speech sound disorders to ensure fidelity of intervention of a larger research investigation.

Method: Before explicitly training cueing skills, three students were randomly assigned bilingual clients that had been previously diagnosed with a speech sound disorder and asked to administer trial therapy. During the instructional phase, we gave students a cueing protocol, a scoring template, and feedback. We assessed performance according to challenge-point criteria and adherence to our cueing protocol.

Results: Performance varied per student, but overall scores were higher during the …

Deaf Adults’ View Of Having Speech Language Therapy In Early Schooling, Ashley Greene, Diane Clark, G. Marissa Ramos, Caroline K. Koo, Megan B. Wimberly, Danielle Goyette

JADARA

Speech therapy and interactions with Speech Language Pathologists (SLPs) during early adolescence is a common experience of many Deaf individuals. The decision to attend speech therapy is typically made by their hearing parents in conjunction with medical and educational professionals who hold the view that deaf children need to fit into the hearing world (Harmon, 2013). With the American Speech-Language-Hearing Association (ASHA) showing that the majority of currently licensed SLPs work in school settings (ASHA, 2018) coupled with the fact that the majority of deaf children receive some speech therapy in their early schooling years, the team wanted to know …

Psychometric Properties Of The Suicide Behaviors Questionnaire-Revised (Sbq-R) In American Sign Language, Jared A. Embree, Amanda M. Hinson-Enslin, Kathy Taylor, Josephine Wilson

JADARA

Limited research has focused on the risk of suicide within the deaf community, and no published studies to date report SBQ-R scores in deaf populations. The purpose of this study was to adapt the Suicide Behaviors Questionnaire-Revised into American Sign Language (SBQ-R-ASL). After the translation protocol was completed, the SBQ-R-ASL was field-tested with 340 deaf individuals in a national sample. Data analysis indicated satisfactory validity and internal consistency, and a Principal Components Analysis resulted in one factor. Field-test data revealed a mean SBQ-R-ASL score of 8.76, which is above published cutoff scores for suicide risk. These findings demonstrate a crucial …

Food Insecurity Among Deaf And Hard Of Hearing: A Scoping Review, Rylea Saunders, Laportia Jackson, Julia Vandermolen

JADARA

The authors employed a scoping review to examine peer-reviewed journal articles published between 2017 and 2020 focusing on the relationship between food insecurity among deaf and hard of hearing (DHOH) populations and language barriers using American Sign Language (ASL). Four databases yielded 257 peer-reviewed articles during the initial search. Four peer-reviewed articles were included in the review to explore the relationship between food insecurity among DHOH populations and language barriers using ASL. Multiple contributing factors create a food-insecure individual. Results indicate that income level, mental health status, and caregiver communication are all predictors of food security for DHOH. One of …