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Full-Text Articles in Entire DC Network
Tense And Agreement Measures In Young African American English-Speaking Children, Kwaku Nyantakyi
Tense And Agreement Measures In Young African American English-Speaking Children, Kwaku Nyantakyi
LSU Doctoral Dissertations
The Tense Marker Total (TMT) and the Tense and Agreement Productivity (TAP) score are two ways of measuring children’s tense and agreement systems, and studies have shown that both measures track developmental growth across different ages in General American English (GAE)-speaking children. This dissertation examined the feasibility and validity of using these measures for children learning African American English (AAE).
The data were cross-sectional archival language samples from 38 AAE-speaking children who ranged in age from three to five years (11 at 3 years, 12 at 4 years, 15 at 5 years). The language samples were coded and scored for …
Modeling The Importance Of Life Exposure Factors On Memory Performance In Diverse Older Adults: A Machine Learning Approach, Evan Fletcher, Marianne Chanti-Ketterl, Emily Hokett, Yi Lor, Umesh Venkatesan, Ruijia Chen, Omonigho M. Bubu, Rachel Whitmer, Paola Gilsanz, Zvinka Z. Zlatar
Modeling The Importance Of Life Exposure Factors On Memory Performance In Diverse Older Adults: A Machine Learning Approach, Evan Fletcher, Marianne Chanti-Ketterl, Emily Hokett, Yi Lor, Umesh Venkatesan, Ruijia Chen, Omonigho M. Bubu, Rachel Whitmer, Paola Gilsanz, Zvinka Z. Zlatar
Moss-Magee Rehabilitation Papers
INTRODUCTION: Many health life exposure factors (LEFs) influence cognitive decline and dementia incidence, but their relative importance to episodic memory (an early indicator of cognitive decline) among diverse older adults is unclear. We used machine learning to rank LEFs for memory performance in a large and diverse US cohort.
METHODS: Kaiser Healthy Aging and Diverse Life Experiences (KHANDLE) and Study of Healthy Aging in African Americans (STAR), participants underwent neuropsychological testing and answered questionnaires about multiple LEFs. XGBoost and Shapley Additive exPlanation values ranked the importance of factors influencing cross-sectional episodic memory in the full sample and by sex and …
The Future Of The Arab Media Industry In Utilizing Artificial Intelligence Technologies: A Foresight Study (2024 To 2034), Mohammedwesam Amer, Abdullah Mohammed Atbiqa
The Future Of The Arab Media Industry In Utilizing Artificial Intelligence Technologies: A Foresight Study (2024 To 2034), Mohammedwesam Amer, Abdullah Mohammed Atbiqa
Middle East Journal of Communication Studies
This study explores the future of the Arab media industry from 2024 to 2034 in light of the increasing integration of artificial intelligence (AI) technologies. It identifies key media sectors likely to be affected by AI—such as content creation, news production, editing, and audience engagement—and proposes strategies for effective implementation. The study employs a descriptive survey methodology grounded in the Unified Theory of Acceptance and Use of Technology (UTAUT). Data were collected via an electronic questionnaire from a purposive sample of 264 respondents across 18 Arab countries, including academic elites and media professionals working with Arab media institutions. Findings reveal …
School Safety And Health Policies, Bob Underwood, Erin Mccann
School Safety And Health Policies, Bob Underwood, Erin Mccann
Pediatrics in Practice: A CME Podcast
In this episode, we sit down with Dr. Erin McCann, MD, MPH, attending physician at the Children’s Mercy Primary Care Clinic, to explore the evolving landscape of school safety and health policies. From mental health support and chronic illness management to emergency preparedness and public health mandates, Dr. McCann shares practical insights on how pediatricians can partner with schools and families to create safer, healthier learning environments. Whether you're navigating new legislation or advocating for your patients, this conversation offers timely guidance and actionable takeaways.
Click here to stream the podcast episode.
Understanding Loss To Follow-Up: The Role Of Social Determinants Of Health In Infants Referred After A Positive Newborn Screening – A Quantitative Analysis, Betsy Graham-Moeller Graham-Moeller
Understanding Loss To Follow-Up: The Role Of Social Determinants Of Health In Infants Referred After A Positive Newborn Screening – A Quantitative Analysis, Betsy Graham-Moeller Graham-Moeller
Walden Dissertations and Doctoral Studies
Newborn screening (NBS) is a vital U.S. public health initiative that identifies medical conditions shortly after birth. Patients with positive screenings are referred for medical follow-up or evaluation. However, many patients do not receive the recommended long-term follow-up, posing concerns for healthcare providers and public health professionals working to ensure timely treatment and care continuity. Based on the Social Determinants of Health framework, this quantitative, retrospective cohort study aimed to examine demographic and clinical factors associated with follow-up adherence among 691 infants identified through NBS in Colorado and Wyoming. The purpose of the study was to determine whether race, ethnicity, …
Exploring The Relationship Of Integrated Behavioral And Primary Healthcare With Wellness Profiles: Implications For Counseling Practice, Alexander M. Fields, Dodie Limberg, Angie Starrett
Exploring The Relationship Of Integrated Behavioral And Primary Healthcare With Wellness Profiles: Implications For Counseling Practice, Alexander M. Fields, Dodie Limberg, Angie Starrett
The Journal of Integrated Primary Care
This study utilizes the Indivisible Self Model (IS-WEL) and latent profile analysis (LPA) to investigate the relationship between integrated behavioral and primary healthcare and wellness profiles. A national sample of 466 adults who received counseling services within the last year completed surveys assessing wellness (5F-WEL), integrated care levels, and demographic variables. LPA identified four wellness profiles: Comfortably Well, Managed Well, Approaching Well, and Disconnected Well, each associated with unique demographic, physical, and mental health characteristics. Despite theoretical links between integrated care and wellness, the relationship between reported levels of care integration and wellness profiles was not statistically significant, highlighting limitations …
Analyzing Food Access: An Investigation Of Food Insecurity Amongst Latinos In Rural Nebraska, Natalia Santos
Analyzing Food Access: An Investigation Of Food Insecurity Amongst Latinos In Rural Nebraska, Natalia Santos
Theses & Dissertations
Background: Food insecurity is a public health issue in the United States, with disproportionately higher rates among Latino/Hispanic households. Rural communities face unique geographical, socioeconomic, and systemic barriers that often exacerbate food access disparities. Despite the growing Latino population in rural areas, particularly in Midwestern states like Nebraska, there remains a critical gap in comprehensive research that integrates both objective and subjective understandings of their food environments. Understanding these multifaceted influences is crucial for developing effective, culturally sensitive interventions.
Problem Statement: This dissertation aims to answer the central question: How does food access and food insecurity manifest amongst Latinos in …
Earth Care Trusted Messengers: Vaccine Access Project, Camille Velarde, Theresa H. Cruz
Earth Care Trusted Messengers: Vaccine Access Project, Camille Velarde, Theresa H. Cruz
Reports & Documents
Spanish-speaking communities in New Mexico continue to face persistent barriers to vaccine access, confidence, and culturally relevant health information. The Earth Care Trusted Messengers Vaccine Access Project was implemented in Santa Fe to address these inequities using a peer-to-peer, community-rooted model. Trusted Messengers, respected community members, participated in a full-day training covering vaccine science, misinformation, communication strategies, and resource navigation, and subsequently facilitated small “house meetings” to engage peers in open conversations about vaccines. A mixed-methods evaluation assessed changes in confidence, knowledge, and community connectedness using pre-/post-/follow-up surveys, weekly implementation logs, and a final focus group. Quantitative findings showed large …
The Speech-To-Song Illusion Across Development And The Effects Of High-Level Expectations, Rodica R. Constantine
The Speech-To-Song Illusion Across Development And The Effects Of High-Level Expectations, Rodica R. Constantine
UNLV Theses, Dissertations, Professional Papers, and Capstones
The typical listener can readily categorize auditory stimuli as either speech or song even though these structures share many acoustic similarities. These musical and linguistic categories may nevertheless take time to develop as children acquire language- and music-specific knowledge. In the Speech-to-Song (STS) illusion, multiple repetitions of a natural spoken utterance can give rise to a perceptual switch wherein the stimulus begins to sound song-like to the listener. While the STS illusion has been well-researched in adult listeners, it had yet to be investigated in children. In our study, we examined whether children experience the STS illusion by presenting participants …
Culturally Responsive Occupational Therapy Treatment Guide For African-American And Hispanic People With Eating Disorders, Desere N. Cooper
Culturally Responsive Occupational Therapy Treatment Guide For African-American And Hispanic People With Eating Disorders, Desere N. Cooper
Student Capstone Papers
This capstone project addressed the critical need for a culturally responsive approach to occupational therapy in the treatment of African-American and Hispanic with eating disorders (EDs) in the United States. Although EDs impair physical, cognitive, and psychosocial functioning, these communities often encounter systemic barriers such as cultural stigma, food insecurity, and inadequate assessment tools rooted in Eurocentric norms—that contribute to underdiagnosis, limited access to care, and poorer outcomes. The central issue addressed was the absence of clear, culturally relevant guidance for occupational therapy practitioners working with these underserved populations. The project was informed by a comprehensive literature review and synthesis …
The Association Between Sunlight Exposure Duration, Region Of Birth And Skin Conditions Linked To Skin Cancer Risk Among Migrant Hispanic Farmworkers, Uchechukwu Fidelia Nnoruka
The Association Between Sunlight Exposure Duration, Region Of Birth And Skin Conditions Linked To Skin Cancer Risk Among Migrant Hispanic Farmworkers, Uchechukwu Fidelia Nnoruka
Walden Dissertations and Doctoral Studies
Prolonged exposure to sunlight increases the risk of developing skin conditions linked to skin cancer. Migrant Hispanic farmworkers are especially at risk due to extended outdoor labor, limited access to preventive care, and minimal occupational protections. The purpose of this quantitative study was to examine the association between sun exposure duration and region of birth with the presence of skin conditions associated with skin cancer among migrant Hispanic farmworkers in the United States. This study was grounded by the Social Ecological Model, which provided a comprehensive framework for examining multilevel factors influencing skin health outcomes. Using a cross-sectional design, secondary …
Perceptions Of Secondary School Faculty About Vaping Behaviour In Secondary School Students: A Qualitative Analysis In Muscat, Oman, Thamra Al Ghafri, Riyadh Al Siyabi, Rawnaq Al Said, Nihal Afifi, Mohamed Al Harthi, Ahmed Al Harthi
Perceptions Of Secondary School Faculty About Vaping Behaviour In Secondary School Students: A Qualitative Analysis In Muscat, Oman, Thamra Al Ghafri, Riyadh Al Siyabi, Rawnaq Al Said, Nihal Afifi, Mohamed Al Harthi, Ahmed Al Harthi
Sultan Qaboos University Medical Journal
Objectives: The World Health Organization has reported concerns around the increase in vaping behaviour in adolescents. This study aimed to explore the perceptions of the faculty of secondary public schools in Muscat regarding: (a) reasons for vaping among students, (b) impact of this behaviour on school/class dynamics and families and (c) effective interventions within and beyond schools. Methods: This qualitative study held 4 focus groups among secondary school faculty at 4 secondary public schools in the areas of A'Seeb, Al Amarat, Bausher and Muscat in Oman from February to March 2023. Discussions were transcribed verbatim, anonymised and thematically …
Tutorial: A Guide To Getting Started With The Clinical Fellowship Experience, Christi Masters, Mariel L. Schroeder
Tutorial: A Guide To Getting Started With The Clinical Fellowship Experience, Christi Masters, Mariel L. Schroeder
Department of Speech, Language, and Hearing Sciences Faculty Publications
Purpose:
The clinical fellowship (CF) experience is a pivotal time for speech-language pathologists as it marks the transition from being a student clinician to practicing as an independent clinician. The Clinical Fellow embarks on this process with the support of a CF mentor, who serves a critical role in supporting the development and growth of a new professional. The Clinical Fellow and mentor must also consider the standards and implementation procedures defined by the Council for Clinical Certification in Audiology and Speech-Language Pathology (CFCC) for the Clinical Fellow to successfully obtain the American Speech-Language-Hearing Association (ASHA) Certificate of Clinical Competence …An Implementation Study Of Phonological Awareness Assessment Tasks For Literacy Development In D/Deaf And Hard Of Hearing Students, Sara Tuddenham
An Implementation Study Of Phonological Awareness Assessment Tasks For Literacy Development In D/Deaf And Hard Of Hearing Students, Sara Tuddenham
Electronic Theses and Dissertations
Minimal auditory input can impact phonological awareness skill acquisition in d/Deaf and hard of hearing (DHH) students. Teachers of the Deaf and speech-language pathologists can assess and instruct DHH students through methods tailored to their needs, but research on effective strategies is limited. This study explores the development and implementation of a linguistically and culturally inclusive set of phonological awareness tasks for DHH students at Western Pennsylvania School for the Deaf (WPSD). Tasks investigate phonological awareness in spoken English (i.e., rhyming, sound matching, blending, etc.) and American Sign Language (i.e., ASL parameters) for nine DHH students. Results indicate the feasibility …
Quality Improvement Project Evaluating The Impact Of A Structured Training Program On Cultural Competency Among Mental Health Providers In A Local Outpatient Clinic, Adedamola Adefioye
Quality Improvement Project Evaluating The Impact Of A Structured Training Program On Cultural Competency Among Mental Health Providers In A Local Outpatient Clinic, Adedamola Adefioye
Doctor of Nursing Practice Projects
Culturally responsive care is critical in addressing mental health disparities, but many mental health providers express feeling unprepared to engage with culturally diverse patients. Low cultural competence is associated with communication failures, lack of patient trust, and the possibility of poorer treatment outcomes. This quality improvement project evaluated the impact of a structured cultural competency training program at an outpatient behavioral health clinic. A quasi-experimental, one-group pre-test/post-test design was used with the Inventory for Assessing the Process of Cultural Competence Among Healthcare Professionals - Revised (IAPCC-R). Eight licensed mental health providers participated in four weekly one-hour interactive training sessions using …
Describing Latent Tuberculosis Infection And Treatment Completion In Virginia: A Social Determinants Of Health Approach, Amber N. Harmon
Describing Latent Tuberculosis Infection And Treatment Completion In Virginia: A Social Determinants Of Health Approach, Amber N. Harmon
Electronic Theses and Dissertations
While the treatment of latent tuberculosis infection is a key strategy in tuberculosis elimination nationally and globally, there is a limited understanding of the general prevalence of latent tuberculosis as well as factors related to successful treatment. This dissertation describes the known landscape of latent tuberculosis in Virginia and explores possible factors related to latent tuberculosis infection treatment through three manuscripts. The first manuscript, Chapter 1, outlines the overall proposal for this dissertation research in the style of a National Institute of Health grant proposal. The second manuscript, Chapter 2, describes the current understanding of the factors related to latent …
Enhancing Health Literacy Among Spanish-Speaking Individuals With Parkinson’S Disease, Christie Ledezma
Enhancing Health Literacy Among Spanish-Speaking Individuals With Parkinson’S Disease, Christie Ledezma
Occupational Therapy Student Capstones
Parkinson’s disease may be significantly under-represented and inadequately treated in rural areas, specifically in the Spanish-speaking community due to lower health literacy levels and limited resources. Project: Determine barriers faced by Spanish-speaking individuals with Parkinson’s disease and implement into solutions.
Enhancing Digital Health Development Through Speech Act Theory: Application To Peripartum Depression Management, Alexandra Zingg, Tavleen Singh, Michael Truong, Sahiti Myneni
Enhancing Digital Health Development Through Speech Act Theory: Application To Peripartum Depression Management, Alexandra Zingg, Tavleen Singh, Michael Truong, Sahiti Myneni
Faculty, Staff and Student Publications
The peripartum period is a time of complex transition into motherhood when women may develop peripartum depression (PPD). Digital information sources can help prevent and monitor symptoms through social support and mental health knowledge. However, few studies have characterized the content and form of peer interactions in PPD online forums to inform interventions. In this paper, we present preliminary work using a dataset of 55,301 interactions to inform our digital health development. We combine manual coding for speech acts, behavioral theory mapping, and user engagement modeling to conceptualize dynamic digital education modules for PPD. Results reveal "Expressive" speech act, where …
Peer Mentoring, Camaraderie, And Support (Pmcs) Of Southern New Jersey: Suicide Prevention Using Human Experience And Social Determinants Of Health, Ali A. Poorani, Matthew Jacobs, Patrick Carney, Jaclyn Tomasetti
Peer Mentoring, Camaraderie, And Support (Pmcs) Of Southern New Jersey: Suicide Prevention Using Human Experience And Social Determinants Of Health, Ali A. Poorani, Matthew Jacobs, Patrick Carney, Jaclyn Tomasetti
Patient Experience Journal
Suicide prevention is a high priority for Veterans Health Administration (VHA). Recent data show an increase in suicide rates, especially among Veterans that had not used VHA health services and nor had received any VHA benefits. Meanwhile, data collected for the past two decades reveals a decline in suicide rates among Veterans who were recent VHA users with mental health or substance use disorders. The objective of the Peer Mentoring, Camaraderie, and Support (PMCS) Program was to explore novel ways to reengage and reintegrate Veterans into their earned VA healthcare benefits, and examine the effectiveness of this new initiative by …
Understanding Patient Experiences: A Qualitative Study On Communication And Cultural Competence In Multiple Sclerosis Care, Vaishnavi Sridharan, Charee Thompson, Rola Mahmoud, Minnatallah N. E. Eltinay, Chungyi Chiu
Understanding Patient Experiences: A Qualitative Study On Communication And Cultural Competence In Multiple Sclerosis Care, Vaishnavi Sridharan, Charee Thompson, Rola Mahmoud, Minnatallah N. E. Eltinay, Chungyi Chiu
Patient Experience Journal
Objective: Effective communication is crucial in multiple sclerosis (MS) care, influencing patient satisfaction, self-management, and health outcomes. This study explores the experiences of people with MS (PwMS) regarding communication with healthcare providers and between providers within healthcare systems. Methods: This qualitative study analyzed open-ended responses from 590 participants in a national cross-sectional survey. Thematic content analysis was conducted to explore MS patients’ experiences with healthcare communication and care delivery. Results: Three major themes emerged: (1) Patient-provider communication, where 62.9% of participants reported positive experiences, citing responsiveness and empathy, while 37.1% noted issues such as inattentiveness and rushed consultations. (2) …
The Exploration Of Self-Management Support Programs For African American Adults Ages 18 To 75 In Harnett County, North Carolina, Moya Camille Henny
The Exploration Of Self-Management Support Programs For African American Adults Ages 18 To 75 In Harnett County, North Carolina, Moya Camille Henny
Doctoral Dissertations and Projects
This phenomenological study explored the health needs and self-management experiences of African American adults ages 18 to 75 living with type 2 diabetes and hypertension in Harnett County, North Carolina. The study aimed to understand how self-management support programs could be better tailored to meet the cultural, social, and behavioral needs of this population, who face a disproportionate burden of these chronic conditions. Guided by Critical Care Theory, Chronic Care Model, and Social Cognitive Theory, the research examined how systemic inequalities, community resources, and personal beliefs shaped participants’ ability to manage their health. Data were collected through in-depth, semi-structured interviews …
Establishing Operational Foundations In A Faculty-Led Clinic: Workflow Design, Role Development, And Service Planning, Rebecca Wensmann
Establishing Operational Foundations In A Faculty-Led Clinic: Workflow Design, Role Development, And Service Planning, Rebecca Wensmann
DNP Projects
A Central Minnesota College, in collaboration with local community partners, sought to provide access to medical care for an underserved population while offering opportunities for graduate and undergraduate nursing education. They achieved this by establishing a faculty-led clinic in a high-poverty level area in Central Minnesota, where nearly 7% of the population under the age of 65 lacked health insurance (U.S. Census Bureau, 2024). Research was completed on clinic workflows and processes, as well as many interviews with clinics and community members throughout Minnesota. With this data, a clinic workflow, job description list, and services offered were created. This information …
Understanding Hispanic Cultural Strengths Through Parents’ Voices: Insights For Interdisciplinary School Personnel, David Moran, Johana Rocha, Kristy Carlisle
Understanding Hispanic Cultural Strengths Through Parents’ Voices: Insights For Interdisciplinary School Personnel, David Moran, Johana Rocha, Kristy Carlisle
Journal of Human Services Scholarship and Interprofessional Collaboration
Examining the strengths of Hispanic cultural values among K-12 school students is a generally understudied concept, and from their parents’ perspective specifically. This study sought to take a qualitative approach toward the exploration of Hispanic parents’ perspectives on how their cultural values promote strengths within their school-aged children. Hispanic parents (N = 8) participated in bilingual (i.e., Spanish and English) focus groups, with the results providing content that can inform culturally responsive prevention and intervention strategies to support the roles of interdisciplinary school personnel who regularly interact with the children. Findings pointed to (a) interaction with peers and school …
Yo Soy Minnesota: Bridging Health Equity Gaps With Culturally And Linguistically Inclusive Resources For Hispanics In Central Minnesota, Liz Damaris Vincente Berrios
Yo Soy Minnesota: Bridging Health Equity Gaps With Culturally And Linguistically Inclusive Resources For Hispanics In Central Minnesota, Liz Damaris Vincente Berrios
DNP Projects
Health disparities are preventable yet persist due to systemic inequities in social, economic, and healthcare structures. Rooted in historical injustices and social determinants of health, these disparities disproportionately impact minority communities, including Hispanics in Central Minnesota. Barriers such as limited English proficiency (LEP), provider biases, and inadequate health literacy further exacerbate inequitable health outcomes. Culturally and Linguistically Appropriate Services (CLAS) offer a modifiable solution to mitigate these disparities by ensuring healthcare resources align with diverse beliefs, practices, and linguistic needs. This project focuses on CLAS as a modifiable factor affecting Hispanics in Central Minnesota and explores the impact of "Yo …
A Quality Improvement Project Cultural Competency: A Project For Improving Culturally Competent Care Among Mental Health Providers, Lanre Olanrewaju
A Quality Improvement Project Cultural Competency: A Project For Improving Culturally Competent Care Among Mental Health Providers, Lanre Olanrewaju
Doctor of Nursing Practice Projects
Cultural competence, knowledge, and awareness are essential for improving mental healthcare outcomes in diverse populations. Despite the need, the absence of structured cultural competence training contributes to reduced quality of care and health disparities. The purpose of this quality improvement project is to improve cultural awareness and knowledge among mental health providers at an outpatient clinic by implementing structured staff training. A needs assessment identified gaps in cultural competence knowledge, inconsistent practices, and limited provider confidence in addressing diverse patient needs. In the methodology, the model used to answer the PICOT question is Purnell’s Model, guided by a structured process …
Enhancing Nurse Competence And Self-Efficacy In Delivery Of Medication Education At Discharge: A Quality Improvement Project Using The Teach-Back Method., Quinesia James
Doctor of Nursing Practice Papers
Medication nonadherence in pediatric psychiatric care contributes to worsening symptoms, delayed developmental progress, and increased hospitalizations. Adherence rates remain as low as 30–60%, accounting for up to $300 billion in avoidable healthcare costs annually. Low health literacy and inconsistent education strategies further complicate adherence. This quality improvement project took place on the child and adolescent psychiatric units at the project site, a large teaching hospital in a metropolitan area in the south-central United States, which serves patients aged 5–17 with complex mental health needs. The initiative aimed to improve nurses’ competence, self-efficacy, and time efficiency in delivering medication discharge education …
Mental Health Service Utilization Among Arab/Middle Eastern In The Us: Structural Disparities, Digital Access, And Stigma-Related Barriers., Fatima M. Aldarweesh
Mental Health Service Utilization Among Arab/Middle Eastern In The Us: Structural Disparities, Digital Access, And Stigma-Related Barriers., Fatima M. Aldarweesh
Electronic Theses and Dissertations
Arab Middle Eastern (AME) United States (US) college-attending students are more susceptible to disproportionate mental health problems and underutilization of mental healthcare services due to cultural, structural, and psychosocial barriers. The study examines mental health service utilization and mental health outcomes among AME, particularly focusing on the impact of structural, cultural, and psychosocial determinants grounded in Andersen and Aday’s Health Services research model and Corrigan’s stigma framework. The three interconnected aims use secondary nationally representative data from the Healthy Minds Study (HMS) 2019-2024. The study was analyzed using logistic regression and generalized structural equation modeling across three aims to identify …
Rethinking Health Systems Responsiveness In Low–And Middle-Income Countries, Meesha Iqbal
Rethinking Health Systems Responsiveness In Low–And Middle-Income Countries, Meesha Iqbal
Dissertations and Theses (Open Access)
Health systems responsiveness (HSR) refers to a health system’s ability to meet legitimate non-health expectations of the population. Traditionally, HSR has been conceptualized across eight domains: respect for dignity, autonomy, confidentiality, prompt attention to health needs, availability of basic amenities, choice of provider, access to social support networks, and clarity of communication. However, as the expectations of populations in high-income countries (HICs) and low- and middle-income countries (L&MICs) differ significantly due to diverse social and cultural contexts, the conceptualization of HSR also varies. We conducted a systematic review of literature to adapt and contextualize the HSR framework for L&MICs based …
Application Of Machine Learning In Early Childhood Development Research: A Scoping Review, Faith Benson, Daisy Chelangat, Willie Brink, Patrick Mwangala, Akbar Waljee, Cheryl Moyer, Amina Abubakar
Application Of Machine Learning In Early Childhood Development Research: A Scoping Review, Faith Benson, Daisy Chelangat, Willie Brink, Patrick Mwangala, Akbar Waljee, Cheryl Moyer, Amina Abubakar
Institute for Human Development, East Africa
Background: Early childhood development (ECD) lays the foundation for lifelong health, academic success and social well-being, yet over 250 million children in low- and middle-income countries are at risk of not reaching their developmental potential. Traditional measures fail to fully capture the risks associated with a child’s development outcomes. Artificial intelligence techniques, particularly machine learning (ML), offer an innovative approach by analysing complex datasets to detect subtle developmental patterns.
Objective: To map the existing literature on the use of ML in ECD research, including its geographical distribution, to identify research gaps and inform future directions. The review focuses on …
Individual Noise-Tolerance Profiles And Neural Signal-To-Noise Ratio: Insights Into Predicting Speech-In-Noise Performance And Noise-Reduction Outcomes, Subong Kim, Susan Arzac, Natalie Dokic, Jenn Donnelly, Nicole Genser, Kristen Nortwich, Alexis Rooney
Individual Noise-Tolerance Profiles And Neural Signal-To-Noise Ratio: Insights Into Predicting Speech-In-Noise Performance And Noise-Reduction Outcomes, Subong Kim, Susan Arzac, Natalie Dokic, Jenn Donnelly, Nicole Genser, Kristen Nortwich, Alexis Rooney
Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works
Background/Objectives: Individuals with similar hearing sensitivity exhibit varying levels of tolerance to background noise, a trait tied to unique individual characteristics that affect their responsiveness to noise reduction (NR) processing in hearing aids. The present study aimed to capture such individual characteristics by employing electrophysiological measures and subjective noise-tolerance profiles, and both were analyzed in relation to speech-in-noise performance and NR outcomes. Methods: From a sample of 42 participants with normal hearing, the neural signal-to-noise ratio (SNR)—a cortical index comparing the amplitude ratio between auditory evoked responses to target speech onset versus noise onset—was calculated, and individual noise-tolerance profiles were …