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Expression Levels Of Heat Shock Protein 72 And Their Correlation With Biomarkers Of Renal Function Among Hispanic Construction Workers Exposed To Ambient Heat In El Paso, Texas, Maria Fuentes Aug 2026

Expression Levels Of Heat Shock Protein 72 And Their Correlation With Biomarkers Of Renal Function Among Hispanic Construction Workers Exposed To Ambient Heat In El Paso, Texas, Maria Fuentes

Open Access Theses & Dissertations

Heat shock proteins (HSP) are intracellular molecular proteins that are upregulated in response to cellular stress, including heat exposure. Through their protective functions, HSP help maintain protein structure, prevent protein denaturation, and preserve cellular homeostasis during states of physiological stress. Because of their cytoprotective properties, HSP have emerged as potential biomarkers for detecting early signs of tissue injury and predicting clinical outcomes associated with heat related illnesses (HRI), including acute kidney injuries (AKI). AKI is a leading cause of hospitalizations due to heat stress exposure and heat stroke. In the absence of early detection and effective therapeutic interventions, AKI may …


Oral History With John Barry, Dan Royles Jul 2026

Oral History With John Barry, Dan Royles

History Faculty Scholarship

Oral history interview with John Barry, who has served as Executive Director of the Southern Tier AIDS Program (STAP) since 2008. He was born in Endicott, New York in 1966, grew up in Vestal, and attended high school at Seton Catholic Central in Binghamton before serving in Germany with the United States Army during the early 1980s. When he returned to Broome County in 1987, some of his friends had been affected by HIV/AIDS and, while earning a degree at SUNY Binghamton, Barry became involved in mutual aid efforts to help people affected by the disease. He went to work …


Full Issue: The International Undergraduate Journal Of Health Sciences, Volume 6, Issue 1, July 2026 Jul 2026

Full Issue: The International Undergraduate Journal Of Health Sciences, Volume 6, Issue 1, July 2026

International Undergraduate Journal of Health Sciences

Full Issue: The International Undergraduate Journal of Health Sciences, Volume 6, Issue 1, July 2026.


Public Responses About Air Quality In The World’S Ten Most Populous Countries, Noah Lim, Alessandro Del Ponte, Lina Ang, Wei Jie Seow Jul 2026

Public Responses About Air Quality In The World’S Ten Most Populous Countries, Noah Lim, Alessandro Del Ponte, Lina Ang, Wei Jie Seow

Political Science Faculty Articles and Research

Understanding how people view and react to outdoor air quality is crucial to effectively managing and responding to air pollution, which is a major threat to global public health. Using a quota sample of 10,618 respondents from 1,372 localities across the world’s ten most populous countries (Bangladesh, Brazil, China, Indonesia, India, Mexico, Nigeria, Pakistan, Russia, and the United States), we assessed the association between exposure to fine particulate matter with diameter ≤ 2.5 micrometers (PM2.5) and people’s knowledge, attitudes, perceptions, practices, and concern about air quality. Overall, we find an inverse association between air pollution exposure and knowledge about air …


“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 Jul 2026

“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 …


Loss Of Pleasure (Anhedonia): A Sex-Dependent, Cross-Species Consequence Of Unpredictable Signals To The Perinatal Brain, Anna M. Zhou, Madison R. Tetzlaff, Laura M. Glynn, Curt A. Sandman, Hal S. Stern, Tallie Z. Baram, Elysia Poggi Davis Jul 2026

Loss Of Pleasure (Anhedonia): A Sex-Dependent, Cross-Species Consequence Of Unpredictable Signals To The Perinatal Brain, Anna M. Zhou, Madison R. Tetzlaff, Laura M. Glynn, Curt A. Sandman, Hal S. Stern, Tallie Z. Baram, Elysia Poggi Davis

Psychology Faculty Articles and Research

Reward seeking is an essential component of human behavior. Anhedonia (reduced motivation for and pleasure in reward) is a core feature of several mental illnesses. Early life adversity associates with later impairments in reward behaviors and related psychopathology; however, specific aspects of early adversity that lead to disrupted reward behaviors are unknown. Capitalizing on evidence that unpredictable signals to the developing brain constitute adversity and influence neurodevelopment, we examined whether exposure to perinatal unpredictable maternal signals associated with diminished reward responsivity, and probed causality using experiments in mice. We analyzed a longitudinal human study (N=158 mother/child dyads) and a …


Demographic And Socioeconomic Factors Related To Visceral Leishmaniasis Infection In South Sudan, Duncan Ochieng Ochol Jul 2026

Demographic And Socioeconomic Factors Related To Visceral Leishmaniasis Infection In South Sudan, Duncan Ochieng Ochol

Walden Dissertations and Doctoral Studies

Visceral leishmaniasis, a severe parasitic disease that is invariably fatal, is characterized by frequent outbreaks, and is associated with poverty. South Sudan is among the countries with the highest burden of visceral leishmaniasis. However, few studies have investigated factors associated with visceral leishmaniasis in the country. This study investigated demographic (age, gender, marital status, education level and occupation) and socioeconomic factors (transport, access to health services and residence) that may be associated with visceral leishmaniasis infection in South Sudan. The study was anchored on the socioecological model conceptual framework, which describes the interaction between individual and their social environment and …


Bridging The Gap In Science Research: Preparing Students For College- Level Research In The Sciences, Victoria Helwig, Yaoguang Li Jul 2026

Bridging The Gap In Science Research: Preparing Students For College- Level Research In The Sciences, Victoria Helwig, Yaoguang Li

UConn Library Presentations

Many first-year students enter college unprepared to fully engage with scientific literature and academic library resources. Drawing on experiences from academic librarians working with STEM students, this session explores common gaps in science research skills, including navigating databases, identifying scholarly sources, and understanding the structure of scientific literature. Participants will be introduced to practical strategies and classroom-ready activities to better prepare students for college-level research. Discussion questions: What science research skills do students struggle with most when entering college? How can high school instruction better support these skills? Where can librarians and educators collaborate to support student success?


Examining Variations In Non-Conventional Health Care Utilization Among Students At A Hispanic-Serving Institution, Monideepa B. Becerra, Karina E. Corral Jul 2026

Examining Variations In Non-Conventional Health Care Utilization Among Students At A Hispanic-Serving Institution, Monideepa B. Becerra, Karina E. Corral

Journal of Social, Behavioral, and Health Sciences

The use of non-conventional health care, such as complementary and alternative medicine (CAM) and traditional healing practices, is increasing in the United States. Little is known, however, about its prevalence and influencing factors among college students—especially of varied racial/ethnic background. This study examined these patterns among college students using a cross-sectional survey conducted at a Hispanic-serving institution. Participants reported their use of non-conventional care, and demographic and motivational factors were analyzed using descriptive and bivariate analyses. Of the 641 participants, a majority reported CAM use (96%) and visits to a traditional healer (83%), with higher prevalence among Hispanic and female …


"It's Probably Like A Web": Complex Relationships Between Pain And Mental Health Among Bisexual+ Women With Chronic Pain, Aster Harrison, Mansha Mirza Jul 2026

"It's Probably Like A Web": Complex Relationships Between Pain And Mental Health Among Bisexual+ Women With Chronic Pain, Aster Harrison, Mansha Mirza

Department of Occupational Therapy Faculty Papers

INTRODUCTION: Bisexual+ women experience higher rates of both mental illness and chronic pain when compared to either straight or lesbian women. Their experiences of the relationship between their mental health and chronic pain remain underexplored. This article presents an intersectional Interpretive Phenomenological Analysis of the experiences of six bisexual+ women with chronic pain.

METHODS: Each woman completed two semi-structured interviews. Interviews were analyzed with Interpretive Phenomenological Analysis, beginning with in-depth case study analysis of each person's interviews before moving to comparison across cases.

RESULTS: Results indicated a complex web of multidirectional relationships between mental health and chronic pain. These relationships …


Medical Recommendations And Bmi Among Black And Hispanic Adolescent Females, Dorothea Polk Jul 2026

Medical Recommendations And Bmi Among Black And Hispanic Adolescent Females, Dorothea Polk

Walden Dissertations and Doctoral Studies

Adolescent obesity persists as a critical public health challenge in the United States, with Black and Hispanic adolescent females experiencing elevated rates. Adolescent obesity contributes to serious long-term health risks, but provider counseling may support body mass index (BMI) management. Guided by the social-ecological model, this study examined whether receiving medical recommendations to control or lose weight was associated with BMI among Black and Hispanic adolescent females aged 16–19 years and whether meal preparation habits and food security status moderated this association, controlling for age, household income, and race/ethnicity. This quantitative, cross-sectional secondary analysis used multiple linear regression analyses to …


Exercise Self-Efficacy And Physical Wellness In A Worksite Wellness Program: Exploring Factor Structure And Perceptions, Micah B. Mcglathery Jul 2026

Exercise Self-Efficacy And Physical Wellness In A Worksite Wellness Program: Exploring Factor Structure And Perceptions, Micah B. Mcglathery

Dissertations

Exploring Perceptions of Exercise Self-Efficacy and Physical Wellness in a Worksite Wellness Program

Abstract

Worksite wellness programs are increasingly adopted to address insufficient exercise participation and other health-related behaviors that put employees at risk of chronic disease. Although quantitative outcomes are well-documented, there is limited research exploring how employees perceive these programs' impact on personal behavior change, particularly in relation to exercise self-efficacy. Guided by the Social Cognitive Theory and the Exercise is Medicine initiative, this study qualitatively investigates employee perceptions of a worksite wellness program’s influence on physical wellness and confidence to exercise. A phenomenological approach using semi-structured interviews …


Clinical Corner: Pearls From Local Dentists Jul 2026

Clinical Corner: Pearls From Local Dentists

West Michigan District Dental Society Bulletin

"Clinical Corner: Pearls from Local Dentists" is a section of the WMDDS Bulletin where local dentists share clinical wisdom for fellow practitioners. This edition's topics include Behavior Guidance in Pediatric Dentistry, occupational pain, and occupational hearing loss


Bridging The Gap: Critical Resources For Grandparent Caregivers And Their Grandchildren, Kathy Dial, Cara Tonn, Omotomilola Jegede, Cindy Kekeh, Loriena Yancura, Michele Kekeh Jul 2026

Bridging The Gap: Critical Resources For Grandparent Caregivers And Their Grandchildren, Kathy Dial, Cara Tonn, Omotomilola Jegede, Cindy Kekeh, Loriena Yancura, Michele Kekeh

GrandFamilies: The Contemporary Journal of Research, Practice and Policy

US population estimates indicate that approximately 2.5 million children live apart from both parents. Family relatives, often called kinship caregivers, care for 70% to 90% of these children, with grandparents making up the largest category (Radel et al., 2016). This study aimed to identify the most helpful resources and sources for grandparent caregivers to support the overall well-being of their families. Phone or Zoom interviews were conducted among a purposive sample of 24 grandparent caregivers from February to March 2022 to examine their initial experiences as caregivers, the current support services and resources they received, and other resources and services …


Time Series Analysis Of Temperature And Pollen Exposure On Asthma Outcomes In Atlanta, Georgia, Victoria Okereke-Viktorsson Jul 2026

Time Series Analysis Of Temperature And Pollen Exposure On Asthma Outcomes In Atlanta, Georgia, Victoria Okereke-Viktorsson

Walden Dissertations and Doctoral Studies

The effects of climate change contribute to volatile temperature changes, which coupled with pollen exposure pose a significant threat to asthmatic people, potentially impacting methods for asthma management. The purpose of this ecological time-series study was to use the carbon dioxide theory of climate change, Dutch hypothesis, and social ecological model to estimate the relationship between average temperature and average pollen concentrations on average asthma morbidity outcomes for adults living in metropolitan Atlanta from 2020 to 2022 (N = 37,913). Results varied in terms of years, socioeconomic status (SES) vulnerability, gender, and racial group. Overall, a linear regression model revealed …


Postmenopause: Understanding Utahns' Experiences, Cris Meier, Moth Huenemann, Cara Murray, Ashley Yaugher Jul 2026

Postmenopause: Understanding Utahns' Experiences, Cris Meier, Moth Huenemann, Cara Murray, Ashley Yaugher

All Current Publications

The first stage of menopause, known as perimenopause, is signaled by fluctuating or declining hormone levels, irregular menstruation, and the onset of symptoms such as hot flashes and mood changes. Menopause follows this phase, which is 12 consecutive months when no menstrual cycles occur in combination with hormone decline and experiencing additional symptoms (e.g., hot flashes, sleep disturbances).To better understand Utahns’ needs and preferences during and after menopause, Utah State University Extension researchers conducted a needs assessment to inform programming creation and delivery. This report details the results, identifying survey participants, women's sources of information, symptoms, and symptom management.


Perimenopause And Menopause: Understanding Utahns' Experiences, Cris Meier, Moth Huenemann, Cara Murray, Ashley Yaugher Jul 2026

Perimenopause And Menopause: Understanding Utahns' Experiences, Cris Meier, Moth Huenemann, Cara Murray, Ashley Yaugher

All Current Publications

The first stage of menopause, known as perimenopause, is signaled by fluctuating or declining hormone levels, irregular menstruation, and the onset of symptoms such as hot flashes and mood changes. Menopause follows this phase, which is 12 consecutive months when no menstrual cycles occur in combination with hormone decline and experiencing additional symptoms (e.g., hot flashes, sleep disturbances).To better understand Utahns’ needs and preferences during menopause, Utah State University Extension researchers conducted a needs assessment to inform programming creation and delivery. This report details the results, identifying survey participants, women's sources of information, symptoms, and symptom management.


Risk Factors For Metabolic Syndrome Among U.S.-Born And Non-U.S.-Born Hispanics In The United States, Banessa Maldonado Jul 2026

Risk Factors For Metabolic Syndrome Among U.S.-Born And Non-U.S.-Born Hispanics In The United States, Banessa Maldonado

Walden Dissertations and Doctoral Studies

Current knowledge regarding risk factors for metabolic syndrome (METS) among Hispanic individuals of Mexican descent remains limited. Using data from NHANES 2017–2020, this study compared factors contributing to METS and included U.S.-born and non-U.S.-born Hispanic adults of Mexican descent aged ≥ 18 years living in the USA (N = 949) with assessed METS. Grounded in the social ecological model and social determinants of health, this research evaluated dietary habits, lifestyle patterns, and acculturation processes using multivariate logistic regression and stratified analyses. Educational attainment was associated with METS, but the association was not statistically significant in adjusted models p = 0.528. …


Cultural Traits May Replace Human Mobility Data In Forecasting Covid-19 Mortality: A Deep Learning Approach, Saif Abbas, Tamer Oraby, Michael G. Tyshenko, Samit Bhattacharyya Jul 2026

Cultural Traits May Replace Human Mobility Data In Forecasting Covid-19 Mortality: A Deep Learning Approach, Saif Abbas, Tamer Oraby, Michael G. Tyshenko, Samit Bhattacharyya

School of Mathematical & Statistical Sciences Faculty Publications

The COVID-19 pandemic highlighted the need for accurate epidemic forecasting to support public health decision-making. Most existing approaches depend heavily on human mobility data, while largely neglecting population behavior shaped by socio-cultural norms. In this study, we analyze daily COVID-19 mortality and Google mobility data from 72 countries during the first 130 d of the pandemic, a period characterized by high uncertainty and behavioral heterogeneity. In particular, we examine whether Hofstede’s country-level cultural dimensions can serve as latent behavioral forecasters of mortality in lieu of dynamic mobility indicators. Using 100 d for training and 30 d for forecasting, we employ …


Association Between Resource Availability And Wellbeing Of Autism Patients In Ghana, Kwabena Aduse-Poku Jul 2026

Association Between Resource Availability And Wellbeing Of Autism Patients In Ghana, Kwabena Aduse-Poku

Walden Dissertations and Doctoral Studies

Autism spectrum disorder (ASD) is a neurodevelopmental disorder that presents significant challenges for children and families in Ghana, where resources remain limited. Grounded in the social ecological model, this quantitative cross-sectional study examined the associations between autism management programs and wellbeing, defined briefly as independent functioning in daily life and learning of autism patients enrolled in selected institutions in Accra and Kumasi, Ghana. Data were collected from N=122 autism patients using structured questionnaires that were completed by caregivers and program staff. Binary logistic regression analyses were conducted to assess relationships between program type, regional location, and years of enrollment and …


Wellness Literature Review – 2025, Martin Huecker, Brian A. Ferguson Jul 2026

Wellness Literature Review – 2025, Martin Huecker, Brian A. Ferguson

Journal of Wellness

Introduction: Clinician well-being remains a persistent challenge, with ongoing burnout and psychological distress despite efforts by systems and individuals. This Journal of Wellness annual review covers studies published in 2025.

Methods: The Editors searched PubMed and Google Scholar for prospective and interventional studies / clinical trials in humans, with focus on well-being. Authors utilized artificial intelligence (AI)–based large language model (LLM) (ChatGPT, OpenAITM) to assist with preliminary identification of relevant studies, however authors noted significant AI-associated errors and outright misrepresentations requiring hand curated product generation and manual PubMed searches.

Literature in Review: We continue to appreciate a shift …


Experiences Of Cholesterol Management Among Obese Individuals: A Qualitative Exploration Of Statin Use, Diet, And Physical Activity, Ke'andra S. Foggie Jul 2026

Experiences Of Cholesterol Management Among Obese Individuals: A Qualitative Exploration Of Statin Use, Diet, And Physical Activity, Ke'andra S. Foggie

Doctoral Dissertations and Projects

The prevalence of hypercholesterolemia has increased over the past decade, with obesity identified as a major contributing factor. This study examined how individuals with obesity and hypercholesterolemia managed cholesterol and experienced related challenges within their daily lives. Guided by the Chronic Care Model, the research explored participant-reported experiences of statin therapy and lifestyle practices, including dietary behaviors and physical activity, as components of cholesterol management. Qualitative data were collected through semi-structured interviews, observations, and document analysis to analyze participant-reported barriers, supports, and contextual factors that shape how these practices are incorporated into daily routines. Although extensive research has examined statin …


Health Literacy And Diabetes Self-Care Behavior, Eucharia Amaefule Jul 2026

Health Literacy And Diabetes Self-Care Behavior, Eucharia Amaefule

Walden Dissertations and Doctoral Studies

Limited health literacy is a significant barrier to effective diabetes self-management among adults with type 2 diabetes mellitus (T2DM), yet nationally representative evidence using comprehensive health literacy measures remains limited. Guided by the health belief model, the purpose of this quantitative, secondary data analysis using cross-sectional data was to examine the relationship between health literacy and diabetes self-care behaviors among U.S. adults with T2DM and determine whether education level moderated this relationship. Data from the 2016 Behavioral Risk Factor Surveillance System were analyzed for U.S. adults (N = 9, 535) with self-reported T2DM. Diabetes self-care behaviors included blood glucose monitoring, …


Association Between Occupational Stress, Sleep Quality, And Premature Ejaculation Among Indonesian Information Technology Workers, Muhammad Faisal Ratman, Suryo Wibowo, Muhammad Ilyas, Retno Asti Werdhani, Dewi Yunia Fitriani Jul 2026

Association Between Occupational Stress, Sleep Quality, And Premature Ejaculation Among Indonesian Information Technology Workers, Muhammad Faisal Ratman, Suryo Wibowo, Muhammad Ilyas, Retno Asti Werdhani, Dewi Yunia Fitriani

Occupational and Environmental Medicine Journal of Indonesia

Introduction Premature ejaculation (PE) is a common sexual dysfunction that significantly impacts quality of life. Occupational stress and poor sleep quality are hypothesized as risk factors, particularly among Information and Technology (IT) workers who experience unique occupational stressors. This study aimed to evaluate the proportion of PE, examine the influence of occupational stress and sleep quality on PE, and determine whether sleep quality mediates the relationship between occupational stress and PE among Indonesian IT workers.

Methods This cross-sectional study involved 89 married male IT workers who completed online questionnaires, including the Premature Ejaculation Diagnostic Tool (PEDT), Perceived Occupational Stress (POS) …


Food And Drug Administration Audit Outcomes And Their Association With Class I And Class Ii Food Recalls, Mark Baker Jul 2026

Food And Drug Administration Audit Outcomes And Their Association With Class I And Class Ii Food Recalls, Mark Baker

Walden Dissertations and Doctoral Studies

Foodborne illness and food recalls remain major public health concerns in the United States. Guided by the Theory of Planned Behavior, the purpose of this quantitative secondary analysis was to examine whether Food and Drug Administration (FDA) inspection classifications, warning letters, and prior 24-month inspection frequency were associated with facility involvement in a subsequent Class I or Class II food recall. Question-specific analytic files were created from publicly available FDA administrative records. Eligible records included FDA-regulated food facilities with qualifying inspection or warning letter events and sufficient data to assess recall involvement within a 12-month follow-up period. The final analytic …


Small Cell Lung Cancer In A Never-Smoking Patient: A Case Highlighting Diagnostic And Screening Gaps In Primary Care, Edward Hamilton, Alexandra She, Francis Jenney Jul 2026

Small Cell Lung Cancer In A Never-Smoking Patient: A Case Highlighting Diagnostic And Screening Gaps In Primary Care, Edward Hamilton, Alexandra She, Francis Jenney

The Journal of Integrated Primary Care

Small cell lung cancer (SCLC) is best known in relation to tobacco exposure and tends to be seen in advanced disease. Contemporary guidelines in lung cancer screening demonstrate a strong emphasis on smoking exposure, which may serve as a barrier to recognition in never-smokers who lack conventional risk factors. As a result, SCLC in never-smokers remains an important but underrecognized consideration in general and primary care settings. The current case involves a 65-year-old African American man who has never been a smoker but who presented with progressive thoracic pain, shortness of breath, and unintended weight loss, leading to the discovery …


Community Health Workers’ Experiences Distributing Harm Reduction Supplies During Covid-19 In The Barren River Area Development District, Angel Nichole Shoemake Jul 2026

Community Health Workers’ Experiences Distributing Harm Reduction Supplies During Covid-19 In The Barren River Area Development District, Angel Nichole Shoemake

Walden Dissertations and Doctoral Studies

Community health workers (CHWs) distributing sterile injecting equipment help reduce infectious disease transmission among people who inject drugs; however, limited research exists regarding their experiences delivering harm reduction services during public health emergencies in rural areas. The purpose of this qualitative study was to explore CHWs’ experiences and perceptions of health risks, operational barriers, and social influences affecting harm reduction service delivery during the COVID-19 pandemic in the Barren River Area Development District. The health belief model guided this study, emphasizing perceived susceptibility, severity, barriers, benefits, and self-efficacy. Data were collected through semistructured Zoom interviews with eight purposively sampled CHWs …


Examining Hiv Testing In Black Americans In The Southern United States: Association Between Sexual Orientation, Gender Identity, Healthcare Access, And Hiv High-Risk Behaviors, Shavon Wolfe Jul 2026

Examining Hiv Testing In Black Americans In The Southern United States: Association Between Sexual Orientation, Gender Identity, Healthcare Access, And Hiv High-Risk Behaviors, Shavon Wolfe

Walden Dissertations and Doctoral Studies

Examining factors that affect HIV testing in the Black/African American population is important because socioeconomic hardship, stigma, and restricted access to healthcare all lead to gaps in early diagnosis and prevention treatment to prevent further spread of infection. However, most studies have focused on these factors separately, leaving less understanding of how they work together to influence HIV testing behavior. Guided by the health belief model, this study examined the relationship between sexual orientation, gender identity, healthcare access, and HIV high-risk behaviors. The study examined the relationship between sexual orientation, gender identity, healthcare access, and HIV testing, and the influence …


Comparative Analysis Of Traditional And Deep Learning Time Series Architectures For Influenza A Infectious Disease Forecasting, Edmund Fosu Agyemang, Hansapani Rodrigo, Vincent Agbenyeavu Jul 2026

Comparative Analysis Of Traditional And Deep Learning Time Series Architectures For Influenza A Infectious Disease Forecasting, Edmund Fosu Agyemang, Hansapani Rodrigo, Vincent Agbenyeavu

School of Mathematical & Statistical Sciences Faculty Publications

Influenza A remains a major cause of respiratory mortality worldwide, motivating accurate forecasting to support timely preparedness and resource allocation. This study presents a comparative evaluation of two traditional seasonal time series baselines, ARIMA and Holt–Winters exponential smoothing (ETS), and six deep learning (DL) architectures (Simple RNN, LSTM, GRU, BiLSTM, BiGRU, and a Transformer) for forecasting monthly Influenza A case counts in the United States. Data from January 2009 to December 2023 were analyzed, using January 2009 to December 2022 for training and January 2023 to December 2023 for out-of-sample testing. Models were tuned using a validation split and assessed …


Depressive Symptoms And Functional Disability Among Older Adults In Nakhon Ratchasima Province, Thailand: A Cross-Sectional Population-Based Study, Jiranya Bureemas, Atthawit Singsalasang Jul 2026

Depressive Symptoms And Functional Disability Among Older Adults In Nakhon Ratchasima Province, Thailand: A Cross-Sectional Population-Based Study, Jiranya Bureemas, Atthawit Singsalasang

Journal of Health Research

Background: Depressive symptoms have been associated with activities of daily living (ADL) disability; however, evidence among Thai older adults remains limited and inconsistent. This study investigates the association between depressive symptoms and ADL disability in older Thai adults.

Methods: A cross-sectional analytic study was conducted among 312 older adults in Nakhon Ratchasima, Thailand, who were selected using a multistage sampling method. Data were collected between April and July 2023 using structured questionnaires covering demographic and environmental variables. Depressive symptoms were assessed using the 15-item Geriatric Depression Scale. ADL disability was measured using the Barthel and Chula ADL Indices. Multiple logistic …