Public Health Commons^™

Intergenerational Hypertension Transmission Before And After South Africa's Democratic Transition, Winfred A. Avogo

Faculty Publications – Sociology and Anthropology

Background: Apartheid's structural violence produced profound cardiovascular inequalities among Black South Africans through processes that accelerate biological aging ("weathering") and transmit health disadvantage across successive generations. Whether South Africa's 1994 political transition interrupted this intergenerational transmission remains unknown. This study tests whether parent-to-offspring hypertension transmission weakened among cohorts born after apartheid's end, using the 1994 transition as a natural experiment. Methods: This study analyzed 30,438 parent-offspring dyads from five waves (2008–2017) of South Africa's National Income Dynamics Study, representing 11,655 unique offspring aged 18 years and older. Hypertension was defined as blood pressure ≥140/90mmHg or use of antihypertensive medication. Logistic …

Decision-Making At The Edges Of Capacity: Brain Science And Caregiving, Dr. Julie Yonker

University Faculty Publications and Creative Works

Keynote address at the Disabilities Resources Symposium at City Hope Church in Grand Rapids on 3/14/2026. Attached is her powerpoint.

• Describe why our brains don’t like decisions
• Understand the impact of different types of decisions
• Value suggestions for more sustained decision making
• Consider a faith perspective

Quality Of Prenatal Care, Provider Preference, And Preeclampsia Among African American Women In Georgia, Lyteasha Bass

Walden Dissertations and Doctoral Studies

African American women experience disproportionately high rates of preeclampsia in the United States; however, the contributions of prenatal care provider type, health care access, and quality of care to this disparity were insufficiently defined. Guided by the quality health outcomes model, this quantitative case-control study used primary data to examine associations between these factors and the occurrence of preeclampsia among African American women age 18–40 who had given birth within the previous 5 years in Georgia. Descriptive statistics and binary and multinomial logistic regression analyses were conducted. Prenatal care quality was measured using the Quality of Prenatal Care Questionnaire (QPCQ), …

Social Network Determinants Of Cigarette Forgoing And Quit-Related Conversations In A 15-Day Ecological Momentary Assessment Study In Mexico And The Us, Lizeth Cruz-Jiménez, Kevin A. Carson, Jim Thrasher Ph.D., Ma, Ms, Katia Gallegos-Carrillo, Dèsirée Vidaña-Pérez, Diego F. Leal

Faculty Publications

Introduction

Methods

Associational Inference With Many Potential Covariates: Bayesian Information Criterion Elastic Net, Farideh Bagherzadeh Khiabani, I-Chan Huang, Jose Miguel Martinez Martinez, Shizue Izumi, Sedigheh Mirzaei, Tiange Zheng, Irina Dinu, Yutaka Yasui

COBRA Preprint Series

Background: An emerging feature in modern biomedical research is collecting and analyzing numerous variables. In the presence of many potential covariates, inference becomes challenging requiring both distinguishing a set of covariates truly associated with an outcome and estimating their corresponding regression coefficients consistently. Traditional statistical inference typically focuses on estimating coefficients assuming a pre-specified set of covariates. Further, advanced machine/statistical learning methods performing both selection and estimation predominantly focus on outcome prediction rather than association inference.

Methods: Motivated by our epidemiological research on long-term childhood cancer survivors, where we aimed to investigate associations between a large pool of longitudinal symptom …

Comparative Outcomes And Costs Of Robotic Assisted, Laparoscopic, And Open Partial Nephrectomy: A Contemporary Analysis Of National Inpatient Sample Data., Manisha Lin, Elizabeth Sottung, Vietbao H. Phan, Mumbi E. Kimani, Costas D. Lallas, Raegan M Davis, Scott W. Keith, Patrick Moeller, Vittorio Maio

College of Population Health Faculty Papers

PURPOSE: Partial nephrectomy is increasingly favored for small renal masses due to its renal function-preserving benefits. This study compared contemporary utilization patterns, perioperative outcomes, and hospital costs of robotic-assisted (RAPN), laparoscopic (LAPN), and open partial nephrectomy (OPN) among U.S. patients with renal cancer.

METHODS: Using the 2016–2019 National Inpatient Sample, renal cancer patients undergoing RAPN, LAPN, or OPN based on ICD-10-CM/PCS codes were identified. Patient demographics, comorbidities, hospital characteristics, length of stay (LOS), perioperative complications, and hospital costs, were summarized by surgical approach. Regression analyses adjusted for patient- and hospital-level covariates were used to compare perioperative outcomes, LOS, and costs …

Mist: A Hierarchical Bayesian Framework For Detecting Differential Dna Methylation Dynamics In Single-Cell Data, Daoyu Duan, Wenjing Ma, Wen Tang, Hao Wu, Liangliang Zhang, Hao Feng

Faculty, Staff and Student Publications

Recent advancements in single-cell DNA methylation (scDNAm) sequencing technologies have enabled the profiling of epigenetic landscapes at unprecedented resolution, offering insights into cellular heterogeneity, differentiation and evolution. Trajectory inference, which orders cells along pseudotime, allows researchers to track genomics changes across continuous cell states and identify key loci exhibiting differential methylation. However, no methods currently exist to model methylation changes along pseudotime in scDNAm data. Here, we present a hierarchical Bayesian framework for scDNAm data analysis. Our method, named mist (methylation inference for single-cell along trajectory), models stage-specific biological variations, identifies genomic features with significant methylation changes along pseudotime, and …

Interim Estimates Of 2025-26 Seasonal Influenza Vaccine Effectiveness - United States, September 2025-February 2026., Patrick Maloney, Emily L. Reeves, Kristina Wielgosz, Ashley M. Price, Karthik Natarajan, Malini B. Desilva, Kristin Dascomb, Nicola P. Klein, Sara Y. Tartof, Stephanie A. Irving, Shaun J. Grannis, Toan C. Ong, Zachary A. Weber, Jennifer E. Schuster, Danielle M. Zerr, Marian G. Michaels, Julie A. Boom, Natasha B. Halasa, Mary A. Staat, Geoffrey A. Weinberg, Stacey L. House, Elie A. Saade, Krissy Moehling Geffel, Manjusha Gaglani, Karen J. Wernli, Vel Murugan, Emily T. Martin, Natalie A B Bontrager, Marie K. Kirby, Amanda B. Payne, Fatimah S. Dawood, Ayzsa Tannis, Heidi L. Moline, Sifang Kathy Zhao, Katherine Adams, Jennifer Decuir, Samantha M. Olson, Jessie R. Chung, Nathaniel Lewis, Brendan Flannery, Carrie Reed, Shikha Garg, Sascha Ellington, Cdc Influenza Vaccine Effectiveness Collaborators

Manuscripts, Articles, Book Chapters and Other Papers

In the United States, annual influenza vaccination has been recommended for all persons aged ≥6 months, including during the 2025-26 season. Interim influenza vaccine effectiveness (VE) estimates were calculated for patients with acute respiratory illness-associated outpatient visits and hospitalizations from three U.S. respiratory virus VE networks during the 2025-26 influenza season, using a test-negative case-control design. Among children and adolescents aged < 18 years, VE was 38%-41% against influenza outpatient visits and 41% against influenza-associated hospitalization. Among adults aged ≥18 years, VE was 22%-34% against influenza outpatient visits and 30% against influenza-associated hospitalization. Among children and adolescents, VE against influenza A ranged from 37% (against outpatient visits) to 42% (against hospitalization) across settings; among adults, VE against influenza A ranged from 30% (against hospitalization) to 34% (against outpatient visits) across settings. Among children and adolescents, VE against influenza A(H3N2)-associated outpatient visits was 35% and against influenza A(H3N2)-associated hospitalization was 38%. VE against influenza B outpatient visits ranged from 45%-71% among children and adolescents and was 63% among adults. Other estimates of VE were not statistically significant or were not reportable. Although interim influenza VE is lower during the 2025-26 influenza season than it was during recent influenza seasons, these findings demonstrate that influenza vaccination still provides protection against influenza. CDC recommends influenza vaccination; U.S. influenza vaccines remain available for persons aged ≥6 months.

Multi-Dimensional Research Appraisal: A Holistic Approach To Evidence-Informed Practice, John Damiao

Translational Science in Occupation

The field of occupational therapy (OT) and healthcare in general have made great strides in enhancing their scientific rigor through study methodologies that prioritize internal validity. However, concerns regarding reproducibility and replicability in research have cast doubt on traditional evidence-based models. This paper critically examines the limitations of an over-reliance on internal validity in evidence reviews and advocates for a multi-dimensional approach to evidence-based practice. By integrating methodological holism, contextual analysis, and a critical appraisal of external validity, this approach provides practitioners with a more nuanced and applicable framework for decision-making. The implications for research credibility and clinical confidence are …

Development And Validation Of A Life Participation Self-Assessment Tool For People Living With Obesity: The Life Participation Impact Questionnaire (Lpiq-O), Marie-Claude Touchette

Translational Science in Occupation

Purpose: Obesity is a chronic condition affecting over 40% of adults in the U.S. Given the well-documented impact of obesity on life participation, a comprehensive, population-specific assessment tool is needed. We aimed to establish the face and content validity of the Life Participation Impact Questionnaire for People with Obesity (LPIQ-O), an occupation-focused assessment tool measuring the impact of obesity on areas of life participation.

Method: This study included seven iterative phases: (a) literature review, (b) interviews, (c) synthesis of the literature review and interviews, (d) item development, (e) expert validation, (f) face validation, and (g) final expert review. Six participants …

Integration Of The Science Of Team Science (Scits) With Applied Healthcare Frameworks: Interprofessional Education Through A University-Based Head Injury Clinic, Part Ii: Mixed Methods, Emily Balog, Susan Paparella, Natalia Noce, Stephanie Hubbell, Kelly Pena

Translational Science in Occupation

Introduction: Effective healthcare delivery requires clinicians to function within high-performing, collaborative teams. To support this, interprofessional education (IPE) must provide opportunities that move beyond siloed training. This paper details the clinical application of a team science-informed educational intervention designed to prepare students for interprofessional practice (IPP) through a university-based head injury head injury clinic. Methods: The research team conducted a mixed methods case study with a convergent design to evaluate student outcomes. Eighteen graduate students from occupational therapy, physical therapy, and speech-language pathology participated in a 10-week clinic. Faculty delivered training in IPEC competencies, TeamSTEPPS® tools, and clinical processes before …

Editors' State Of The Journal: Making Academic Writing Accessible, Nicole Martino, Nancy E. Krusen, Stacy Smallfield

Translational Science in Occupation

No abstract provided.

Pedaling Through Discomfort: A Feasibility Study Of Faculty-Led Spin Classes And Their Impact On Student Engagement, Resilience, And Faculty-Student Relationships, Gabriela Baza, Elizabeth Hathaway

Pursuit - The Journal of Undergraduate Research at The University of Tennessee

This study explored the feasibility and impact of faculty-led Spin classes on college students’ engagement, well-being, and connection with faculty. Offered twice weekly at 7 AM during Fall 2024, the classes aimed to promote physical activity, resilience, and faculty-student relationships. Twenty-six students attended at least one class, with a median attendance of 4.5 sessions. Post-semester surveys (88% response rate) assessed perceived exertion, interest, enjoyment, challenge, improvement, and instructor encouragement. Students reported high levels of engagement and positive challenge (RPE = 15.3; challenge = 6.4/7). Those attending 7 or more sessions reported significantly greater perceived improvement than those attending fewer sessions …

Conjoined Twins And Abortion Restrictions: Navigating 'Ban State' Challenges, A Case Report, Beau Morgan Nrp

Pursuit - The Journal of Undergraduate Research at The University of Tennessee

This case report highlights an unusual scenario of a conjoined twin pregnancy resulting from intrauterine insemination in a state with restrictive abortion laws. Despite a diagnosis deemed not compatible with life, the patient faced legal barriers preventing termination within their home state. Forced to seek care out-of-state, the patient underwent a successful termination at ten weeks and three days after lengthy and expensive travel. This case stresses the complex challenges posed by restrictive abortion laws, impacting patient access to essential medical interventions. The case demonstrates the critical intersections between medical care, medical ethics, legal constraints, and patient outcomes in managing …

Factors Associated With Immediate Postnatal Care In Lao People’S Democratic Republic: An Analysis Of The 2017 Lao People’S Democratic Republic Multiple Indicator Cluster Survey, Tressa Quayle, Jinyoung Kim, Jennifer Pharr, Rebecca Benfield

Nursing Faculty Research

Background: The World Health Organization recognizes that approximately half of all maternal deaths occur in the immediate postnatal period or 24 h after birth. Forty-seven percent of Lao women aged 15–49 who delivered a baby in the last two years received a postnatal health check in the frst two days after delivery. After leaving the presence of a provider, 98.5% of these women never received another postnatal check. The maternal mortality ratio (MMR) in Lao PDR was 126 deaths per 100,000 live births in 2020. Immediate postnatal care (PNC) is a crucial step to improving maternal mortality. The aim of …

Implementation Of Centering-Based Antenatal Group Care In Flanders (Belgium): Experiences Of Women And Health Care Providers; Modalities For Sustainable Integration Into The Health Care System, Bianca Eerens, Astrid Van Damme, Nathalie Leister, Florence Talrich, Christine Mccourt, Deborah Lynn Billings Phd, Marsha Orgill, Matty Crone, Marlies Rijnders, Katrien Beeckman

Faculty Publications

In Belgium, antenatal care is characterized by one-to-one care; with limited integration of community-based approaches. Centering-Based Group Care (CBGC), derived from the CenteringPregnancy^® model, offers an alternative by combining clinical follow-up, health education, and peer support in group sessions. This study focuses on the experiences of participants and facilitators with the implementation of CBGC in three Flemish cities (Aalst, Gent, Leuven) as part of the European Union GC_1000 project. We explored the experience regarding the implementation process along with factors influencing sustainable integration into the health care system.

Methods

A total of 193 women participated in 30 CBGC trajectories …

Rural Georgia Hospital Covid-19 Virus Patient Outcomes, Susan P. Smith, Neeraj Dayama, Morgan E. House, Debra Flores, Sharon Hunt, April Dukes, Steven Gautney

Journal of the Georgia Public Health Association

Background: The Coronavirus disease 2019 (COVID-19) has led to over 1.2 million deaths in the United States. Given the staggering scale of the pandemic, rural hospitals faced heightened challenges due to limited resource availability and underlying patient characteristics.

Methods: In this context, we examined patient and hospital-related factors associated with inpatient mortality due to COVID-19. This study is a retrospective chart review of patient outcomes of patients who were hospitalized in a Southwest Georgia rural hospital with COVID-19 during the initial onset of the outbreak and over the following 23 months of the pandemic. Patient demographics, other characteristics, …

Rates And Predictors Of Intention To Get Preventive Screenings Among Individuals In Recovery From Substance Use Disorders, Afsha Hossain, Ban A. Majeed, Lia Pierson Bruner

Journal of the Georgia Public Health Association

Background: Individuals with substance use disorders (SUDs) are at greater risk for chronic disease but often face barriers to access and uptake of preventive screenings, so the aim of this study was to identify rates and predictors for intention to get preventive screenings among residents at two recovery centers.

Methods: We used a cross-sectional survey (N=95, response rate 51%) to determine previous screening rates and the intention to get recommended preventive screenings among residents of two long-term recovery programs in Athens, GA, using bivariate analysis with chi-square to look for associations with intention.

Results: Prior use of preventive health services …

94th Annual Georgia Public Health Association Meeting And Conference Report, Angela H. Peden, Beverley Townsend, Patrina L. Bowles, Sarah L. Mosley

Journal of the Georgia Public Health Association

The 94th Annual Meeting and Conference of the Georgia Public Health Association (GPHA) was held in Jekyll Island, Georgia, at the Jekyll Island Convention Center, on May 1-3, 2024. The goal of the 2024 Georgia Public Health Association Annual Meeting and Conference was to assemble public health professionals, students, County Board of Health members, and stakeholders for networking and educational opportunities to support the mission and vision of GPHA.

The theme for the 2024 Georgia Public Health Association Annual Meeting and Conference was selected by the GPHA Executive Board during a meeting in the early fall of 2023: “Lighting the …

Ulk4 And Cdkn2a Polymorphisms Influence The Risk Of Developing Monoclonal Gammopathy Of Undetermined Significance, José Manuuel Sánchez-Maldonado, Angelica Macauda, Antonio José Cabrera-Serrano, Hauke Thomsen, Murat Güler, Rob Ter Horst, Bethany Van Guelpen, Pavel Vodicka, Stefano Landi, Subhayan Chattopadhyay, Pelin Ünal, Lucía Ruiz-Durán, Delphine Casabonne, Hartmut Goldschmidt, Istemi Serin, María Carretero-Fernández, Elena Cabezudo, Fernando Reyes-Zurita, Alyssa I. Clay-Gilmour, Et. Al.

Faculty Publications

Monoclonal gammopathy of undetermined significance (MGUS) is a necessary precursor condition to multiple myeloma (MM). Given the role of autophagy in modulating MM risk, we investigated whether genetic variation in autophagy-related genes influences susceptibility to MGUS. We analyzed the association of 34,042 common autophagy-related single nucleotide polymorphisms (SNPs) with MGUS across six independent cohorts, five from Europe and one from North America, comprising 2317 MGUS cases and 282,358 controls. We also assessed their impact on immune parameters, including absolute counts of 91 blood-derived immune cell subsets and 103 circulating immunological proteins. Meta-analysis revealed a genome-wide significant association between the ULK4 …

Impact Of Medicaid Enrollment Timing On Tumor Stage At Diagnosis And Survival In Breast, Colorectal, And Lung Cancer, Gabriel A. Benavidez, Stella Coker Watson Self Ph.D., Ms, Anthony Alberg Ph.D., M.P.H., Janice Probst, Jan Marie Eberth

Faculty Publications

Background: Medicaid-insured patients experience higher rates of late-stage cancer diagnosis and worse survival than non-Medicaid patients. The impact of Medicaid enrollment timing on cancer outcomes is less clear. This study examines the association between Medicaid enrollment and timing with tumor stage and cancer-specific survival for breast, colorectal, and lung cancers. Methods: We analyzed SEER-Medicaid linked data for 276,755 breast, 104,784 colorectal, and 101,058 lung cancer patients < 65 years of age. Patients were categorized as non-Medicaid enrollees, pre-diagnosis enrollees (≥12 months before), or post-diagnosis enrollees (≤12 months after). Multivariable logistic regression estimated odds ratios of late-stage diagnosis, and cause-specific Cox proportional hazards models were used to assess cancer-specific survival, adjusting for demographic and socioeconomic factors. Results: Compared to non-Medicaid enrollees, post-diagnosis enrollees had the highest odds of late-stage diagnosis (breast cancer: OR: 3.41; colorectal cancer: OR: 3.78; lung cancer: OR: 1.87). Pre-diagnosis enrollees also had increased odds, but the …

Assessment Of Antimicrobial Transition Errors From Hospitals To Skilled Nursing Facilities, Amy Y. Kang, Guarina A. Garcia Delgado, Ashley Nguyen, Maddie Yeh, Tracy Ly, Richard C. Beuttler, Abisay Ortega, Donna Phan Tran, Evelyn Flores, Charis Tjeong, Andrew Bishop, Praneet Kalkat, Loren G. Miller

Pharmacy Faculty Articles and Research

Background More than 1 million Americans reside in skilled nursing facilities (SNFs). Antimicrobial transition errors among patients transferred from hospital to SNFs pose safety risks and may lead to poor outcomes, but data on such errors are limited.   Methods We conducted a retrospective cohort study of infectious diseases clinics from 1 June 2020 through 30 November 2023 at the Los Angeles County Department of Health Services, a large safety-net health system. We performed logistic regression analyses to identify factors associated with antimicrobial transition errors and poor infection outcomes.   Results We screened records of 6865 clinic patients, among whom 112 were …

Health Disparities Resulted From The Relationships Between Vulnerable Patients And Providers, Matthew Maurice Bradley

Doctoral Dissertations and Projects

The study's purpose was to understand patterns of mistrust between providers and patients in vulnerable and underserved populations. The theories guiding this study were the critical theory and the critical race theory created by Max Horkheimer as it explains how people can collaborate and actively participate in rebuilding trust. The intention is to rebuild trust and reduce health disparities in the United States. The general problem is the lack of provisional resources for underserved and vulnerable communities, resulting in the population lacking trust in healthcare administration. Speicher and Francis (2022) examined how increasing physician turnover, burnout, depression, and dissatisfaction affect …

Potency-Related Effects Of Smoked Cannabis On Simulated Driving Performance: A Randomized, Controlled Crossover Trial, Bruna Brands, Adam Zaweel, Madison Wright, Patricia Di Ciano, Christine M. Wickens, Justin Matheson, Andrew Fares, Omer S. M. Hasan, Marcos Sanches, Beth Sproule, Marilyn A. Huestis, Timothy L. Brown, Bernard Le Foll

Institute of Emerging Health Professions Faculty Papers

Given the increasing availability of high-potency Δ9-tetrahydrocannabinol (Δ9-THC) products, understanding potency-related effects of Δ9-THC on driving performance is an important public safety issue. This randomized, double-blind, placebo-controlled, within-subjects trial examined the effects of smoked cannabis with varying Δ9-THC concentrations on simulated driving. Adults aged 19–45 who regularly used cannabis and held valid driver’s licenses completed simulated driving tasks after smoking placebo, or cannabis containing low (6.25%/47 mg Δ9-THC), medium (12.5%/94 mg Δ9-THC), or high (22%/165 mg Δ9-THC) Δ9-THC levels. The primary outcome was mean speed (km/h); secondary measures included maximum speed, standard deviation of lateral position (SDLP), reaction time (RT), …

Evaluating Strategies For Reducing Rates Of Adult Obesity In The United States Through Childhood Education And Exercise, Ameer M. Abdelkrim

Doctoral Dissertations and Projects

Obesity is a growing national public health crisis, impacting millions of adults and children in the U.S. Untreated obesity causes or aggravates diseases across multiple body systems. The societal impacts of obesity include an avoidable strain on the national healthcare system, with obesity and its comorbid conditions raising healthcare costs. Proactive policy and practices, with strict oversight, are essential for achieving a reduction in obesity rates. One proactive strategy that may be effective is early-age intervention, including enhanced physical activity and nutrition education for U.S. children. This study evaluates adolescent-intervention strategies for reducing rates of adult obesity. The employed methods …

Rural–Urban Differences In Cognitive Outcomes Among Older Adults: The Roles Of Falls And Depressive Symptoms, Ayse Malatyali, Tom Cidav, Lisa A.K. Wiese, Jian Zou, Monique J. Brown Ph.D., Mph, Junfeng Ma, Breno S. Diniz, Ladda Thiamwong

Faculty Publications

Background: Older adults with Alzheimer’s Disease and Related Dementias (ADRD) experience a higher risk of falls. However, research lacks evidence on the effect of fall exposure on cognitive impairment and dementia. We investigated the association of falls and depressive symptoms with cognitive impairment and dementia in a nationally representative sample. Methods: We analyzed data from 6221 participants (age ≥ 65) in the Health and Retirement Study (HRS) from the 2018–2020 waves, using Multinomial logistic regression models. Measures included the HRS health status questionnaire, HRS cognition scale, and the Center for Epidemiological Studies Depression scale. Results: Prevalence of fall exposure across …

Rural–Urban Differences In Cognitive Outcomes Among Older Adults: The Roles Of Falls And Depressive Symptoms, Ayse Malatyali, Tom Cidav, Lisa A.K. Wiese, Jian Zou, Monique J. Brown Ph.D., Mph, Junfeng Ma, Breno S. Diniz, Ladda Thiamwong

Faculty Publications

Background: Older adults with Alzheimer’s Disease and Related Dementias (ADRD) experience a higher risk of falls. However, research lacks evidence on the effect of fall exposure on cognitive impairment and dementia. We investigated the association of falls and depressive symptoms with cognitive impairment and dementia in a nationally representative sample. Methods: We analyzed data from 6221 participants (age ≥ 65) in the Health and Retirement Study (HRS) from the 2018–2020 waves, using Multinomial logistic regression models. Measures included the HRS health status questionnaire, HRS cognition scale, and the Center for Epidemiological Studies Depression scale. Results: Prevalence of fall exposure across …

Heat And Socioeconomic Deprivation Compound To Drive Coronary Heart Disease In Los Angeles, Shutong Huo, Tessa R. Pulido, Reginald S. Archer, Joshua B. Fisher, Jason A. Douglas

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Background:

Socioeconomic deprivation and environmental heat exposure each increase cardiovascular risk, yet evidence is limited on how these stressors co-occur and jointly shape disease burden within cities. Mapping their overlap can inform equity-oriented planning and needs-based allocation of health and social protection resources.

Methods:

We conducted an ecological geospatial analysis of 2,513 census tracts in Los Angeles County. Adult coronary heart disease (CHD) prevalence was obtained from CDC Population Level Analysis and Community Estimates (2021). Socioeconomic deprivation was measured using the Social Deprivation Index (SDI), and heatwave surface heat hazard was measured using land surface temperature (LST) retrieved from the …

Modeling The Impact Of Shade Pavilions On Wet Bulb Globe Temperature And Activity Modification In Outdoor Sports Across Diverse U.S. Climates, Andrew Grundstein, Susan W. Yeargin Ph.D., Atc, Lat, Earl Cooper, Lilly Cargile

Faculty Publications

Extreme heat is an ongoing hazard for outdoor sports. In response, schools, recreation departments, and fitness clubs are increasingly installing shade pavilions over venues like football fields and tennis courts. While shading is known to improve thermal comfort and reduce heat stress, its effects on wet bulb globe temperature (WBGT) and related activity modification guidelines in sports remain underexplored. This study uses a modeling approach to quantify the impact of shade pavilions on WBGT and activity modification across a range of U.S. climates.

WBGT values were calculated using a model based on historical data from 221 weather stations, each with …

Domestic Violence In The Mountain West, 2026, Isabelle G. Graham, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Criminal Justice

This fact sheet presents 2026 data on domestic violence in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The World Population Review report, “Domestic Violence by State 2026,” reports data on the percentage of women and men in each state who report experiences of domestic violence in their lifetime.This fact sheet highlights state-level data on different forms of domestic violence reported across the Mountain West.