Public Health Commons^™

Surgical Interventions For Treating Vesicovaginal Fistula In Women, Yoshiyuki Okada, Tomomi Matsushita, Takeshi Hasegawa, Hisashi Noma, Erika Ota, Bob Achila, Yasukuni Yoshimura

Obstetrics and Gynaecology, East Africa

Objectives This is a protocol for a Cochrane Review (intervention). The objectives are as follows:

To assess the benefits and harms of surgical interventions for treating vesicovaginal fistula in women.

Occupational Exposure To Pesticides Increases The Risk Of Amyotrophyc Lateral Sclerosis: A Systematic Review And Meta-Analysis, France Labrèche, Pamela Prudhomme, Maryse Gagnon, Nicolas Dupré, Sabrina Gravel

Études primaires

Objective To systematically review the evidence on the association between occupational exposure to pesticides and the risk of amyotrophic lateral sclerosis (ALS).

Methods A systematic search, conducted in eight bibliographic databases for publications between 1990 and 2025, identified observational studies estimating the risk of ALS after occupational pesticide exposure. Study quality was assessed using the WHO Risk of Bias (RoB) assessment instrument for systematic reviews, with the ROBINS-E (RoB in non-randomised studies of exposure) tool domains of bias. Pooled risk estimates were produced using random-effects models with restricted maximum likelihood, heterogeneity was assessed with I² statistics, and meta-regressions and publication …

The Impact Of Medicaid Policy Limitations On Access To Eating Disorder Treatment: Uncovering The Consequences Of A System Built To Fail, Meghan Frost

DSW Capstone Projects

Individuals who rely on Medicaid face major barriers when trying to access eating disorder (ED) treatment, reflecting broader patterns of structural disadvantage in publicly funded health care. Research shows delayed diagnosis, limited access to ED specialists, and frequent denials for recommended services. These gaps occur because Medicaid policies do not match the needs of evidence based ED care, resulting in delayed or incomplete care for many individuals with eating disorders.

This issue is highly relevant to social work practice because the policies shaping these barriers are complex and difficult for clients and ED providers to navigate. Social workers across clinics, …

Seeing Public Health In Color: Phenomenological Perspectives Of Bipoc Women In Leadership, Jasmyn Spicer

All Graduate Theses, Dissertations, and Other Capstone Projects

Public health is a complex, ever-changing industry that holds pivotal capacity to impact society on a larger scale. For the United States, disparities and inequity in public health have had significant consequences for Black, Indigenous, and People of Color (BIPOC) communities. Effective leadership in public health has the potential to impact roles, policy development, and the overall scope of oversight regarding the quality of care that communities are provided in the industry. While BIPOC women are underrepresented in public health leadership roles, they have the capacity to advance equity in the field and contribute to culturally responsive care in foundational …

Advancing Virus-Associated Lymphoma Research In Latin America: A Global Opportunity For Cancer Science, Irene Tamí-Maury, Bryan Valcarcel, Maria Alejandra Torres, Arlett Hernandez Chavez, Luis Malpica

Faculty, Staff and Student Publications

No abstract provided.

Food Delivery Services For Enhancing Participation In The Special Supplemental Nutrition Program For Women, Infants, And Children (Wic) In The United States: Bridging The Wic-Eligible Access Gap, Jingjing Gao, Muinat Abolore Idris, Lilian O Ademu, Bryan Colby Griffin, Yue Zhang, Yun Hang, Gabriela A Gallegos

Faculty, Staff and Student Publications

Background: Diet-related health disparities among U.S. children persist despite the availability of the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) benefits to eligible women, infants, and children. Participation remains suboptimal: only 51.2% of eligible individuals were enrolled in 2021. Transportation and food-environment constraints pose salient barriers, especially for caregivers of infants in food deserts. Emerging online ordering and delivery options may reduce access frictions, but grocery delivery coverage is limited, and fees are often not covered by benefits.

Methods: We linked USDA Food and Nutrition Service state-level WIC participation data (November 2024 vs. September 2025) with demographic, …

“I Can’T Just Talk It. I Have To Live It”: The Roles, Needs, And Recruitment Of Recovery Home House Managers, I Niles Zoschke, Kathryn R Gallardo, Hannah L N Stewart, Serena A Rodriguez, Danielle Gillespie, Sheryl A Mccurdy, J Michael Wilkerson

Faculty, Staff and Student Publications

Introduction: Recovery homes are an increasingly important recovery support service for people with substance use disorders, yet limited research has examined the roles of house managers or how individuals are recruited into these positions. This study examines how house managers understand and enact their roles, how recovery home operators recruit for these positions, and how the demands and sustainability of the role are perceived in practice.

Methods: We conducted a qualitative thematic analysis of interviews with 29 operators and staff working in 10 Level II and Level III recovery homes across five Texas cities.

Results: Findings indicate that house managers …

Impact Of A Culinary Medicine Intervention On Diet And Health Metrics In Patients With Type 2 Diabetes And Elevated Body Mass Index, Natalia I Heredia, Logan R Thornton, Diana C Guevara, Natalia Williams, Grace Marcelo-Ramirez, Joanne Chow, Lorna H Mcneill, Karen Basen-Engquist, Ruth Rechis, Deanna M Hoelscher

Faculty, Staff and Student Publications

Purpose: Culinary Medicine (CM), an educational approach blending the art of cooking with the science of medicine, has shown promise in improving diet and health outcomes. We conducted a mixed-methods, quasi-experimental evaluation of a CM program to promote cooking and healthy dietary intake.

Methods: Patients with type 2 diabetes and elevated body mass index (>25) were recruited from primary care clinics in low-income neighborhoods. The program, delivered by a dietitian, includes five weekly 90-minute sessions on basic cooking skills with behaviorally-based nutrition education. An explanatory sequential mixed-methods pilot study with a pre-post survey design and post-program interviews was used …

Nasal Cavity Microbial Makeup And The Influence On Psychiatric Symptoms Following Fire Exposure In Firefighters, Paul Grunsted, Chao Xu, Amanda Janitz, Jessica Reese, Janis Campbell, Tasha M Santiago-Rodriguez, Sara J Javornik Cregeen, Joseph F Petrosino, Jooyeon Hwang

Faculty, Staff and Student Publications

Background: Firefighters experience high levels of occupational stress and trauma, increasing their risk of depression, anxiety, and post-traumatic stress disorder (PTSD). Although microbial communities may influence brain function and behavior through neural pathways, the nasal microbiome remains understudied. This study examined associations between nasal microbiome characteristics and psychiatric symptoms among firefighters.

Methods: We conducted a cross-sectional study of 34 firefighters recruited from Texas fire stations. Participants completed validated questionnaires assessing depression, anxiety, and PTSD. Nasal swabs were collected before and after fire suppression and 16S rRNA sequencing was used to characterize microbial communities. Alpha and beta diversity, relative abundance, and …

What Do Youth Need To Know About Puberty? A Scoping Review Protocol To Identify Puberty Education Competencies, Marie A Brault, Nanki Singh, Nikita Kakkad, Melissa Peskin, Anthony Betori, Gregory Laynor, Emily Naiser

Faculty, Staff and Student Publications

INTRODUCTION: Puberty is a key transition point in adolescents' lives that plays a foundational role in shaping health behaviors and outcomes across one's life course. This period holds significant potential to empower adolescents and support autonomy in health and well-being, but limited puberty education curricula exist for early adolescents (age 8-14), and those that do exist vary in content. There is a paucity of evaluations of puberty competencies and limited consensus on what competencies should be measured to assess effectiveness or even how to measure these competencies.

OBJECTIVE: The objective of this scoping review is to systematically map and characterize …

Building The Infection Prevention Workforce: Development, Implementation And Evaluation Of Texas Epidemic Public Health Institute Infection Prevention And Control 300 Series, Kayla E Ruch, Janelle Rios

Faculty, Staff and Student Publications

Background: The Texas Epidemic Public Health Institute (TEPHI) was established to strengthen infectious disease preparedness across Texas. The Infection Prevention and Control (IPC) 300 Series represents the third year of a multi-tiered educational initiative designed to provide free, accessible, evidence-based IPC training and continuing education credits for the healthcare workforce.

Methods: Registration and attendance data were collected through Zoom™ and Microsoft Teams™. Knowledge assessments, post-module surveys, and mid- and end-of-series evaluations were administered through QuestionPro™. Module content was informed by guidance from APIC, CDC, CMS, and OSHA. Descriptive statistics and the Kirkpatrick Model of Training Evaluation were used to assess …

Safety And Efficacy Of 6% Hydroxyethyl Starch In Patients Undergoing Major Surgery: The Randomised Controlled Phoneics Trial, Wolfgang Buhre, Óscar Díaz-Cambronero, Simon Schaefer, Martin Novacek, Marina Soro Domingo, Bjorn Stessel, Aurelio Rodríguez-Pérez, Torsten Richter, Georg Rohe, Bernard Cholley, Matthias Gruenewald, Gerhardus Kuiper, Samir Jaber, Dianne De Korte, Javier Belda, Marcelo Gama De Abreu, Robert Baronica, Thomas Scheeren, Carlos Ferrando-Ortolá, Wojciech Szczeklik, Dana Tomescu, Tomas Vyzamal, Zejka Gavranovic, María Pilar Argente-Navarro, Guido Mazzinari, Sarah Thaler, Nuria García-Gregorio, Jeroen Vandenbrande, Diane Zlotnik, Jakob Wittenstein, Sonja Schmier, Susanne Rohn, Christoph Glasmacher, Martin Holler, Cornelius Jungheinrich, Ulf Niess, Daniel I Sessler, Martin Westphal

Faculty, Staff and Student Publications

Abstract

Background: Hydroxyethyl starch (HES) is often used for maintaining vascular volume during major surgery. Long-term high-dose HES in septic patients promotes renal injury, whereas meta-analyses of current HES products in surgical patients do not show such effects.

Objective: We studied if the peri-operative use of HES is noninferior to crystalloids in terms of acute kidney injury. Secondary outcome was the noninferiority of HES on worsening of renal injury and/or the incidence of a composite endpoint of major complications and mortality until postoperative day 90.

Design: Randomised double-blind trial in patients undergoing elective abdominal surgery with expected blood loss at …

Feasibility And Preliminary Outcomes Of A Remotely-Delivered Exercise Training Intervention For English-Speaking Hispanics/Latinos With Multiple Sclerosis: Results From The Ferla Ms Study, Victoria A Flores, Stephanie L Silveira, David X Marquez, Dominique Kinnett-Hopkins, Augusto Miravalle, Fabian Sierra-Morales, Robert W Motl

Faculty, Staff and Student Publications

Background: There is limited evidence on the feasibility of remotely delivered exercise interventions for English-speaking Hispanics/Latinos with MS.

Objectives: To evaluate the feasibility and exploratory efficacy of a remotely-delivered, home-based exercise program for English-speaking Hispanics/Latinos with MS and to explore associations among feasibility metrics, outcomes, and social determinants of health (SDOH).

Results: Of 340 individuals contacted, 112 were eligible (33%), 33 enrolled (9.7%), 30 randomized, and 26 completed (87% retention). Adherence averaged 81% (exercise) and 89% (control). No serious adverse events occurred. Exploratory within-group improvements were observed in the exercise group for physical activity (p = 0.03, d = …

Heart Failure Hospitalization In Patients With And Without Type 2 Diabetes: A Population-Based Retrospective Cohort Study, Allison K Shay, Wei Tao, Soumya Patnaik, Delaney K Sullivan, Angelo Nascimbene, Xueying Wang, Joseph B Mccormick, Hulin Wu

Faculty, Staff and Student Publications

Purpose: Type 2 diabetes mellitus (T2DM) is a common comorbidity among patients with heart failure (HF). This study aims to describe how T2DM relates to HF hospitalization patterns across demographic groups and HF subtypes.

Methods: We conducted a population-based retrospective cohort study using 19 years of clinical data from Cerner Health Facts®, a nationwide electronic health record (EHR) database. Adult patients hospitalized with HF were identified using ICD-9/ICD-10 diagnosis codes and HF-related medications and were stratified by T2DM status. Measures included HF-related hospitalization count, length of first HF hospitalization, and age at first HF hospitalization. Comparisons were examined across HF …

Understanding Practices Of Lactation And Infant Feeding Together With Women With Hiv: The Uplift Observational Study Protocol, Christiana Smith, Emily Anne Barr, Karen Hampanda, Mark Trumbull, Hulin Wu, Jennifer Mckinney, Sarah Buisson, Carly Hoffmann, Ciarra Brown, Angela B Hutchinson, K Rivet Amico, Ifeyinwa V Asiodu, Elizabeth J Mcfarland, Margaret A Lampe, Preetam A Cholli, Olga Varechtchouk, Allahna Esber, Athena P Kourtis, Lisa Abuogi

Faculty, Staff and Student Publications

Introduction: There is a limited understanding of infant feeding decisions, practices, and outcomes for women living with HIV (WLHIV) and their infants since U.S. guidelines were updated in 2023 to support breastfeeding for virally suppressed women on antiretroviral treatment.

Methods and analysis: The Understanding Practices of Lactation and Infant Feeding Together with women with HIV (UPLIFT) study is a convergent mixed-methods, multisite, observational study designed to address key knowledge gaps. Twelve US sites will begin enrollment in early 2026 to accomplish three core activities (CA). In CA1, we explore infant feeding decision-making and experiences via in-depth interviews with pregnant/postpartum WLHIV …

Correction: Feasibility Of Conducting A Pilot Randomized Trial Of A Mindfulness-Based Intervention Among Sheltered Young Adults Experiencing Homelessness, Diane Santa Maria, Paula Cuccaro, Erica Sibinga, Kimberly Bender, Ethel Jacko, Widumini Liyanage, Jennifer Jones, Stanley Cron

Faculty, Staff and Student Publications

This corrects the article "Feasibility of conducting a pilot randomized trial of a mindfulness-based intervention among sheltered young adults experiencing homelessness" in volume 16, 1649664.

Recent Abdominal Surgery As A Risk Factor For Unfavorable Immune-Mediated Colitis Outcomes, Rohan Ahuja, Malek Shatila, Jay Shah, Cristina Natha, Varun Vemulapalli Mdi, Nitish Mittal, Jasmine Mikal Haydel, Irene Jeong-Ah Lee, Andres Caleb Urias Rivera, Carolina Colli Cruz, Bryan Schneider, Shilpa Grover, Aliyah Pabani, Anusha S Thomas, Yinghong Wang

Faculty, Staff and Student Publications

Background and aims: Risk factors for immune checkpoint inhibitor (ICI) therapy enterocolitis (IMC) have not been greatly explored. Abdominal surgery can reduce bacterial diversity, increase the presence of pathogenic bacteria, and lead to inflammatory changes. This retrospective analysis seeks to determine if a history of recent abdominal surgery in patients who receive ICI therapy affects the severity and duration of enterocolitis.

Methods: We retrospectively reviewed patients with history of abdominal surgeries, who received ICI for cancers and then developed IMC. Clinical profiles, oncology variables, and colitis-related characteristics were reported.

Results: Seven hundred sixty-five patients met the inclusion criteria. Patients median …

Evaluating Differences In Nonsyndromic Orofacial Clefts By Infant Sex: National Birth Defects Prevention Study, 1997-2011, Victoria A Salinas, Natalie P Archer, Layla R Lustri, Katherine L Ludorf, Timothy Ihongbe, Wei Yang, Eva M Williford, Marilyn L Browne, Adrian M Michalski, Lindsay A Williams, Wendy Nembhard, Eirini Nestoridi, Gary M Shaw, Andrew F Olshan, A J Agopian, National Birth Defects Prevention Study

Faculty, Staff and Student Publications

Objective: To investigate nongenetic factors that may contribute to observed differences in nonsyndromic orofacial clefts by infant sex.

Study design: Using data for 1997-2011 deliveries from the National Birth Defects Prevention Study, a case-control study, we separately examined associations between 23 maternal factors and cleft lip with or without cleft palate (CL/P) and cleft palate alone (CP) using multivariable logistic regression stratified by infant sex.

Results: We compared 2986 infants with CL/P and 1557 with CP to 11 271 control infants without birth defects. After adjusting for maternal age at conception and education, lower odds of nonsyndromic orofacial clefts were …

An Integrated Lifestyle-, Genetic- And Metabolomics-Based Prediction Model For Mild Cognitive Aging In The Hchs/Sol, Annah B Wyss, Yana Hrytsenko, Linfeng Hu, Iris J Broce, Robert C Kaplan, Wassim Tarraf, Bing Yu, Eric Boerwinkle, Qibin Qi, Myriam Fornage, Charles Decarli, Hector M González, Tamar Sofer

Faculty, Staff and Student Publications

Prediction models for cognitive aging measures have largely evaluated demographic variables and APOE carrier status in populations of European ancestry. To comprehensively assess prediction models among Hispanic/Latinos, we considered 12 models (6 predictor sets and 2 methods) for global cognitive score change (GCSC) and mild cognitive impairment (MCI) in the Study of Latinos-Investigation of Neurocognitive Aging (SOL-INCA) (N = 5856). Based on the average mean squared error (MSE) for GCSC or average area under the curve (AUC) for MCI across 100 randomly split testing and training sets, performance was similar across models, but slightly better for the following models: …

Enhancing Data Compatibility In An Evolving Landscape: Medical Cannabis And Polysubstance Use Protocols In The Phenx Toolkit, Anne Buu, Johannes Thrul, Amanda Bunting, Tamara Haegerich, Wayne Huggins, Christian Hopfer, Denise Vidot, Cataia Ives, Ryan Mcneil, Sarah Zemore, Corrie Vilsaint, Elizabeth Fallon, Christine Hill, Carol Hamilton, John Kelly

Faculty, Staff and Student Publications

Introduction: With increasing legalization of medical cannabis and prevalence of polysubstance use in the United States comes the need for standard psychometrically validated measures to study these substances' health effects in the population. The PhenX (consensus measures for Phenotypes and eXposures) Toolkit (www.phenxtoolkit.org) is a freely accessible catalog of recommended measurement protocols to promote data compatibility across studies, but this extensive catalog did not include measures in these important areas.

Methods: In 2024, a PhenX Working Group of experts followed a well-established consensus process to identify and recommend measurement protocols suitable for inclusion in studies on medical cannabis and polysubstance …

Population-Based Analysis Of Synergistic Effects Of Functional Disability And Comorbidities On Retention In Hiv Care Among People With Hiv, Modupe Olajumoke Onigbogi, Osaro Mgbere, Paul Rowan, Ruosha Li, Charles Darkoh

Faculty, Staff and Student Publications

Objective: This cross-sectional study examined how types of disability and comorbidities influence retention in care (RIC) among people with HIV (PWH) in Houston/Harris County, Texas, USA.

Methods: Data from 1142 participants in the Houston Medical Monitoring Project (2015–2021) were analyzed. Descriptive statistics, bivariate analyses, and multivariable logistic regression were used to evaluate factors associated with RIC.

Results: Approximately 74.9% of participants were retained in care. Compared to PWH without specific comorbidities, those with dyslipidemia and kidney disease had higher odds of RIC (AOR: 2.66; 95% CI: 1.40–5.03 and AOR: 14.08; 95% CI: 1.44–138.12, respectively). PWH reporting only mobility disability had …

Pregnant Women’S Attitudes And Intentions Toward Tuberculosis, Malaria, Group B Streptococcus, And Respiratory Syncytial Virus Vaccines In Pregnant: Findings From A Cross-Sectional Study Of Pregnant Women Living In Brazil, Ghana, Kenya, And Pakistan, Rupali Limaye, Jessica Schue, Berhaun Fesshaye, Prachi Singh, Emily Miller, Renato Souza, Saleem Jessani, Marleen Temmerman, Caroline Dinam Badzi, Molly Sauer, Vanessa Brizuela, Ruth Karron

Centre of Excellence in Women and Child Health

There are numerous infections that can adversely impact a developing fetus, neonates, and pregnant women, and there is limited research related to how specific infections experienced during pregnancy can affect these populations. Tuberculosis (TB), malaria, Group B streptococcus (GBS) and respiratory syncytial virus (RSV) can cause negative outcomes to maternal and neonatal health. For TB and GBS, there are vaccines in various stages of clinical trial development, and malaria and RSV vaccines are available. This study aimed to examine pregnant women’s attitudes toward TB, malaria, GBS, and RSV vaccines in Brazil, Ghana, Kenya, and Pakistan. We administered a cross-sectional survey …

Adult Healthy Habits, Belinda E. Vicuna, Mahtab Soleimani, Yvonnie Baik, Elena Martinez, Theresa H. Cruz

Reports & Documents

No abstract provided.

Exploring The Impact Of Adverse Childhood Experiences On Preventive Healthcare Utilization In Rural Georgia, Ryan R. Traylor

College of Graduate Studies: Theses & Dissertations

This study examines the relationship between Adverse Childhood Experiences (ACEs) and preventive healthcare use among adults in Georgia, specifically within rural populations facing structural barriers. Using 2023 Georgia Behavioral Risk Factor Surveillance System (BRFSS) data, the research analyzes associations between ACE exposure, rural residence, and preventive care outcomes, including physical exams and flu vaccinations. Guided by an intersectionally adapted version of Andersen’s Behavioral Model of Health Services Use, the study evaluates how predisposing factors, enabling resources, and perceived barriers relate to healthcare engagement. Logistic regression analyses assess the correlation of ACE exposure, cost barriers, provider access, and sociodemographics with preventive …

Examining Firefighter Perceptions Of Stress And Recovery Across A Shift And Engagement In Recovery Activities, Nathan T. Ebersole

College of Graduate Studies: Theses & Dissertations

The occupational demands of firefighting, such as fire suppression and rescue tasks, working in hazardous conditions, inconsistent sleep patterns, and exposure to traumatic events, can lead to work-related injuries, burnout, and feelings of isolation. To date, there is limited research on the impact of a single work-shift on firefighter perceptions of stress and recovery and the recovery activities that may influence these perceptions. Thus, the purpose of this study was to examine the effect of a single work-shift on firefighter perceptions of stress and recovery status as well as the recovery activities firefighters choose to engage in. Forty-three firefighters across …

Analysis Of The Functional And Acoustical Comfort Of Earplugs Experienced By A Group Of Workers In Canadian Companies And Identification Of The Influencing Variables, Bastien Poissenot-Arrigoni, Olivier Doutres, Alessia Negrini, Djamal Berbiche, Franck Sgard

Études primaires

Earplugs are essential for hearing protection in noisy workplaces, but their effectiveness depends heavily on user comfort, which influences proper and consistent use. This study explores functional and acoustical comfort experienced by 173 workers across Canadian companies, each testing different ’disposable or reusable’ earplug models over seven weeks. Comfort is assessed using detailed questionnaires covering six subdimensions: ease of insertion and removal, noise protection, impact on work, and discomfort related to internal and external noise perception. Linear mixed-effects models are applied within a triad framework encompassing person-, earplug-, and environment-related characteristics in order to identify those with a significant influence …

Lung Inflammation From Daily Exposure To Airborne Particulate Matter In A Trade School, Kynda Tinawi, Céline Plante, Alan Da Silveira Fleck, Édith Giasson, Isabelle Valois, Caroline Couture, Eva Suarthana, Maximilien Debia, Audrey Smargiassi

Études primaires

Background Workers are exposed daily to various airborne chemical agents, however, associations between daily exposures to particulate matter and lung inflammation in occupational settings have been little explored. Objective To estimate the association between daily occupational exposure to respirable (PM4 and PM2.5), ultrafine particles, their oxidative potential, and fractional exhaled nitric oxide within apprentices in a school of construction trades. Methods We used a repeated measures design over 5 consecutive days in 56 apprentices from 3 construction trade sectors (bricklaying, welding, and carpentry). Fractional exhaled nitric oxide was measured each day post-work. Personal and work area daily PM4 were collected …

Health And Nutrition In The First 1000 Days Of Life, Yaojiang Shi, Qi Zhang, Yiliang Zhu, Jingchun Nie

Health Behavior, Policy & Management Faculty Publications

Malnutrition and health issues remain persistent global crises, with developing regions bearing the brunt of the burden. According to the World Health Organization, nearly half of under-five deaths in low-and middle-income countries are linked to malnutrition, while stunting, wasting, and micronutrient deficiencies impair the development of millions of children annually. The studies in this special issue focus on countries facing distinct yet interconnected challenges: Sub-Saharan African nations grapple with high rates of stunting and maternal high-risk fertility behaviors; China confronts rural-urban disparities in dietary diversity and grandparenting practices; Colombia struggles with intersectional inequalities driving infant mortality; and Zambia faces unique …

Advancing Food Equity Through Explainable Ai (Xai): Identifying Place-Based Factors And Conditions Of Food Security, Leslie Hoglund, Hyoshin Park

Health Behavior, Policy & Management Faculty Publications

Food behaviors, food security, and their association with socioeconomic factors constitute a critical area of study with implications for public health, economic stability, and social equity. Understanding these relationships are essential for developing effective policies and interventions that promote sustainable, healthy food systems and greater food equity. This paper employs explainable artificial intelligence (XAI) methods to identify key features influencing household food behaviors. The insights gained from the XAI analysis are further utilized in conjunction with inverse reinforcement learning (IRL) to examine expert behaviors related to eating habits satisfaction. The XAI results reveal that household health conditions, spending patterns, and …

A Scoping Review To Conceptualize Social Privilege For Studying Patients' Health Outcomes And Health Disparities, Elizabeth A. Brown, Priyanka Patel, Esther May B. Sarino, Vladimir Markovic, Carles Muntaner

Health Behavior, Policy & Management Faculty Publications

Background

The continued reliance on single-category self-reported demographic data (e.g., race/ethnicity) reflects conceptual limitations that hinder the study and understanding of health outcomes research. There is a pressing need for more precise measures of social privilege that conceptualize privilege and oppression while enabling the examination of their effects on health outcomes in the United States (US) healthcare system.

Objective

The purpose of this scoping review was to review the literature, determine how researchers have measured aspects of privilege and oppression, and develop a conceptual framework to study patients' social privilege in the US healthcare system and public health research.

Methods …