Vaccination Coverage And Factors Associated With Covid-19 Vaccination In The Adult African American Community In South Carolina: A Cross-Sectional Survey, Brittany Divon Smith

Theses and Dissertations

The COVID-19 pandemic has disproportionately affected African American communities, revealing longstanding disparities in healthcare access and outcomes. In South Carolina, where these inequities are particularly evident, understanding the determinants of COVID-19 vaccine uptake among African Americans is crucial for advancing health equity. This thesis examines vaccination coverage and explores social, economic, and psychological predictors of vaccine uptake in a sample of 305 African American adults through a cross-sectional survey conducted in 2023.

Vaccination status was categorized as unvaccinated, partially vaccinated, and fully vaccinated (with or without a booster). Ordinal logistic regression analyses were performed to examine associations between vaccination status …

I'M Sexy And I Know It! Do You?! Candid Conversations With Seniors On Sexual Health, Antonette Francis-Sheaerer Phd, Tameka Dale-Wright, Cassandra Pettway, Thomas D. Cain, L. Lynette Parker, Ashley Y Williams

Community Health Workers Posters

Since 2023, the USA Health Centre for Healthy Communities, in partnership with the City of Mobile Parks and Recreation Department, has implemented the ‘Golden Nuggets’ Seniors Health Education Outreach program cycles at two community senior centers. Among the multi-session curriculum, Session Five—Senior Sexuality—has consistently been one of the most engaged and interactive, co-facilitated with the Alabama Department of Public Health HIV Prevention Unit. This session provides a culturally sensitive forum for African American older adults to voice questions or receive updated information on sexually transmitted infection (STI) prevention and sexual health practices relevant to their aging-in-place lifestyles. Anecdotal participant feedback …

Preoperative Health During A Pandemic: An Observational Study Assessing Lifestyle Changes In Patients Associated With Covid-19 In Western Australia, Nadine Radin, Dana Hince, Jim Codde, Paola Chivers, Dale W. Edgar

Research outputs 2022 to 2026

Background and Aim: Healthcare service disruptions resulting from the COVID-19 pandemic led to substantial changes in surgical pathways across public hospitals in Western Australia (WA). These disruptions, compounded by restrictions and containment measures, influenced the health and lifestyle behaviours of the WA community, including patients awaiting surgery. This study aimed to assess changes in self-reported modifiable lifestyle risk factors among patients during COVID-19. Methods: This observational study analysed hospital patient data across three seasonally matched calendar periods: Period 1 (January–March 2019 vs 2020), Period 2 (March–July 2019 vs 2020), and Period 3 (July–December 2019 vs 2020). Multivariable regression models were …

Longitudinal Assessment Of Health-Related Quality Of Life In Adults With Ckd, Owen Ng, Teixeira-Pinto, Anh Kieu, Anita Van Zwieten, Anoushka Krishnan, Kirsten Howard, Wai H. Lim, Jeremy R. Chapman, Simon D. Roger, Michael J. Bourke, Shaundeep Sen, Steven J. Chadban, Carol A. Pollock, Allison Jaure, Jonathan C. Craig, Jean Yang, Germaine Wong

Research outputs 2022 to 2026

Key Points: Dialysis linked with poorer quality of life compared with transplant patients and patients with CKD. Quality of life trends were similar in both domain-specific and overall quality-of-life measures. Background: There are sparse data about the change in health-related quality of life (HRQoL) with the temporal progression of CKD. In this study, we assessed the association between change in CKD stages, overall and domain-specific quality of life and determined the factors that were associated with this change. Methods: Data were sourced from a multicenter study that included 1290 adult patients aged 18 years and older across six centers in …

Setting Research Priorities For The Use Of Digital Technology In The Self-Management Of Heart Health: The Results Of The James Lind Priority Setting Partnership, Lis Neubeck, Simon Nichols, Nicola Straiton, Louise J. Dunford, Amitava Banerjee, Susan Dawkes, Donna Fitzsimons, Maria Hayes, Alistair Lawson, Abigail A. Lyons, Mary Mcauley, Jill Mclaggan, Richard Mindham, Nicholas L. Mills, Rakesh Modi, Alice Pearsons, Amanda Pitkethly, Fiona E. Strachan, Coral L. Hanson

Research outputs 2022 to 2026

Aims: There are wide inequalities in access to cardiovascular care, and risk factors such as obesity, high blood pressure, and physical inactivity are often not well managed. We aim to identify the most important questions about how digital technologies can help people and their carers prevent cardiovascular disease and improve access to care. Methods and results: A priority setting partnership that aimed to generate a top 10 list of research priorities for the use of digital technology in the prevention and management of heart disease and heart conditions in the UK and Ireland, with equal input by people with lived …

Length And Framing Of Anti-Junk Food Ads Impact Inclinations To Consume Junk Food Among Normal Weight, Overweight, And Adults With Obesity, Ross C. Hollett, Brennen Mills, Stephanie L. Godrich, Julia Butt, Gina S.A. Trapp

Research outputs 2022 to 2026

Background: Unrestricted junk food advertising increases the risk of short-term junk food consumption among viewers. We aimed to estimate the impact of junk food and anti-junk food advertisements differing in length and framing on junk food consumption inclinations. Methods: Adult participants (N = 505) were exposed to a randomly selected junk food advertisement or anti-junk food advertisement and reported their immediate craving and consumption intentions. These responses were separately analysed for two groups based on Body Mass Index (BMI): participants classified as within the normal range (18.5–25), and a combined group with BMI values indicating either overweight (25+) or obesity …

Combined Effect Of Sarcopenia And Impaired Respiratory Function On All-Cause Death: A Nationwide Cohort Study, Chutao Wu, Dan Wu, Mu Li, Senrong Lu, Yukai Wang, Yulong Lan

Research outputs 2022 to 2026

Background: Respiratory fitness and sarcopenia status have been reported to be cross-sectionally linked with each other and increase mortality risk. However, little is currently known regarding the connection between impaired respiratory function and sarcopenia and their joint effect on future death risk. Methods: This study included 12 027 participants (50.8% were women; mean [SD] age, 58.9 [9.3] years) from a nationwide, prospective cohort in China (China Health and Retirement Longitudinal Study). Respiratory function was assessed by peak expiratory flow (PEF). Sarcopenia status was assessed according to the Asian Working Group for Sarcopenia 2019 (AWGS 2019) criteria. Time-to-event survival analyses and …

Using Social Network Analysis To Visualise Place-Based Partnerships For Systems Change In Regional Australia, Stephanie L. Godrich, Isabelle Chiera, Melissa Stoneham, Jess Doe, Amanda Devine, Emily Humphreys

Research outputs 2022 to 2026

Issue Addressed: Social network analysis (SNA) is a novel approach to investigating food security systems change in regional and remote communities. With short-term, siloed food security solutions often proving ineffective, this study used SNA to visualise how organisations across a vast area in Western Australia (WA) were working in partnership to support systems change and identify where these partnerships could be strengthened. Methods: One hundred and one food security initiative leaders, representing 148 initiatives, participated in semi-structured interviews. The number and type of regional partnerships were measured, and region-based partnership network typologies determined. Results: Most regions’ partnership networks were ‘Scattered …

Space-Time Analysis Of Burgeoning Us Atrial Septal Defect Rates Driven By Cannabis, Albert Stuart Reece, Kenneth Hulse

Research outputs 2022 to 2026

Atrial septal defect (ASD) has become increasingly common in the USA and now affects 1 in 11.3 children in some places, but space–time analysis has not been applied to this emerging trend. ASD rate (ASDR) data were obtained from the National Birth Defects Prevention Network 2003–2020. Substance (cigarettes, alcohol, cannabis, analgesics, cocaine) use data were obtained from the National Survey of Drug Use and Health. Income data were obtained from the US Census. Analysis was limited to the Non-Hispanic White population by technical factors. Time-sequential univariate and bivariate maps were prepared for both covariates and outcomes and their combinations. Spatial …

Education And Training In Water Operator Certification And Its Role In Water Utility System Performance, Heath A. Edelman

Educational Leadership & Workforce Development Theses & Dissertations

Access to safe and reliable drinking water is a foundational component of public health and environmental protection. The United States drinking water sector is highly regulated and increasingly challenged by workforce shortages, aging infrastructure, and variability in operator training requirements across states. Despite the federal mandate for operator certification under the Safe Drinking Water Act Amendments of 1996, empirical evidence on the effectiveness of certification policies in improving regulatory compliance outcomes remains limited.

This study examined the relationship between operator certification policies and drinking water compliance outcomes under the Safe Drinking Water Act, with particular attention to differences across violation …

“Recollecting The Told Story”: Storytelling, Activism, And The Black Maternal Health Emergency, Lamaya C. Williams

English Theses & Dissertations

Storytelling is a foundational component of Black knowledge creation and transmission. This dissertation centers Black women’s stories of birth and mothering—drawing on both primary source birth stories and fictional narratives—to examine the United States’ Black Maternal Health Emergency (BMHE). The BMHE is a complex and urgent issue wherein structural racism, medical bias, and intersecting social determinants disproportionately endanger the health of Black mothers. As such, Black mothers in the United States are three times more likely to die from a pregnancy-related condition compared to their white counterparts.

This study examines the birth stories of women who survived the BMHE and …

Application Of The Multi-Theory Model To Determine Predictors Of Initiating And Sustaining Stress Management Behaviors In Undergraduate College Students, Bishoy T. Samuel, Joshua Mann, Michael Welsch, Manoj Sharma, Vinayak K. Nahar

Journal of Public Health in the Deep South

Background: Undergraduate college students face stress and concomitant mental health issues that can be mitigated by proper stress management behavior.

Purpose: This article examines the multi-theory model (MTM) of health behavior as a predictor of change in the primary outcomes of initiation and sustenance of relaxation-seeking behavior in undergraduate college students for the purposes of stress mitigation. The two main research hypotheses tested were that (a) participatory dialogue, behavioral confidence, and change in physical environment have statistically significant effects on initiation of behavioral change, and (b) emotional transformation, practice for change, and change in social environment have statistically significant effects …

Farmers Markets And Produce Purchasing Behaviors Among University Faculty And Staff, Kritika Gupta, Laurel Lambert, Jangwoo Jo, Selby Rebecca Entrekin, Georgianna Mann

Journal of Public Health in the Deep South

Background: This study explores produce purchasing criteria (PPC) and produce purchasing frequency (PPF) among university faculty and staff, a population often underrepresented in dietary behavior research.

Purpose: To identify distinct PPC profiles among university faculty and staff and examine how these profiles are associated with PPF and farmers market usage, while also assessing the role of demographic and behavioral factors in shaping these relationships.

Methods: Using a 29-item online survey administered to faculty and staff at a southern United States university (N = 175), three distinct PPC clusters were identified: health/label conscious, utilitarian, and no-specified-criteria consumers. Statistical analyses — including …

Telemedicine Kiosks: Can Technology Solve Rural Mississippi's Healthcare Crisis?, Babu George, Martha Ravola

Journal of Public Health in the Deep South

Background: Mississippi’s rural counties face hospital gaps, clinician shortages, and limited broadband/device access that collectively delay care and constrain telehealth uptake.

Purpose: This paper assesses whether telemedicine kiosks can improve rural healthcare access in Mississippi while also supporting viable local entrepreneurship and community development.

Methods: A conceptual, policy-and-market analysis integrated narrative literature synthesis, secondary data and policy review, and 5-year financial modeling under two cost-allocation scenarios: an Operator Model (subscription fees covered by partners/grants) and a Network Model (subscription fees borne by the kiosk operator).

Results: Kiosks with embedded connectivity and diagnostic peripherals can deliver device-independent virtual care and directly …

Promoting A Culture Of Academic Integrity In The Context Of Artificial Intelligence: Lessons From One School Of Public Health In The Southeast, Gregory Pavela, Lindsay C. Aycock, Mercy Aula, Angela Sullivan, Matthew Fifolt

Journal of Public Health in the Deep South

No abstract provided.

Aircraft Wastewater Surveillance As A Tool For Monitoring Disease In The Pacific, Carla J. Eaton, Joanne R. Chapman, Brent J. Gilpin

Pacific Journal of Health

Wastewater surveillance is a powerful tool for monitoring infectious diseases within a population. However, as most wastewater surveillance relies on interconnected wastewater networks to provide samples representative of the population, many Pacific Islands have been excluded from benefiting from this tool due to their lack of reticulated sewerage systems. Many diseases of concern for the Pacific are detectable in wastewater even though individuals may be asymptomatic. We investigated whether analysis of wastewater from aircraft arriving in New Zealand from Pacific Island nations could be used as a proxy for in-country surveillance. Flights from the Pacific arrive in Auckland daily, with …

Risk Factors Of Leptospirosis Among Agricultural Workers In Southeast Asia: Literature Review, Ronggo Adi Wibowo, Wawa Najwa Nurzakia, Meirany Sasitha Kirana, Yulia Arthemisia Wijaya, Jasmine Ayumaharani Sekaryudha, Dwi Sarwani Sri Rejeki, Rosita Dwi Jayanti

Jurnal Epidemiologi Kesehatan Indonesia

The agricultural sector is the primary source of livelihood for communities in Southeast Asia; however, these activities increase the risk of exposure to zoonotic diseases, particularly leptospirosis. Southeast Asia is one of the regions with the highest incidence of leptospirosis in the world. This literature review aims to identify risk factors for leptospirosis among agricultural workers in Southeast Asia. The search for research articles utilized three databases (Google Scholar, PubMed, and ScienceDirect) using a descriptive approach based on literature review and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. A total of 9,800 articles were screened for …

Factors Associated With Stunting Among Children Aged 6 – 59 Months Attending Integrated Health Post (Posyandu) In Selapajang And Kedaung Wetan Villages, Neglasari Sub-District, Tangerang City: A Matched Case-Control Study, Michael Alexander Solang, Joue Abraham Trixie, Gloria Semula, Tiona Simamora, Conny Tanjung

Jurnal Epidemiologi Kesehatan Indonesia

Stunting is a problem in Indonesia. In 2022, Kedaung Wetan and Selapajang Villages in Neglasari sub-district, Tangerang City, were identified as a priority. This study aimed to identify factors associated with stunting among children (6 – 59 months) in these villages. A matched case-control study consisting of 214 children (107 cases and 107 controls) was conducted, with individual matching based on age, sex, and prematurity at birth. Cases were children with height-for-age (H/A) measurement less than -2SD (according to WHO standard), while controls were children with H/A equal to or greater than -2SD. Conditional logistic regression was used for the …

Incidence Of Carpal Tunnel Syndrome After The Diagnosis Of Ulnar Neuropathy, Harrison S. Fellheimer, Eric Didomenico, Mahaa Ayub, Magnolia Livingston, William L. Justice, Gabriel I. Onor, Eric Tecce, Pedro K. Beredjiklian

Department of Orthopaedic Surgery Faculty Papers

PURPOSE: The purpose of this study is to determine whether patients diagnosed with ulnar nerve lesions (UNLs) have an increased risk of developing carpal tunnel syndrome (CTS).

METHODS: A retrospective cohort study was conducted using the TriNetX database, which contains data of >100 million patients. We identified 360,021 patients with UNLs and matched them 1:1 with controls. The incidence of CTS was assessed at 1, 2, 3, 4, and 5 years following the diagnosis of UNL. Statistical analyses were used to evaluate the development of CTS in the UNL cohort compared with controls.

RESULTS:  Patients with UNL demonstrated a significantly …

Impact Of Tropical Cyclones On Food And Nutrition Security: A Global Scoping Review And Thematic Analysis, Patience M. Chiotha, Budi Haryanto

Jurnal Epidemiologi Kesehatan Indonesia

The increasing frequency and intensity of tropical cyclones driven by climate change pose growing threats to food and nutrition security. Globally, an estimated 80–90 tropical cyclones occur annually, affecting approximately 119 million people. Evidence regarding their impact on food systems, dietary patterns, and nutritional status remains fragmented. This scoping review aimed to map global evidence on the impacts of tropical cyclones on food and nutrition security, identify key pathways of impact, and examine affected indicators at household and individual levels. The review followed Joanna Briggs Institute guidelines and PRISMA-ScR. Searches were conducted in PubMed/MEDLINE, Web of Science, Scopus, and Google …

Analisis Disparitas Geospasial Dan Determinan Sosio-Demografis Masalah Kesehatan Jiwa Di Indonesia: Analisis Data Survei Kesehatan Indonesia (Ski) 2023, Alya Zahrah Zhafirah, Sutanto Priyo Priyo Hastono

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Kesehatan jiwa merupakan pilar utama pembangunan sumber daya manusia yang kini menjadi tantangan struktural di Indonesia. Masalah ini dipengaruhi secara signifikan oleh determinan sosio-demografi seperti tingkat pendidikan, status ekonomi dan lingkungan. Penelitian ini diinisiasi oleh urgensi untuk memetakan distribusi beban masalah kesehatan jiwa secara nasional sekaligus menginvestigasi ketidakonsistenan prevalensi antara data Riskesdas 2018 dan SKI 2023. Penelitian ini menggunakan desain potong lintang dengan menganalisis prevalensi masalah kesehatan jiwa pada penduduk Indonesia berusia ≥15 tahun, menggunakan data SKI 2023. Kondisi kesehatan jiwa dinilai menggunakan instrumen SRQ-20 untuk mengidentifikasi probabilitas masalah kesehatan jiwa. Hasil utama menunjukkan prevalensi masalah kesehatan jiwa Indonesia tahun …

Determinants Of Stunting Among Under-Five Children (0–59 Months) In Central Sulawesi Province, Marchell Bamba, Mondastri Korib Sudaryo, Ratna Djuwita, Helwiah Umniyati

Jurnal Epidemiologi Kesehatan Indonesia

Stunting is caused by chronic malnutrition which can be caused by various factors including poverty, poor nutritional intake and maternal health, and inappropriate infant feeding. This study was conducted to determine what factors cause stunting in Central Sulawesi Province. This study was conducted using a cross-sectional observational analysis method using secondary data from the Survei Kesehatan Indonesia (SKI) 2023. The analysis was carried out using logistic regression. The sample used was 2179 respondents. The dependent variable is stunting while the independent variables are age, gender, area of residence, gestational age, provision of PMT, exclusive breastfeeding, maternal occupation, maternal education, and …

The Effects Of Ultra-Processed Food Consumption On Cancer Development, Bailey G. Ottmann

Emerging Writers

The dramatic rise in ultra-processed food (UPF) consumption worldwide has sparked growing concerns about its impact on cancer development and human health. UPFs contain high levels of added sugars, unhealthy fats, chemical additives, dyes, and toxic compounds formed during cooking and processing. This study investigates the relationship between UPF consumption and cancer through a review of primary and secondary sources, alongside an observational survey conducted among 15 healthcare professionals, including physicians, nurses, and nursing educators. Survey findings indicate that 53% of participants observed higher cancer prevalence in patients consuming large amounts of UPFs, with colorectal cancer most frequently reported. The …

Patterns Of Multimorbidity Among Low-Income Adults Who Smoke With Implications For Tailored Interventions: A Cluster Analysis Using A Mixture Of Bernoulli Model, Monique T. Cano, Michael R. Lindstrom, Oscar F. Rojas Perez, Ricardo F. Muñoz

School of Mathematical & Statistical Sciences Faculty Publications

Introduction: Smoking cigarettes remains a leading modifiable risk factor for preventable health conditions. In the United States, the health burden of smoking disproportionately impacts low-income individuals. Multimorbidity is common in this group, complicating treatment and worsening outcomes. Identifying multimorbidity clusters can support targeted, individualized interventions. This study aimed to identify multimorbidity clusters among individuals who smoke and experience economic hardship and provide clinical recommendations to enhance health outcomes.

Method: Individuals who smoke and experience economic hardship (N = 60) were recruited from the San Francisco Health Network (SFHN) and were assessed for physical and mental conditions. Cluster analysis was …

U.S. Pharmacists’ Perceptions Of Getting The Covid-19 Vaccine And How That Affects Their Interactions With The Public, Megan Boals

Walden Dissertations and Doctoral Studies

Pharmacists play a pivotal role in public health, particularly in promoting vaccination. However, vaccine hesitancy among pharmacists significantly undermines their willingness to provide effective patient counseling and to advocate for vaccination, potentially eroding public trust in vaccines. This descriptive-phenomenological study sought to understand the factors contributing to pharmacists’ COVID-19 vaccine hesitancy and how this hesitancy affected their willingness to recommend vaccines to patients. Twenty practicing pharmacists were interviewed via Zoom between September 23 and October 14, 2025. The health belief model helped interpret the study findings. Thematic analysis, as described by Braun and Clarke, was conducted to identify and interpret …

Associations Between Caregiver-Provider Communication Quality And Unmet Care Needs Among Older Adults

Faculty, Staff and Student Publications

BACKGROUND: Unmet care needs (lack of assistance with daily activities) among older adults are common and linked to adverse health outcomes, greater healthcare utilization, and caregiver burden. While effective patient-provider communication is known to improve care quality, less is understood about the role of caregiver-provider communication, particularly across sociodemographic, health, and caregiving contexts. METHODS: We conducted a cross-sectional secondary analysis of pooled 2021–2023 National Health and Aging Trends Study (NHATS) and National Study of Caregiving (NSOC) data, restricted to community-dwelling older adults (65 + years) who received assistance from caregivers due to difficulty with daily activities, and had at least …

Evaluating U.S. Health Policy Levers Using Difference-In-Differences: Hospital Acquisitions, Global Budgets, And Income Policies, Kola Adegoke

NYMC Student Theses and Dissertations

Abstract

Background: U.S. health policy relies on multiple levers to influence system performance, financial stability, and population health. This dissertation uses a three-paper portfolio to evaluate organizational change (hospital acquisitions), payment reform (Maryland all-payer global budgets), and income-related state policies, applying difference-in-differences (DiD) designs with prespecified diagnostics to support causal interpretation.

Methods: Study 1 examined hospital change-of-ownership (CHOW) acquisitions using a national hospital-year panel from RAND HCRIS (2014–2023), linked to CHOW timing data from 2016–2023. Effects on revenue outcomes were estimated using a staggered difference-in-differences design implemented with the Callaway and Sant’Anna estimator, using doubly robust inverse probability weighting, hospital-level …

Socioeconomic Disparities In Readmission Outcomes And Cardiac Procedures Among Atrial Fibrillation Hospitalizations, Muhammad U. Almani, Muhammad Yousuf, Noor Fatima, Muhammad Q. Ullah, Muhammed Arshad

Einstein Health Papers

Introduction: Atrial fibrillation (AF) remains one of the leading dysrhythmias incurring hospitalization. We set out to determine the impact of socioeconomic status (SES) on in-hospital cardiac procedures and the readmission outcomes in patients with AF. Methods: The National Readmission Database (NRD) was searched for adults with a primary diagnosis of AF between 2010 and 2019. We determined unplanned AF-specific readmission within 30 days. Median neighborhood household income was assessed by patient zip code as quartiles: low income (Q1), middle income (Q2), upper-middle income (Q3), and high income (Q4). Differences in in-hospital cardiac procedures during the index hospitalization and probability of …

A Livelihood Intervention Improved Nutritional, Mental Health And Sexual Health Outcomes Among Hiv-Affected Adolescents In Western Kenya: Results From The Shamba Maisha Randomised Controlled Trial, Sheri D. Weiser, Lila Aziz Sheira, Pauline Wekesa, Jennifer Monroe Zakaras, Edward A. Frongillo Jr. Ph.D., Elly Weke, Jason M. Nagata, Amy A. Conroy, Marguerita Lightfoot, Torsten B. Neilands, Lisa M. Butler, Elizabeth A. Bukusi, Craig R. Cohen, Maricianah Atieno Onono

Faculty Publications

Introduction Interventions that address household-level factors, including food insecurity (FI) and poverty, may reduce HIV risk and improve sexual and reproductive health (SRH) among adolescent girls and young women (AGYW).

Methods This cluster randomised controlled trial in Kenya assessed AGYW living in households of adults enrolled in Shamba Maisha (SM). SM was a multisectoral agricultural livelihood intervention designed to improve HIV health. At the trial end, we used linear and logistic regressions to compare differences between the intervention and control arms in FI, and mental health among AGYW-caregiver pairs and SRH outcomes among the AGYW, accounting for clusters with robust …

What Factors Influence Health Professions Trainees’ Preferences For Employment In Rural Appalachia? A Qualitative Study To Inform The Design Of A Discrete Choice Experiment, Chris Gillette, Jan Ostermann Ph.D., Aylin A. Aguillar, Sarah O'Neal, Chris Everett, Dawn Caviness, Esita Patel, Laiton Steele, Dawn Goel, Quazi Minhaz Tabassum

Faculty Publications

Optimizing the geographic allocation of health care providers has the potential to improve health care access and health outcomes for rural populations. To inform the design of a discrete choice experiment (DCE) survey to elicit health professions trainees' preferences for rural practice, this formative research aimed to: (1) elicit factors that influence job selection among health profession trainees, including medical residents physician assistant (PA) and nurse practitioner (NP) students, (2) identify how these trainees evaluate trade-offs for rural job placement and (3) inform attribute selection for inclusion into a future DCE to identify health professions trainees’ preferences for rural practice. …