Public Health Commons^™

Student Nurse-Led Hypertension Management In A Rural Free Clinic, Leslie Okhirkhian

Cardiovascular Research Symposium

This pilot project seeks to evaluate the effect of nurse-led assessments and education on blood pressure control among adult patients with prehypertension and hypertension who attend a free health clinic located inside of a rural community in Southeastern Virginia. A leading, modifiable risk factor for cardiovascular disease is hypertension, yet disparities in consistent healthcare access and education disproportionately affect rural populations. Nurse-led interventions are a promising strategy for improving hypertension control through personalized education, blood pressure monitoring, and follow-up.

Methods: Participants with a diagnosis of prehypertension or hypertension were recruited from a free rural health clinic (n=20). Over a 7-week …

Socioeconomic, Behavioral, And Health Profiles Of Women With Eclampsia: Findings From The 2020–2022 National Pregnancy Risk Assessment Monitoring System Data, Jessi Bates, Gurgen Grigoryants, Hongyun Fu

Cardiovascular Research Symposium

Background: Eclampsia is a severe obstetric complication with significant maternal health implications, disproportionately affects women with certain sociodemographic and health risk factors. This study investigates the characteristics and outcomes of women who experienced eclampsia using data from the national Pregnancy Risk Assessment Monitoring System (PRAMS).

Methods: This analysis included a sample of 729 women with eclampsia from the 2020–2022 PRAMS (N = 238,575). Descriptive statistics, chi-square tests, and multivariate logistic regression were conducted to examine patterns and factors associated with preterm-birth, low birth weight (LBW), and cesarean delivery.

Results: Over half of the women were aged ≥35 years (50.6%), unmarried …

Time Ticks Slowly For Kidney Transplant Reform: Eskd Patient Challenges And Opportunities, Gregory P. Hess

College of Population Health Faculty Papers

No abstract provided.

External Validation Of Calculator For Cesarean Delivery During Induction Of Labor, Claudia J. Ibarra, Rachel L. Wiley, Han-Yang Chen, Estefania Guthrie, Ipsita Ghose, Hector Mendez-Figueroa, Suneet P. Chauhan

School of Medicine Faculty Publications

OBJECTIVE: To validate a published risk calculator to predict cesarean delivery (CD) among singletons undergoing induction of labor. METHODS: Our retrospective cohort study included singletons undergoing induction of labor. A predicted CD score was calculated for each individual based on a previously developed calculator. External validation of the calculator was assessed by the discriminative power of the model by using the area under the receiver operating characteristic curve, and by a calibration curve. The score was categorized as less than 10%, 10% to less than 30%, and 30% or greater. The primary outcome was CD. The secondary outcomes were a …

Low-Level Pm2.5 Exposure And Mortality In The Medicare Cohort: The Role Of Native American Beneficiaries, Judy Wendt Hess, Wenyaw Chan

Faculty, Staff and Student Publications

Fine particulate matter (PM2.5) has been associated with mortality at low concentrations, with higher per-unit risk at lower exposure levels, and no threshold of effect. We examined characteristics of Medicare decedents living in zip codes at the lowest end of the U.S. PM2.5 exposure distribution to determine whether there is a demographic, health or exposure profile of beneficiaries for whom even low PM2.5 exposure is associated with increased mortality. The study included 2,773,647 decedent cases and 27,736,470 non-decedent controls, matched on decile of long-term PM2.5 exposure from among 36 million Medicare fee-for-service beneficiaries enrolled 2015–2016. Outcomes of the study included …

Exploring Lingering Covid-19 Vaccine Hesitancy In Three Diverse U.S. States: Alabama, Illinois, And Texas, Sinan Almukhtar, Noah Mcwhirter, Anaïs Mendiola, Shekwonya Samuel, Olivia Dominguez, Danielle Pester Boyd, Stephen Flores, Pooja Gandhi, Francis Kazungu, Manorama Khare, Paula Cuccaro, Maria E Fernández, Ronald C Hershow, Sage Kim, Emily Stiehl

Faculty, Staff and Student Publications

During the COVID-19 pandemic, vaccine uptake was slower than expected, with some people experiencing concern about the safety and effectiveness of the COVID-19 vaccine even after being vaccinated. This manuscript explores a phenomenon called lingering hesitancy, or the concern that people experience even after receiving an initial dose of a vaccine. Leveraging survey findings from three individual Prevention Research Centers (PRCs) in Alabama, Illinois, and Texas, we compare the attitudes of individuals across three vaccine status groups: those who received their complete COVID-19 vaccine series, those who received an initial dose but no subsequent doses (lingering hesitancy), and those who …

Birth Outcomes In The Hispanic Population In The United States: Trends, Variation, And Determinants (2011–2021), Yanchao Yang, Sota Fuji '27, Thinh Nguyen '26

Business Analytics Faculty Publications

Infants born to mothers who self-identify as Hispanic account for a substantial and growing share of births in the United States, yet limited research has examined disparities in birth outcomes across Hispanic origin subgroups. This study aims to document trends and identify important factors associated with Cesarean section (C-section), low birth-weight, and prematurity within the Hispanic population. We use data from the National Vital Statistics System (2011–2021), covering nearly all U.S. births. We compare outcomes across Hispanic, non-Hispanic White, and non-Hispanic Black mothers and further disaggregate by Hispanic origin (Mexican, Puerto Rican, Cuban, Central/South American, and Other/Unknown). We use logistic …

Impact Of Mental Illness On Colon Cancer Screening Participation, Stephanie Tejada

Walden Dissertations and Doctoral Studies

This study analyzed the impact of mental illness on colon cancer screening participation. The research problem centers on the under-screening of colorectal cancer (CRC) in psychiatric patients, leading to delayed diagnoses and poorer treatment outcomes. This quantitative retrospective cohort study examined how demographic factors (age, gender, ethnicity), healthcare access, and support group participation influenced CRC screening among individuals with mental illness. The research used data from 571 adults aged 50 and older from the National Health Interview Survey (NHIS). The Social Ecological Model served as the guiding theoretical framework for this study. Statistical analyses included t-tests, chi-square, logistic regression, and …

Opioid Overdose Bystander Assistance And Harm Reduction In Pennsylvania, Walkirya Peralta

Walden Dissertations and Doctoral Studies

Bystanders play a vital role in reducing opioid overdose deaths by administering naloxone, a medication that can reverse the effects of opioids when used promptly. With opioid-related fatalities considered a public health emergency in the United States, increasing public access to naloxone and education on overdose prevention has become a key strategy in harm reduction. Research shows that these efforts effectively lower overdose deaths in affected communities. As part of this public health approach, many states allow individuals to obtain naloxone without a prescription through standing orders at pharmacies and community programs. Additionally, legal protections such as Good Samaritan laws …

Cathartocytosis: Jettisoning Of Cellular Material During Reprogramming Of Differentiated Cells, Jeffrey W Brown, Xiaobo Lin, Gabriel Anthony Nicolazzi, Xuemei Liu, Thanh Nguyen, Megan D Radyk, Joseph Burclaff, Jason C Mills

Faculty, Staff and Students Publications

Injury causes differentiated cells to undergo massive reprogramming to become proliferative and repair tissue via paligenosis. Gastric chief cells use paligenosis to reprogram into progenitor-like spasmolytic-polypeptide-expressing metaplasia (SPEM) cells. Stage 1 of paligenosis is the downscaling of mature cell architecture via a process involving lysosomes. Here, we notice that sulfated glycoproteins are not only digested during paligenosis but also excreted into the gland. Various genetic and pharmacological approaches show that endoplasmic reticulum membranes and secretory granule cargo are also excreted and that the process proceeds in parallel with but is mechanistically independent of autophagy. Three-dimensional light and electron microscopy demonstrated …

Segmental Atrophy Of The Liver: Review Of A Rare Pseudotumor, Ayesha Younus, Yu Liu, Ellen E. Connor, Zeng-Ying Wu, Hwajeong Lee, Zhi-Yan Fu

School of Medicine Faculty Publications

Segmental atrophy (SA) of the liver is a rare, often underrecognized, benign condition that presents as a mass lesion, mimicking a neoplasm, which poses a significant diagnostic challenge. Given its rarity, only a limited number of case reports and series have been published, resulting in sparse literature on the entity. This review aims to summarize the clinicopathologic and diagnostic features of SA and thus improve its recognition.

Partner Collective Impact Survey Final Evaluation Report, Courtney A. Fitzgerald, Theresa H. Cruz, Havana Maisano

Reports & Documents

The Healthy Here coalition, based in Bernalillo and Santa Fe Counties, brings together over 30 organizations working across four key areas: healthy eating, active living, family healthy weight, and vaccinations. In summer 2025, the coalition conducted a PARTNER Collective Impact Survey to evaluate its network structure, contributions, and effectiveness. The survey, completed by 29 organizations (87.9% response rate), provided insights into how member organizations collaborate, the resources they contribute, and how trust and value are perceived across the network.

Findings show that coalition members most frequently contributed community connections, content expertise, and information sharing, with Presbyterian Community Health and the …

Outcomes Of Brexucabtagene Autoleucel In Patients With Relapsed/Refractory Acute Lymphoblastic Leukemia With Cns Involvement, Ibrahim N Muhsen, Gregory W Roloff, Rawan Faramand, Tamer Othman, Yannis Valtis, Noam E Kopmar, Simone E Dekker, Matthew Connor, Santiago Mercadal, Timothy E O'Connor, Kaitlyn C Dykes, Mohamed Ahmed, Nikeshan Jeyakumar, Amy Zhang, Katharine Miller, Katherine C Sutherland, Caitlin Guzowski, Vishal K Gupta, Navneet Majhail, Minoo Battiwalla, Melhem M Solh, Shahbaz A Malik, John Mathews, Caspian H Oliai, Paul Shaughnessy, Luke Mountjoy, Catherine J Lee, Aaron C Logan, Stephanie B Tsai, Jessica T Leonard, Marc Schwartz, Joshua P Sasine, Muthu Kumaran, Noelle Frey, Jae H Park, Divya Koura, Ryan D Cassaday, Bijal D Shah, Ibrahim Aldoss, Lori S Muffly, Laquisa C Hill

Faculty, Staff and Students Publications

Patients with relapsed/refractory (R/R) B-cell acute lymphoblastic leukemia (B-ALL) with central nervous system (CNS) involvement (CNS B-ALL) have poor outcomes and were frequently excluded from CD19-targeting chimeric antigen receptor (CAR) T-cell clinical trials. The efficacy and safety of brexucabtagene autoleucel (brexu-cel) in adults with R/R B-ALL was established by the ZUMA-3 trial, which excluded patients with advanced or symptomatic CNS involvement. In this retrospective multicenter analysis, we investigated the safety and efficacy of brexu-cel in patients with CNS B-ALL using data from the ROCCA (Real-World Outcomes Collaborative for CAR T in ALL) consortium. Of 189 patients who received infusion, 31 …

The Association Between Malnutrition And Gingivitis Among Residents In St. Louis, Missouri, Alyssa Detrick

Walden Dissertations and Doctoral Studies

Malnutrition and gingivitis are common diagnoses in primary medical and dental care. The purpose of this quantitative study was to understand the association between malnutrition and gingivitis among residents in St. Louis, Missouri. The study was based on the social ecological model (SEM). The cross-sectional design involved secondary data (N = 2,553) from a Federally Qualified Health Center in St. Louis, Missouri that included de-identified patient demographic and diagnosis information of St. Louis City residents with a medical and dental visit in 2024. This study examined the relationship between malnutrition and gingivitis while controlling for ethnicity, preferred language, race, and …

Earth Care Trusted Messengers Vaccine Access Project, Camille Velarde, Theresa H. Cruz

Reports & Documents

The Earth Care Trusted Messengers Vaccine Access Project was a two-month intervention implemented in Santa Fe, New Mexico in spring 2025 to address persistent barriers to COVID-19 and routine vaccine access among Spanish-speaking communities. Using a peer-to-peer “Trusted Messenger” model, respected community members received training in vaccine knowledge, communication strategies, and community organizing before hosting small house meetings to share accurate information, address concerns, and build trust.

A mixed-methods evaluation included pre/post/follow-up surveys, weekly house meeting questionnaires, and a final focus group. Quantitative results demonstrated substantial increases in participants’ confidence across all domains, including vaccine knowledge, communication skills, and ability …

Bridging Diagnostic Safety And Mental Health: A Systematic Review Highlighting Inequities In Autism Spectrum Disorder Diagnosis, Abirami Srivarathan, Andrea Bradford, Sara Shearkhani, Layla Heimlich, Sheryl Jefferson, Kristen E Miller, Kelly Smith, Helen Haskell, Traber D Giardina

Faculty, Staff and Students Publications

Introduction: There is increased recognition that diagnostic errors disproportionately affect marginalised and underserved patient populations in the USA. However, evidence on diagnostic inequities in mental disorders is sparse and not well integrated into the overall diagnostic safety literature.

Objective: We systematically reviewed and narratively synthesised evidence on inequities in diagnosis of mental disorders, guided by the Diagnostic Process Framework developed by The National Academies of Sciences, Engineering, and Medicine.

Methods: We conducted a systematic review and a narrative synthesis. Medline, Embase, PsycInfo and CINAHL were searched for studies published between 2015 and 2024. Studies were eligible if they reported on …

Hepcidin, Incident Heart Failure, And Cardiac Dysfunction In Older Adults: The Aric Study, Iman A F Aboelsaad, Brian L Claggett, Victoria Lamberson, Pranav Dorbala, Kunihiro Matsushita, Pamela Lutsey, Bing Yu, Brandon W Lennep, Youssef M K Farag, Amil M Shah, Leo F Buckley

Faculty, Staff and Student Publications

Aims: Hepcidin regulates plasma and tissue iron levels. We studied the association of hepcidin levels with the risk of incident heart failure (HF) and cardiac dysfunction in older adults.

Methods and results: We included adults from the ongoing, longitudinal Atherosclerosis Risk in Communities (ARIC) study, who were free from prevalent anaemia and HF at Visit 5 (2011-13) and had available hepcidin and covariate data. Associations of plasma hepcidin levels with overall adjudicated incident HF, HF with reduced ejection fraction (HFrEF), and HF with preserved ejection fraction (HFpEF) were assessed using multivariable Cox proportional hazards regression models. Cross-sectional associations of hepcidin …

Family Healthy Weight Program: Smart Movestm Pilot Project Evaluation Report, Camille Velarde, Theresa H. Cruz Dr., Elena Martinez

Reports & Documents

The Smart Moves™ Family Healthy Weight Program is an evidence-based, family-centered intervention designed to address childhood overweight and obesity through nutrition education, physical activity, social-emotional learning, and caregiver engagement. In spring 2025, Presbyterian Community Health piloted Smart Moves™ in a South Valley community health clinic as part of the Healthy Here initiative, with evaluation conducted by the University of New Mexico Prevention Research Center.

The pilot, adapted from a 12-lesson curriculum to 8 core lessons plus orientation and celebration, included bilingual instruction, cooking in a teaching kitchen, and family-based incentives. Evaluation methods combined quantitative and qualitative data, including pre/post BMI …

Blenderized Tube Feeding Formulas: Attitudes, Barriers, And Clinical Benefits As Perceived By Registered Dietitians In Pediatric Care, Savannah Smiley Keeler

Master's Theses

Blenderized tube feeding formulas (BTFF) are increasingly recognized as a viable alternative to conventional commercial tube feeding formulas (CTFF) for pediatric patients requiring enteral nutrition. This cross-sectional, exploratory study aimed to assess the experiences, attitudes, and perceived clinical benefits of BTFF use among Registered Dietitian Nutritionists (RDNs) working with gastrostomy-tube-dependent pediatric populations in the United States. A total of 146 RDNs completed a 45-item online survey, which gathered quantitative and qualitative data on BTFF familiarity, feasibility, clinical outcomes, caregiver factors, and institutional barriers. Findings revealed that while BTFF use remains variable across clinical settings, 55.8% of RDNs reported increased utilization …

Lactation Management Training In Graduate Nutrition And Dietetics Programs: A Preliminary Report, Laura Ashton Gillin

Master's Theses

The American Academy of Pediatrics recommends exclusive breastfeeding (BF) for the first six months and continued breastfeeding for at least two years with complementary food. Despite this recommendation, only 24.9% of infants in the United States are exclusively breastfed at six months (Breastfeeding Report Card 2022). Breastfeeding support and lactation management are critical to promoting a successful breastfeeding experience. Specifically, qualified support from a Registered Dietitian Nutritionist (RDN) is recommended, yet graduate students in Nutrition and Dietetics do not receive adequate training regarding breastfeeding intervention. This study aimed to evaluate graduate Nutrition and Dietetic programs to determine the amount of …

Vitamin B12 Deficiency: Confidence, Perspectives, And Practices Among Registered Dietitian Nutritionists, Avery Miller Adams

Master's Theses

Vitamin B12 deficiency is common in the United States, occurring in 20% of adults aged 60 and above (Andres et al., 2004). Veterans are susceptible to B12 deficiency due to tobacco product usage, alcohol consumption, and poor diet quality. Megaloblastic anemia is the second most prevalent vitamin deficiency disorder recorded in military personnel from 1997 to 2015 (Knapik et al., 2021). This exploratory, analytic research aims to assess registered dietitian RDN nutritionists’ (RDN) knowledge, perceptions, and intentions regarding treating vitamin B12 deficiency in a clinical setting. Due to population prevalence differences, responses from VA and non-VA practicing registered dietitian-nutritionists (RDNs) …

Is There An Association Between Food Literacy And Diet Quality In Young Adult College Men?, Morgan Claire Mayeux

Master's Theses

Food literacy skills can improve dietary intake in young adults as it provides them with the tools they need to make healthier food-related decisions. The benefits of improving food literacy includes the reduction in the risk of prevalent, preventable dietrelated diseases such as obesity, T2DM, heart disease, and other chronic diseases that plague the Unites States today. Previous literature reports primarily on college female samples. Because a large proportion of the samples in the available studies are female, the current literature may not reflect young adult men’s food literacy and its comparison to their overall diet quality. The purpose of …

Placental Polycyclic Aromatic Hydrocarbon (Pah) Levels Are Associated With Spontaneous Preterm Birth, Gwendolynn Hummel, Sohini Banerjee, Vasanta Putluri, Inaara Malick, Grace Johnson, Abu Hena Mostafa Kamal, Chandra Shekar R Ambati, Nagireddy Putluri, Lori Showalter, Cynthia D Shope, Joseph Hagan, Kjersti M Aagaard, Bhagavatula Moorthy, Melissa A Suter

Faculty, Staff and Students Publications

While the cause of preterm birth (PTB) (i.e., delivery before 37 weeks of gestation) is likely multifactorial, ambient exposure to environmental chemicals has been postulated to play a role in its etiology. Our prior studies of exposure to polycyclic aromatic hydrocarbons (PAHs) in pregnancy have shown an increased level of placental PAH-induced bulky DNA adducts with increasing levels of PAH exposures. In this investigation, we hypothesized that higher levels of placental PAHs would be associated with an increased risk of PTB. Using gas chromatography and mass spectrometry (GC-MS/MS), we measured levels of benzo(a)pyrene (BaP), benzo(b)fluoranthene (BbF) and dibenz(a,h)anthracene (DBA) from …

Targeting Sting To Disrupt Macrophage-Mediated Adhesion In Encapsulating Peritoneal Sclerosis, Juan Sun, Yuxiang Sun, Dandan Guo, Huolin Ye, Qiang Huang, Hu Zhou, Canming Li, Mei Liao, Yujia You, Hongli Shang, Pan Zhou, Dongxuan Wu, Janusz Witowski, Zhaoyong Hu, Hui Peng

Faculty, Staff and Students Publications

Encapsulating peritoneal sclerosis (EPS) is a life-threatening fibrotic condition characterized by severe abdominal adhesions, chronic inflammation, and significant morbidity. The lack of effective treatments for EPS stems from a limited understanding of its underlying mechanisms. In this study, we developed a modified mouse model of PD-induced EPS and investigated the role of the STING signaling pathway in disease progression. Our findings reveal that STING activation in peritoneal mesothelial cells significantly increases the secretion of the macrophage chemokine CCL2, leading to enhanced macrophage infiltration and the formation of pathological adhesions. Notably, pharmacological inhibition of STING using the inhibitor H151 effectively reduced …

A Developmental Evaluation Of A Dental Hygiene Program And A Community Health Partnership, Laura Jacob

Higher Education: Doctoral Research Projects

Today, dental hygiene education commonly occurs in community college settings which are removed from dental schools thus dental hygiene students graduate with relatively little to no exposure to dentistry or directly with a clinically practicing dentist. With dental hygiene workforce shortages at an extremely high level, locally and nationally, it is imperative to matriculate students who are poised to be successful in the changing landscape of healthcare.

The purpose of this program evaluation was to investigate via the developmental program evaluation model, the perceived benefits of a potential collaboration between the Colorado Mountain College (CMC) dental hygiene program and a …

Using The R = Mc2 Heuristic To Assess Whole-Of-School Physical Activity Implementation In Elementary Schools: A Cross-Sectional Study, Derek W Craig, Kevin Lanza, Christopher D Pfledderer, Andjelka Pavlovic, Kempson Onadeko, Natalia I Heredia, Jizyah Injil, Laura F Defina, Timothy J Walker

Faculty, Staff and Student Publications

Background: Schools are recommended to use a whole-of-school (WOS) approach to promote physical activity opportunities before, during, and after school. Yet, the barriers and facilitators to implementing a WOS approach successfully are not well understood. The R = MC2 heuristic, which defines readiness for implementation as a combination of an organization's motivation and capacity to implement, can enhance our understanding of implementation in the school setting. This study examines associations between constructs from the R = MC2 heuristic and schools' implementation of a WOS approach.

Methods: We conducted a secondary analysis of cross-sectional data from U.S. elementary schools participating in …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Premenopausal And Postmenopausal Malignant Cervical Cancer Diagnosis Among Disaggregated Subethnic Groups Of Asian American Women In The United States, Nilofar Haider Mirza

Walden Dissertations and Doctoral Studies

Despite being the United States' fastest-growing and diverse population, Asian Americans are often aggregated with Native Hawaiian and Pacific Islanders in prior research, resulting in masking disparities in cervical cancer screening/diagnosis among Asian American subethnic groups. Guided by Bronfenbrenner's ecological model, the association between disaggregated subethnic groups and cervical cancer diagnosis among Asian American women aged 20+ in the United States was examined using binary logistic regression. How histology type/behavior and age at diagnosis moderate the relationship between disaggregated subethnic groups and cervical cancer diagnosis was also explored. A quantitative cross-sectional design was employed using cases (N=1014) from the U.S. …

The Impact Of Physician Precepting On Medical Education And Healthcare Delivery: A Qualitative Secondary Analysis, Hannah E. Gutjahr, Steven A. Fasko

SIU Journal of Medical Science Scholarly Works

This qualitative study investigates the impact of physician precepting on medical education and healthcare delivery, prompted by the need for consistency in precepting practices across various institutions and specialties. Physician preceptors, who bridge the gap between theoretical learning and practical application, play a critical role in shaping competent and compassionate healthcare professionals. However, inconsistencies in precepting quality and challenges such as time constraints, inadequate training, and balancing clinical duties with teaching responsibilities necessitate a comprehensive evaluation of precepting's effectiveness.

A systematic literature review was conducted to explore these issues, focusing on secondary data from peer-reviewed journals, case studies, and policy …

Understanding And Predicting Flossing Behavior In A Rural Appalachian Community Using The Multi-Theory Model, Rahib K. Islam, Manoj Sharma, Amanda H. Wilkerson, Bradford Layman, Clyde Dunn, Shamima A. Somi, Ratnesh Sharma, Karen Gruszynski, Syed S. Quadri, Vinayak K. Nahar, Robert E. Davis

School of Medicine Faculty Publications

Effective flossing is essential for preventing periodontal disease. However, in a rural Appalachian community, adherence to flossing routines remains low, contributing to significant oral health disparities. The purpose of this study was to conceptualize intention of initiation and sustenance of flossing behaviors using the multi-theory model (MTM) of health behavior change. A cross-sectional survey was administered to individuals recruited from a shopping mall in rural Appalachia. The MTM constructs were measured and data were analyzed using multiple linear regression models. Of the 228 participants, 55% did not floss daily. Behavioral confidence (β = 0.571, p < 0.001) was a significant predictor for the intention of initiation of flossing among non-daily flossers, while emotional transformation (β = 0.377, p = 0.836) significantly explained sustenance among non-daily flossers. For daily flossers, changes in the physical environment (β = 0.432, p = 0.003) significantly predicted the intention of initiation of flossing, whereas emotional transformation (β = 0.344, p = 0.008) and practice for change (β = 0.594, p < 0.001) significantly predicted sustenance of flossing behavior. The MTM appears to be a robust framework for understanding and predicting flossing behaviors in rural Appalachian populations. Interventions designed to enhance behavioral confidence, physical environment changes, emotional transformation, and practice for change could improve flossing adherence. Further research should explore these constructs to develop targeted public health strategies.