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Articles 91 - 120 of 976
Full-Text Articles in Community Health and Preventive Medicine
The Role Of Churches In Enhancing Cancer Screening Adherence: A Focus On Faith-Based Health Literacy Among African American Women, Miranda I. Goodson, Genevieve Murray
The Role Of Churches In Enhancing Cancer Screening Adherence: A Focus On Faith-Based Health Literacy Among African American Women, Miranda I. Goodson, Genevieve Murray
Medical Student Research Symposium
Background: It is estimated that cancer is the second leading cause of death for African American women in the United States. One study revealed that Black women have a 1 in 3 chance of developing cancer with a 1 in 6 chance of mortality. Research has shown a lower breast cancer screening adherence among women in cultural minorities and faith-based communities. The importance of spirituality and religion as an influential factor on Black community members’ beliefs about health and medicine must be considered as churches are pillars of social support within Black American communities.
Methods: A search for studies about …
Association Between Use Of Services To Address Adverse Social Determinants Of Health And Documented Suicide Attempt Among Patients In The Veterans Health Administration, John R. Blosnich, Aerin Derussy, Joshua S. Richman, Melissa E. Dichter, Gala True, Ann Elizabeth Montgomery
Association Between Use Of Services To Address Adverse Social Determinants Of Health And Documented Suicide Attempt Among Patients In The Veterans Health Administration, John R. Blosnich, Aerin Derussy, Joshua S. Richman, Melissa E. Dichter, Gala True, Ann Elizabeth Montgomery
School of Medicine Faculty Publications
Suicide prevention is a top priority for the US Department of Veterans Affairs (VA), and suicide is often associated with adverse social factors (e.g., financial, legal, and housing problems). The VA provides social services integrated with healthcare services, which may increase the opportunities to detect and document suicide attempt in EHR records. Using VA administrative data, we examined three cohorts of all patients from 2014 to 2018 who had housing instability (n = 659,987), justice involvement (n = 200,487), and unemployment (n = 346,556). Administrative records were used to determine ordinal indicators of receipt of VA social services (no services, …
"Health Gatekeepers": The Influence Of Women On Health Practices In Rural, Central Appalachia, Reese Lycan
"Health Gatekeepers": The Influence Of Women On Health Practices In Rural, Central Appalachia, Reese Lycan
Senior Theses
Women have historically assumed leadership roles in familial and community health promotion, intervention, and facilitation. While the role of women in family health is globally understood and the historical importance of female leadership has been documented, there remains a gap in knowledge regarding the role of women as “health gatekeepers”. Furthermore, when considering the Appalachian region, there are limited studies regarding women’s place in leadership as far as health is concerned. Therefore, this study employs a hermeneutic phenomenological framework to explore the lived experiences of women in relation to their family and community’s health in rural, Central Appalachia- a region …
Hbv Transmission Knowledge Among Korean-American Chronic Hepatitis B Patients In The United States, Giyoung Lee, Hee-Soon Juon, Eunji Kim, Katherine C Smith, Hie-Won Hann, Mimi Chang, Ann C. Klassen
Hbv Transmission Knowledge Among Korean-American Chronic Hepatitis B Patients In The United States, Giyoung Lee, Hee-Soon Juon, Eunji Kim, Katherine C Smith, Hie-Won Hann, Mimi Chang, Ann C. Klassen
Division of Gastroenterology and Hepatology Faculty Papers
Chronic hepatitis B (CHB) is a condition that disproportionately affects Asian Americans in the United States. Knowledge of transmission is crucial for CHB patients to practice prevention methods to limit the spread of the hepatitis B virus (HBV), but also live their lives free from unwarranted fears or restrictions. Among Asian CHB patients, several misperceptions about HBV transmission have been identified. This analysis aims to assess the current state of HBV knowledge among a cohort of Korean-American CHB patients. This mixed-methods study includes 363 respondents who completed a survey in either Korean (N = 298) or English (N = 65) …
Estimation Of Therapeutic Threshold For Tuberculosis Using Adapted Nominal Group Technique And Clinical Vignettes In Clinical And Community Settings In Southern Africa, Alfred Kipyegon Keter, Alastair Van Heerden, Tom Decroo, Tom Boyles, Shannon Bosman, Thandanani Madonsela, Lindani Innocent Msimango, Lenika Naiken, Carlos Kiyan, Mashaete Kamele
Estimation Of Therapeutic Threshold For Tuberculosis Using Adapted Nominal Group Technique And Clinical Vignettes In Clinical And Community Settings In Southern Africa, Alfred Kipyegon Keter, Alastair Van Heerden, Tom Decroo, Tom Boyles, Shannon Bosman, Thandanani Madonsela, Lindani Innocent Msimango, Lenika Naiken, Carlos Kiyan, Mashaete Kamele
Population Health, East Africa
Background: When confronted with diagnostic uncertainty and a decision on whether to start treatment or not, clinicians consider the potential harm and benefit of offering versus withholding treatment. Treatment can be offered if the probability of tuberculosis (TB) in the patient is above the “therapeutic threshold” (ThT): the probability of disease at which the expected utility of treating and not treating is the same. We estimated ThT for TB in clinical and community settings in Southern Africa using two methods: an adapted nominal group technique (aNGT), and decisions made based on clinical vignettes (CVs).
Methods: We enrolled health …
Dengue Cases In Hanoi, Vietnam: Unseasonal Surge Foreshadows Increased Incidence That Demands Organized Preventive Action, Andrew W. Taylor-Robinson
Dengue Cases In Hanoi, Vietnam: Unseasonal Surge Foreshadows Increased Incidence That Demands Organized Preventive Action, Andrew W. Taylor-Robinson
Chulalongkorn Medical Journal
Letter to the Editor - Abstract not required.
Patterns And Outcomes In Urotrauma: An Analysis Of Fatality Trends And Contributing Factors, Neharika Penmetcha, Aun Bangash, Kelsey Baker
Patterns And Outcomes In Urotrauma: An Analysis Of Fatality Trends And Contributing Factors, Neharika Penmetcha, Aun Bangash, Kelsey Baker
Research Symposium
Background: Urotrauma, involving injuries to the kidneys, ureters, and bladder, represents a critical subset of trauma cases, significantly impacting patient morbidity and mortality. Renal and urogenital injuries account for 10–20% of abdominal trauma in adults and children. Understanding urotrauma's epidemiology is vital for improving care protocols and resource allocation. Despite its impact, data on injury mechanisms, intent, and care modalities specific to urotrauma remain limited. This study investigates patterns in injury mechanisms, intent, transport modalities, and facility transfer status to identify factors influencing patient outcomes and inform trauma care improvements.
Methods: A retrospective review analyzed 3,492 trauma cases, filtered for …
Investigating The Impact Of Tirzepatide Treatment On Alcohol And Cigarette Consumption, Yvannia Gray, Benjamin Latey, Hayden Mcaffee, Karissa Mccown, Seth Maki, Victoria Nguyen, Andrew Payne
Investigating The Impact Of Tirzepatide Treatment On Alcohol And Cigarette Consumption, Yvannia Gray, Benjamin Latey, Hayden Mcaffee, Karissa Mccown, Seth Maki, Victoria Nguyen, Andrew Payne
Annual Research Symposium
No abstract provided.
Characteristics And Outcomes Of Adults Hospitalized With Respiratory Syncytial Virus, Brian S. Shaw, Cara Slaton, Ian P. Murphy, Michael Mcalister, Daniel Egan, Kwabena Ayesu
Characteristics And Outcomes Of Adults Hospitalized With Respiratory Syncytial Virus, Brian S. Shaw, Cara Slaton, Ian P. Murphy, Michael Mcalister, Daniel Egan, Kwabena Ayesu
The University of Louisville Journal of Respiratory Infections
Background: Respiratory syncytial virus (RSV) is a negative sense single-stranded RNA virus (ssRNA) that primarily causes respiratory infections in both children and older adults. We examined clinical characteristics and outcomes of hospitalized adult patients who tested positive for RSV.
Methods: This was a multicenter, retrospective, descriptive study that examined adult patients admitted with a positive RSV test over two years across eight hospitals in Orlando, Florida.
Results: A total of 120 patients were included, of which 88 (73%) were 60 years old and older. Overall, patients with RSV infection were caucasian (62%) with a median age of 70 years and …
Lifestyle Attitudes And Habits In A Case Series Of Patients With Cancer And Metabolic Syndrome, Kimberly Siu, Isabel Martinez Leal, Natalia I Heredia, Jessica T Foreman, Jessica P Hwang
Lifestyle Attitudes And Habits In A Case Series Of Patients With Cancer And Metabolic Syndrome, Kimberly Siu, Isabel Martinez Leal, Natalia I Heredia, Jessica T Foreman, Jessica P Hwang
Faculty, Staff and Student Publications
Metabolic syndrome (MetS) is associated with increased cancer risk and poor cancer prognosis. The current study applied a mixed methods approach to better understand attitudes about making lifestyle changes and current dietary and physical activity behaviors among cancer patients with MetS at a cancer center and to explore the suitability of brief lifestyle questionnaires to help providers understand their patients' lifestyle attitudes and habits. Qualitative interviews were used to obtain patients' perspectives about lifestyle changes, and 3 quantitative questionnaires-the Readiness Ruler, Rate Your Plate, and the International Physical Activity Questionnaire-Short Form (IPAQ-SF)-were used to measure patients' readiness for lifestyle change, …
Establishing A Student-Run Mobile Clinic In Appalachian Kentucky: A Community-Based Pilot Program To Address Health Inequities, Bradley A. Firchow, John C. Cornelius
Establishing A Student-Run Mobile Clinic In Appalachian Kentucky: A Community-Based Pilot Program To Address Health Inequities, Bradley A. Firchow, John C. Cornelius
Journal of Appalachian Health
The establishment of a student-run mobile clinic in Morehead, Kentucky, led by students from the University of Kentucky College of Medicine’s (UKCOM) Rural Physician Leadership Program (RPLP), aims to address health inequities in rural Appalachian communities. This pilot program is designed to serve vulnerable populations, including the unhoused, by delivering free, accessible healthcare services directly to underserved populations. This program serves as a model for expanding access to healthcare in rural regions while promoting a collaborative, community-based approach to addressing social determinants of health.
Current Attitudes And Barriers Among Appalachian Patients Towards Orthopaedic Surgery, Dylan Smith Md, Justin B. West Ms, Wade Smith Md, Micah Macaskill Md, Jonathan Lash, Matthew W. Bullock Do, Mpt
Current Attitudes And Barriers Among Appalachian Patients Towards Orthopaedic Surgery, Dylan Smith Md, Justin B. West Ms, Wade Smith Md, Micah Macaskill Md, Jonathan Lash, Matthew W. Bullock Do, Mpt
Journal of Appalachian Health
Introduction: This study explores the challenges faced by residents of rural West Virginia in accessing orthopaedic care due to geographic and socioeconomic barriers.
Purpose: This study seeks to survey rural West Virginia residents about their attitudes and experiences regarding access to orthopaedic care in southern West Virginia.
Methods: A total of 132 electronic surveys were collected from rural West Virginia residents during an appointment with their primary care provider located at an affiliated outreach clinic. The survey was designed to investigate various factors influencing their access to orthopaedic care.
Results: Delays in seeking orthpaedic care are common in rural West …
Virginia Academy Of Sleep Medicine Position Statement On School Start Times In Virginia, Sean Hesselbacher, Mariana Szklo-Coxe, Sachin Relia, Jonathan Gellman, Nicole Mcintyre
Virginia Academy Of Sleep Medicine Position Statement On School Start Times In Virginia, Sean Hesselbacher, Mariana Szklo-Coxe, Sachin Relia, Jonathan Gellman, Nicole Mcintyre
Eastern Virginia Medical Journal
The VASM endorses the 2017 AASM position statement that middle and high schools should begin no earlier than 8:30 a.m. The existing and updated scientific literature repeatedly identifies the detrimental impact of early high school start times, and the benefits of delaying start times, on the safety and well-being of students in Virginia. The adverse effects of early school start times on Virginia’s students have been demonstrated, with regards to academic performance, mental health, and driving risks. Data published since the AASM position paper highlight these dangers further. Importantly, recent studies also demonstrate some of the benefits that can come …
Neurosurgical Praxis Guidelines During The Covid-19 Outbreak. Consensus-Based On Currently Available Literature., José Antonio Soriano Sánchez, Bárbara Nettel Rueda, José Alberto Israel Romero Rangel, Armando Alpizar Aguirre, Miguel Ángel Andrade-Ramos, Ulises García Dr., Diego Mendez Rosito, Jorge A. Santos, Sara Patricia Pérez Reyes, Julian Eduardo Soto Abraham, Jose E. Valerio Pascua, Marco Antonio Barajas Romero, Eduardo Díaz Juárez, Alma Griselda Ramírez Reyes, Maria Elena Gonzalez, Claudia Katiutska González Valdez, Félix Domínguez Cortinas, Noé Santiago Ramírez, Tenoch Herrada Pineda, Manuel Eduardo Soto García, Edgar Nathal Vera, Gustavo Melo Guzmán
Neurosurgical Praxis Guidelines During The Covid-19 Outbreak. Consensus-Based On Currently Available Literature., José Antonio Soriano Sánchez, Bárbara Nettel Rueda, José Alberto Israel Romero Rangel, Armando Alpizar Aguirre, Miguel Ángel Andrade-Ramos, Ulises García Dr., Diego Mendez Rosito, Jorge A. Santos, Sara Patricia Pérez Reyes, Julian Eduardo Soto Abraham, Jose E. Valerio Pascua, Marco Antonio Barajas Romero, Eduardo Díaz Juárez, Alma Griselda Ramírez Reyes, Maria Elena Gonzalez, Claudia Katiutska González Valdez, Félix Domínguez Cortinas, Noé Santiago Ramírez, Tenoch Herrada Pineda, Manuel Eduardo Soto García, Edgar Nathal Vera, Gustavo Melo Guzmán
Archives of Neurosurgery
INTRODUCTION: The World Health Organization recommended several strategies to contain the COVID-19 pandemic, including optimization of care for all patients, especially the seriously ill. Given the strain, the pandemic has posed on healthcare systems around the world, many neurosurgical associations have provided triage recommendations for patients to save resources for the pandemic. We aimed to provide practical recommendations based on specific illnesses requiring surgical procedures commonly performed by neurosurgeons on a life-threatening basis of patient illness. We consider this guideline will help neurosurgeons for the appropriate triage of patients on a daily-situation basis during this pandemic.
METHODS: The Mexican Society …
Navigating The Way To Colonoscopy Completion: A Quality Improvement Study, Jessica Duncan
Navigating The Way To Colonoscopy Completion: A Quality Improvement Study, Jessica Duncan
Doctor of Nursing Practice Scholarly Projects
Abstract
Background: Colonoscopies are a highly effective method of colorectal cancer screening, yet their value is hindered by frequent last-minute cancellations and patient no-shows. The absence of a consistent, evidence-based pre-procedural education tool to address patient-level barriers remains a critical gap in healthcare delivery.
Local Problem: At a hospital-based medical practice in Kane County, Illinois, 7% of colonoscopy cancellations occur last minute, primarily due to preventable factors.
Methods: This quality improvement project compared last-minute cancellation and no-show rates between a control group receiving standard care and an intervention group provided with enhanced education and regularly scheduled follow-up contact through patient …
Improving Knowledge And Confidence Of Family Nurse Practitioners In Offering The Hpv Vaccine, Leni Terano Fisher
Improving Knowledge And Confidence Of Family Nurse Practitioners In Offering The Hpv Vaccine, Leni Terano Fisher
Doctor of Nursing Practice (DNP) Scholarly Projects - Archive
Abstract
Introduction
Despite the recommendations of the United States Advisory Committee on Immunization Practices, HPV immunization lags behind other routine vaccines by up to 31%. Although there are many reasons for the low vaccine rate, provider hesitancy and lack of confidence significantly contribute to suboptimal HPV vaccine uptake.
Objectives
This project aimed to utilize evidence-driven interventions to increase family nurse practitioners' (FNPs) knowledge and confidence in offering the HPV vaccine.
Methods
Participants were given pre- and post-questionnaire surveys. The Wilcoxon Rank Test was used to compare, quantify, and measure the results of the eight-week data collection.
Results
The subjects were …
Would Exercise, Household Income, Nutritional Education, Or Transportation Play A Pivotal Role In Decreasing Prevalence Of Obesity In Hidalgo County, Chijoke Anyaehie
Would Exercise, Household Income, Nutritional Education, Or Transportation Play A Pivotal Role In Decreasing Prevalence Of Obesity In Hidalgo County, Chijoke Anyaehie
Gulf Coast Division GME Research Day 2025
No abstract provided.
Strategies To Enhance Involvement In Research And The Use Of Hiv Prevention Services In Black Men Who Have Sex With Men (Bmsm): The Voices Of Bmsm, Chijoke Anyaehie, Brittany L. Gardner, Paris Green, John Bonelli, Hong Van Tieu, Melonie Walcott
Strategies To Enhance Involvement In Research And The Use Of Hiv Prevention Services In Black Men Who Have Sex With Men (Bmsm): The Voices Of Bmsm, Chijoke Anyaehie, Brittany L. Gardner, Paris Green, John Bonelli, Hong Van Tieu, Melonie Walcott
Gulf Coast Division GME Research Day 2025
No abstract provided.
Resilience And Reality: Exploring The Lived Experiences Of People Living With Hiv In Texas During The Covid-19 Pandemic – A Qualitative Study., Ahmed F. Alanazi
Resilience And Reality: Exploring The Lived Experiences Of People Living With Hiv In Texas During The Covid-19 Pandemic – A Qualitative Study., Ahmed F. Alanazi
Social Work Dissertations - Archive
This study investigated the lived experiences of individuals living with HIV (PLWH) in the Dallas-Fort Worth (DFW) area of Texas during the COVID-19 pandemic, using an Interpretative Phenomenological Analysis (IPA) framework. The research examined the intersection of health, social dynamics, and psychological resilience among PLWH, who faced compounded vulnerabilities due to systemic inequities and the dual public health crises of HIV and COVID-19. Through semi-structured interviews with ten participants from diverse backgrounds, the study captured the profound impacts of disrupted healthcare systems, heightened stigma, and social isolation on this marginalized population. The findings reveal that the pandemic exacerbated existing inequities …
Prepared To Protect: Improving Cardiac Emergency Response Through Education And Action Planning In Youth Club Sports, Melissa Garcia
Prepared To Protect: Improving Cardiac Emergency Response Through Education And Action Planning In Youth Club Sports, Melissa Garcia
Nursing | Senior Theses
Sudden cardiac arrest (SCA) is the leading cause of death in youth sports, illuminating the essential demand for adequate emergency response, including cardiopulmonary resuscitation (CPR), automated external defibrillator (AED) usage, and comprehensive emergency action plans (EAPs). Research shows that despite the importance of prompt intervention, the majority of youth club sports programs outside of the school setting lack the training and resources needed to respond effectively to SCA incidents. This study will evaluate the effectiveness of an educational seminar that includes CPR/AED training and EAP simulation exercises in improving participants’ knowledge, skills, and confidence in managing cardiac emergencies. A quasi-experimental …
Understanding The Impact Of The Care Connect Washington Program, Hannah Cohen-Cline, Dan Fish, Taylor Doren, Abby Bush
Understanding The Impact Of The Care Connect Washington Program, Hannah Cohen-Cline, Dan Fish, Taylor Doren, Abby Bush
Articles, Abstracts, and Reports
No abstract provided.
Oregon Doula Workforce Analysis, Aisha K Gilmore, Apoorva Somayazulu, Lindsay Dickey, Rosemelty Jimenez Medal
Oregon Doula Workforce Analysis, Aisha K Gilmore, Apoorva Somayazulu, Lindsay Dickey, Rosemelty Jimenez Medal
Articles, Abstracts, and Reports
No abstract provided.
Effectiveness Of Video-Observed Therapy In The Management Of Tuberculosis: A Multi-Centre Randomised Control Trial In Terengganu, Malaysia, Kartik Kaliyana Sundaram
Effectiveness Of Video-Observed Therapy In The Management Of Tuberculosis: A Multi-Centre Randomised Control Trial In Terengganu, Malaysia, Kartik Kaliyana Sundaram
Student Works (2020-2029)
Introduction: Tuberculosis (TB) remains the leading public health threat. In 2023, an estimated 10.8 million people developed the disease and 1.25 million died, making TB the world’s leading killer from a single treatable infection. In Malaysia, the notification rate of TB is 80.2 per 100,000 population and a rise of 5.5% from the previous year. Since its introduction in the early 1990s, Direct Observed Treatment, Short-course (DOTS) has been the standard of approach for TB treatment. While effective, DOTS is often logistically challenging for both patients and service providers. Daily clinic visits place significant time, travel, and staffing demands on …
Summary Of: Ai Diabetic Retinopathy Screening In A Primary Care Setting In Rural Maine, Rachel Heuer Md, Emma Daybranch Mph, Anastasia Tsomides Do, Jessica F. Dibiase Mph, Neil Korsen Md, Brian Nolan Md
Summary Of: Ai Diabetic Retinopathy Screening In A Primary Care Setting In Rural Maine, Rachel Heuer Md, Emma Daybranch Mph, Anastasia Tsomides Do, Jessica F. Dibiase Mph, Neil Korsen Md, Brian Nolan Md
Northern New England Clinical & Translational Research
Diabetic retinopathy (DR) is the leading cause of blindness globally. Early diagnosis and treatment reduce the risk of vision loss by 98%.
Study found @ "AI Diabetic Retinopathy Screening in a Primary Care Setting in Rural M" by Rachel Heuer, Emma DayBranch et al.
Investigating The Impact Of Phthalate Exposures From Personal Care Products On Uterine Fibroid Incidence And Prevalence In Us-Born Black Women, Ella Brissett
CMC Senior Theses
Uterine fibroids are benign tumors composed of smooth muscle cells and connective tissue that develop within or on the walls of the uterus. Despite being non-cancerous, they can severely affect quality of life by causing heavy bleeding, chronic pain, and reproductive complications. Fibroids are typically found in women of reproductive age, but they disproportionately affect Black women, who experience higher incidence and severity. The underlying causes of this disparity is poorly understood; however, an emerging body of research is highlighting the role of phthalates, endocrine-disrupting chemicals found in many personal care products, in exacerbating fibroid development. Through a critical analysis …
Bundled Approach To Improve Colorectal Cancer In Primary Care, Elizabeth Reddiar
Bundled Approach To Improve Colorectal Cancer In Primary Care, Elizabeth Reddiar
Doctor of Nursing Practice (DNP) Scholarly Projects - Archive
Abstract
Background: Colorectal cancer (CRC) remains the second leading cause of cancer-related deaths in the United States, despite being preventable through timely screening. National guidelines recommend regular screening for adults aged 45 to 75; (American cancer Society (ACS), 2025) however, screening rates remain suboptimal, particularly in primary care settings serving diverse and high-volume populations. Local Problem: At the project site, a community-oriented primary care clinic in North Texas, baseline data revealed CRC screening completion rates were below benchmarks set by the organization. Barriers included limited patient awareness, inconsistent provider reminders, and workflow challenges in distributing and tracking fecal immunochemical test …
Influence Of Perceived Health Provider Communication, Diabetes Duration And Age At Diagnosis With Confidence In Diabetes Self-Care, Courtney L. Ortz, Meredith S. Duncan, Oluwatosin Leshi, William B. Burrows, Brittany L. Smalls
Influence Of Perceived Health Provider Communication, Diabetes Duration And Age At Diagnosis With Confidence In Diabetes Self-Care, Courtney L. Ortz, Meredith S. Duncan, Oluwatosin Leshi, William B. Burrows, Brittany L. Smalls
Family and Community Medicine Faculty Publications
Introduction: Several factors influence individuals’ confidence to perform diabetes-related self-care activities, including perceived patient-provider communication, diabetes duration and age at diagnosis. It has been well-documented that patient-provider communication is essential when managing chronic diseases such as diabetes; however, the impact of this communication with diabetes duration and age at diabetes diagnosis on confidence in performing self-care behaviors is obscure.
Research design and methods: We utilized data from the 2021 Household Component of the Medical Expenditure Survey among participants 18 years or older who had completed the Diabetes Care Survey. Ordinal logistic regression models were utilized to assess the association between …
Structural And Interpersonal Determinants Of Covid-19 Vaccine Uptake In Vulnerable Populations Of The United States, Alyea Wood
Capstone Showcase
Since its introduction in late 2020, the uptake of the COVID-19 vaccine has had the lowest rates in marginalized populations like minorities, elderly, and those of low socioeconomic status. Decreased rates of vaccination uptake in these groups has resulted in increased burden of disease and subsequently higher rates of hospitalization and death. Many inequities in poor COVID-19 health outcomes can be explained by examining common predictive factors that determine vaccination rates in these United States populations. This special article research aims to explore these various predictive factors with the goal to provide targeted strategies to boost COVID-19 vaccination rates, especially …
Beyond The First Trimester: Social Determinants Of Delayed Prenatal Care At A Community Health Center Using The Prapare Tool, Abbie Page, Rebecca Ford Mccann, Sarah Maness, Maya Merriweather, Page D. Dobbs
Beyond The First Trimester: Social Determinants Of Delayed Prenatal Care At A Community Health Center Using The Prapare Tool, Abbie Page, Rebecca Ford Mccann, Sarah Maness, Maya Merriweather, Page D. Dobbs
Health, Human Performance and Recreation Faculty Publications and Presentations
Social determinants of health have been used to explore associations with pregnancy outcomes and the birth weight of infants; however, research employing individually based social risk measures has not examined associations among underserved populations, including pregnant persons at community health centers. Data were collected from a sample (n = 345) of pregnant persons who sought care at a community health center between January 2019 and December 2020. Social risks of pregnant patients were measured using the PRAPARE tool. First, associations between patients’ social risks and trimester in which they initiated care were assessed using ANOVAs, grouping social risk by …
Comparison Of Dynamic Mode Decomposition With Other Data-Driven Models For Lung Cancer Incidence Rate Prediction, L. Raymond Guo, Jifu Tan, M. Courtney Hughes
Comparison Of Dynamic Mode Decomposition With Other Data-Driven Models For Lung Cancer Incidence Rate Prediction, L. Raymond Guo, Jifu Tan, M. Courtney Hughes
Faculty Articles, Papers, and Other Scholarship
Introduction: Public health data analysis is critical to understanding disease trends. Existing analysis methods struggle with the complexity of public health data, which includes both location and time factors. Machine learning offers powerful tools but can be computationally expensive and require specialized knowledge. Dynamic mode decomposition (DMD) is an alternative that offers efficient analysis with fewer resources. This study explores applying DMD in public health using lung cancer data and compares it with other machine learning models.
Methods: We analyzed lung cancer incidence data (2000–2021) from 1,013 US counties. Machine learning models (random forest, gradient boosting machine, support vector machine) …