Predicting Adolescent Intervention Non-Responsiveness For Precision Hiv Prevention Using Machine Learning,
2023
University of South Carolina
Predicting Adolescent Intervention Non-Responsiveness For Precision Hiv Prevention Using Machine Learning, Bo Wang, Feifan Liu, Lynette Deveaux, Arlene Ash, Ben Gerber, Jeroan Allison, Carly Herbert, Maxwell Poitier, Karen Macdonell, Xiaoming Li Ph.D., Bonita Stanton
Faculty Publications
Interventions to teach protective behaviors may be differentially effective within an adolescent population. Identifying the characteristics of youth who are less likely to respond to an intervention can guide program modifications to improve its effectiveness. Using comprehensive longitudinal data on adolescent risk behaviors, perceptions, sensation-seeking, peer and family influence, and neighborhood risk factors from 2564 grade 10–12 students in The Bahamas, this study employs machine learning approaches (support vector machines, logistic regression, decision tree, and random forest) to identify important predictors of non-responsiveness for precision prevention. We used 80% of the data to train the models and the rest for …
Cardiovascular Disease In Central Appalachia, An Exploratory Study Of Behavioral, Community, And Patient-Centered Care Influences,
2023
East Tennessee State University
Cardiovascular Disease In Central Appalachia, An Exploratory Study Of Behavioral, Community, And Patient-Centered Care Influences, Kristy Gagnon
Electronic Theses and Dissertations
The Central Appalachian region of the United States disproportionately experiences higher rates of cardiovascular diseases (CVD) and associated risk factors. Primary risk factors for CVD include hypertension, hypercholesterolemia, and tobacco use, all of which have the potential to be mitigated through lifestyle behavior changes. Dietary and physical activity practices are the two main driving forces for the development of hypertension and hypercholesterolemia, while tobacco use is a behavioral choice on its own. Subsequentially, shifting lifestyle choices to emphasize healthier living has the potential to reduce CVDs within the Central Appalachian region. Considering behavioral choices are not made in isolation and …
Examining The Marketing Strategies Of Campus Mental Health On A Minority Student Population,
2023
California State University, San Bernardino
Examining The Marketing Strategies Of Campus Mental Health On A Minority Student Population, Rochelle Bernarte
Electronic Theses, Projects, and Dissertations
Background: Public health, particularly mental health services aimed at making a positive impact can be difficult to market to populations. Promoting mental health services to a target demographic of predominantly minority students at a university comes with its own set of unique variables making the task especially tough. This can be concerning as studies have shown that minority students experience greater amounts of stress than their White counterparts but are less likely to seek mental health services (DeFreitas et al., 2018; Duffy, 2019; Lipson, et al., 2022). The purpose of this study was to gauge the Attitudes and Practices …
Assessing Knowledge, Attitude, And Practice Among College Students Regarding Second-Hand And Third-Hand Smoke,
2023
California State University - San Bernardino
Assessing Knowledge, Attitude, And Practice Among College Students Regarding Second-Hand And Third-Hand Smoke, Laura Y. Rebolledo
Electronic Theses, Projects, and Dissertations
Background: The tobacco epidemic has been a constant since the popularization of tobacco products. However, with the introduction of non-combustible products that include e-cigarettes and vapes, the usage of tobacco products has continued to increase. Tobacco exposure can stem from first-hand (FHS), second-hand (SHS), and third-hand smoke (THS), with the last two impacting even non-smokers. The health effects from all types of tobacco exposure can be detrimental. These effects include the risk of cancer in any organ of the body, cardiovascular disease, and respiratory diseases.
Methods: The study utilized a cross-sectional design through an anonymous web-based survey given …
Key Determinants Of Using Telehealth Technologies Among Underserved Populations From The Perspective Of Patients And Providers,
2023
East Tennessee State University
Key Determinants Of Using Telehealth Technologies Among Underserved Populations From The Perspective Of Patients And Providers, Johanna Cimilluca
Electronic Theses and Dissertations
Background: The utilization of telehealth has had a substantial impact on transforming and enhancing the methods by which healthcare is presently delivered. The potential benefits of telehealth in improving the health of vulnerable populations and underserved communities are substantial. The aims of this study were to examine the association between social determinants of health and patient perceptions of their experiences with telehealth. We will analyze how perceptions differ across specialization, race, gender, and other key determinants; examine how patient’s self-rated physical health and mental health influences perceptions and attitudes about telehealth utilization; and evaluate differences in perceptions and attitudes, …
Our Story, Our Song: Assessing And Addressing Black Women's Healthcare Experiences.,
2023
University of Louisville
Our Story, Our Song: Assessing And Addressing Black Women's Healthcare Experiences., Jason Deakings
Electronic Theses and Dissertations
Despite advancements in medicine and health sciences, health disparities and declining life expectancy persists among Black women in the United States. Researchers and non-traditional healthcare providers suggest alternative healing (e.g., music and Sister Circles) and research methodologies to achieve a culturally conscious, traumainformed, quality, and holistic care and practice. The intersecting identities and cultural responsibility of Black women highly influences the barriers and facilitators on the uptake of healthcare services. Utilizing a community engaged research approach, this qualitative study assessed the healthcare experiences, as well as the role of music in the lived and retold experiences of Black women navigating …
Identifying Predictors Of Eventual Rural Practice Among Female Osteopathic Medical Students,
2023
University of Arkansas, Fayetteville
Identifying Predictors Of Eventual Rural Practice Among Female Osteopathic Medical Students, Dana Kahl
Graduate Theses and Dissertations
The United States is facing a growing physician shortage that threatens the ability of our healthcare system to provide needed services. This shortage will be more acutely felt in rural and underserved areas. Osteopathic medical education, with its priority of primary care specialties, plays a significant role in meeting the healthcare needs of rural communities in America. The fastest-growing demographic of osteopathic physicians is women under the age of 45 (American Osteopathic Association, 2021). Additionally, for the first time in history, women outnumber men in medical schools, accounting for 51% of current medical students (Boyle, 2019). Who is admitted to …
Social Reproduction And Covid-19,
2023
Dartmouth College
Social Reproduction And Covid-19, Caroline I. Donovan
Dartmouth College Master’s Theses
As Covid-19 rips across the world we are collectively asked to examine the structures of society to see what is working and what we can change. What can we learn from the roughly 6.9 million deaths (and counting) worldwide? How can we prevent something like this from happening again? This paper follows the course of Covid-19 from its birth in Wuhan, China, to the present day of mid-April 2023. By looking at the ways in which we have reacted to the pandemic, we are able to look forward and imagine new ways of tackling future pandemics and other pressing problems …
Exploring Sexual And Reproductive Health Care In Central Appalachia Through The Experiences Of Transgender And Gender Non-Binary People,
2023
East Tennessee State University
Exploring Sexual And Reproductive Health Care In Central Appalachia Through The Experiences Of Transgender And Gender Non-Binary People, Chase Harless
Electronic Theses and Dissertations
Background: Transgender or nonbinary (TNB) individuals in the United States experience higher rates of sexual and reproductive health disparities when compared to their cisgender counterparts, along with lower access to care. TNB people in the south experience higher rates of disparities. Societal, interpersonal, and individual barriers contribute to these disparities in the TNB population. However, there is a paucity of research examining the sexual and reproductive health experiences of TNB people living in Central Appalachia.
Methods: An interpretive phenomenological analysis (IPA) research design was used to collect and analyze semi-structured interviews with TNB individuals living in central Appalachia regarding their …
Planning A Multiple Myeloma Needs Assessment For Omaha Nebraska,
2023
University of Nebraska Medical Center
Planning A Multiple Myeloma Needs Assessment For Omaha Nebraska, Judith Ngozi Obodougo
Capstone Experience: Master of Public Health
Literature Review
Worldwide, approximately 176,404 people had Multiple Myeloma in 2020, which caused about 117,077 deaths in the same period. Multiple Myeloma is a rare type of blood cancer currently considered a curable malignancy.
Objectives
This public health capstone aims to create a plan for a community needs assessment for multiple Myeloma in Omaha, Nebraska.
Methods
This capstone project modified the Centers for Disease Control and Prevention (CDC) community needs assessment guidelines to create a Multiple Myeloma needs assessment plan for Omaha, Nebraska.
Results
All seven steps outlined in the CDC community needs assessment planning steps were relevant. Omaha, Nebraska, …
Tobacco Smoking Among Saudi College Students: Validation Of An Arabic Health Belief Model Instrument,
2023
Old Dominion University
Tobacco Smoking Among Saudi College Students: Validation Of An Arabic Health Belief Model Instrument, Saad Abdullah S. Alotaibi
Health Services Research Dissertations
This dissertation intended to learn more about Saudi college students' behavior in relation to the use of tobacco smoking. Multiple interrelated projects have been carried out in order to achieve this ambitious goal. The goal of the first study was to evaluate the scope of the existing smoking issue as indicated by research, by systematically estimating the prevalence of tobacco use among higher education students in Saudi Arabia. The second study aimed to systematically analyze and integrate the existing information on the determinants of smoking among Saudi college students. The last project aimed to develop a psychometric instrument to evaluate …
Exploring Information And Support Needs Through Tiktok For People With Polycystic Ovary Syndrome,
2023
Boise State University
Exploring Information And Support Needs Through Tiktok For People With Polycystic Ovary Syndrome, Matea Bibaburu
Boise State University Theses and Dissertations
Background: Polycystic ovary syndrome (PCOS) is the leading hormonal/endocrine disorder among women of reproductive age with an estimated 116 million women affected worldwide. This heterogeneous disorder might stop or dysregulate menstruation, cause acne and unwanted facial hair, and increase the risk of diabetes and high blood pressure, all of which could impact daily life. Given the Transactional Model of Stress and Coping, we understand PCOS diagnosis and treatment may cause uncertainty in people’s lives. People may cope with uncertainty through information seeking and social support.
Purpose: The purpose of this study was to understand the information and support shared and …
The Impact Of Nutrition On The Mental And Physical Health Of Young Adults,
2023
Bowling Green State University
The Impact Of Nutrition On The Mental And Physical Health Of Young Adults, Dareena El-Far
WRIT: Journal of First-Year Writing
Upon close examination by nutritional professionals, concern has arisen regarding the typical contents of a young adult diet. In terms of the rate at which young adults choose to consume nutritionally-dense food items, the rate at which nutrition-deficient junk food items are chosen over the former is significantly higher. Among further examinations of this issue by researchers, it has become evident that the nutritional decisions made by young adults are increasingly associated with several social, commercial, mental, educational, and economic influences. As a consequence of these factors, research has uncovered a connection between the consumption of a poor diet and …
Communicating Health: Misinformation And Mistrust In The Age Of Coronavirus,
2023
Bellarmine University
Communicating Health: Misinformation And Mistrust In The Age Of Coronavirus, Chris Anstead
Undergraduate Theses
With one of the most advanced medical systems in the world, the Untied States still experienced an exceedingly high COVID-19 death rate per capita. Because biomedical therapies for COVID-19 were available, the focus of this review is on the social aspects of the COVID-19 response. By observing how Americans reacted to vaccination, masking, and social distancing guidelines, as well as how those guidelines were communicated to the general population from the public and private sectors, this thesis argues that the social and political aspects of the COVID-19 pandemic played a significant role in the outcome of the pandemic response. Additionally, …
Employee Attrition: Analyzing Factors Influencing Job Satisfaction Of Ibm Data Scientists,
2023
Kennesaw State University
Employee Attrition: Analyzing Factors Influencing Job Satisfaction Of Ibm Data Scientists, Graham Nash
Symposium of Student Scholars
Employee attrition is a relevant issue that every business employer must consider when gauging the effectiveness of their employees. Whether or not an employee chooses to leave their job can come from a multitude of factors. As a result, employers need to develop methods in which they can measure attrition by calculating the several qualities of their employees. Factors like their age, years with the company, which department they work in, their level of education, their job role, and even their marital status are all considered by employers to assist in predicting employee attrition. This project will be analyzing a …
Comparing Levels Of Situational Empathy Based On Medium Of Exposure To Covid-19 Mortality Information And Proximity To Others,
2023
Bowling Green State University
Comparing Levels Of Situational Empathy Based On Medium Of Exposure To Covid-19 Mortality Information And Proximity To Others, Beth Durkin
Honors Projects
In response to the COVID-19 pandemic, many people expressed a lax attitude to the policies put in place to keep the public safe despite the high risk of infection and its devastating effects on health across the United States. It is possible that this response may be partially due to a “numbness to numbers,” a phenomenon that describes diminished empathy for a large group of people experiencing a negative event (eg. COVID-19). The present study explored the relationship between levels of situational empathy and the medium of exposure to COVID-19 mortality information (eg. personal story or fact sheet) in an …
An Occupational Therapy Approach To Promote Body Positivity In Middle School Aged Youth,
2023
University of St. Augustine for Health Sciences
An Occupational Therapy Approach To Promote Body Positivity In Middle School Aged Youth, Janis Galindez, Jazminne Orozco Arteaga
Spring 2023 Virtual OTD Capstone Symposium
Middle school aged children are in a vulnerable developmental period that pose challenges toward maintaining a positive body image. Consequently, body image can be a mental health concern that can lead to a decrease in occupational performance in education, leisure, and social participation.
School settings currently do not have the appropriate resources or mental health initiatives to address occupational performance problems related to body image with middle school aged youth. However, occupational therapists (OTs) have the potential to provide mental health services to address body image in school and community settings that promote skills needed for meaningful participation in education, …
What Works For Aboriginal And Torres Strait Islander Men? A Systematic Review Of The Literature,
2023
James Cook University
What Works For Aboriginal And Torres Strait Islander Men? A Systematic Review Of The Literature, Jack R. Menges, Marie L. Caltabiano, Alan Clough
Journal of the Australian Indigenous HealthInfoNet
Aboriginal and Torres Strait Islander men experience significantly higher rates of suicide, trauma, alcohol related deaths and unemployment than other Australian men. Despite significant levels of government intervention, rates of family violence, unemployment and incarceration continue to increase in Aboriginal and Torres Strait Islander communities. As a subset of the Aboriginal and Torres Strait Islander population, there has been a lesser focus on how to meaningfully improve the wellbeing of Aboriginal and Torres Strait Islander men. This systematic review seeks to understand what interventions, programs and activities are successful in improving the wellbeing of Aboriginal and Torres Strait Islander men …
Reviewer Acknowledgments,
2023
East Tennessee State University
Reviewer Acknowledgments, Randy Wykoff Md, Mph & Tm, Rachel E. Dixon Mphil
Journal of Appalachian Health
As we reach our fifth year, we are particularly thankful for the contributions of our peer reviewers. The knowledge, expertise, and guidance offered by the people listed below have ensured that we can continue to share timely research to effect health and well-being across Appalachia.
We Welcome Findings From Further Afield,
2023
East Tennessee State University
We Welcome Findings From Further Afield, Randy Wykoff Md, Mph & Tm, Rachel E. Dixon Mphil
Journal of Appalachian Health
For the past five years, the Journal of Appalachian Health has published timely, high-quality research from within Appalachia. We also welcome submissions from those working outside of Appalachia who produce quality research of direct relevance to our region.
